[26527] | 1 | /*!\file StochasticForcingx
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| 2 | * \brief: compute noise terms for the StochasticForcing fields
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| 3 | */
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| 4 |
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| 5 | #include "./StochasticForcingx.h"
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[26676] | 6 | #include "../../classes/Loads/Friction.h"
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[26527] | 7 | #include "../../shared/shared.h"
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| 8 | #include "../../toolkits/toolkits.h"
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| 9 | #include "../../shared/Random/random.h"
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| 10 |
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| 11 | void StochasticForcingx(FemModel* femmodel){/*{{{*/
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| 12 |
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[26640] | 13 |
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[26527] | 14 | /*Retrieve parameters*/
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| 15 | bool randomflag;
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[28013] | 16 | int M,N,numfields,numtcov,my_rank;
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| 17 | int* fields = NULL;
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| 18 | int* dimensions = NULL;
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| 19 | IssmDouble* timecovariance = NULL;
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| 20 | IssmDouble* covariance = NULL;
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[26527] | 21 | femmodel->parameters->FindParam(&randomflag,StochasticForcingRandomflagEnum);
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| 22 | femmodel->parameters->FindParam(&numfields,StochasticForcingNumFieldsEnum);
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[28013] | 23 | femmodel->parameters->FindParam(&numtcov,StochasticForcingNumTimesCovarianceEnum);
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[26527] | 24 | femmodel->parameters->FindParam(&fields,&N,StochasticForcingFieldsEnum); _assert_(N==numfields);
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| 25 | femmodel->parameters->FindParam(&dimensions,&N,StochasticForcingDimensionsEnum); _assert_(N==numfields);
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[28013] | 26 | femmodel->parameters->FindParam(&timecovariance,&N,StochasticForcingTimeCovarianceEnum); _assert_(N==numtcov);
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[26527] | 27 | int dimtot=0;
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| 28 | for(int i=0;i<numfields;i++) dimtot = dimtot+dimensions[i];
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[28013] | 29 | femmodel->parameters->FindParam(&covariance,&M,&N,StochasticForcingCovarianceEnum); _assert_(M==numtcov); _assert_(N==dimtot*dimtot);
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[26527] | 30 |
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[27035] | 31 | /*Check if this is a timestep for new noiseterms computation*/
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| 32 | bool isstepforstoch = false;
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| 33 | IssmDouble time,dt,starttime,tstep_stoch;
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| 34 | femmodel->parameters->FindParam(&time,TimeEnum);
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| 35 | femmodel->parameters->FindParam(&dt,TimesteppingTimeStepEnum);
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| 36 | femmodel->parameters->FindParam(&starttime,TimesteppingStartTimeEnum);
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| 37 | femmodel->parameters->FindParam(&tstep_stoch,StochasticForcingTimestepEnum);
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[28013] | 38 |
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| 39 | /*Check if we use HydroarmaPw*/
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| 40 | bool ispwHydro;
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| 41 | femmodel->parameters->FindParam(&ispwHydro,HydrologyIsWaterPressureArmaEnum);
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| 42 |
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[27035] | 43 | #ifndef _HAVE_AD_
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| 44 | if((fmod(time,tstep_stoch)<fmod((time-dt),tstep_stoch)) || (time<=starttime+dt) || tstep_stoch==dt) isstepforstoch = true;
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| 45 | #else
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| 46 | _error_("not implemented yet");
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| 47 | #endif
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| 48 |
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[26527] | 49 | /*Compute noise terms*/
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[28013] | 50 | IssmDouble* timestepcovariance = xNew<IssmDouble>(dimtot*dimtot);
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| 51 | IssmDouble* noiseterms = xNew<IssmDouble>(dimtot);
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[27035] | 52 | if(isstepforstoch){
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[28013] | 53 | /*Find covariance to be applied at current time step*/
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| 54 | int itime;
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| 55 | if(numtcov>1){
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| 56 | for(int i=0;i<numtcov;i++){
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| 57 | if(time>=timecovariance[i]) itime=i;
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| 58 | }
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| 59 | }
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| 60 | else itime=0;
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| 61 | for(int i=0;i<dimtot*dimtot;i++) timestepcovariance[i] = covariance[itime*dimtot*dimtot+i];
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[27035] | 62 | my_rank=IssmComm::GetRank();
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| 63 | if(my_rank==0){
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| 64 | int fixedseed;
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| 65 | /*Determine whether random seed is fixed to time step