[ADMB Users] 10.1 ic > imax

[Campbell, Alex]

Hi folks

I've recently installed admb 10.1 on a 'real' system (SuSE Linux
Enterprise Server 11 SP1, gcc 4.3) and I've noticed different behaviour
vs my 32-bit admb 10.0 windoze setup. Specifically the ic > imax is
minimum attained issue pops up on the 10.1 where it does not on the
10.0. Both installations give me the same parameter estimates, but
obviously a) something is different, b) it appears to be worse in the
newer version and c) it would be nice to know why. The first thing that
came to mind is that the default value of the convergence criterion
might have changed between 10.0 and 10.1 but I ran the new system with
-crit 1e-4 and same behaviour. 

Any ideas? Code and input files below

tpl file:

GLOBALS_SECTION
  #define twopi 6.28318530717959

TOP_OF_MAIN_SECTION
  arrmblsize=99000000; 
  gradient_structure::set_GRADSTACK_BUFFER_SIZE(20000000);
  gradient_structure::set_CMPDIF_BUFFER_SIZE(10000000);
  gradient_structure::set_NUM_DEPENDENT_VARIABLES(700);
  gradient_structure::set_MAX_NVAR_OFFSET(1000);

DATA_SECTION
  init_int nages  
  init_vector matur(1,nages)
  init_vector fecund(1,nages)  
  init_vector meatwt_age(1,nages)
  init_vector omega(1,12)  
  init_vector varpi(1,12)
  init_int nyears
  init_int nyearswarm
  init_int nyearstotal
  init_int nyears1
  init_int nyears2
  init_vector Eobs2(1,nyears2*12)
  init_vector Cobs2(1,nyears2*12)
  init_vector Cobs1(1,nyears1)
  init_int nltcpue
  init_vector Uobs1(1,nltcpue)
  init_int nvalidu
  init_ivector uind(1,nvalidu)
  init_int nstcpue
  init_vector Uobs2(1,nstcpue)
  init_int nvalidu2
  init_ivector u2ind(1,nvalidu2)
  init_matrix S(1,nyearstotal*12,1,nages)
  init_int ncells
  init_int nyears_spatial
  init_matrix Gamma(1,nyears_spatial*12,1,ncells)
  init_vector A(1,ncells)
  init_int nsyears
  init_matrix x(1,nsyears,1,ncells)
  init_matrix valid(1,nsyears,1,ncells)
  init_int nyears_prespat
  init_number ncellsinv
  init_number lower
  init_number upper
  init_number ngrids
  init_matrix Cobs3(1,nyears_spatial*12,1,ngrids)
  init_matrix Eobs3(1,nyears_spatial*12,1,ngrids)
  init_ivector ncellsingrids(1,ngrids)
  init_int nmonths_vms
  init_matrix Cobs4(1,nmonths_vms,1,ncells-2)
  init_matrix Eobs4(1,nmonths_vms,1,ncells-2)
  init_ivector vmsindices(1,nmonths_vms)
  !!int nyears4=nyears-nyears1;
  init_vector qinc(1,nyears4*12)

PARAMETER_SECTION
  init_bounded_number a_sr(1,500,1)
  init_bounded_number b_sr(0.00000001,50,1)
  init_bounded_number c_sr(-.999999999,-.000000001,1) // -1: BH, 0: 2
x-intercepts
  init_bounded_number Fpre(0.000001,0.2,1)
  init_number M(-1)
  init_number iota(-1)
  init_number vartheta(-1)
  init_number iota_ce(-1)
  init_number vartheta_ce(-1)
  init_number nexpp(1)
  init_bounded_number qdec(0.5,0.99999,-1)
  init_bounded_vector Epar(1,nyears1,500,50000,2)
//,nyears1,100,1000000,4)
  init_bounded_dev_vector xi(1,nyears,-4,4,-1)
  init_bounded_number sigma_xi(.00000001,3,-1)
  init_number surcatch_a(-1)
  init_bounded_dev_vector psi(1,nyears_spatial*ncells,-4,4,-1)
  init_number sigma_sur(-1)
  init_bounded_dev_vector nu(1,ncells,lower,upper,-1)
  init_bounded_number gamma(.001,3,-1)
  init_bounded_number surcatch_b(0.01,100.,-1)
  init_number rho(-1)
  init_number sigma_s(-1)
  init_number sigma_c2(-1)
  init_number sigma_e2(-1)
  init_number early_kappa(-1)
  init_number sigma_c3(-1)
  init_number sigma_e3(-1)
  matrix V(1,nyears_spatial,1,nyears_spatial)
  number R0
  number p
  number Sp
  number Mi
  number gi
  sdreport_number Rtmp
  sdreport_number h
  vector Phi(1,12)
  vector Phi_ce(1,12)
  vector OneTwelfthToOne(1,12)
  vector P1(1,nyearstotal)
  matrix N1(1,nyearstotal*12,1,nages)
  vector R1(1,nyearstotal)
  vector F1(1,nyearstotal*12)
  vector E1(1,nyears*12)
  vector C1(1,nyears*12)
  vector G1(1,nyears*12)
  vector B1(1,nyears*12)
  vector q1(1,nyears*12)
  vector Ca(1,nyears_prespat)
  vector Cobs_all(1,nyears_prespat)
  vector uhat(1,nyears*12)
  vector uhat_alt(1,nyears*12)
  matrix P2(1,nyears_spatial,1,ncells)
  3darray N2(1,nyears_spatial*12,1,nages,1,ncells)
  matrix R2(1,nyears_spatial,1,ncells)
  matrix F2(1,nyears_spatial*12,1,ncells)
  matrix E2(1,nyears_spatial*12,1,ncells)
  matrix C2(1,nyears_spatial*12,1,ncells)
  matrix G2(1,nyears_spatial*12,1,ncells)
  matrix B2(1,nyears_spatial*12,1,ncells)
  matrix q2(1,nyears_spatial*12,1,ncells)
  vector kappa(1,nyears_spatial*12)
  matrix Ca2(1,nyears_spatial,1,ncells)    
  matrix uhat2(1,nyears_spatial*12,1,ncells)
  vector varepsilon(1,nyears)
  vector epsilon(1,nyears*12)
  !!int nyrs2 = (nyears-nyears1);
  vector Eobs2_eps(1,nyrs2*12)
  vector qi(1,12)
  objective_function_value ff
PROCEDURE_SECTION
  //cout.precision(15);
  //cout << early_kappa << " " << sigma_c2 << " " << sigma_e2 << endl;
  //exit(1);  
  //cout << vmsindices << endl;
  //exit(1);
  //cout << ncellsingrids << endl;
  //cout << Eobs3 << endl;
  //cout << sum(Eobs3(1)) << endl;
  //cout << qinc << endl;
  //exit(1);
  //cout << xi << endl;
  /*cout << surcatch << endl;
  cout << sigma_sur << endl;
  cout << chi << endl;
  cout << b_sr << endl;
  cout << c_sr << endl;
  cout << Fpre << endl;
  cout << M << endl;
  cout << iota << endl;
  cout << vartheta << endl;
  cout << iota_ce << endl;
  cout << vartheta_ce << endl;
  cout << nexpp << endl;
  cout << qdec << endl;
  cout << sigma_u << endl;
  cout << Epar << endl;
  cout << sigma_c << endl;
  cout << sigma_xi << endl;
  cout << nu << endl;
  cout << A << endl;  */
  //exit(1);
  ff=0.;
  // initialise some variables
  dvar_vector ones(1,nyears_spatial);
  ones=1.;
  V=sigma_s*((1-rho)*identity_matrix(1,nyears_spatial) +
rho*outer_prod(ones,ones));
  OneTwelfthToOne.fill_seqadd(1./12.,1./12.);
  P1.initialize();
  C1.initialize();
  B1.initialize();
  G1.initialize();
  R1.initialize();
  N1.initialize();
  F1.initialize();
  P2.initialize();
  C2.initialize();
  E2.initialize();
  B2.initialize();
  G2.initialize();
  Ca.initialize();
  Cobs_all.initialize();
  epsilon.initialize();
  varepsilon.initialize();
  Eobs2_eps.initialize();
  
  // transform nexpp to p
  p = mfexp(-nexpp);
  // initialise recruits
  //R0=(a_sr/b_sr)*pow(1.+c_sr,-(1.+c_sr)/c_sr)*1e4;
  // equation 17  
  Phi =
mfexp(iota*cos((twopi*OneTwelfthToOne)-twopi*vartheta/12.))/(twopi*bessi
0(iota));  
  Phi = Phi/sum(Phi);

  // catch-effort pattern (von Mises)
  Phi_ce =
mfexp(iota_ce*cos((twopi*OneTwelfthToOne)-twopi*vartheta_ce/12.))/(twopi
*bessi0(iota_ce));  
  Phi_ce = Phi_ce/sum(Phi_ce); 

  // calculate steepness
  dvariable Sst1 = 1./(b_sr*(1.+c_sr));
  dvariable Rst1 = (a_sr/b_sr)*pow(1.+c_sr,-(1.+c_sr)/c_sr);
  dvariable nSst1 = .2*Sst1;
  dvariable nRst1 = a_sr*nSst1*pow(1.-b_sr*c_sr*nSst1,1./c_sr);
  dvariable h1 = nRst1/Rst1;

  //cout << Sst1 << " " << Rst1 << " " << nSst1 << " " << nRst1 << " "
<< endl;
  //cout << h1 << endl;

  // set prior on sigma_xi
  ff += 100*square(log(sigma_xi/.8));

  // set prior on rho
  ff += square(log(rho/.3));
  
  // set prior on sigma_s
  ff += 100*square(log(sigma_s)/.3);

  //cout << sigma_xi << " " << 100*square(log(sigma_xi/.02)) << endl;
  
  // phase 0: warmup. no fishing mortality. 
  
  dvar_vector R0(1,50);
  dvar_matrix N0(1,50*12,1,nages);
  dvar_vector P0(1,50);

  N0.initialize();
  P0.initialize();  
      
  R0(1) = 1e4;
  N0(1,1) = Phi(1)*R0(1);
  P0(1) = omega(1)*((1-mfexp(-M))/M)*.5*N0(1,1)*matur(1)*fecund(1);

  for (int i=2;i<=12;i++) {
    N0(i,1) = Phi(i)*R0(1);

    // mortality
    for (int k=2;k<=i;k++) {
      N0(i,k) = N0(i-1,k-1)*mfexp(-M);
    }

    // spawners
    for (int k=1;k<=i;k++) {
      P0(1) = P0(1) +
omega(i)*((1-mfexp(-M))/M)*.5*N0(i,k)*matur(k)*fecund(k);
    }

  }

  int idx,idx2,idx3;

  for (int yr=2;yr<=50;yr++) {
    Sp = P0(yr-1)*1e-10;
    Rtmp = log(a_sr*Sp*pow(1.-b_sr*c_sr*Sp,1./c_sr));

    // recruitment. equation 3
    R0(yr) = mfexp( Rtmp + log(1e4));
    
    for (int i=1;i<=12;i++) {
      idx = (yr-1)*12 + i;

      // monthly recruits
      N0(idx,1) = Phi(i)*R0(yr);

      // mortality

      for (int k=2;k<=min(nages,idx);k++) {
        N0(idx,k) = N0(idx-1,k-1)*mfexp(-M);
      }

      // spawners
      for (int k=1;k<=min(nages,idx);k++) {
        P0(yr) = P0(yr) +
omega(i)*((1-mfexp(-M))/M)*.5*N0(idx,k)*matur(k)*fecund(k);
      }
    }
  }

  // calculate steepness
  dvariable Sst = P0(49);
  dvariable Rst = R0(50);
  dvariable nSst = .2*Sst;
  dvariable nSstdash = nSst*1e-10;
  dvariable nRst = 1e4*a_sr*nSstdash*pow(1.-b_sr*c_sr*nSstdash,1./c_sr);
  h = nRst/Rst;

  // set prior on steepness
  ff += 100*square(log(h/.8));
  //cout << ff << endl;
  //exit(1);

  //cout << Sst << " " << Rst << " " << nSst << " " << nRst << " " <<
endl;
  //cout << h << " " << a_sr << " " << sigma_c2 << " " << sigma_e2 <<
endl;
  //exit(1);

  // phase 1: prior to 1978
  // transfer from x0 containers to x1 containers 
  Sp = P0(50)*1e-10;
  Rtmp = log(a_sr*Sp*pow(1.-b_sr*c_sr*Sp,1./c_sr));

  R1(1) = mfexp( Rtmp + log(1e4)); 
  N1(1,1) = Phi(1)*R1(1);
  F1(1) = Fpre;
  P1(1) = omega(1)*((1-mfexp(-M))/M)*.5*N1(1,1)*matur(1)*fecund(1);

  for (int k=2;k<=nages;k++) {
    N1(1,k) = N0(50,k-1)*mfexp(-M);
  }

  for (int i=2;i<=12;i++) {
    N1(i,1) = Phi(i)*R1(1);

    // mortality
    for (int k=2;k<=nages;k++) {
      N1(i,k) = N1(i-1,k-1)*mfexp(-(M+S(idx-1,k-1)*F1(idx-1)));
    }

    // spawners
    for (int k=1;k<=min(nages,idx);k++) {
      P1(1) = P1(1) +
omega(i)*((1-mfexp(-(M+S(idx,k)*F1(idx))))/(M+S(idx,k)*F1(idx)))*.5*N1(i
dx,k)*matur(k)*fecund(k);
    }

    // fishing
    F1(i) = Fpre;
  }

  for (int yr=2;yr<=nyearswarm;yr++) {
    Sp = P1(yr-1)*1e-10;
    Rtmp = log(a_sr*Sp*pow(1.-b_sr*c_sr*Sp,1./c_sr));

    // recruitment. equation 3
    R1(yr) = mfexp( Rtmp + log(1e4));
    
    for (int i=1;i<=12;i++) {
      idx = (yr-1)*12 + i;

      // monthly recruits
      N1(idx,1) = Phi(i)*R1(yr);

      // mortality

      for (int k=2;k<=min(nages,idx);k++) {
        N1(idx,k) = N1(idx-1,k-1)*mfexp(-(M+S(idx-1,k-1)*F1(idx-1)));
      }

      // fishing
      F1(idx) = Fpre;

      // spawners
      for (int k=1;k<=min(nages,idx);k++) {
        P1(yr) = P1(yr) +
omega(i)*((1-mfexp(-(M+S(idx,k)*F1(idx))))/(M+S(idx,k)*F1(idx)))*.5*N1(i
dx,k)*matur(k)*fecund(k);
      }
    }
  }

  /*cout << R1(12) << endl;
  cout << N1(12,1) << endl;
  cout << N1(12,2) << endl;
  cout << F1(12) << endl;
  cout << P1(12) << endl;
  exit(1);
  */
  //cout << N1(idx,1) << " " << N1(idx,2) << " " << N1(idx,3) << endl;
  //cout << P1(nyearswarm) << endl;

  //cout << P1(1,nyearswarm) << endl;

  //exit(1);

  // fishing period 1: Nov 1977 to Oct 1996
  for (int yr=(nyearswarm+1);yr<=nyearswarm+nyears_prespat;yr++) {
    
    Sp = P1(yr-1)*1e-10;

    Rtmp = log(a_sr*Sp*pow(1.-b_sr*c_sr*Sp,1./c_sr));
    Mi = M*mfexp(varepsilon(yr-nyearswarm));

    // recruitment. equation 3
    R1(yr) = mfexp( Rtmp + log(1e4) + xi(yr-nyearswarm));

    //cout << Sp << " " << Rtmp << " " << Mi << " " << R1(yr) << endl;

    // fp adjustment to catchability
    if ((yr-nyearswarm)<12) {
      qi=pow(qdec,(12-(yr-nyearswarm)));
    } else {
      qi(1,12).shift((yr-nyearswarm-nyears1-1)*12+1) =
qinc(((yr-nyearswarm-nyears1-1)*12+1),((yr-nyearswarm-nyears1-1)*12+12))
;
    }

    //cout << qi << endl;

    for (int i=1;i<=12;i++) {

      idx = (yr-1)*12 + i;

      idx2 = (yr-nyearswarm-1)*12 + i;          // idx2 = 1 in nov 1977
      idx3 = (yr-nyearswarm-nyears1-1)*12 + i;  // idx3 = 1 in nov 1988

      // monthly recruits
      N1(idx,1) = Phi(i)*R1(yr);
      
      // mortality (natural & fishing)
      dvariable tmp=0.;
      for (int k=2;k<=nages;k++) {
        N1(idx,k) = N1(idx-1,k-1)*mfexp(-(Mi+S(idx-1,k-1)*F1(idx-1)));
        tmp += N1(idx,k);
      }
      //cout << tmp << " ";

      // effort # Eobs(idx2)+Eeps(idx2)
      if ((yr-nyearswarm)<12) {
        E1(idx2) = Epar(yr-nyearswarm)*Phi_ce(i); //(yr-nyearswarm)
      } else {
        E1(idx2) = Eobs2(idx3) - Eobs2_eps(idx3);
      }
     
      q1(idx2) = (p/sum(A))*early_kappa*qi(i);

      // fishing
      F1(idx) = q1(idx2)*E1(idx2)*mfexp(epsilon(idx2));

      for (int k=1;k<=nages;k++) {
        P1(yr) = P1(yr) +
omega(i)*((1-mfexp(-(Mi+S(idx,k)*F1(idx))))/(Mi+S(idx,k)*F1(idx)))*0.5*N
1(idx,k)*matur(k)*fecund(k);
        C1(idx2) = C1(idx2) +
(S(idx,k)*F1(idx)/(S(idx,k)*F1(idx)+Mi))*meatwt_age(k)*N1(idx,k)*(1-mfex
p(-(S(idx,k)*F1(idx)+Mi)));
        G1(idx2) = G1(idx2) +
meatwt_age(k)*S(idx,k)*N1(idx,k)*mfexp(-.5*(Mi+S(idx,k)*F1(idx)));
      }

      //cout << N1(idx,1) << " " << N1(idx,2) << " " << E1(idx2) << " "
<< F1(idx) << " " << q1(idx2) << " " << C1(idx2) << endl;

      uhat(idx2) = q1(idx2)*G1(idx2)*1e4/varpi(i);
      //uhat_alt(idx2) = (C1(idx2)/E1(idx2))*1e4/varpi(i);            
     
    }

  }

  //cout << p << endl;
  //cout << sum(A) << endl;
  //exit(1);

  //cout << P1(1,nyearswarm+nyears1) << endl;

  // fishing period 2: Nov 1996 to Oct 2009
  // first year special - have to create initial distribution etc

  // first month
  int i=1;
  int yr=nyearswarm+nyears_prespat+1;
  idx = (yr-1)*12 + 1;
  int idx4 = 1;
  int yridx = 1;
  idx2 = (yr-nyearswarm-1)*12 + i;          // idx2 = 1 in nov 1977
  idx3 = (yr-nyearswarm-nyears1-1)*12 + i;  // idx3 = 1 in nov 1988

  Mi = M*mfexp(varepsilon(yr-nyearswarm));  
  for (int k=1;k<=ncells;k++) {
    dvariable fpen=0.;
    dvariable tmpnu = posfuncube(nu(k)+ncellsinv,1.e-12,fpen);
    if (fpen>0.) {
      cout << 100000000*fpen << " " << nu(k)+ncellsinv << endl;
      cout << nu(k)+ncellsinv << endl;
    }
    ff+=100000000*fpen;
 
    for (int j=2;j<=nages;j++) {

      N2(idx4,j,k) =
N1(idx-1,j-1)*mfexp(-(Mi+S(idx-1,j-1)*F1(idx-1)))*(tmpnu);
      N1(idx,j) += N2(idx4,j,k);
    }
  }
    
  Sp = P1(yr-1)*1e-10;

  Rtmp = log(a_sr*Sp*pow(1.-b_sr*c_sr*Sp,1./c_sr));    

  int sidx;
  dvar_vector zeta(1,nyears_spatial*12);
  zeta=0.;
  dvar_vector Numi(1,ncells);

  for (int k=1;k<=ncells;k++) {
    sidx = k;              
    R2(1,k) = mfexp( Rtmp + log(1e4) + xi(yr-nyearswarm) + psi(sidx) -
log(double(ncells)));
    R1(yr) += R2(1,k);
    N2(idx4,1,k) = R2(1,k)*Phi(1);
    N1(idx,1) += N2(idx4,1,k);  
  
    gi = gamma*exp(zeta(idx4));

    dvariable tmp = 0.;
    for (int j=1;j<=nages;j++) {
      tmp += N2(idx4,j,k);
    }
    
    Numi(k) = pow(tmp/A(k),gi)*A(k)*Gamma(idx4,k);
  }

  //cout << sum(N1(idx-1)) << endl;
  //cout << sum(N1(idx)) << endl;
  //exit(1);
  //cout << R1(yr) << endl;
 ///cout << mfexp( Rtmp + log(1e4) + xi(yr-nyearswarm) ) << endl;
  //exit(1);
 
  E1(idx2) = sum(Eobs3(idx4)) - Eobs2_eps(idx3);
  
  dvar_vector bleh(1,ncells);
  bleh=0.;
  /*dvar_vector bleh1(1,ncells);
  dvar_vector bleh2(1,ncells);
  dvar_vector blarh(1,ncells); 
  bleh1=0.;
  bleh2=0.;
  blarh=0.;
  */

  dvariable utmp=0.;
  for (int k=1;k<=ncells;k++) {        
    
    E2(idx4,k) = (Numi(k)/sum(Numi))*E1(idx2);

    q2(idx4,k) = (p/A(k))*qinc(idx3); //p/A(k);
    F2(idx4,k) = q2(idx4,k)*E2(idx4,k)*mfexp(epsilon(idx2));
    F1(idx)+=F2(idx4,k);  

    //dvariable tmp1=0.;
    //dvariable tmp2=0.;    
    for (int j=1;j<=nages;j++) {
      P2(1,k) +=
omega(1)*((1-mfexp(-(Mi+S(idx,j)*F2(idx4,k))))/(Mi+S(idx,j)*F2(idx4,k)))
*0.5*N2(idx4,j,k)*matur(j)*fecund(j);
      C2(idx4,k) +=
(S(idx,j)*F2(idx4,k)/(S(idx,j)*F2(idx4,k)+Mi))*meatwt_age(j)*N2(idx4,j,k
)*(1-mfexp(-(S(idx,j)*F2(idx4,k)+Mi)));
      G2(idx4,k) +=
meatwt_age(j)*S(idx,j)*N2(idx4,j,k)*mfexp(-.5*(Mi+S(idx,j)*F2(idx4,k)));
      //tmp1 += meatwt_age(j)*S(idx,j)*N2(idx4,j,k);
      //tmp2 += meatwt_age(j)*N2(idx4,j,k);
    }
    
    uhat2(idx4,k) = q2(idx4,k)*G2(idx4,k)*1e4/varpi(1);  
    //bleh(k) = q2(idx4,k)*G2(idx4,k)*E2(idx4,k);
    //bleh1(k) = q2(idx4,k)*tmp1;
    //bleh2(k) = q2(idx4,k)*tmp2; 
    //blarh(k) = tmp1;         
    utmp += log(uhat2(idx4,k));

  }

  C1(idx2) =sum(C2(idx4));
  G1(idx2) =sum(G2(idx4));

  //uhat(idx2) = mfexp(utmp/double(ncells));
  //uhat(idx2) = mfexp(utmp/double(ncells));
//(C1(idx2)/E1(idx2))*1e4/varpi(1);  
  uhat(idx2) = (C1(idx2)/(qinc(idx3)*E1(idx2)))*1e4/varpi(1);    
  //cout << N2(idx4,1) << endl;


  // rest of first year (1997)
  
  for (int i=2;i<=12;i++) {
    
    idx = (yr-1)*12 + i;
    idx4 = i;
    idx2 = (yr-nyearswarm-1)*12 + i;
    idx3 = (yr-nyearswarm-nyears1-1)*12 + i;  // idx3 = 1 in nov 1988

    Mi = M*mfexp(varepsilon(yr-nyearswarm));
    
    for (int k=1;k<=ncells;k++) {
      
      // monthly recruits
      N2(idx4,1,k) = R2(1,k)*Phi(i);
      N1(idx,1) += N2(idx4,1,k);  
      dvariable tmp = N2(idx4,1,k);

      // mortality
      for (int j=2;j<=nages;j++) {
        N2(idx4,j,k) =
N2(idx4-1,j-1,k)*mfexp(-(Mi+S(idx-1,j-1)*F2(idx4-1,k)));
        tmp += N2(idx4,j,k);
        N1(idx,j) += N2(idx4,j,k);
      }        
  
      gi = gamma*exp(zeta(idx4));
    
      Numi(k) = pow(tmp/A(k),gi)*A(k)*Gamma(idx4,k);
    }          	              

    E1(idx2) = sum(Eobs3(idx4)) - Eobs2_eps(idx3);

    //bleh=0;
    dvariable utmp=0.;
    for (int k=1;k<=ncells;k++) {
      
      E2(idx4,k) =  (Numi(k)/sum(Numi))*E1(idx2);
      q2(idx4,k) = (p/A(k))*qinc(idx3);    
      F2(idx4,k) = q2(idx4,k)*E2(idx4,k)*mfexp(epsilon(idx2));
      F1(idx) += F2(idx4,k);
        
      for (int j=1;j<=nages;j++) {
        P2(1,k) +=
omega(i)*((1-mfexp(-(Mi+S(idx,j)*F2(idx4,k))))/(Mi+S(idx,j)*F2(idx4,k)))
*0.5*N2(idx4,j,k)*matur(j)*fecund(j);
        C2(idx4,k) +=
(S(idx,j)*F2(idx4,k)/(S(idx,j)*F2(idx4,k)+Mi))*meatwt_age(j)*N2(idx4,j,k
)*(1-mfexp(-(S(idx,j)*F2(idx4,k)+Mi)));
        G2(idx4,k) +=
meatwt_age(j)*S(idx,j)*N2(idx4,j,k)*mfexp(-.5*(Mi+S(idx,j)*F2(idx4,k)));
      }

      uhat2(idx4,k) = q2(idx4,k)*G2(idx4,k)*1e4/varpi(i);
      //bleh(k) = q2(idx4,k)*G2(idx4,k)*E2(idx4,k);
 
      utmp += log(uhat2(idx4,k));            

    }

    C1(idx2) =sum(C2(idx4));
    G1(idx2) =sum(G2(idx4));

    if (E1(idx2)==0) {
      uhat(idx2)=11;
      //uhat_alt(idx2) = mfexp(utmp/double(ncells));
    } else {
      //uhat(idx2) = (sum(bleh)/E1(idx2))*1e4/varpi(i);
      uhat(idx2) = (C1(idx2)/(qinc(idx3)*E1(idx2)))*1e4/varpi(i);  
      //uhat_alt(idx2) = mfexp(utmp/double(ncells));
    }
      
    //uhat(idx2) = mfexp(utmp/double(ncells));
 
  }
  //exit(1);
  P1(yr) = sum(P2(1));          

  // remaining years (1998 to 2009)

  for (int yr=(nyearswarm+nyears_prespat+2);yr<=nyearstotal;yr++) {
    Sp = P1(yr-1)*1e-10;

    Rtmp = log(a_sr*Sp*pow(1.-b_sr*c_sr*Sp,1./c_sr));
    Mi = M*mfexp(varepsilon(yr-nyearswarm));

    yridx = yr-nyearswarm-nyears_prespat;

    for (int k=1;k<=ncells;k++) {

      sidx = (yridx-1)*ncells + k;
      
      R2(yridx,k) = mfexp( Rtmp + log(1e4) + xi(yr-nyearswarm) +
psi(sidx) - log(double(ncells)));
      R1(yr) += R2(yridx,k);
    
    }

    for (int i=1;i<=12;i++) {
    
      idx = (yr-1)*12 + i;
      idx2 = (yr-nyearswarm-1)*12 + i;          // idx2 = 1 in nov 1977
      idx3 = (yr-nyearswarm-nyears1-1)*12 + i;  // idx3 = 1 in nov 1988
      idx4 = (yr-nyearswarm-nyears_prespat-1)*12 + i;

      for (int k=1;k<=ncells;k++) {
               
        // monthly recruits
        N2(idx4,1,k) = Phi(i)*R2(yridx,k);
        N1(idx,1) += N2(idx4,1,k);
        dvariable tmp = N2(idx4,1,k);

        // mortality (natural & fishing)
        for (int j=2;j<=nages;j++) {
          N2(idx4,j,k) =
N2(idx4-1,j-1,k)*mfexp(-(Mi+S(idx-1,j-1)*F2(idx4-1,k)));
          N1(idx,j) += N2(idx4,j,k);
          tmp += N2(idx4,j,k);
        }
   
        gi = gamma*exp(zeta(idx4));
        
        Numi(k) = pow(tmp/A(k),gi)*A(k)*Gamma(idx4,k);      
      
      }

      E1(idx2) = sum(Eobs3(idx4)) - Eobs2_eps(idx3);

      dvar_vector blah(1,2);
      blah(1) = sum(Numi);
      blah(2) = 1.;
      dvariable NumiSum = max(blah);

      //bleh=0.;
      dvariable utmp=0.;
      for (int k=1;k<=ncells;k++) {

        //cout << Numi(k) << " " << E1(idx2) << " " <<
mfexp(epsilon(idx2)) << endl;
        E2(idx4,k) =  (Numi(k)/NumiSum)*E1(idx2);
        q2(idx4,k) = (p/A(k))*qinc(idx3);
        F2(idx4,k) = q2(idx4,k)*E2(idx4,k)*mfexp(epsilon(idx2));
        F1(idx) += F2(idx4,k);
        //cout << F2(idx4,k) << endl;
        
        for (int j=1;j<=nages;j++) {
          P2(yridx,k) +=
omega(i)*((1-mfexp(-(Mi+S(idx,j)*F2(idx4,k))))/(Mi+S(idx,j)*F2(idx4,k)))
*0.5*N2(idx4,j,k)*matur(j)*fecund(j);
          C2(idx4,k) +=
(S(idx,j)*F2(idx4,k)/(S(idx,j)*F2(idx4,k)+Mi))*meatwt_age(j)*N2(idx4,j,k
)*(1-mfexp(-(S(idx,j)*F2(idx4,k)+Mi)));
          G2(idx4,k) +=
meatwt_age(j)*S(idx,j)*N2(idx4,j,k)*mfexp(-.5*(Mi+S(idx,j)*F2(idx4,k)));

        }

        uhat2(idx4,k) =q2(idx4,k)*G2(idx4,k)*1e4/varpi(i);            
        utmp += log(uhat2(idx4,k));
        //cout << uhat2(idx4,k) << " " << G2(idx4,k) << endl;
        //bleh(k) = q2(idx4,k)*G2(idx4,k)*E2(idx4,k);
 
      }

      C1(idx2) =sum(C2(idx4));
      G1(idx2) =sum(G2(idx4));

      if (E1(idx2)==0) {
        uhat(idx2)=11;
        //uhat_alt(idx2) = mfexp(utmp/double(ncells));
      } else {
        //uhat(idx2) = (sum(bleh)/E1(idx2))*1e4/varpi(i);
        uhat(idx2) = (C1(idx2)/(qinc(idx3)*E1(idx2)))*1e4/varpi(i);
        //uhat_alt(idx2) = mfexp(utmp/double(ncells));
      }  

      //uhat(idx2) = (C1(idx2)/E1(idx2))*1e4/varpi(i); 
      //uhat(idx2) = mfexp(utmp/double(ncells));
    }
    
    P1(yr) = sum(P2(yridx));          
  }

  //cout << R1 << endl;
  //exit(1);

  if (mceval_phase()) {
    cout << a_sr << " " << b_sr << " " << c_sr << " " << nexpp << " " <<
vartheta << " ";
    for (int i=1;i<=nyears1;i++) {
      cout << Epar(i) << " ";
    }
    for (int i=1;i<=nyears;i++) {
      cout << xi(i) << " ";
    }
    cout << sigma_xi << " " << surcatch_a << " ";
    for (int i=1;i<=(nyears_spatial*ncells);i++) {
      cout << psi(i) << " ";
    }
    for (int i=1;i<=ncells;i++) {
      cout << nu(i) << " ";
    }
    cout << gamma << " " << surcatch_b << " " << rho << " " << sigma_s
<< " " << early_kappa   << endl;
  }
  
  // fit the Oct 1997 to Oct 2006 survey data
  dvariable ffsur=0.;
  for (int yr=1;yr<=nsyears;yr++) {
    i=12;
    idx4 = (yr-1)*12 + i;
    for (int k=1;k<=ncells;k++) {
      dvariable tmp=0.;
      for (int j=+2;j<=6;j++) {
        tmp += N2(idx4,j,k);
      }
      ffsur += log(square(sigma_sur))*valid(yr,k) +
(1./(square(sigma_sur)))*square((surcatch_a+surcatch_b*x(yr,k)) -
log(tmp))*valid(yr,k);
    }
  }

  ffsur *= .1;

  //cout << p << endl;
  //cout << p/sum(A) << endl;
  //cout << sum(A) << endl;
  //cout << uhat << endl;
  //cout << E1 << endl;
  //exit(1);
  
  dvar_matrix invV = inv(V);
  dvariable lgsqdt = log(det(V));
  
  dvariable ffd=0.;
  for (int k=1;k<=ncells;k++) {
    dvar_vector psi_k(1,nyears_spatial);
    ivector ki(1,nyears_spatial);
    ki.fill_seqadd(k,ncells);
    psi_k = psi(ki);             
    ffd += lgsqdt + (psi_k*invV*psi_k);
  } 
  
  ffd *= .01;

  Ca=0.;

  for (int yr=nyearswarm+1;yr<=nyearswarm+nyears_prespat;yr++) {
//{nyearstotal;yr++) {
    
    for (int i=1;i<=12;i++) {

      int idx2=(yr-nyearswarm-1)*12+i;

      Ca(yr-nyearswarm) += C1(idx2); 
    }
  }

  Ca=Ca*1e4;

  for (int yr=1;yr<=nyears1;yr++) {
    Cobs_all(yr) = Cobs1(yr);
  }
  
  idx=1;
  for (int yr=nyears1+1;yr<=nyears_prespat;yr++) {
    for (int j=1;j<=12;j++) {
      Cobs_all(yr) += Cobs2(idx);
      idx += 1;
    }
  }
  
  dvariable ffc2=0.;
  for (int i=1;i<=(nyears_spatial*12);i++) {
    for (int j=1;j<=ngrids;j++) {
      dvariable tmpC = 0.;
      int k=1;
      for (int c=1;c<=ncellsingrids(j);c++) {
        tmpC += C2(i,k);
        k+=1;
      }
      ffc2 += log(square(sigma_c2)) +
(1./(square(sigma_c2)))*square(log(tmpC+.1)-log(Cobs3(i,j)+.1));
    }
  }
  
  ffc2 = ffc2*.0001;

  
  dvariable ffe2=0.;
  for (int i=1;i<=(nyears_spatial*12);i++) {
    for (int j=1;j<=ngrids;j++) {
      dvariable tmpE = 0.;
      int k=1;
      for (int c=1;c<=ncellsingrids(j);c++) {
        tmpE += E2(i,k);
        k+=1;
      }
      ffe2 += log(square(sigma_e2)) +
(1./(square(sigma_e2)))*square(log(tmpE+.1)-log(Eobs3(i,j)+.1));
    }
  }

  ffe2 = ffe2*.0001;
  
  
  dvariable ffvmsc=0.;
  for (int i=1; i<=nmonths_vms;i++) {
    for (int j=1; j<=(ncells-2);j++) {
      if (C2(vmsindices(i),j)>0.) {
        ffvmsc += log(square(sigma_c3)) +
(1./(square(sigma_c3)))*square(log(Cobs4(i,j)+1) -
log(C2(vmsindices(i),j)+1));
      }
    }
  }

  ffvmsc = ffvmsc*.0001;

  
  dvariable ffvmse=0.;
  for (int i=1; i<=nmonths_vms;i++) {
    for (int j=1; j<=(ncells-2);j++) {
      if (E2(vmsindices(i),j)>0.) { 
        ffvmse += log(square(sigma_e3)) +
(1./(square(sigma_e3)))*square(log(Eobs4(i,j)+.1) -
log(E2(vmsindices(i),j)));
      }
    }
  }

  ffvmse = ffvmse*.0005;
  
  //dvariable ffnu = 10000*cube(fabs(log(sum(nu)/1.0)));
  //cout << E1 << endl;
  //exit(1);

  //cout << Ca << endl;
  //cout << Cobs_all << endl;
  //exit(1);

  //cout << size_count(Ca) << " " << size_count(Cobs_all) << endl;

  dvar_vector uhat3(1,nyears*12-(nyears1*12-9)+1);
  uhat3 = uhat(nyears1*12-9,nyears*12).shift(1);
  
  dvariable sigmahatsqu1 = norm2(log(uhat(uind)+.1) -
log(Uobs1(uind)))/double(nvalidu);
  dvariable ffu1 = double(nvalidu)*log(sigmahatsqu1) + double(nvalidu);

  //cout << min(uhat(uind)) << endl;
  //cout << nexpp << endl;

  dvariable sigmahatsqu2 = norm2(log(uhat3(u2ind)+.1) -
log(Uobs2(u2ind)))/double(nvalidu2);
  dvariable ffu2 = double(nvalidu2)*log(sigmahatsqu2) +
double(nvalidu2);
  
  dvariable sigmahatsqc = norm2(log(Ca) - log(Cobs_all))/double(nyears);
  dvariable ffc = 0.05*double(nyears)*log(sigmahatsqc) + double(nyears);
  
  dvariable ffr = nyears*log(square(sigma_xi)) +
norm2(xi)/(square(sigma_xi));
  
  //cout << ffu1 << " " << ffu2 << " " << ffc << " " << ffr << " " <<
ffc2 << " " << ffe2 << " " << ffvmsc << " " << ffvmse << " " << ffsur <<
" " << ffd << " " << sigma_s << " " << rho << endl;
  
  //cout << R1 << endl;
  //cout << xi << endl;
  //exit(1);

  //cout << uhat << endl;
  //exit(1);

  ff = ffu1+ffu2+ffc+ffr; //+ffc2+ffe2+ffvmsc+ffvmse+ffsur+ffd;
//+ffe2+ffc2+ffvmse+ffvmsc;

  //cout << ff << endl;

  //cout << min(uhat) << endl;

FUNCTION dvariable posfuncube(const dvariable&xP,const double
epsP,dvariable& penP)
  if (xP>=epsP) { 
    return xP;
  } else { 
    penP+=cube(1000*fabs(xP-epsP));
    //cout << penP << endl;
    return epsP/(2-xP/epsP);
  }

FUNCTION dvariable bessi0(dvariable x)
  // Returns the modified Bessel function of order zero for any real x
  // Numerical Recipes in C, 1992  
  dvariable ax,ans;
  dvariable y;
  if ((ax=fabs(x)) < 3.75) {
    y=x/3.75;
    y*=y;
 
ans=1.0+y*(3.5156229+y*(3.0899424+y*(1.2067492+y*(0.2659732+y*(0.360768-
1+y*0.45813e-2)))));
  } else {
    y=3.75/ax;
 
ans=(mfexp(ax)/sqrt(ax))*(0.39894228+y*(0.1328592e-1+y*(0.225319e-2+y*(-
0.157565e-2+y*(0.196281e-2+y*(-0.2057706e-1+y*(0.2635537e-1+y*(-0.164763
3e-1+y*0.392377e-2))))))));
  }
  return ans;     


dat file:

## scallop data file, generated by full2 slash script.r
# number ages
48
# maturity schedule
0.350648 0.392245 0.435467 0.479692 0.524238 0.568402 0.611504 0.652930
0.692162 0.728802 0.762577 0.793338 0.821049 0.845766 0.867620 0.886792
0.903496 0.917963 0.930429 0.941122 0.950259 0.958042 0.964652 0.970253
0.974989 0.978988 0.982359 0.985197 0.987585 0.989591 0.991276 0.992691
0.993877 0.994872 0.995706 0.996405 0.996990 0.997480 0.997891 0.998235
0.998523 0.998764 0.998965 0.999134 0.999275 0.999394 0.999493 0.999575 
# fecundity schedule
203698.592000 451003.298600 680185.144500 879482.427300 1047741.458000
1187421.624000 1302144.545000 1395690.717000 1471580.673000
1532918.516000 1582357.784000 1622123.420000 1654057.132000
1679669.785000 1700192.870000 1716625.403000 1729774.930000
1740292.461000 1748701.724000 1755423.370000 1760794.839000
1765086.555000 1768515.065000 1771253.672000 1773440.999000
1775187.889000 1776582.947000 1777696.982000 1778586.569000
1779296.908000 1779864.103000 1780316.992000 1780678.604000
1780967.333000 1781197.865000 1781381.930000 1781528.894000
1781646.233000 1781739.919000 1781814.720000 1781874.442000
1781922.126000 1781960.197000 1781990.593000 1782014.862000
1782034.239000 1782049.709000 1782062.061000 
# meat-weight age
5.429071440662e-05 4.198009076228e-04 1.208539252177e-03
2.341276754781e-03 3.673676189469e-03 5.069528002481e-03
6.427517833585e-03 7.683868954799e-03 8.805521663378e-03
9.781251000804e-03 1.061378712786e-02 1.131382956825e-02
1.189590940065e-02 1.237573538865e-02 1.276861734914e-02
1.308862028934e-02 1.334818737280e-02 1.355804724449e-02
1.372728224766e-02 1.386347837662e-02 1.397290835262e-02
1.406071945005e-02 1.413111066441e-02 1.418749184020e-02
1.423262215743e-02 1.426872807820e-02 1.429760226352e-02
1.432068559811e-02 1.433913463477e-02 1.435387669460e-02
1.436565466073e-02 1.437506325418e-02 1.438257832420e-02
1.438858044303e-02 1.439337387749e-02 1.439720182145e-02
1.440025861173e-02 1.440269951623e-02 1.440464857085e-02
1.440620485078e-02 1.440744748649e-02 1.440843967427e-02
1.440923188201e-02 1.440986441097e-02 1.441036944270e-02
1.441077267420e-02 1.441109462409e-02 1.441135167581e-02 
# spawning pattern
7.19424500e-03 1.00000000e-05 1.43884890e-02 2.87769780e-02
8.99280580e-02 1.33093525e-01 1.40287770e-01 1.43884892e-01
1.43884892e-01 1.40287770e-01 8.63309350e-02 7.19424460e-02 
# baskets to meat-weight conversion
6.500000 7.000000 7.000000 7.500000 7.000000 6.500000 6.000000 5.000000
5.000000 5.000000 5.500000 6.000000 
# number years
32
# number warmup years
25
# number years total
57
# number pre years
11
# number catch-effort years
8
# monthly effort
822.000000 382.000000 565.000000 270.000000 95.000000 65.000000
97.000000 192.000000 500.000000 791.000000 713.000000 1161.000000
1672.000000 1265.000000 1490.000000 1235.000000 773.000000 1290.000000
663.000000 656.000000 1231.000000 1645.000000 1606.000000 2244.000000
2210.000000 1385.000000 1164.000000 525.000000 652.000000 540.000000
330.000000 579.000000 600.000000 828.000000 1374.000000 1480.000000
1851.000000 1038.000000 1447.000000 1011.000000 371.000000 255.000000
335.000000 560.000000 594.000000 947.000000 950.000000 1007.000000
1865.000000 1472.000000 2167.000000 1216.000000 1022.000000 804.000000
893.000000 994.000000 993.000000 953.000000 1159.000000 2016.000000
2797.000000 1309.000000 1337.000000 1032.000000 827.000000 592.000000
412.000000 313.000000 360.000000 502.000000 1330.000000 1560.000000
1892.000000 1511.000000 1804.000000 1335.000000 1524.000000 1112.000000
419.000000 551.000000 1175.000000 1119.000000 1979.000000 2175.000000
4093.000000 2019.000000 1636.000000 952.000000 442.000000 583.000000
185.000000 253.000000 341.000000 650.000000 1162.000000 1824.000000 
# monthly catch
85520.500000 36712.500000 49040.000000 25582.500000 7883.857143
4433.000000 4194.000000 6680.000000 28467.000000 38765.000000
37513.500000 89391.000000 196571.500000 110897.500000 130209.000000
122074.000000 65613.000000 124813.875000 37764.000000 39648.750000
78719.500000 108095.000000 108686.422727 183788.000000 197502.961538
112373.857143 85169.000000 54691.000000 78553.000000 40235.000000
17904.000000 27994.000000 24235.000000 40370.000000 73965.375000
84105.500000 122363.936538 68434.207143 101268.921429 67126.666667
24370.500000 19565.000000 16131.000000 19923.100000 27952.000000
39296.435000 49549.850000 81906.500000 218631.075000 193351.235714
340855.000000 204512.250000 157553.003571 101323.445077 80870.840000
75801.450000 71655.050000 78636.700000 119094.545000 213931.666667
362806.001154 109024.336000 103066.135714 73521.750000 56251.170000
33183.650500 14964.240000 6612.900000 9930.500000 25558.450000
87573.090000 97694.366667 163400.554231 111787.227143 139065.157857
106428.066667 117579.310429 74947.795000 15005.766667 25459.940000
66173.650000 66803.000000 127291.459091 152414.700000 347476.344077
131265.425000 88446.080000 50261.350000 18029.650000 28213.550654
5871.000000 5364.970000 9485.750000 23092.700000 46468.600000
83598.550000 
# historical annual catch
645000.000000 280000.000000 520000.000000 660000.000000 1220000.000000
880000.000000 900000.000000 660000.000000 700000.000000 450000.000000
989000.000000 
# number long term cpue months
360
# long term monthly cpue
69.260000 52.780000 59.750000 67.970000 59.120000 60.300000 59.530000
67.190000 46.180000 49.110000 63.030000 88.850000 72.460000 59.410000
48.550000 41.210000 45.860000 26.440000 23.310000 33.480000 32.520000
54.740000 30.800000 31.330000 26.610000 25.560000 23.480000 24.590000
36.050000 30.930000 22.090000 20.680000 20.180000 19.730000 21.700000
22.940000 20.730000 20.970000 29.280000 19.850000 25.290000 16.730000
16.120000 21.560000 37.800000 18.180000 24.490000 17.760000 16.370000
20.840000 34.160000 25.370000 32.800000 39.810000 23.910000 29.670000
36.760000 31.640000 31.930000 39.830000 29.160000 22.960000 31.300000
31.460000 29.720000 23.830000 31.030000 19.990000 58.460000 22.300000
45.660000 36.830000 27.820000 19.600000 24.490000 22.290000 16.280000
25.970000 25.110000 35.840000 -1.000000 -1.000000 36.840000 81.440000
21.440000 15.270000 9.360000 16.520000 16.660000 13.860000 15.020000
1.800000 20.020000 5.120000 46.480000 13.160000 19.390000 13.210000
10.260000 11.750000 17.090000 17.320000 22.120000 16.660000 12.540000
17.960000 17.900000 16.990000 13.010000 19.970000 14.520000 11.170000
11.660000 9.660000 15.110000 9.440000 15.210000 18.490000 19.910000
18.820000 14.680000 13.860000 10.540000 9.400000 10.670000 10.280000
11.450000 10.200000 11.410000 15.780000 14.440000 11.920000 10.990000
10.530000 10.490000 9.810000 8.420000 8.850000 9.140000 8.240000
11.170000 9.550000 9.630000 12.280000 14.400000 10.360000 11.030000
11.360000 12.070000 13.220000 8.970000 9.880000 11.120000 12.030000
10.790000 11.510000 11.760000 9.850000 8.740000 9.560000 11.170000
9.010000 7.860000 8.400000 7.360000 8.610000 9.010000 8.430000 9.040000
8.320000 8.630000 8.260000 8.880000 9.640000 7.590000 6.250000 8.030000
7.710000 9.270000 11.010000 14.290000 14.970000 17.280000 16.850000
16.770000 15.300000 12.680000 13.480000 12.140000 14.640000 15.010000
14.460000 15.920000 10.460000 8.450000 7.740000 7.050000 6.230000
5.510000 5.320000 5.880000 8.960000 9.180000 8.240000 10.640000 8.900000
9.190000 8.710000 9.430000 9.070000 6.770000 9.380000 10.830000
10.370000 10.900000 9.970000 10.550000 7.850000 6.480000 5.930000
5.490000 7.070000 5.060000 5.450000 5.300000 6.310000 6.210000 6.570000
6.130000 4.490000 4.660000 4.910000 5.130000 5.540000 3.400000 3.760000
5.630000 5.710000 5.310000 6.160000 8.370000 6.050000 6.680000 7.280000
7.140000 8.190000 4.990000 5.540000 6.970000 7.790000 8.000000 9.320000
13.180000 10.210000 9.330000 8.650000 7.440000 6.590000 4.350000
4.510000 5.250000 6.220000 6.300000 7.770000 9.300000 7.230000 7.660000
7.860000 6.900000 6.260000 4.070000 4.370000 5.460000 7.520000 7.160000
10.470000 10.170000 7.710000 9.150000 12.080000 8.570000 8.230000
5.770000 7.740000 8.020000 7.640000 6.720000 -1.000000 8.810000 6.520000
14.310000 9.080000 8.460000 7.160000 4.550000 4.760000 9.200000 7.720000
6.290000 -1.000000 8.710000 7.500000 11.760000 7.170000 6.750000
7.130000 4.790000 4.030000 3.560000 6.060000 7.640000 -1.000000
10.800000 7.600000 10.240000 8.110000 9.870000 10.890000 5.790000
7.640000 8.160000 9.240000 7.190000 -1.000000 11.600000 9.270000
18.820000 7.940000 8.710000 8.490000 5.580000 4.040000 4.120000 4.220000
5.370000 -1.000000 12.990000 7.470000 6.650000 4.540000 4.350000
4.820000 3.880000 3.790000 4.970000 5.050000 7.720000 -1.000000
17.260000 11.920000 17.040000 8.830000 10.250000 9.240000 9.470000
7.550000 8.090000 10.250000 13.040000 -1.000000 
# number valid cpues
351
# cpue valid indices
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51
52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75
76 77 78 79 80 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100
101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118
119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136
137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154
155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172
173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190
191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208
209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226
227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244
245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262
263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280
281 282 283 284 285 286 287 289 290 291 292 293 294 295 296 297 298 299
301 302 303 304 305 306 307 308 309 310 311 313 314 315 316 317 318 319
320 321 322 323 325 326 327 328 329 330 331 332 333 334 335 337 338 339
340 341 342 343 344 345 346 347 349 350 351 352 353 354 355 356 357 358
359 
# number short term cpue months
262
# short term monthly cpue
13.214000 10.795000 11.091000 14.665000 14.115000 20.142000 18.533000
24.252000 19.896000 16.628000 15.903000 14.754000 14.731000 13.066000
12.563000 12.925000 11.198000 9.607000 14.374000 10.919000 12.226000
15.628000 20.197000 13.368000 13.070000 13.390000 15.089000 16.276000
10.642000 11.499000 13.836000 15.916000 14.167000 15.132000 13.784000
10.111000 8.171000 10.203000 14.936000 11.190000 9.936000 10.181000
9.228000 9.904000 9.983000 9.181000 10.546000 10.530000 11.844000
10.714000 9.925000 8.508000 9.411000 6.330000 11.943000 10.182000
10.201000 13.113000 19.483000 19.103000 21.618000 19.772000 19.538000
20.532000 14.510000 16.542000 15.363000 18.875000 19.542000 17.435000
20.474000 12.471000 10.010000 8.936000 7.792000 9.207000 6.660000
5.162000 7.370000 9.239000 10.168000 10.782000 13.790000 10.512000
10.514000 10.052000 10.776000 9.804000 6.745000 10.260000 11.430000
11.267000 11.757000 11.447000 12.319000 9.099000 7.499000 7.149000
6.034000 9.584000 5.704000 4.156000 4.533000 6.723000 8.129000 7.575000
7.741000 5.452000 5.568000 5.903000 5.896000 5.874000 3.489000 4.241000
5.440000 6.294000 5.898000 6.645000 9.132000 6.870000 7.040000 7.808000
7.647000 9.034000 5.351000 5.231000 6.683000 7.651000 8.950000 11.499000
16.078000 12.620000 11.123000 10.158000 7.961000 7.441000 3.433000
4.295000 6.058000 6.303000 6.641000 8.530000 12.669000 9.519000 9.727000
8.935000 7.982000 7.125000 3.727000 4.190000 6.518000 8.517000 8.068000
10.335000 12.824000 9.357000 10.737000 13.765000 9.127000 9.206000
6.527000 8.079000 8.227000 7.751000 7.114000 -1.000000 8.879000 6.685000
12.583000 8.663000 7.812000 5.559000 3.668000 3.640000 7.022000 6.378000
4.535000 -1.000000 9.140000 7.585000 10.873000 7.204000 5.767000
6.817000 4.177000 3.819000 3.752000 5.449000 6.749000 -1.000000
10.776000 7.618000 8.382000 7.311000 8.186000 8.405000 3.692000 5.021000
6.515000 7.664000 6.727000 -1.000000 11.138000 9.020000 15.193000
7.872000 7.044000 7.312000 4.835000 2.983000 3.121000 3.345000 5.116000
-1.000000 10.487000 6.727000 5.748000 3.944000 3.876000 3.417000
2.880000 2.916000 4.054000 6.972000 11.936000 -1.000000 14.792000
7.851000 19.667000 11.847000 9.071000 10.482000 15.372000 8.946000
8.275000 6.710000 18.872000 -1.000000 19.110000 15.806000 11.315000
8.962000 9.079000 12.927000 8.182000 4.444000 5.607000 4.975000
13.215000 -1.000000 15.474000 10.980000 13.775000 8.843000 6.910000
6.348000 6.185000 3.660000 7.394000 7.829000 11.380000 -1.000000 
# number valid st cpues
253
# cpue st valid indices
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51
52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75
76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99
100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117
118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135
136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153
154 155 156 157 158 159 160 161 162 163 164 165 167 168 169 170 171 172
173 174 175 176 177 179 180 181 182 183 184 185 186 187 188 189 191 192
193 194 195 196 197 198 199 200 201 203 204 205 206 207 208 209 210 211
212 213 215 216 217 218 219 220 221 222 223 224 225 227 228 229 230 231
232 233 234 235 236 237 239 240 241 242 243 244 245 246 247 248 249 251
252 253 254 255 256 257 258 259 260 261 
# selectivity
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
9.52132066293088e-02 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.24740747281447e-12 1.53622865696807e-06 2.55916207100249e-03
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1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.02079669285155e-14 3.06759272343126e-09 6.86961948364180e-06
7.40751801003274e-04 1.24040446179671e-02 6.69706379705205e-02
1.83153155928960e-01 3.34289186908880e-01 4.80617239489169e-01
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.02079669285155e-14 3.06759272343126e-09 6.86961948364180e-06
7.40751801003274e-04 1.24040446179671e-02 6.69706379705205e-02
1.83153155928960e-01 3.34289186908880e-01 4.80617239489169e-01
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
1.02079669285155e-14 3.06759272343126e-09 6.86961948364180e-06
7.40751801003274e-04 1.24040446179671e-02 6.69706379705205e-02
1.83153155928960e-01 3.34289186908880e-01 4.80617239489169e-01
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00
1.00000000000000e+00 1.00000000000000e+00 1.00000000000000e+00 
# number of cells
43
# number of spatial years
13
# Gamma (closures)
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
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1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
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1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
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1.000000 1.000000 0.000000 
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1.000000 1.000000 0.000000 
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1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
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1.000000 1.000000 1.000000 
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1.000000 1.000000 1.000000 
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 0.500000 0.500000 0.500000 0.500000 0.000000 0.000000 0.000000
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.500000 
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
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1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
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0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 
1.000000 0.500000 0.500000 0.500000 0.500000 0.000000 0.000000 0.000000
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0.000000 0.000000 1.000000 1.000000 1.000000 0.500000 0.500000 0.500000
0.000000 0.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.500000 
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
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0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
# Areas
1.528705428331e+03 7.782600491540e+01 7.787665961067e+01
7.782518409412e+01 7.787583715530e+01 7.782463686241e+01
6.697007666064e+01 5.058510635157e+01 2.647862628865e+01
1.222359655736e+03 7.595895135500e+01 7.052013993102e+01
7.830358660014e+01 7.756906167874e+01 7.829968628432e+01
7.834891326955e+01 6.655340885435e+01 7.834528479927e+01
1.465709406479e+03 8.626610551370e+02 1.179408513797e+03
7.823631079171e+01 4.427575201030e+01 7.822985330205e+01
7.887196997546e+01 7.891945960299e+01 7.886599404041e+01
7.891347266429e+01 1.319083116725e+03 2.477985386470e+02
1.236771389818e+02 9.495901205045e+02 4.648488903154e+02
4.755053606367e+02 6.895570247377e+02 3.671758126954e+02
3.298681063345e+02 3.753695348435e+02 3.767579999120e+02
5.722211116949e+02 1.332152923540e+02 1.000000000000e+02
7.830000000000e+01 
# number of survey years
10
# survey index (0+) 
-6.573438 -1.000000 -4.645043 -5.551712 -4.937205 -3.954944 -6.880562
-11.000000 -11.000000 -5.351948 -5.371706 -5.297759 -5.556637 -3.695059
-5.097081 -3.503636 -1.000000 -1.000000 -6.011722 -5.963998 -5.999152
-2.048897 -3.305475 -4.510034 -5.423167 -6.083078 -5.807889 -6.138588
-7.697263 -9.343490 -6.118113 -1.000000 -6.630288 -6.125238 -6.195510
-4.899249 -4.672984 -1.000000 -1.000000 -1.000000 -1.000000 -6.314729
-3.785297 
-8.262443 -7.445806 -1.000000 -7.929016 -4.980430 -4.174675 -5.844490
-8.473921 -8.007909 -6.105295 -4.628117 -5.530988 -4.957322 -5.458484
-5.299528 -3.998889 -6.233050 -4.982694 -7.015626 -7.703185 -6.379339
-6.152905 -5.170139 -4.861761 -6.728982 -3.624161 -1.000000 -4.215269
-8.148896 -9.585991 -9.297991 -1.000000 -6.360433 -7.991216 -7.030447
-6.357802 -5.778548 -1.000000 -1.000000 -1.000000 -1.000000 -7.025775
-8.356709 
-5.946719 -1.000000 -3.284673 -3.262841 -3.483979 -4.379601 -3.831552
-4.876861 -6.485796 -6.215548 -6.603531 -3.844343 -6.211579 -6.454159
-5.166050 -5.734256 -6.800764 -1.000000 -7.895345 -8.764224 -7.273478
-5.269234 -6.759948 -4.882340 -6.672404 -8.296822 -6.949211 -7.407762
-8.140181 -8.464842 -9.533558 -1.000000 -6.347129 -6.699041 -8.589386
-4.533456 -5.089306 -1.000000 -1.000000 -1.000000 -1.000000 -6.795105
-5.643374 
-6.609922 -1.000000 -6.136920 -2.738849 -2.590864 -3.511882 -5.055417
-5.693980 -6.948333 -6.302416 -5.086239 -4.373528 -3.309307 -4.033039
-4.821881 -4.140551 -1.000000 -4.816573 -6.698032 -6.332032 -4.262445
-3.623442 -4.220639 -4.845471 -3.768139 -4.860905 -3.631934 -4.829746
-7.482659 -7.289306 -9.160349 -1.000000 -5.809210 -4.690584 -5.267108
-5.150519 -3.764476 -1.000000 -1.000000 -1.000000 -1.000000 -4.215259
-3.811331 
-1.000000 -5.594345 -7.953525 -5.900531 -7.637324 -7.005523 -5.345380
-8.877823 -6.796794 -5.735516 -5.774532 -4.846868 -4.020303 -3.074467
-4.662228 -3.728799 -4.381655 -4.529799 -1.000000 -1.000000 -4.924285
-4.234761 -2.121560 -4.001432 -6.048282 -4.770145 -5.982338 -4.831478
-1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-4.719742 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-2.698356 
-5.126201 -6.419837 -7.225071 -5.327129 -5.410388 -8.590858 -9.074771
-7.884764 -10.476044 -6.175562 -5.622924 -4.568478 -4.765840 -7.013244
-5.477448 -4.252620 -5.083315 -5.049925 -1.000000 -4.596522 -4.499071
-2.241428 -5.179493 -3.039694 -4.615382 -2.389969 -5.504172 -2.856368
-1.000000 -1.000000 -1.000000 -1.000000 -5.679849 -1.000000 -5.516901
-6.758492 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-7.003849 
-1.000000 -5.503242 -4.358589 -4.466091 -3.739039 -5.064363 -7.731728
-6.290680 -9.672139 -5.778216 -4.634986 -3.827686 -4.409014 -3.541522
-3.641108 -3.559614 -4.155785 -4.945923 -1.000000 -1.000000 -4.254869
-4.408971 -5.605962 -4.226026 -5.201514 -5.404937 -5.127050 -5.038118
-1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-6.162044 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-4.980780 
-1.000000 -3.991082 -4.660920 -2.709789 -4.531534 -4.724559 -5.057519
-7.384809 -6.151202 -5.896843 -5.914896 -4.474073 -4.421132 -5.131541
-3.568600 -4.479100 -6.891946 -4.249590 -1.000000 -1.000000 -3.958286
-4.440629 -4.771880 -3.557745 -5.139466 -4.074783 -4.083822 -4.196143
-1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-7.317702 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-4.531958 
-1.000000 -5.215429 -7.664794 -5.729960 -4.664953 -8.485181 -7.091224
-9.553652 -8.895587 -6.903284 -6.072408 -4.323634 -4.300187 -4.173647
-5.379266 -5.296691 -5.793516 -6.205651 -1.000000 -1.000000 -2.398081
-3.765546 -5.388173 -4.122366 -4.115661 -5.260783 -5.590568 -4.521492
-1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -5.607421
-7.249341 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-1.000000 
-1.000000 -5.645249 -5.860585 -6.316207 -7.006187 -8.401396 -8.028238
-8.664436 -8.538406 -6.646764 -5.549064 -5.920737 -4.207985 -4.120663
-4.170124 -4.509482 -5.878819 -4.977454 -1.000000 -1.000000 -2.421687
-4.761097 -4.839401 -4.638340 -7.057804 -6.041470 -6.040274 -5.172102
-1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-6.900258 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
-6.068760 
# valid survey index matrix 
1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 
1.000000 1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 
1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 
1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000
1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000
0.000000 1.000000 1.000000 
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 1.000000 
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
1.000000 0.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 1.000000 
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 1.000000 
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 1.000000 
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 1.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 1.000000 
# number of years pre spatial years
19
# inverse of ncells
2.325581395348837e-02
# lower bound
-2.325581395348837e-02
# upper bound
9.767441860465116e-01
# number of 30min grids
19
# Cobs3 (spatial) 
9708.059204 19789.352314 19864.595740 4703.542751 24865.830651
22391.051191 3298.114896 3785.374082 1607.623844 13.258753 3095.918908
6147.752460 1412.057232 1992.127691 318.210080 155.790352 5976.383073
1470.064278 0.000000 
7136.052008 7210.024898 8900.208563 4781.086069 8660.065729 9214.324286
3459.003884 1438.561043 297.757024 177.219241 2062.774563 6314.673114
1483.403968 520.177933 111.210455 606.276350 3741.693685 1272.462848
35.874340 
3494.374253 5083.818168 4192.825158 3690.782342 3970.960126 9376.775315
1045.733272 1144.653986 1838.512144 714.136904 763.102658 1818.021424
922.082378 4151.137142 0.000000 1395.741005 367.419798 169.073671
233.170257 
3919.213780 7115.474619 4661.857458 2783.386498 10473.578160
17355.490357 1289.616979 4329.235489 2210.739507 438.876210 1151.150714
4602.330849 893.656476 1566.398041 53.013520 451.447987 1100.409203
273.953674 136.320479 
1355.682758 4905.360417 1484.488721 3425.880816 2601.164860 8157.966545
948.155004 1016.135929 4426.416912 127.374785 36.852817 1798.274358
588.571691 139.539793 35.779434 1318.543706 1783.962585 71.558868
0.000000 
1175.180100 2510.776394 2138.334700 2817.145024 5239.824000 10261.553791
1196.041286 1548.279237 2248.456472 333.652532 1406.928903 3134.690192
1066.701937 1357.620647 0.000000 2106.054229 1008.846917 350.973637
0.000000 
248.241595 873.392821 1363.203138 285.749592 616.702509 913.752932
148.525212 637.689767 156.597234 25.830472 623.160127 278.258755
158.211638 0.000000 22.601663 91.052412 106.550695 9.686427 27.983011 
152.927464 1595.078193 497.474882 271.110650 1068.649747 545.116656
0.000000 275.058863 150.032107 40.798205 438.514896 100.021405
344.810633 44.746418 0.000000 80.017124 26.321422 394.821335 0.000000 
744.763764 2597.841462 1075.623419 786.681441 173.997906 6083.335878
398.086118 1241.712329 31.635983 76.453625 962.261146 2684.576782
436.312931 440.267429 10.545328 15.817991 369.086467 0.000000 0.000000 
5604.269638 4501.043752 4429.445989 1732.562466 3744.020188 17731.948424
1018.135693 2272.001205 1796.405958 36.186595 1384.137253 7510.010808
1102.398764 850.384979 108.559785 196.441515 2471.027476 0.000000
5.169514 
10099.207514 9990.050035 4301.988851 2039.326967 2801.178205
13384.461615 1229.235387 1976.514021 4566.082391 326.678075 2199.848939
5068.306787 375.481830 739.517746 2.791686 665.538055 3401.949133
0.000000 36.850261 
15729.860697 9154.780846 7102.191992 4692.092836 11935.875089
19465.596114 2123.853910 3325.838763 1877.143607 813.684290 3597.679804
6625.933842 1268.795842 1025.150264 907.158380 11787.848907 3738.861435
73.553382 0.000000 
16474.422370 14641.488806 18006.680580 10642.786170 37505.627307
34941.047643 6796.004037 2642.909017 4379.906854 1396.279030 6366.765149
22104.325285 4506.173235 6654.037868 806.033804 57826.996259 6495.369796
25.052853 1316.443938 
12769.801377 14420.622710 11972.088224 7058.279111 15849.018674
17041.908458 2702.234233 1242.883436 729.855788 469.012617 3032.346960
8590.146475 3794.672853 5696.699405 338.049863 7378.650807 1933.775099
2512.825292 434.738618 
12266.086921 11738.471800 12197.291839 4117.296794 15710.765823
7246.584516 4296.874804 2295.877194 297.113519 1752.827603 2167.222775
2015.112026 2704.585982 4294.996267 743.494596 1956.471200 113.727663
303.206073 1819.642605 
9413.218082 8269.861790 16554.521788 4678.959757 28147.749585
5849.835524 2124.711147 2452.218859 342.695346 1500.330611 1175.548885
2161.317241 4095.209389 2332.664914 914.113875 1896.896627 266.757173
63.736142 2102.903262 
11545.883404 10439.027713 5559.210798 4093.118632 5769.555518
3716.675326 677.036095 4091.362833 391.342515 994.133395 73.743558
298.485830 2696.907266 333.601810 170.663663 388.031579 84.629512
15.049706 6945.940849 
14649.474951 5679.151231 5837.227123 6111.952434 3547.874693 3719.625197
736.073588 1901.032719 610.223878 412.201209 634.659005 399.115456
680.459139 0.000000 998.115785 1484.578641 175.349086 0.000000
1025.595866 
5412.330096 882.585409 408.365352 968.626731 186.974412 867.031786
668.474888 307.763191 58.574285 43.572208 178.701208 29.783535
185.319771 0.000000 114.170216 11.582486 54.272219 8.824751 34.747457 
6112.302664 1098.457148 576.608737 1323.999681 95.768060 1591.300089
495.093365 1108.959129 0.000000 115.021691 57.510845 97.518390
301.806915 2.500472 238.795032 40.007545 0.000000 1.250236 0.000000 
8120.012984 1695.323809 2951.361223 757.191022 23.874261 3348.679181
2050.924637 1892.349286 0.000000 1275.136823 0.000000 414.658210
208.585645 12.565400 366.909689 111.832063 20.104640 0.000000 286.491127

10163.630299 1487.802687 1268.985645 963.101379 29.362847 6441.953284
1876.668912 2503.501861 633.216177 4078.116443 270.648850 186.390246
56.172403 35.746075 306.394924 122.557970 0.000000 0.000000 0.000000 
16868.414430 5455.002573 1508.282889 340.401459 505.067206 2748.119098
2121.005516 1897.115450 5869.849555 7107.748520 285.051629 34.593644
11.069966 60.884814 403.223517 373.611358 525.823392 2.767492 2.767492 
25739.205717 8607.889255 4496.095786 2065.097065 3548.914252 5135.594146
3610.752536 3746.495113 6722.274041 7326.529607 368.013208 1162.861406
187.023105 0.000000 4616.755854 72.396041 3426.745933 16.590759
313.716177 
23335.049126 31991.795432 25403.327725 15676.499550 28743.811394
50878.338237 6145.648172 10109.574802 10096.447291 8472.050570
5267.698433 6809.864828 7232.398691 18003931 5978.278727 756.286292
8555.899702 246.615095 261.412001 
12777.538543 5073.886595 25266.621664 8029.900466 5872.272023
29680.160727 1951.552910 5710.229724 2013.903969 4159.203106 3526.181341
14.090635 1416.108790 4699.226682 477.320251 135.622359 0.000000
22.897281 176.132934 
11630.670185 9217.115504 28370.247790 8610.300984 9226.953840
17294.389490 2378.769135 6723.448657 28.109532 2837.305874 1855.229104
1264.928935 3752.622506 3032.315752 347.855457 0.000000 0.000000
0.000000 1215.737254 
14465.741902 11353.870385 20293.444598 8683.527772 10773.607657
8821.127532 2366.413471 2727.423833 52.922985 1625.491682 2419.336456
926.152237 3661.136497 1194.547375 338.329083 0.000000 0.000000 0.000000
381.801535 
4254.940402 7879.714301 6842.309277 4290.047171 5968.150729 8803.523851
784.636287 1723.742358 135.161061 1186.608792 807.455687 0.000000
1116.395254 217.661968 35.106769 22.819400 8.776692 0.000000 0.000000 
2746.379841 5322.947849 1079.284825 1240.932627 222.061628 2658.208312
204.100761 383.709431 3.265612 1812.414759 248.186525 231.858465
65.312244 0.000000 26.124897 67.271611 3.265612 0.000000 0.000000 
819.136280 1119.516288 422.634670 386.288690 78.098802 946.197023
0.000000 1139.942128 0.000000 344.836248 416.026310 0.600760 0.000000
0.000000 6.007600 6.007600 0.000000 0.000000 6.007600 
880.500000 1351.750000 395.000000 343.750000 275.000000 225.000000
0.000000 840.000000 330.000000 280.250000 32.500000 0.000000 120.000000
0.000000 5.000000 0.000000 0.000000 0.000000 0.000000 
1929.572198 1704.050788 1338.610989 571.938315 305.367503 464.308785
5.006025 305.367503 0.000000 762.667854 310.373528 157.689776 245.295207
0.000000 172.707850 36.293679 0.000000 0.000000 0.000000 
6805.174014 3003.143881 3740.740453 2374.596494 762.334582 906.471352
1663.504932 978.161094 36.602157 1565.057751 267.069532 209.515796
1087.967565 368.545857 315.535837 333.205844 0.000000 0.000000 7.572860 
7726.267424 7816.236982 5203.931300 3031.697380 1053.580326 4187.575089
3241.255361 1202.201053 1.378671 834.923116 1869.477784 206.800640
3494.930813 663.416453 770.125583 8.272026 0.000000 0.000000 0.000000 
15236.061608 20565.733246 10495.712742 5692.151198 17025.281424
20343.646036 3755.134119 1411.749821 0.000000 1415.361974 1727.813214
158.031696 6280.631134 2423.152678 357.302140 6.020255 0.000000
16.856714 0.000000 
25375.169576 28764.478128 21875.503666 16919.789463 41342.207183
33427.912540 3047.200743 2247.277106 0.000000 3733.757276 3235.477084
5489.442515 8094.210578 3524.747128 487.244456 20.064974 0.000000
12.707817 180.584767 
23937.642317 17802.885653 10594.051605 7129.639402 10460.410640
16276.267437 2651.606442 1797.284100 35.354753 3422.340048 3183.695468
1018.216874 3275.617825 1569.751014 1622.783143 21.212852 0.000000
9.192236 79.548193 
29587.086940 18810.692798 11942.077883 6436.718504 7469.350942
17139.992807 2469.647433 991.412423 0.000000 12436.718060 2835.652736
530.174672 4994.728679 2355.937048 117.263835 330.470808 0.000000
0.000000 339.354431 
14397.333165 5514.215902 3372.362166 3626.923597 4864.353637 1607.351637
1161.292331 1757.319852 38.453388 47329.968624 53.834744 415.296595
865.201240 449.904645 1436.874948 834.438529 0.000000 0.000000 0.000000 
15025.779179 11095.267769 7412.620720 5470.463233 3987.444632
12259.008253 1954.872103 1197.292941 2618.857568 19928.393566 759.345080
105.955128 3957.070829 2518.200197 2478.290432 844.109182 0.000000
0.000000 17.659188 
5392.930198 5486.250484 4756.060178 3187.624498 1647.021184 3868.698864
628.684030 923.379670 5496.728551 12686.571707 1008.513965 425.671479
1948.265615 1954.814407 736.739098 862.475904 0.000000 0.000000
26.195168 
3075.390234 938.177080 1395.214240 238.586822 0.000000 575.110178
82.376524 26.421507 406.390852 4076.315852 176.956978 6.101965 65.596121
85.427507 399.678691 220.586026 543.074863 3.050982 73.223577 
625.336798 103.695227 963.546969 58.669668 10.915287 335.645078
212.848099 294.712752 2365.342715 816.736358 40.932327 0.000000
10.915287 141.898732 278.339821 627.083244 656.281637 0.000000 0.000000 
1592.293802 3167.265579 1057.442980 385.881410 9.327244 650.242155
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0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
31236.414085 10013.055138 13748.732684 9211.618187 22420.607618
654.234246 1988.872108 71.965767 47294.593659 2211.311752 1092.571191
4510.945128 4599.266751 745.827041 170.100904 1419.688314 32149.070859
556.099109 448.150459 
6881.733694 3867.241034 11075.124470 4705.246715 14969.264451
3555.833984 3130.365050 101.388342 28931.887510 123.114415 2375.384006
5120.111256 854.558880 1636.697516 200.966177 7.242024 8415.232362
506.941709 416.416403 
10289.260797 63535.875023 9269.380611 7144.482415 40642.668833
368.930572 42.568912 85.137824 15231.156752 127.706736 993.274616
5576.527486 4927.351576 106.422280 127.706736 306.496167 16286.156290
141.896374 0.000000 
7949.355432 7183.721913 2374.409137 6888.811224 25445.499196 173.921688
249.539814 7.561813 3818.715333 2200.487449 444.256487 60.494500
604.945003 703.248566 279.787064 264.663439 1537.316489 1.890453
0.000000 
7970.871046 1638.938159 5270.594079 4277.845195 3487.256083 339.339619
144.399838 7.219992 6025.083232 3508.916058 1263.498581 0.000000
693.119221 0.000000 501.789436 46.929947 433.199513 0.000000 0.000000 
6426.888755 2800.287243 2878.983840 3121.631681 636.130826 318.065413
1068.962109 13.116099 12922.637031 1029.613811 144.277094 190.183443
944.359164 0.000000 160.672219 2049.390547 3101.957532 157.393194
0.000000 
2847.982908 2072.681304 844.078359 894.097818 418.912963 362.641073
1089.486327 0.000000 4117.226663 209.456482 315.747831 59.398107
368.893505 0.000000 215.708914 46.893242 3970.294504 0.000000 0.000000 
1768.742128 474.760834 350.910181 1524.911156 41.283551 510.883941
655.376368 5.160444 1473.306718 0.000000 585.710376 263.182636
314.787075 113.529765 0.000000 5.160444 516.044384 0.000000 0.000000 
2858.075431 1039.066921 667.055307 1239.799256 236.034955 651.661723
702.973670 0.000000 477.201104 0.000000 877.434289 141.107853 51.311947
0.000000 46.180752 7.696792 0.000000 0.000000 0.000000 
1464.508422 1451.773567 1900.040492 1207.264334 0.000000 290.354713
539.957888 0.000000 101.878847 208.851636 152.818270 191.022838 0.000000
112.066731 196.116780 0.000000 45.845481 0.000000 0.000000 
3586.419215 1209.977833 2217.824798 1420.530820 0.000000 342.499526
1740.571361 0.000000 44.917971 816.945590 92.643314 0.000000 67.376956
0.000000 245.645152 16.844239 39.303224 0.000000 0.000000 
267.992958 1495.774648 685.563380 0.000000 0.000000 0.000000 367.711268
0.000000 0.000000 0.000000 405.105634 0.000000 1022.112676 909.929577
0.000000 0.000000 155.809859 0.000000 0.000000 
38683.772266 11107.073752 12189.880583 12442.314078 26850.952217
3995.756496 5606.680770 46.500907 8333.626808 3092.310306 4394.335698
10442.775083 10914.427138 285.648428 0.000000 236.158177 2265.258463
825.288897 33.214933 
12214.953175 6222.645134 6977.442066 10166.724879 12424.028382
2182.886903 439.412299 396.888528 4493.345119 524.459840 5297.753118
5343.820536 4096.456591 892.999188 0.000000 869.611114 715.816809
905.756319 0.000000 
135469.083010 23312.756727 3507.542425 10196.673839 15018.658931
187.777524 3103.643601 2852.092578 6274.603672 5888.419708 407.441797
2664.315054 1764.400129 24.800805 0.000000 8960.024718 0.000000
30.115263 226.750217 
18958.220316 6066.255462 6750.701596 7515.781111 9679.756011 390.040537
2250.233865 772.580294 5247.845405 10388.579679 1185.123169 1605.166824
1072.611476 0.000000 0.000000 7.700800 11.251169 0.000000 262.527284 
18050.009055 1622.432304 3198.098266 2935.487272 2835.479250 374.130731
0.000000 0.000000 8254.978730 2690.863333 136.701613 208.649831
2928.292451 0.000000 93.532683 7.194822 43.168930 0.000000 374.130731 
17837.625000 425.750000 913.250000 676.000000 549.250000 445.250000
1553.500000 884.000000 1820.000000 1826.500000 3601.000000 13.000000
1066.000000 0.000000 6.500000 0.000000 14.950000 0.000000 0.000000 
8386.669417 915.025327 2622.328681 277.377016 19.129449 1237.037724
1444.273426 401.718436 82.894280 344.330088 817.783960 0.000000
108.400213 0.000000 33.476536 77.155446 0.000000 0.000000 0.000000 
4931.683985 2374.768128 594.376798 540.965058 160.235220 825.827671
1109.320752 32.868763 2148.795382 8.217191 1018.931654 0.000000 0.000000
0.000000 54.781272 0.000000 0.000000 5.478127 0.000000 
5707.996152 7103.959703 2508.174075 554.838507 0.000000 359.758302
881.661190 5.067018 504.168324 182.412660 1312.357748 0.000000
9465.190246 0.000000 0.000000 5.067018 706.849057 0.000000 0.000000 
13015.476927 7298.776187 1546.693569 303.273249 176.909395 2961.968730
2249.276595 0.000000 222.400382 333.600574 2496.949748 131.418408
13551.259666 0.000000 237.564045 353.818790 56.863734 0.000000 0.000000 
9383.000000 7672.500000 6308.500000 60.500000 297.000000 849.750000
1248.500000 0.000000 1699.500000 8.250000 2508.000000 93.500000
1545.500000 610.500000 176.000000 0.000000 16.500000 0.000000 0.000000 
0.000000 0.000000 0.000000 0.000000 0.000000 102.000000 0.000000
0.000000 0.000000 0.000000 1779.000000 0.000000 642.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 
# Eobs3 (spatial) 
276.979321 453.425406 421.624077 155.929099 392.900295 448.296160
77.964549 92.326440 31.801329 2.051699 70.783604 120.024372 47.189069
38.982275 10.258493 4.103397 90.274742 43.085672 0.000000 
271.173149 207.488546 241.385189 170.510389 215.705914 245.493873
74.983484 54.440064 15.407565 24.652104 54.440064 169.483218 46.222696
13.353223 5.135855 13.353223 65.738945 36.978157 2.054342 
123.538219 150.878645 133.664303 123.538219 93.159968 207.584712
27.340426 37.466509 62.781718 45.567376 24.302600 75.945626 26.327817
75.945626 0.000000 35.441292 9.113475 23.289992 9.113475 
131.114776 189.612137 132.123351 91.780343 120.020449 341.906992
39.334433 94.806069 99.848945 33.282982 18.154354 84.720317 26.222955
29.248681 2.017150 32.274406 41.351583 20.171504 1.008575 
50.117264 116.599349 57.276873 87.960912 46.026059 184.104235 29.661238
27.615635 164.671010 8.182410 4.091205 35.798046 13.296417 4.091205
2.045603 62.390879 38.866450 9.205212 0.000000 
37.907547 78.888679 72.741509 77.864151 85.035849 234.616981 31.760377
45.079245 96.305660 17.416981 37.907547 61.471698 36.883019 32.784906
0.000000 78.888679 35.858491 24.588679 0.000000 
40.753623 52.550725 55.768116 28.956522 38.608696 40.753623 13.942029
50.405797 15.014493 5.362319 40.753623 17.159420 11.797101 0.000000
2.144928 15.014493 11.797101 1.072464 2.144928 
18.136943 61.878981 35.207006 30.939490 41.608280 30.939490 0.000000
20.270701 14.936306 7.468153 16.003185 11.735669 16.003185 2.133758
0.000000 12.802548 5.334395 9.601911 0.000000 
32.248687 64.497373 46.812609 67.618214 7.281961 149.800350 15.604203
45.772329 4.161121 7.281961 22.886165 80.101576 21.845884 11.443082
4.161121 2.080560 10.402802 0.000000 0.000000 
221.748078 168.610290 163.500887 97.078652 95.034891 470.065050
51.094027 67.444116 24.525133 2.043761 45.984624 194.157303 43.940863
22.481372 7.153164 4.087522 48.028386 0.000000 1.021881 
410.149163 295.429224 151.267884 87.308980 71.065449 377.662100
45.684932 72.080670 94.415525 30.456621 61.928463 146.191781 17.258752
18.273973 1.015221 26.395738 89.339422 0.000000 5.076104 
560.478929 238.609689 179.718787 155.350138 191.903111 431.528161
52.798740 99.505317 50.768019 56.860181 68.029145 123.873966 32.491532
25.384009 40.614415 181.749508 77.167389 11.168964 0.000000 
374.995713 244.874250 299.176908 197.743641 464.134038 563.518148
115.777365 81.966276 73.769648 38.933981 88.113747 253.070877 84.015433
105.531580 39.958560 453.888254 78.892541 6.147471 20.491569 
364.041108 245.444147 217.599643 167.067024 226.881144 330.008937
54.657730 60.845398 22.688114 28.875782 49.501340 147.472744 73.220733
85.596068 34.032172 124.784629 28.875782 35.063450 11.344057 
316.986462 166.187077 184.652308 91.300308 203.117538 130.282462
60.524923 41.033846 31.801231 49.240615 27.697846 56.421538 49.240615
59.499077 57.447385 80.016000 5.129231 30.775385 25.646154 
235.080321 123.672691 263.698795 85.855422 297.427711 96.076305
33.728916 57.236948 24.530120 31.684739 21.463855 52.126506 61.325301
30.662651 33.728916 38.839357 7.154618 14.309237 18.397590 
212.192385 166.869739 116.396794 112.276553 63.863727 60.773547
10.300601 65.923848 20.601202 26.781563 2.060120 12.360721 50.472946
4.120240 23.691383 27.811623 8.240481 5.150301 38.112224 
258.344262 67.878689 114.481967 134.744262 41.537705 53.695082 15.196721
44.577049 41.537705 12.157377 9.118033 7.091803 21.275410 0.000000
20.262295 60.786885 12.157377 0.000000 12.157377 
142.456140 31.543860 20.350877 58.000000 14.245614 22.385965 20.350877
11.192982 9.157895 6.105263 10.175439 2.035088 13.228070 0.000000
28.491228 2.035088 7.122807 4.070175 3.052632 
191.356343 46.085821 26.048507 96.179104 14.026119 39.072761 15.027985
35.065299 0.000000 11.020522 8.014925 17.031716 23.042910 1.001866
9.016791 4.007463 0.000000 1.001866 0.000000 
221.903270 57.232970 96.392371 107.437330 2.008174 54.220708 33.134877
43.175749 0.000000 53.216621 0.000000 27.110354 12.049046 2.008174
16.065395 3.012262 1.004087 0.000000 7.028610 
257.922403 39.292866 42.315394 67.503129 2.015019 113.848561 42.315394
55.413016 7.052566 136.013767 9.067584 16.120150 2.015019 1.007509
7.052566 6.045056 0.000000 0.000000 0.000000 
394.808598 74.530194 35.250768 15.107472 10.071648 54.386899 46.329580
50.358240 47.336745 214.526100 7.050154 3.021494 1.007165 1.007165
13.093142 8.057318 6.042989 1.007165 1.007165 
494.201342 100.447427 71.317673 41.183445 29.129754 78.348993 44.196868
77.344519 47.210291 198.885906 4.017897 30.134228 8.035794 0.000000
87.389262 2.008949 21.093960 6.026846 6.026846 
399.506362 262.966213 223.521281 165.870996 172.950856 349.947345
49.559017 86.981132 72.821413 179.019307 33.376481 45.513383 67.764370
22.250987 98.106626 13.148311 54.616060 5.057043 2.022817 
248.302939 49.258478 255.339864 126.664657 54.284853 255.339864
26.137151 71.374529 23.121326 112.590806 23.121326 3.015825 14.073851
44.232102 13.068576 4.021100 0.000000 6.031650 4.021100 
239.893792 77.287958 302.125654 139.519820 58.216904 196.732984
35.130890 93.347794 4.014959 80.299177 17.063575 10.037397 23.086013
31.115931 17.063575 0.000000 0.000000 0.000000 17.063575 
261.407942 103.557762 213.148014 118.638989 78.422383 105.568592
27.146209 67.362816 2.010830 37.200361 19.102888 11.059567 37.200361
16.086643 9.048736 0.000000 0.000000 0.000000 7.037906 
111.786466 99.479699 97.428571 94.351880 46.150376 101.530827 17.434586
41.022556 4.102256 35.894737 9.230075 0.000000 13.332331 3.076692
1.025564 4.102256 2.051128 0.000000 0.000000 
82.216359 84.221636 25.065963 31.081794 4.010554 49.129288 7.018470
12.031662 1.002639 60.158311 7.018470 4.010554 2.005277 0.000000
1.002639 9.023747 1.002639 0.000000 0.000000 
40.519481 38.493506 20.259740 38.493506 4.051948 26.337662 0.000000
20.259740 0.000000 30.389610 11.142857 1.012987 0.000000 0.000000
1.012987 1.012987 0.000000 0.000000 1.012987 
24.000000 42.000000 18.000000 31.000000 12.000000 10.000000 0.000000
23.000000 5.000000 33.000000 2.000000 0.000000 5.000000 0.000000
1.000000 0.000000 0.000000 0.000000 0.000000 
90.463918 67.345361 42.216495 33.170103 15.077320 19.097938 1.005155
7.036082 0.000000 59.304124 16.082474 14.072165 8.041237 0.000000
13.067010 4.020619 0.000000 0.000000 0.000000 
260.893939 68.015152 104.560606 95.424242 25.378788 31.469697 35.530303
45.681818 4.060606 102.530303 11.166667 13.196970 28.424242 10.151515
19.287879 14.212121 0.000000 0.000000 1.015152 
269.997220 152.563485 131.485635 81.300278 33.122335 96.355885 65.240964
42.155700 1.003707 50.185357 30.111214 13.048193 61.226135 15.055607
39.144578 1.003707 0.000000 0.000000 0.000000 
444.991508 332.488012 167.750749 116.521479 201.903596 336.505994
73.328172 40.179820 0.000000 77.346154 32.143856 14.062937 101.454046
48.215784 16.071928 1.004496 0.000000 7.031469 0.000000 
506.308989 400.955805 306.853933 226.049064 382.544569 413.229963
47.050936 48.073783 0.000000 101.261798 46.028090 56.256554 115.581648
48.073783 18.411236 1.022846 0.000000 7.159925 6.137079 
559.618352 281.332638 189.924922 141.174140 165.549531 202.112617
44.688217 36.563087 1.015641 122.892596 46.719499 16.250261 58.907195
28.437956 41.641293 1.015641 0.000000 3.046924 7.109489 
599.133028 272.701835 194.642202 126.720183 125.706422 226.068807
51.701835 15.206422 0.000000 175.380734 43.591743 11.151376 84.142202
37.509174 6.082569 9.123853 0.000000 0.000000 10.137615 
323.590909 101.700000 62.663636 78.072727 58.554545 39.036364 19.518182
31.845455 1.027273 538.290909 1.027273 6.163636 15.409091 5.136364
48.281818 25.681818 0.000000 0.000000 0.000000 
388.151351 188.010811 148.589189 115.232432 75.810811 223.389189
50.540541 36.389189 34.367568 376.021622 19.205405 2.021622 63.681081
35.378378 79.854054 31.335135 0.000000 0.000000 2.021622 
159.512620 144.369017 106.005222 104.995648 32.306353 97.928634
19.181897 35.335074 78.746736 230.182768 25.239339 8.076588 39.373368
33.315927 29.277633 15.143603 0.000000 0.000000 1.009574 
147.604651 36.127013 55.738819 39.223614 0.000000 43.352415 11.354204
3.096601 29.933810 144.508050 11.354204 1.032200 5.161002 5.161002
14.450805 19.611807 4.128801 1.032200 4.128801 
49.527607 4.306748 47.374233 9.690184 1.076687 22.610429 18.303681
12.920245 73.214724 37.684049 7.536810 0.000000 1.076687 9.690184
18.303681 25.840491 11.843558 0.000000 0.000000 
75.829787 75.829787 55.819149 40.021277 2.106383 44.234043 42.127660
4.212766 119.010638 122.170213 15.797872 12.638298 17.904255 5.265957
25.276596 21.063830 9.478723 0.000000 4.212766 
117.441860 117.441860 49.019211 45.955511 23.488372 51.061678 62.295248
14.297270 61.274014 145.015167 11.233569 26.552073 34.721941 108.250758
45.955511 37.785642 50.040445 7.148635 1.021234 
256.171703 129.616758 38.782967 30.618132 35.721154 100.019231 76.545330
12.247253 113.287088 127.575549 55.112637 17.350275 33.679945 26.535714
26.535714 12.247253 181.667582 190.853022 21.432692 
9.000000 0.000000 0.000000 0.000000 0.000000 8.000000 13.000000 0.000000
0.000000 2.000000 3.000000 0.000000 3.000000 0.000000 3.000000 8.000000
0.000000 0.000000 0.000000 
428.137783 239.553283 109.073197 55.046286 320.083961 138.635091
81.550054 25.484392 386.343380 224.262648 46.891281 42.813778 70.336921
66.259419 57.085038 350.665231 170.235737 26.503767 2.038751 
261.943182 128.443182 125.409091 31.352273 110.238636 145.636364
55.625000 17.193182 154.738636 102.147727 80.909091 48.545455 83.943182
41.465909 30.340909 153.727273 21.238636 9.102273 0.000000 
319.666520 198.767003 164.956121 87.088635 438.516893 161.882405
44.056604 10.245722 111.678368 183.398420 98.358929 101.432646 64.548047
39.958315 21.516016 193.644142 68.646336 26.638877 0.000000 
250.600749 378.932584 29.304120 32.335581 170.772285 103.069663
23.241199 10.104869 43.450936 76.797004 17.178277 0.000000 16.167790
36.377528 9.094382 34.356554 22.230712 91.954307 3.031461 
122.018116 96.384058 110.739130 62.547101 184.565217 236.858696
24.608696 26.659420 22.557971 49.217391 26.659420 15.380435 12.304348
57.420290 6.152174 41.014493 18.456522 5.126812 13.329710 
63.476692 72.842105 58.273684 27.055639 110.303759 85.329323 21.852632
7.284211 50.989474 39.542857 18.730827 32.258647 15.609023 50.989474
3.121805 29.136842 3.121805 0.000000 2.081203 
43.250485 50.291262 20.116505 46.267961 85.495146 73.425243 18.104854
12.069903 43.250485 29.168932 27.157282 19.110680 2.011650 30.174757
3.017476 15.087379 0.000000 0.000000 0.000000 
67.409786 48.293578 23.140673 13.079511 16.097859 54.330275 17.103976
7.042813 9.055046 10.061162 4.024465 14.085627 5.030581 7.042813
23.140673 1.006116 1.006116 4.024465 4.024465 
70.827103 160.130841 48.244548 52.350467 75.959502 59.535826 15.397196
15.397196 1.026480 4.105919 18.476636 25.661994 4.105919 55.429907
13.344237 4.105919 1.026480 27.714953 6.158879 
149.868687 58.732323 69.871212 82.022727 73.921717 144.805556 25.315657
13.164141 5.063131 28.353535 34.429293 55.694444 6.075758 22.277778
15.189394 4.050505 2.025253 2.025253 9.113636 
131.200000 68.627692 64.590769 39.360000 99.913846 69.636923 18.166154
8.073846 2.018462 29.267692 42.387692 20.184615 4.036923 12.110769
11.101538 10.092308 9.083077 3.027692 13.120000 
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
319.395817 278.315970 265.992015 158.157414 544.307985 225.939163
56.484791 49.295817 28.755894 62.646768 56.484791 155.076426 40.052852
72.916730 90.375665 16.431939 19.512928 12.323954 248.533080 
143.538089 103.264813 70.220073 57.828295 85.709794 103.264813 22.718259
8.261185 11.359129 34.077388 13.424426 62.991536 21.685611 20.652963
25.816203 10.326481 9.293833 2.065296 47.501814 
114.835906 85.364744 53.861089 20.324939 586.374492 23.373680 14.227457
6.097482 5.081235 8.129976 16.259951 166.664500 6.097482 4.064988
6.097482 5.081235 11.178716 2.032494 115.852153 
83.060241 91.263722 39.991968 21.534137 222.519411 26.661312 9.228916
1.025435 7.178046 74.856760 45.119143 63.576975 10.254351 3.076305
0.000000 18.457831 1.025435 11.279786 35.890228 
118.083067 12.881789 3.220447 7.514377 16.102236 12.881789 2.146965
18.249201 0.000000 42.939297 27.910543 6.440895 12.881789 19.322684
0.000000 13.955272 0.000000 5.367412 16.102236 
112.366013 15.049020 13.042484 4.013072 14.045752 32.104575 5.016340
6.019608 6.019608 32.104575 38.124183 10.032680 0.000000 7.022876
2.006536 2.006536 0.000000 0.000000 8.026144 
68.669951 4.039409 6.059113 9.088670 4.039409 29.285714 22.216749
0.000000 4.039409 3.029557 46.453202 0.000000 1.009852 0.000000 7.068966
0.000000 0.000000 0.000000 0.000000 
50.166667 4.095238 2.047619 7.166667 2.047619 26.619048 5.119048
5.119048 0.000000 1.023810 23.547619 0.000000 0.000000 1.023810 1.023810
0.000000 0.000000 0.000000 0.000000 
116.477366 6.024691 3.012346 15.061728 0.000000 49.201646 12.049383
8.032922 0.000000 21.086420 9.037037 0.000000 0.000000 0.000000 2.008230
2.008230 0.000000 0.000000 0.000000 
139.000000 3.000000 5.000000 33.000000 4.000000 41.000000 9.000000
10.000000 0.000000 18.000000 20.000000 4.000000 2.000000 4.000000
11.000000 1.000000 1.000000 0.000000 0.000000 
103.722807 15.105263 1.007018 31.217544 11.077193 23.161404 2.014035
10.070175 0.000000 21.147368 15.105263 5.035088 0.000000 12.084211
35.245614 0.000000 1.007018 0.000000 0.000000 
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
300.047105 145.996075 27.185476 55.377821 26.178606 175.195289 51.350343
14.096173 1.006869 85.583906 28.192345 27.185476 2.013739 15.103042
58.398430 2.013739 0.000000 10.068695 1.006869 
193.615222 70.312896 5.095137 29.551797 7.133192 18.342495 25.475687
3.057082 0.000000 29.551797 12.228330 18.342495 7.133192 6.114165
45.856237 4.076110 0.000000 6.114165 0.000000 
518.151237 351.168905 30.360424 89.057244 49.588693 18.216254 47.564664
6.072085 18.216254 109.297527 81.973145 14.168198 42.504594 11.132155
35.420495 0.000000 3.036042 6.072085 0.000000 
103.457143 86.214286 31.442857 38.542857 46.657143 10.142857 19.271429
0.000000 9.128571 24.342857 28.400000 0.000000 3.042857 1.014286
21.300000 1.014286 2.028571 0.000000 0.000000 
125.698630 7.095890 33.452055 38.520548 38.520548 2.027397 23.315068
0.000000 0.000000 27.369863 12.164384 3.041096 1.013699 8.109589
46.630137 3.041096 0.000000 0.000000 0.000000 
80.000000 16.000000 0.000000 7.000000 8.000000 3.000000 11.000000
1.000000 3.000000 9.000000 16.000000 0.000000 2.000000 12.000000
32.000000 0.000000 0.000000 0.000000 0.000000 
48.000000 6.000000 1.000000 7.000000 1.000000 17.000000 17.000000
8.000000 0.000000 4.000000 7.000000 9.000000 2.000000 0.000000 8.000000
5.000000 0.000000 0.000000 0.000000 
54.000000 7.000000 2.000000 32.000000 1.000000 21.000000 9.000000
11.000000 3.000000 1.000000 15.000000 12.000000 0.000000 0.000000
3.000000 2.000000 0.000000 0.000000 0.000000 
55.000000 0.000000 4.000000 57.000000 3.000000 12.000000 0.000000
2.000000 6.000000 0.000000 14.000000 6.000000 0.000000 1.000000
11.000000 0.000000 0.000000 6.000000 0.000000 
135.000000 31.000000 9.000000 51.000000 7.000000 2.000000 10.000000
9.000000 2.000000 18.000000 8.000000 12.000000 1.000000 18.000000
13.000000 0.000000 10.000000 0.000000 1.000000 
146.000000 42.000000 14.000000 26.000000 1.000000 4.000000 14.000000
6.000000 8.000000 16.000000 0.000000 3.000000 3.000000 6.000000
10.000000 0.000000 3.000000 0.000000 0.000000 
0.000000 0.000000 0.000000 10.454545 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 12.545455 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
381.394495 102.374312 31.113761 32.117431 125.458716 37.135780 23.084404
4.014679 148.543119 47.172477 37.135780 7.025688 8.029358 0.000000
72.264220 6.022018 19.069725 12.044037 0.000000 
182.125984 82.968504 19.224409 30.354331 36.425197 16.188976 13.153543
0.000000 13.153543 17.200787 29.342520 18.212598 5.059055 5.059055
33.389764 1.011811 8.094488 3.035433 0.000000 
205.064083 409.122951 50.260805 58.302534 248.288376 17.088674 22.114754
6.031297 80.417288 2.010432 100.521610 32.166915 20.104322 8.041729
77.401639 0.000000 9.046945 3.015648 0.000000 
156.529605 103.006579 17.167763 69.680921 20.197368 13.128289 21.207237
0.000000 62.611842 2.019737 29.286184 2.019737 20.197368 0.000000
51.503289 0.000000 37.365132 7.069079 1.009868 
113.050000 53.496875 6.056250 14.131250 3.028125 3.028125 13.121875
19.178125 1.009375 3.028125 21.196875 1.009375 18.168750 0.000000
51.478125 0.000000 1.009375 0.000000 1.009375 
241.379310 39.553753 14.198783 6.085193 1.014199 1.014199 19.269777
26.369168 18.255578 2.028398 16.227181 0.000000 19.269777 0.000000
79.107505 12.170385 4.056795 0.000000 0.000000 
63.391304 8.217391 12.913043 3.521739 4.695652 11.739130 11.739130
3.521739 28.173913 9.391304 30.521739 3.521739 2.347826 0.000000
11.739130 8.217391 2.347826 0.000000 0.000000 
139.242857 17.100000 7.328571 21.985714 0.000000 1.221429 14.657143
8.550000 57.407143 1.221429 30.535714 0.000000 1.221429 6.107143
32.978571 1.221429 0.000000 0.000000 1.221429 
193.630769 23.943590 6.246154 55.174359 0.000000 14.574359 21.861538
28.107692 6.246154 2.082051 17.697436 0.000000 0.000000 0.000000
35.394872 0.000000 0.000000 0.000000 1.041026 
236.749574 138.637138 18.129472 42.657581 3.199319 65.052811 20.262351
31.993186 6.398637 0.000000 20.262351 7.465077 2.132879 1.066440
28.793867 0.000000 1.066440 0.000000 2.132879 
205.790646 32.926503 17.492205 19.550111 1.028953 65.853007 29.839644
22.636971 2.057906 1.028953 48.360802 0.000000 2.057906 0.000000
10.289532 0.000000 3.086860 0.000000 0.000000 
2.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 1.000000 0.000000
0.000000 0.000000 0.000000 
529.250000 167.291667 41.569444 111.527778 82.125000 96.319444 49.680556
31.430556 95.305556 8.111111 135.861111 13.180556 8.111111 4.055556
210.888889 33.458333 48.666667 2.027778 10.138889 
256.310096 111.751202 23.580529 85.094952 16.403846 39.984375 49.211538
34.858173 12.302885 7.176683 63.564904 7.176683 5.126202 0.000000
62.539663 64.590144 8.201923 2.050481 3.075721 
563.021583 434.100719 62.446043 65.467626 29.208633 22.158273 49.352518
21.151079 22.158273 13.093525 47.338129 7.050360 8.057554 15.107914
12.086331 28.201439 0.000000 0.000000 0.000000 
159.474606 90.402802 33.520140 86.339755 4.063047 14.220665 49.772329
30.472855 42.661996 1.015762 38.598949 7.110333 3.047285 1.015762
1.015762 11.173380 5.078809 1.015762 0.000000 
142.568807 64.155963 37.678899 78.412844 7.128440 9.165138 26.477064
3.055046 38.697248 2.036697 14.256881 0.000000 0.000000 2.036697
10.183486 1.018349 1.018349 6.110092 0.000000 
133.368421 35.096953 17.047091 64.177285 0.000000 13.036011 20.055402
15.041551 18.049861 1.002770 13.036011 0.000000 1.002770 0.000000
12.033241 6.016620 5.013850 8.022161 0.000000 
122.002762 29.240331 21.174033 40.331492 3.024862 14.116022 39.323204
12.099448 32.265193 0.000000 26.215470 2.016575 5.041436 4.033149
11.091160 1.008287 0.000000 2.016575 0.000000 
93.572438 20.565371 35.989399 53.469965 1.028269 8.226148 27.763251
4.113074 5.141343 1.028269 29.819788 0.000000 9.254417 0.000000 1.028269
0.000000 0.000000 0.000000 0.000000 
139.000000 10.000000 25.000000 77.000000 0.000000 28.000000 36.000000
17.000000 3.000000 0.000000 11.000000 9.000000 1.000000 2.000000
3.000000 2.000000 0.000000 0.000000 0.000000 
135.444744 7.075472 36.388140 57.614555 4.043127 25.269542 47.506739
17.183288 21.226415 0.000000 11.118598 8.086253 2.021563 0.000000
0.000000 2.021563 0.000000 0.000000 0.000000 
158.373522 27.063830 15.035461 72.170213 19.044917 37.087470 32.075650
7.016548 11.026005 1.002364 20.047281 14.033097 0.000000 0.000000
1.002364 9.021277 0.000000 0.000000 0.000000 
2.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
325.918668 97.060418 16.347018 110.342370 288.116189 25.542215 32.694036
25.542215 136.906274 6.130132 22.477149 147.123160 3.065066 3.065066
16.347018 3.065066 35.759101 23.498838 0.000000 
71.872910 63.658863 44.150502 100.622074 73.926421 23.615385 70.846154
8.214047 44.150502 2.053512 40.043478 40.043478 3.080268 2.053512
10.267559 1.026756 4.107023 10.267559 0.000000 
217.687042 214.562347 66.660147 153.110024 232.268949 15.623472
92.699267 12.498778 104.156479 2.083130 96.865526 41.662592 12.498778
2.083130 8.332518 0.000000 5.207824 0.000000 0.000000 
66.249284 21.031519 43.114613 51.527221 45.217765 3.154728 25.237822
0.000000 43.114613 2.103152 35.753582 17.876791 5.257880 1.051576
3.154728 0.000000 3.154728 0.000000 0.000000 
49.153846 11.264423 30.721154 44.033654 21.504808 2.048077 22.528846
1.024038 2.048077 1.024038 17.408654 1.024038 0.000000 1.024038 6.144231
0.000000 0.000000 0.000000 2.048077 
88.000000 40.000000 20.000000 64.000000 2.000000 14.000000 41.000000
3.000000 25.000000 3.000000 17.000000 0.000000 2.000000 6.000000
5.000000 0.000000 0.000000 0.000000 0.000000 
63.843750 5.066964 2.026786 32.428571 0.000000 8.107143 22.294643
1.013393 60.803571 1.013393 12.160714 0.000000 5.066964 0.000000
11.147321 1.013393 0.000000 1.013393 0.000000 
57.596859 0.000000 12.125654 22.230366 0.000000 15.157068 17.178010
0.000000 30.314136 1.010471 25.261780 0.000000 0.000000 0.000000
12.125654 0.000000 0.000000 0.000000 0.000000 
43.938567 6.430034 16.075085 45.010239 0.000000 42.866894 23.576792
1.071672 82.518771 0.000000 33.221843 0.000000 2.143345 0.000000
8.573379 0.000000 3.215017 5.358362 0.000000 
42.115385 9.024725 27.074176 46.126374 3.008242 60.164835 61.167582
8.021978 58.159341 0.000000 23.063187 3.008242 4.010989 0.000000
7.019231 0.000000 13.035714 0.000000 0.000000 
33.475962 6.086538 23.331731 15.216346 2.028846 50.721154 19.274038
4.057692 29.418269 0.000000 16.230769 2.028846 0.000000 7.100962
1.014423 1.014423 0.000000 0.000000 0.000000 
1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
130.036274 76.793075 120.821105 90.103875 64.506183 54.267106 70.649629
15.358615 403.419621 33.788953 36.860676 2.047815 1.023908 0.000000
3.071723 8.191261 47.099753 83.960429 0.000000 
30.501193 24.400955 16.267303 97.603819 9.150358 50.835322 18.300716
6.100239 69.136038 5.083532 40.668258 5.083532 0.000000 0.000000
0.000000 9.150358 14.233890 29.484487 0.000000 
555.962154 138.733624 67.825328 116.125182 264.107715 31.857351
84.267831 11.304221 48.299854 7.193595 42.133916 17.470160 1.027656
3.082969 1.027656 2.055313 1.027656 18.497817 0.000000 
88.455285 21.853659 45.788618 67.642276 63.479675 18.731707 15.609756
0.000000 15.609756 0.000000 20.813008 11.447154 1.040650 0.000000
0.000000 0.000000 10.406504 3.121951 0.000000 
104.931138 55.062874 17.661677 28.050898 43.634731 23.895210 8.311377
7.272455 6.233533 0.000000 21.817365 9.350299 3.116766 0.000000 1.038922
1.038922 10.389222 5.194611 0.000000 
100.100000 29.322222 72.800000 41.455556 42.466667 14.155556 21.233333
2.022222 60.666667 9.100000 26.288889 2.022222 11.122222 0.000000
0.000000 5.055556 13.144444 4.044444 0.000000 
27.279310 31.320690 32.331034 38.393103 3.031034 48.496552 19.196552
1.010345 11.113793 9.093103 27.279310 0.000000 7.072414 2.020690
2.020690 0.000000 24.248276 0.000000 9.093103 
11.031884 109.315942 8.023188 66.191304 0.000000 53.153623 7.020290
4.011594 26.075362 0.000000 32.092754 2.005797 3.008696 4.011594
11.031884 1.002899 5.014493 0.000000 3.008696 
39.602649 116.777042 54.834437 57.880795 6.092715 26.401766 9.139073
13.200883 80.220751 0.000000 15.231788 7.108168 10.154525 3.046358
1.015453 7.108168 10.154525 0.000000 2.030905 
44.037534 60.423592 71.689008 56.327078 16.386059 17.410188 3.072386
2.048257 65.544236 4.096515 14.337802 13.313673 0.000000 2.048257
1.024129 7.168901 0.000000 3.072386 0.000000 
122.378549 12.340694 46.277603 41.135647 8.227129 15.425868 31.880126
1.028391 15.425868 5.141956 1.028391 12.340694 8.227129 2.056782
0.000000 1.028391 2.056782 0.000000 0.000000 
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
295.710655 66.838710 85.067449 68.864125 91.143695 7.088954 39.495601
2.025415 150.893451 30.381232 31.393939 16.203324 29.368524 4.050831
3.038123 6.076246 80.003910 21.266862 7.088954 
106.948031 41.133858 80.211024 38.048819 51.417323 42.162205 26.737008
3.085039 98.721260 6.170079 47.303937 23.651969 9.255118 14.396850
6.170079 1.028346 24.680315 24.680315 7.198425 
107.300613 312.791411 66.809816 60.736196 156.901840 10.122699 5.061350
4.049080 75.920245 4.049080 28.343558 23.282209 33.404908 1.012270
3.036810 20.245399 71.871166 5.061350 0.000000 
100.885714 90.695238 21.400000 56.047619 97.828571 10.190476 10.190476
1.019048 25.476190 24.457143 25.476190 1.019048 6.114286 8.152381
6.114286 34.647619 14.266667 1.019048 0.000000 
79.569061 30.361878 59.676796 50.254144 23.033149 8.375691 1.046961
4.187845 31.408840 25.127072 29.314917 0.000000 9.422652 0.000000
12.563536 6.281768 8.375691 0.000000 0.000000 
73.500000 56.936620 74.535211 43.478873 6.211268 10.352113 14.492958
1.035211 95.239437 15.528169 8.281690 3.105634 7.246479 0.000000
4.140845 15.528169 10.352113 1.035211 0.000000 
55.636364 64.363636 21.818182 32.727273 7.636364 13.090909 14.181818
0.000000 44.727273 9.818182 17.454545 2.181818 9.818182 0.000000
8.727273 7.636364 14.181818 0.000000 0.000000 
44.695946 34.054054 21.283784 44.695946 1.064189 34.054054 28.733108
1.064189 21.283784 0.000000 58.530405 8.513514 7.449324 3.192568
0.000000 1.064189 5.320946 0.000000 0.000000 
39.771186 29.305085 13.605932 31.398305 10.466102 37.677966 15.699153
0.000000 15.699153 0.000000 40.817797 6.279661 2.093220 0.000000
2.093220 2.093220 0.000000 0.000000 0.000000 
51.314961 40.842520 33.511811 55.503937 0.000000 27.228346 15.708661
0.000000 3.141732 6.283465 8.377953 6.283465 0.000000 2.094488 6.283465
0.000000 9.425197 0.000000 0.000000 
56.066986 24.918660 33.224880 38.416268 0.000000 7.267943 24.918660
0.000000 3.114833 9.344498 7.267943 0.000000 1.038278 0.000000 6.229665
1.038278 4.153110 0.000000 0.000000 
5.809524 13.071429 5.809524 0.000000 0.000000 0.000000 4.357143 0.000000
0.000000 0.000000 5.809524 0.000000 10.166667 11.619048 0.000000
0.000000 4.357143 0.000000 0.000000 
278.275168 86.255034 85.228188 110.899329 119.114094 40.046980 33.885906
1.026846 46.208054 20.536913 49.288591 40.046980 59.557047 4.107383
0.000000 9.241611 12.322148 72.906040 2.053691 
130.377644 54.841390 68.293051 98.300604 54.841390 24.833837 5.173716
3.104230 40.354985 4.138973 69.327795 41.389728 34.146526 9.312689
0.000000 9.312689 5.173716 32.077039 0.000000 
504.944056 145.285714 39.623377 106.678322 73.150849 5.079920 14.223776
9.143856 15.239760 31.495504 12.191808 16.255744 20.319680 1.015984
0.000000 14.223776 0.000000 7.111888 1.015984 
161.518519 59.190016 75.241546 94.302738 40.128824 14.045089 21.067633
5.016103 38.122383 74.238325 17.054750 10.032206 7.022544 0.000000
0.000000 2.006441 1.003221 0.000000 3.009662 
151.666667 16.969697 42.424242 51.969697 24.393939 10.606061 0.000000
0.000000 60.454545 26.515152 3.181818 2.121212 20.151515 0.000000
1.060606 3.181818 1.060606 0.000000 4.242424 
141.000000 15.000000 22.000000 21.000000 7.000000 15.000000 18.000000
7.000000 15.000000 13.000000 13.000000 2.000000 9.000000 0.000000
1.000000 0.000000 2.000000 0.000000 0.000000 
105.000000 24.642857 26.785714 16.071429 1.071429 22.500000 23.571429
6.428571 11.785714 5.357143 21.428571 0.000000 2.142857 0.000000
2.142857 16.071429 0.000000 0.000000 0.000000 
86.684211 14.982456 18.192982 40.666667 5.350877 18.192982 18.192982
4.280702 16.052632 1.070175 18.192982 0.000000 0.000000 0.000000
1.070175 0.000000 0.000000 1.070175 0.000000 
62.898551 28.405797 44.637681 45.652174 0.000000 10.144928 19.275362
1.014493 8.115942 3.043478 21.304348 0.000000 28.405797 0.000000
0.000000 1.014493 6.086957 0.000000 0.000000 
123.857868 52.791878 26.395939 19.289340 5.076142 17.258883 29.441624
0.000000 1.015228 8.121827 41.624365 3.045685 55.837563 0.000000
4.060914 7.106599 5.076142 0.000000 0.000000 
109.000000 48.000000 39.000000 1.000000 5.000000 11.000000 23.000000
0.000000 10.000000 1.000000 28.000000 2.000000 7.000000 5.000000
4.000000 0.000000 3.000000 0.000000 0.000000 
0.000000 0.000000 0.000000 0.000000 0.000000 1.000000 0.000000 0.000000
0.000000 0.000000 12.000000 0.000000 4.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
# Number of cells in each grid
9 9 1 1 8 1 1 1 1 1 1 1 1 1 1 1 1 1 2 
# number of obs4 (vms) months
67
# Cobs4 (vms) 
507.258243 0.000000 73.089199 7.318951 6.448995 3.064935 0.000000
0.000000 0.000000 260.308385 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 8.674634 0.000000 8.674634 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 247.228243
0.000000 11.920662 123.500002 0.000000 32.500000 2.150736 1.952675
33.488932 368.930795 0.000000 0.000000 0.000000 
11553.225346 2050.303534 3815.085750 0.000000 1.683253 1.083334 0.000000
401.726712 145.564737 15237.933731 615.386282 571.243848 12.328532
2.305641 0.000000 72.101918 479.441278 865.717275 7236.905229
7354.006108 46287.121316 222.949976 0.000000 2.084906 1863.618034
1931.021447 2226.204598 2153.884577 8572.952332 169.743570 45.543790
4448.599318 5146.463056 5012.471296 11818.246510 2831.515376 5336.318166
730.707370 11699.457765 5985.846607 337.425326 
7615.473081 5.383805 9.240440 37.319989 1.574642 14382.392296
2348.386641 308.060311 170.944349 21182.479086 0.000000 0.000000
963.701232 94.716370 24238.461711 12207.620890 219.502773 624.031413
2720.298194 3976.650609 7760.126885 11995.928378 2836.146734 9853.418515
0.000000 0.000000 36.352484 0.000000 9585.429051 330.626220 10.533568
809.446144 1891.010724 2225.019828 17.794530 1098.619672 2472.516828
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0.000000 0.000000 0.000000 4181.768543 0.000000 5.085343 29.684734
18.206821 0.000000 140.261119 0.000000 35.409905 852.118529 1153.832251
48.783513 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
636.905197 1130.799682 52.161881 2207.429243 129.999998 437.336080
278.631676 214.214368 43.551398 1057.465105 50.341424 20.023762 0.000000

8280.289121 2591.328303 390.265750 2002.353824 1308.852426 0.000000
0.000000 0.000000 0.000000 2273.766153 0.000000 59.139668 121.527697
13.459973 0.000000 0.523741 0.000000 0.000000 430.046447 1364.596780
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
249.010874 179.355598 138.491414 333.988412 0.000000 217.931104 0.000000
37.686046 161.129834 1627.290763 6816.164678 58.500000 0.000000 
4677.755600 414.657309 23.821394 101.178761 0.037119 0.000000 0.000000
0.000000 0.000000 1910.140638 37.059320 35.016290 66.356598 0.000000
0.000000 0.000000 0.000000 0.000000 327.297480 69.202524 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
257.789114 333.040156 56.522928 0.000000 0.000000 78.000006 0.000000
59.184654 487.280600 308.689565 0.000000 0.000000 0.000000 
1156.030047 168.596126 175.108339 185.185272 247.201113 0.000000
0.000000 0.000000 0.000000 531.294173 44.639375 0.000000 49.878168
0.000000 0.000000 0.000000 0.000000 0.000000 218.057360 8.665138
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
362.378934 106.952466 8.823280 0.000000 0.000000 351.000014 20.553573
56.412247 0.000000 170.234465 0.000000 0.000000 0.000000 
1173.761681 301.594486 877.861993 197.092348 1029.800537 0.000000
0.000000 0.000000 0.000000 402.356306 2.559735 0.000000 3.278762
0.000000 0.000000 0.000000 0.000000 0.000000 350.596936 388.063476
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
785.477849 706.082124 24.577017 0.000000 0.000000 0.000000 181.186605
14.208393 0.000000 50.131919 45.499996 0.000000 0.000000 
1437.182058 59.816317 163.147902 370.319836 1277.209046 0.000000
0.000000 0.000000 0.000000 325.463782 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 1105.924599 111.105460
73.055908 1.045098 0.000000 1.057843 0.000000 0.815686 0.000000 0.000000
882.938900 214.195141 7.023529 1728.153148 0.000000 0.000000 5.222421
0.000000 0.000000 35.850218 0.896784 51.350005 0.000000 
2381.087547 285.777149 1750.011229 721.987067 1206.121104 0.000000
0.000000 0.000000 0.000000 1057.718774 8.799728 0.000000 4.769022
0.000000 0.000000 0.000000 0.000000 0.000000 472.939869 343.596373
483.876716 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 652.569477 337.211670 85.518641 827.695218 32.659372 332.712428
627.074864 9.512195 0.000000 0.956870 30.304775 0.000000 0.000000 
24707.818669 0.398162 0.077279 6.390685 0.000000 0.000000 0.000000
0.000000 0.000000 9637.701486 0.000000 0.000000 10.966257 22.053572
6.878834 33.815479 0.000000 0.000000 3201.860702 6209.477626
61299.989638 91.324857 0.000000 35.526374 0.000000 13.367092 33.511414
32.650831 2921.381925 2642.011471 204.275136 18566.506040 440.774279
5677.594593 40124.356602 193.724115 63.076678 111.025479 167.596090
5507.206305 422.500011 
2953.275837 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 3697.785644 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 1270.592262 5100.527218 6890.630572
0.000000 0.000000 32.269137 3.306521 17.315488 12.417823 0.192432
149.236928 447.716242 27.010236 3774.501904 71.130686 505.698619
4098.307739 3.199105 94.921489 316.794794 0.369318 1061.989884 0.000000 
6752.373665 1.708976 0.000000 3.652558 225.276546 1916.460510
2852.968775 77.844411 139.412355 7413.440441 0.965909 0.000000 0.000000
0.000000 861.534221 3833.013082 1196.007817 5665.976229 2616.091576
6801.496606 8992.817210 0.000000 0.000000 2.308036 4118.834032
6744.156996 3069.219084 8887.561066 86.568932 2876.669409 35.773050
6117.900821 278.898746 3355.175806 3192.555013 159.773702 69.514202
213.659199 38.556814 1964.849412 0.000000 
1208.452888 0.248210 0.000000 0.983193 0.000000 245.728307 226.351757
80.857105 36.672218 726.876129 0.000000 0.000000 0.000000 1.634078
10.893857 34.216794 0.000000 18.944776 695.588614 668.189565 3332.889055
0.000000 0.000000 0.000000 527.328332 526.431648 14.575912 232.552218
0.000000 710.176709 0.000000 1979.157711 0.000000 1053.625366 45.302456
318.451169 0.000000 28.029623 0.000000 1342.342384 0.000000 
842.283132 0.000000 0.000000 0.000000 26.046408 110.972863 132.597906
5.879200 14.513596 324.848498 0.000000 0.000000 0.000000 0.000000
7.281374 1.163372 21.034242 67.384994 361.440013 316.215555 606.003925
0.000000 0.000000 0.000000 71.976986 11.187524 48.533423 4.755455
27.366683 709.017479 0.000000 0.000000 0.000000 117.352600 111.283949
17.668219 0.000000 9.822752 0.000000 0.000000 0.000000 
815.781522 0.000000 0.756614 0.000000 0.729592 303.847794 134.171522
0.000000 0.000000 1386.945738 0.000000 0.000000 0.000000 1.875181
0.000000 44.288070 0.000000 0.000000 320.181993 325.772240 10.133082
0.000000 0.000000 0.000000 54.866924 0.000000 0.000000 0.000000
147.050723 2293.483312 13.578537 3237.000021 0.000000 209.318847
0.000000 26.185781 53.060041 440.852528 0.000000 0.000000 0.000000 
355.862107 1.149764 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 183.052795 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 9.200318 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 57.446644
138.041504 0.000000 6238.797947 0.000000 204.056712 0.000000 0.000000
0.190182 0.000000 0.000000 150.702146 0.000000 
265.450674 0.000000 0.000000 0.000000 0.000000 0.000000 14.188137
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 675.853683 626.249140
14.008380 827.165015 0.000000 143.000009 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 
1042.457086 0.000000 0.000000 0.000000 0.000000 1.575000 0.000000
0.000000 0.000000 1.157761 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 55.640815 56.951428 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 1623.869096
407.453584 0.775327 8285.112785 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 203.887413 0.000000 
182.717680 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.609985 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 1078.975846 100.543618 26.978599 0.000000
0.000000 0.000000 0.000000 4.427947 0.000000 29.633183 3832.565956
1183.145695 4.840842 8314.787526 0.000000 104.000001 0.000000 0.330812
0.000000 143.000009 0.000000 512.222990 0.000000 
698.797057 3.871969 8.756836 0.000000 13.251385 1.276933 43.599009
0.000000 0.000000 2246.763404 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 1853.763177 47.486791 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
4083.107787 2916.361772 228.062498 4409.302839 0.000000 58.048108
0.000000 0.000000 28.688656 121.414947 0.000000 412.808065 0.000000 
14191.169092 7.432206 10.387812 13.210632 80.692764 1.186798 5.548880
0.000000 0.000000 14927.859673 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 27934.400119 12515.333223
15177.766449 0.000000 0.000000 12.812678 0.000000 3.607240 0.000000
37.338039 8331.381350 5009.021084 50.065850 128311.986677 168.300422
835.457663 1235.758509 127.344990 121.512149 116.925873 71.857709
11434.372341 181.867340 
591.020038 0.000000 0.000000 0.000000 0.000000 8.177420 0.000000
0.000000 0.000000 1779.062262 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 3749.546234 11564.947507 1997.642320
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
3128.788713 877.484525 326.729451 10839.446587 45.500003 1020.821059
296.960469 61.981292 13.789088 0.000000 116.609961 2227.929920 91.000000

# Eobs4 (vms) 
201.108462 0.000000 24.533324 2.408334 2.133334 0.983333 0.000000
0.000000 0.000000 50.200000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 4.033334 0.000000 4.033333 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 87.633316 0.000000 5.108334
25.249992 0.000000 12.116665 1.000000 3.650000 6.166676 121.125077
7.083333 0.000000 0.000000 
2395.551569 307.550159 630.675004 0.000000 0.183333 0.216667 0.000000
70.983491 20.275020 1904.192868 104.433330 112.624983 1.583333 0.266667
0.000000 9.858331 50.266651 119.116691 1163.350246 932.759078
4480.297216 13.774998 0.000000 0.283333 260.408663 227.800095 300.917104
241.966738 1363.867202 27.958330 8.266667 610.625265 972.659807
766.133976 1168.901868 443.083814 904.526182 144.516666 1421.385626
846.483765 41.216703 
786.258276 0.666667 0.675000 4.766667 0.733333 1202.445656 242.266639
20.324999 7.083332 1925.527392 0.000000 0.000000 80.675126 6.641667
1626.907744 887.107632 11.516665 29.658326 220.691623 363.916676
595.050414 699.025414 142.175356 447.425727 0.000000 0.000000 0.991667
0.000000 1193.425715 28.775021 2.591667 46.758342 343.850001 213.983404
4.266668 137.366677 208.149979 20.591668 29.133329 290.275135 697.223976

938.550689 0.350000 0.000000 0.000000 0.000000 32.025013 8.608335
0.891667 0.000000 658.350283 0.000000 0.000000 16.699992 0.000000
130.991748 66.358316 26.649992 55.049993 1201.241919 636.558560
1546.884117 334.716816 32.466659 156.474962 0.400000 2.133333 0.200000
1.516667 2906.702034 2.350000 22.175002 13.874998 233.125053 323.541791
231.241985 138.891778 658.192428 20.233327 13.358334 55.483406 27.166660

543.833752 1.616667 1.016667 1.883333 0.000000 17.333330 1.758333
6.149998 0.000000 492.208588 0.000000 0.000000 0.000000 0.000000
3.216667 0.000000 68.558346 31.441669 232.549974 188.991697 1188.966954
43.774991 0.083333 65.466652 1.466667 0.150000 0.000000 1.733333
819.100154 52.075108 3.208334 0.000000 57.758325 76.525007 577.416713
14.899999 402.058192 1.125000 0.200000 0.000000 0.000000 
264.733301 0.000000 0.000000 0.000000 0.000000 17.016661 1.741667
101.441910 11.124996 290.283494 0.000000 0.000000 0.000000 0.000000
99.525232 5.691665 0.000000 0.000000 345.416580 131.208317 345.299950
8.225001 0.000000 0.000000 7.283335 0.000000 0.866667 0.000000
705.716831 18.125011 25.883334 21.108334 5.349999 26.250001 134.816643
24.341664 129.933371 17.833331 2.558334 0.000000 0.000000 
454.966947 0.000000 0.000000 0.250000 0.050000 52.191654 24.558327
8.074999 3.750001 135.650023 0.000000 0.000000 0.608333 1.541667
443.700070 24.616685 4.033332 3.875000 180.166678 99.274982 84.133327
11.208335 0.000000 10.516667 0.166667 0.000000 0.000000 0.000000
665.350208 0.325000 4.833334 11.116667 23.316668 4.033334 1.000000
49.783329 132.908417 233.566554 1.741667 0.000000 34.333336 
569.309193 0.000000 0.000000 15.850002 0.000000 28.166662 4.233333
40.841691 3.716667 1350.956293 0.000000 0.000000 4.916666 0.000000
762.081662 28.533343 132.891958 22.083328 216.908385 76.608328
1155.784401 7.341666 0.000000 10.183332 0.233333 1.216667 0.000000
0.066667 794.200184 76.316822 3.566667 0.000000 3.708334 28.174996
231.050109 134.333402 416.725068 138.141766 4.366667 21.341669
298.575024 
1665.356584 1.166667 0.000000 2.033334 0.000000 214.800082 6.791667
54.708339 4.791666 458.625087 0.000000 0.000000 0.000000 0.000000
123.216633 7.183334 61.591823 21.716662 403.291761 443.266656
1162.001010 11.900001 1.900000 11.324998 0.000000 22.450027 0.050000
0.000000 1634.459085 26.708323 7.391667 1.458333 41.650003 201.566712
645.350822 65.399991 185.841629 161.450032 0.000000 6.625000 14.133329 
1212.350746 0.000000 0.000000 0.000000 0.000000 44.966652 5.925000
17.799997 2.700000 673.850454 0.000000 0.000000 2.216667 0.000000
302.500450 13.508343 68.291710 37.141694 650.925609 256.375137
1265.858714 2.133333 0.916667 0.000000 2.466667 2.700000 4.633334
0.675000 764.758661 0.325000 9.866667 0.000000 28.441669 188.700040
279.750090 38.233335 148.625051 295.308665 0.208333 45.366730 25.216704 
4041.119783 2.283333 0.816667 17.358356 0.000000 1.191667 0.433333
1.991667 2.258333 3573.662066 1.183333 0.700000 11.983328 1.633333
3.025001 1.125000 205.450532 214.350410 2762.045518 1031.342219
6685.600829 102.600285 0.000000 4.758334 3.716667 1.083334 3.225000
6.991665 2897.104124 17.550001 24.633334 123.250097 173.183326
574.025227 2138.516638 450.658660 564.633724 653.009057 14.541668
84.633409 7.083334 
1504.742097 0.200000 0.000000 0.000000 0.000000 0.000000 0.000000
0.583333 0.000000 1018.250122 0.100000 7.558330 0.000000 0.000000
0.183333 0.000000 100.991732 55.933347 614.316656 382.208287 1173.667378
5.058334 0.000000 0.000000 12.191663 2.950000 1.125000 0.466667
873.317021 25.116667 8.741667 13.099999 39.341669 234.700031 791.125283
138.241629 219.566730 218.366604 5.266668 81.799978 10.100001 
341.658330 382.907085 687.439391 4.208334 1.000000 0.183333 0.000000
1.183334 0.000000 267.958346 289.824880 276.025333 22.424993 7.216663
2.266667 0.000000 9.883331 0.358333 141.741674 211.666697 2880.394915
41.899980 0.000000 1.183333 646.559610 1241.687549 770.750726
1330.277906 169.208358 5.250001 1.341667 10.449996 14.950000 142.724992
2585.147745 57.599998 58.874990 39.833329 0.000000 16.766660 0.000000 
509.916750 32.908324 39.083320 0.000000 0.000000 0.000000 0.000000
1.483333 0.016667 1065.200596 15.425000 99.658368 6.324999 4.299999
0.000000 26.158323 8.874998 52.608390 322.741676 182.341720 1839.701016
13.391664 0.000000 1.333333 197.566737 136.116609 59.091650 87.491638
109.916658 0.166667 5.058334 6.908334 722.091837 508.575537 1070.600837
135.724953 68.500010 3.608333 0.000000 10.933333 1.308333 
1257.309978 0.991667 5.391667 0.000000 0.000000 0.000000 0.000000
14.158328 0.000000 191.483302 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.316667 0.000000 34.450002 8.583334 110.516666
1.500000 0.000000 0.000000 14.400002 1.266667 6.183334 0.000000
75.491664 0.000000 70.025110 12.116662 488.116528 287.816806 92.008402
30.733326 150.366775 5.600000 0.000000 0.000000 0.000000 
1181.426251 12.150001 83.583403 0.000000 0.000000 0.000000 0.000000
12.224995 0.241667 199.208589 5.750001 1.000000 1.800000 1.566667
0.050000 0.000000 2.350000 6.191665 9.591668 25.275003 124.783331
2.066667 0.000000 0.000000 1.891667 17.791663 0.000000 3.341667
333.650544 42.258323 3.433334 46.366746 168.883420 110.049977 155.000203
32.424998 34.241660 6.500000 0.000000 2.000000 0.000000 
448.858690 2.358334 116.250138 0.000000 0.000000 0.000000 0.333333
15.891669 5.575001 56.116662 1.675000 2.458334 0.000000 0.000000
0.000000 0.000000 1.916667 46.400072 102.608383 6.741667 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
222.716922 7.666667 2.525000 0.000000 27.341663 15.233331 0.000000
94.516627 1.000000 19.883327 0.000000 0.000000 0.000000 
327.225233 3.275000 0.000000 0.000000 0.000000 0.000000 0.000000
5.883332 0.000000 26.733336 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 8.725001 18.933335 7.958335 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 213.116752 2.016667
3.958334 0.000000 78.316725 25.216662 5.225000 7.075000 12.766667
10.808329 0.000000 0.000000 0.000000 
850.774351 1.008333 0.000000 0.250000 0.000000 0.000000 0.000000
0.000000 0.000000 55.183326 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 17.041666 8.841665 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 558.617253 142.933374
0.891667 0.000000 435.741346 52.366647 0.000000 1.683333 0.000000
22.050047 0.000000 0.000000 0.000000 
1518.668503 3.916667 46.983332 0.000000 0.000000 11.458327 0.000000
7.958334 0.000000 78.116693 0.050000 12.541666 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 3.633333 10.800001 4.541667 2.408334
0.000000 0.000000 0.000000 1.466667 0.000000 0.975000 479.800371
0.358333 0.191667 0.000000 256.275253 2.550000 6.375000 0.000000
4.875000 40.475046 0.000000 0.000000 0.000000 
1263.367154 3.275001 19.708328 13.624997 0.000000 0.483333 0.000000
26.849989 10.041664 321.258627 9.166665 21.233326 0.000000 0.016667
0.000000 0.000000 0.000000 0.000000 0.000000 20.708335 82.216653
0.016667 0.000000 0.000000 0.000000 3.700000 0.000000 0.241667
261.083379 10.383334 3.441667 0.000000 211.908399 14.708332 0.908333
1.116667 15.949997 131.641865 0.000000 0.000000 0.000000 
3678.785293 40.116672 302.983929 4.833332 5.366667 2.800001 0.000000
0.000000 0.000000 1597.035070 36.833328 112.883529 16.566661 3.700000
0.383333 2.858333 0.000000 0.033333 84.874992 52.741665 102.658336
0.000000 0.000000 0.383333 0.000000 0.000000 0.000000 0.100000
1988.577031 77.616747 18.200001 0.925000 514.317462 220.600189 31.633336
3.816667 89.783428 264.391593 1.200000 0.000000 0.000000 
2190.159234 140.583511 121.841687 1.566667 0.000000 0.000000 0.000000
0.000000 0.000000 785.484027 4.333334 28.558345 3.033333 2.000001
0.000000 7.058333 0.000000 3.050000 0.000000 13.191664 12.900001
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
403.233583 16.008331 42.966660 0.000000 121.458335 110.033435 0.000000
5.358334 4.366665 174.408343 0.000000 0.000000 0.000000 
3528.754424 35.349994 55.808318 1460.291317 1460.707645 10.716664
9.649997 0.000000 0.000000 1812.610851 6.325000 20.266661 1272.812805
1081.262461 5.833334 12.374995 0.000000 0.483333 662.825632 584.775248
440.708820 3.475000 0.000000 30.299989 0.000000 0.000000 0.000000
0.000000 265.883482 169.316695 5.366667 222.058556 772.783146 655.625667
55.049996 103.541686 15.858334 353.791812 16.333333 31.124991 0.000000 
1290.801324 40.366656 34.583318 53.108313 6.441667 0.000000 0.000000
0.000000 0.000000 789.958842 6.066665 132.275259 72.333305 153.950326
8.233332 0.000000 0.000000 0.000000 233.841854 104.950029 360.791712
0.000000 0.000000 82.375195 0.316667 0.000000 0.000000 0.000000
100.349985 0.000000 5.316667 88.799983 108.741659 252.208449 21.525000
32.241657 8.200001 63.333321 5.441667 10.133333 0.000000 
1711.084701 18.591668 31.691657 8.808333 36.541659 3.050000 0.891667
0.000000 0.000000 267.983320 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 184.058348 155.800052 500.917017
2.075000 0.000000 44.299980 0.000000 0.000000 0.000000 0.000000
13.100001 1.908334 0.000000 10.083334 103.225035 25.850059 27.800022
7.283333 12.650008 163.933521 0.308333 0.000000 0.000000 
814.717273 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 296.408574 0.000000 0.000000 16.016661 6.616665
1.366667 0.000000 0.000000 0.000000 12.875000 14.133333 81.958321
0.000000 0.000000 7.958333 0.000000 0.000000 0.000000 0.000000 0.958333
0.000000 6.050000 0.000000 45.766651 94.033395 0.000000 31.825006
30.883381 77.583340 0.000000 0.000000 0.000000 
135.958405 7.733333 22.675053 17.916663 32.666660 0.000000 0.000000
0.000000 0.000000 68.700046 1.066667 1.091667 1.333333 0.000000 0.000000
0.000000 0.000000 0.000000 0.116667 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 49.466646 5.400000 0.000000
0.000000 47.841656 14.166665 0.000000 16.033333 7.458330 126.258557
24.066662 0.000000 0.000000 
201.108462 0.000000 24.533324 2.408334 2.133334 0.983333 0.000000
0.000000 0.000000 50.200000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 4.033334 0.000000 4.033333 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 87.633316 0.000000 5.108334
25.249992 0.000000 12.116665 1.000000 3.650000 6.166676 121.125077
7.083333 0.000000 0.000000 
146.141798 0.000000 0.000000 6.933334 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 2.225000 0.000000 17.608333 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 52.691652 0.000000 1.241667
132.391902 3.941667 5.033334 0.000000 0.000000 5.791667 153.558578
0.000000 5.741667 0.000000 
1172.541753 20.891660 19.233332 4.583333 57.400005 0.000000 0.000000
0.000000 0.000000 539.884048 0.541667 1.275000 4.616667 0.975000
2.525000 0.000000 0.000000 0.000000 13.133333 54.024994 16.116667
0.000000 0.000000 0.000000 0.000000 0.983333 0.000000 0.000000 4.108334
7.683334 0.000000 122.616815 31.833327 7.975001 4.891667 14.750000
23.333357 94.283446 11.991667 3.158334 0.000000 
1407.642629 5.216665 31.016741 9.866664 112.100094 10.033330 0.000000
0.000000 0.000000 669.900553 1.458333 0.000000 7.241668 0.000000
0.000000 0.000000 0.000000 0.000000 22.358335 18.808332 59.308321
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 62.516677
7.333334 2.225000 33.250026 20.674998 0.000000 0.000000 17.749998
3.441666 176.158372 0.000000 33.383329 0.000000 
5001.590404 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.016667 0.000000 1186.184530 0.350000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 171.758457 43.074995 1522.093482
0.000000 0.000000 0.000000 0.000000 0.433333 0.000000 2.350000
483.250276 4.983334 12.308335 1794.611231 95.558410 200.366772 66.749988
109.816650 12.224998 639.350902 10.716668 168.308462 1.033333 
2139.176187 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 846.975429 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.233333 100.808441 7.458334 503.283707
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.266667
181.058391 2.633334 4.783333 120.858293 79.558317 249.050063 199.750146
94.924968 31.425063 335.274903 4.100000 74.291652 15.149995 
2071.242872 0.000000 0.000000 0.250000 0.000000 331.633004 7.400001
0.866667 3.650000 1733.600866 0.000000 0.000000 8.208332 0.600000
1378.827125 1012.856497 365.916551 605.782765 286.099943 121.300007
1681.127621 0.500000 0.000000 0.000000 16.616666 932.662869 67.458388
714.057897 79.908336 2.433334 1.000000 892.242910 47.216664 339.983469
217.858378 168.466646 52.300089 583.733743 4.233333 137.891765 0.000000 
1527.484445 0.000000 0.283333 0.000000 0.000000 22.808328 0.133333
0.000000 0.033333 821.675558 0.000000 0.000000 0.000000 0.000000
75.108306 9.633332 15.216661 9.216667 283.866635 158.316672 103.724979
0.000000 0.000000 0.000000 5.616667 14.741667 8.866667 7.350000
144.908307 46.433333 5.616667 968.508744 28.283335 303.125039 10.058334
62.033312 0.000000 338.858641 1.425000 397.033647 0.000000 
1564.026626 0.000000 0.000000 0.000000 0.000000 0.900000 0.000000
0.000000 0.000000 374.166562 0.000000 0.000000 1.900000 1.466667
164.516759 131.933381 22.116660 64.991696 163.066669 73.683304 27.325001
0.000000 0.000000 0.000000 0.666667 6.050001 2.558334 7.250001 29.266667
0.000000 2.108333 0.000000 22.983335 140.208400 7.483334 20.516664
0.000000 245.941629 0.208333 0.000000 0.000000 
3209.168538 0.000000 0.000000 8.933332 8.191665 102.858562 41.683434
1.083333 0.000000 298.375036 0.000000 0.000000 2.900000 0.000000
193.041970 33.208349 15.491664 16.283328 205.716591 15.416665 14.783334
0.000000 0.000000 0.000000 0.233333 6.916667 0.933334 0.650000 12.133333
53.058351 0.000000 20.641666 8.858334 31.666664 0.000000 22.016664
2.000000 559.417333 6.300001 30.324995 0.000000 
354.116756 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 24.750001 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 72.133316 33.258334 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 7.658334 3.950001
1.408333 5.033333 0.000000 0.000000 0.000000 5.958334 0.000000 8.050000
20.983347 0.000000 0.000000 
1156.525978 0.000000 0.000000 0.000000 0.000000 1.908333 3.049999
0.000000 0.000000 97.100083 0.000000 0.000000 0.000000 0.000000
58.883350 103.466689 0.000000 1.100000 17.033333 18.066663 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 4.808333
0.000000 7.441667 0.000000 6.475000 38.383330 0.000000 0.241667 4.875000
63.500002 12.208329 0.000000 0.000000 
2118.544820 0.000000 0.000000 1.566667 11.966664 2.000000 7.924999
0.000000 0.000000 154.441869 0.000000 0.000000 0.133333 0.000000
35.599992 22.658327 0.000000 0.000000 1.783333 0.191667 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 14.850000
43.266650 0.000000 0.000000 0.000000 0.000000 0.000000 1.525000 0.000000
260.883532 0.000000 0.000000 0.000000 
2313.577030 0.000000 0.633333 0.000000 9.333333 17.891681 10.624996
0.600000 2.216667 763.116296 10.908331 2.199999 18.949994 23.066657
290.616703 269.033780 3.241667 0.000000 9.283331 1.300000 52.649981
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
423.800678 117.266712 8.208334 39.933326 6.983333 157.925107 0.000000
0.000000 15.091668 180.875059 0.000000 11.516668 0.000000 
2107.768549 0.000000 0.000000 0.000000 0.650000 28.516662 36.958320
2.141667 0.975000 113.725006 0.000000 0.000000 6.199999 10.674999
218.975234 122.625187 3.708333 16.858333 16.166668 4.725000 4.016667
0.000000 0.000000 0.000000 0.016667 0.000000 0.000000 0.000000
401.500331 156.599957 6.149999 5.408333 11.999999 136.825008 0.000000
2.808333 3.466667 70.483324 2.683333 43.416658 1.000000 
6852.890187 7.033333 3.725000 0.166667 10.791662 0.975000 4.383332
0.000000 0.175000 1971.242901 0.000000 0.000000 0.700000 4.083331
11.824999 12.894 0.000000 2.883334 152.608353 801.009077 981.659525
0.650000 0.000000 0.000000 0.000000 1.283334 0.000000 2.549999
890.183827 508.767744 35.858334 733.584131 58.133331 1311.510134
74.333320 41.225002 20.000002 1457.732291 179.091709 676.500455 2.625000

3326.993702 0.133333 0.000000 0.000000 0.000000 0.000000 0.433333
0.000000 0.000000 1409.142624 0.333333 0.983333 0.400000 0.000000
7.416664 0.000000 0.000000 0.000000 100.250009 788.159055 305.100341
0.875000 0.000000 0.000000 0.000000 0.000000 0.000000 0.183333
532.883916 371.125378 13.375000 110.424977 52.499994 576.575332
32.374996 29.124997 35.358358 356.266660 19.241679 56.808320 11.133334 
1473.259039 979.746591 1326.610338 950.306423 2234.383129 0.033333
2.350001 0.000000 0.000000 648.458298 1082.861243 576.556372 1716.290538
1415.191793 9.866664 20.033324 0.000000 0.000000 350.633433 468.041866
373.716815 2.683333 0.625000 3.975000 0.000000 0.000000 0.000000
1.400000 170.366730 225.366710 33.808335 27.483328 25.416669 325.358504
85.733403 30.850003 25.858332 127.608290 19.808332 21.091664 0.000000 
1269.367571 104.508408 64.041732 212.133473 81.250008 0.000000 0.000000
0.000000 0.000000 750.583415 11.600000 41.166749 20.858333 26.283325
0.266667 0.016667 0.000000 0.000000 113.099989 275.016620 87.999989
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
315.967013 149.058353 13.549999 322.391811 0.000000 323.833468 12.791665
13.899997 33.925008 19.383333 0.000000 0.000000 0.000000 
878.742333 139.775045 28.883360 389.167207 49.408319 0.050000 0.000000
0.000000 0.000000 683.717269 0.000000 1.141667 8.475001 3.125000
0.000000 19.591658 0.000000 5.841664 152.024956 185.758304 3.466667
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 87.933326
194.466811 3.908334 272.858531 2.000000 57.324987 49.666729 41.716693
25.616661 208.100053 2.975000 1.183334 0.000000 
702.408705 280.999888 59.233468 263.833755 160.216809 0.000000 0.000000
0.000000 0.000000 296.641899 0.000000 4.333334 7.216664 3.641667
0.000000 0.133333 0.000000 0.000000 64.608326 234.066651 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 34.666667
32.083329 22.099990 2.725000 0.000000 28.741665 0.000000 3.716666
12.549998 175.308441 30.216666 13.099997 0.000000 
891.950496 82.199977 7.666667 20.166688 0.008333 0.000000 0.000000
0.000000 0.000000 257.758704 2.900000 2.766667 23.983322 0.000000
0.000000 0.000000 0.000000 0.000000 52.941649 10.641667 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 49.141654
35.075020 13.308334 0.000000 0.000000 12.099996 0.000000 11.958332
53.316775 72.883424 0.000000 0.000000 0.000000 
326.300088 82.249966 45.558353 43.375061 63.033324 0.000000 0.000000
0.000000 0.000000 105.541767 12.116662 0.000000 10.341661 0.000000
0.000000 0.000000 0.000000 0.000000 33.933323 2.941667 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 69.358371
22.933349 3.208333 0.000000 0.000000 46.366665 9.591664 17.133329
0.000000 23.433331 0.000000 0.000000 0.000000 
315.900148 71.875012 199.075141 27.058343 146.058596 0.000000 0.000000
0.000000 0.000000 33.766668 0.741667 0.000000 0.950000 0.000000 0.000000
0.000000 0.000000 0.000000 71.466670 23.241667 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 125.933526
157.375190 11.266665 0.000000 0.000000 0.000000 35.266660 4.050000
0.000000 13.641664 12.133333 0.000000 0.000000 
500.975166 15.733334 38.866667 62.258319 149.300170 0.000000 0.000000
0.000000 0.000000 88.958420 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 214.691987 30.900008 34.516669 1.366667
0.000000 1.383333 0.000000 1.066667 0.000000 0.000000 187.583365
66.499991 4.041667 165.708310 0.000000 0.000000 5.841667 0.000000
0.000000 5.350000 0.058333 24.974993 0.000000 
592.383529 55.716715 329.708854 118.400030 169.066811 0.000000 0.000000
0.000000 0.000000 198.166665 0.475000 0.000000 0.375000 0.000000
0.000000 0.000000 0.000000 0.000000 120.575028 69.724986 90.691725
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
127.674989 81.783366 21.041669 91.508412 12.616667 37.699991 96.608300
2.000000 0.000000 2.375000 2.358333 0.000000 0.000000 
3836.666657 0.083333 0.033333 0.791667 0.000000 0.000000 0.000000
0.000000 0.000000 896.117354 0.000000 0.000000 0.916667 0.250000
0.575000 0.383333 0.000000 0.000000 170.616659 420.849939 3427.100839
3.708334 0.000000 8.499998 0.000000 3.958334 1.183333 2.499999
267.758344 309.358730 20.341667 1513.027137 38.975029 255.258498
2146.307935 18.400002 13.708328 27.774996 2.191667 453.641973 33.349994 
729.383474 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 657.908517 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 197.874973 780.542093 844.025308
0.000000 0.000000 6.366665 0.750000 2.450000 2.816667 0.133333 29.366663
110.241706 12.383334 410.174997 8.024998 68.574997 592.117150 0.458333
13.500001 66.241660 0.041667 107.691672 0.000000 
1336.533296 2.416667 0.000000 1.350000 19.674995 313.833608 397.856794
18.533326 7.699999 811.425251 0.283333 0.000000 0.000000 0.000000
107.175023 318.724688 166.250095 671.440673 340.024992 972.608644
829.333534 0.000000 0.000000 0.183333 457.559285 565.642241 365.792073
813.122901 26.891669 221.391780 12.766668 607.866962 12.950001
249.416673 381.549951 28.341662 6.241667 26.649996 1.450000 178.666722
0.000000 
366.783377 0.066667 0.000000 0.350000 0.000000 54.824985 45.366649
15.424993 6.916663 212.341629 0.000000 0.000000 0.000000 0.300000
2.000000 8.674999 0.000000 4.875000 156.524968 111.033330 380.900055
0.000000 0.000000 0.000000 64.566646 53.158325 3.233333 26.524997
0.000000 155.041673 0.000000 283.425094 0.000000 118.900017 7.850000
58.566649 0.000000 9.425000 0.000000 217.675055 0.000000 
240.349974 0.000000 0.000000 0.000000 4.916665 33.008367 30.749991
1.058333 3.008334 88.258306 0.000000 0.000000 0.000000 0.000000 3.533333
0.466667 10.799996 28.666659 76.416697 76.391648 98.424975 0.000000
0.000000 0.000000 14.600002 3.600000 10.600001 1.858333 11.608335
179.391838 0.000000 0.000000 0.000000 38.374993 21.925000 5.216667
0.000000 3.691667 0.000000 0.000000 0.000000 
145.925063 0.000000 0.183333 0.000000 0.050000 56.333383 29.324995
0.000000 0.000000 219.466889 0.000000 0.000000 0.000000 0.650000
0.000000 14.191659 0.000000 0.000000 69.724980 68.524972 2.050000
0.000000 0.000000 0.000000 11.099998 0.000000 0.000000 0.000000
35.416666 464.466317 3.991667 235.133532 0.000000 52.899985 0.000000
9.933334 12.025029 50.508318 0.000000 0.000000 0.000000 
113.233393 0.250000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 40.375002 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 12.258335 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 16.650010 63.449984
0.000000 655.599435 0.000000 15.024996 0.000000 0.000000 0.075000
0.000000 0.000000 11.150002 0.000000 
51.525031 0.000000 0.000000 0.000000 0.000000 0.000000 2.916667 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 117.466727 130.208352 2.666667
67.599994 0.000000 14.100001 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
220.133187 0.000000 0.000000 0.000000 0.000000 1.050000 0.000000
0.000000 0.000000 0.666667 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 18.808333 18.824999 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 295.874593
72.475111 0.166667 731.300407 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 30.533324 0.000000 
38.183325 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.208333 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 108.891686 21.758332 2.316667 0.000000 0.000000
0.000000 0.000000 0.325000 0.000000 2.175000 526.192072 160.308467
1.033333 565.241192 0.000000 4.716667 0.000000 0.308333 0.000000
37.333320 0.000000 75.741645 0.000000 
106.449966 0.216667 0.500000 0.000000 2.050000 0.516667 3.025001
0.000000 0.000000 108.125134 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 216.783526 4.033334 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
553.050905 277.824900 2.058333 382.025108 0.000000 11.774997 0.000000
0.000000 1.283333 3.741667 0.000000 36.541658 0.000000 
1219.973644 1.166667 1.133333 1.750000 3.266667 0.433333 0.491667
0.000000 0.000000 859.974399 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 1587.634247 622.658291 687.291698
0.000000 0.000000 0.600000 0.000000 0.383333 0.000000 1.116667
749.666938 361.925281 2.100000 5130.846190 3.350000 98.574971 41.249999
7.625000 5.916667 3.358333 2.825000 662.175617 1.483333 
82.866669 0.000000 0.000000 0.000000 0.000000 1.516667 0.000000 0.000000
0.000000 178.949972 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 298.383314 882.034080 140.983366 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 480.567032
131.441756 2.341667 919.042121 1.033333 113.374968 25.316668 9.741668
0.216667 0.000000 5.000000 225.191663 0.133333 
# vms time indices (relative to beginning of spatial years)
50 51 52 53 54 55 56 57 58 59 61 62 63 64 65 66 67 68 69 70 71 73 74 75
76 77 78 79 80 81 82 83 85 86 87 88 89 90 91 92 93 94 95 97 98 99 100
101 102 103 104 105 106 107 109 110 111 112 113 114 115 116 117 118 119
121 122 
# qinc
1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
1.000000 1.000000 1.000000 1.000000 1.031000 1.031000 1.031000 1.031000
1.031000 1.031000 1.031000 1.031000 1.031000 1.031000 1.031000 1.031000
1.045000 1.045000 1.045000 1.045000 1.045000 1.045000 1.045000 1.045000
1.045000 1.045000 1.045000 1.045000 1.050000 1.050000 1.050000 1.050000
1.050000 1.050000 1.050000 1.050000 1.050000 1.050000 1.050000 1.050000
1.043000 1.043000 1.043000 1.043000 1.043000 1.043000 1.043000 1.043000
1.043000 1.043000 1.043000 1.043000 1.073000 1.073000 1.073000 1.073000
1.073000 1.073000 1.073000 1.073000 1.073000 1.073000 1.073000 1.073000
1.051000 1.051000 1.051000 1.051000 1.051000 1.051000 1.051000 1.051000
1.051000 1.051000 1.051000 1.051000 1.100000 1.100000 1.100000 1.100000
1.100000 1.100000 1.100000 1.100000 1.100000 1.100000 1.100000 1.100000
1.049000 1.049000 1.049000 1.049000 1.049000 1.049000 1.049000 1.049000
1.049000 1.049000 1.049000 1.049000 1.028000 1.028000 1.028000 1.028000
1.028000 1.028000 1.028000 1.028000 1.028000 1.028000 1.028000 1.028000
1.025000 1.025000 1.025000 1.025000 1.025000 1.025000 1.025000 1.025000
1.025000 1.025000 1.025000 1.025000 1.043000 1.043000 1.043000 1.043000
1.043000 1.043000 1.043000 1.043000 1.043000 1.043000 1.043000 1.043000
1.094000 1.094000 1.094000 1.094000 1.094000 1.094000 1.094000 1.094000
1.094000 1.094000 1.094000 1.094000 1.102000 1.102000 1.102000 1.102000
1.102000 1.102000 1.102000 1.102000 1.102000 1.102000 1.102000 1.102000
1.064000 1.064000 1.064000 1.064000 1.064000 1.064000 1.064000 1.064000
1.064000 1.064000 1.064000 1.064000 1.098000 1.098000 1.098000 1.098000
1.098000 1.098000 1.098000 1.098000 1.098000 1.098000 1.098000 1.098000
1.137000 1.137000 1.137000 1.137000 1.137000 1.137000 1.137000 1.137000
1.137000 1.137000 1.137000 1.137000 1.163000 1.163000 1.163000 1.163000
1.163000 1.163000 1.163000 1.163000 1.163000 1.163000 1.163000 1.163000
1.180000 1.180000 1.180000 1.180000 1.180000 1.180000 1.180000 1.180000
1.180000 1.180000 1.180000 1.180000 1.165000 1.165000 1.165000 1.165000
1.165000 1.165000 1.165000 1.165000 1.165000 1.165000 1.165000 1.165000
1.165000 1.165000 1.165000 1.165000 1.165000 1.165000 1.165000 1.165000
1.165000 1.165000 1.165000 1.165000 

pin file:

## scallop input file, generated by full2 slash script.R
# a_sr
3.500000000000e+00
# b_sr
1.600000000000e-01
# c_sr
-9.000000000000e-01
# Fpre
1.000000000000e-05
# M
0.090000
# iota
0.900000
# vartheta
3.700000
# iota for cepat
8.100000000000e-01
# vartheta for cepat
-3.000000000000e-01
# inst catchability
5.800000000000e-01
# fishing efficiency decrease (relative to 1989)
9.990000000000e-01
# Effort nyearsparameters
5000.000000 5000.000000 5000.000000 5000.000000 5000.000000 5000.000000
5000.000000 5000.000000 5000.000000 5000.000000 5000.000000 
# catch fitting sigma
# recruitment deviations
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 0.000000000000e+00
0.000000000000e+00 0.000000000000e+00 
# rec dev sigma
0.600000
# survey catchability
1.000000
# spatio-temporal recruitment deviations
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 
# survey sigma
0.500000
# initial proportions
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
0.000000 0.000000 0.000000 
# gamma
1.000000
# survey catchability b
1.000000
# rho
0.300000
# sigma_s
0.300000
# sigma_c2
0.500000
# sigma_e2
0.500000
# early_kappa
1.000000
# sigma_c3
0.500000
# sigma_e3
0.500000





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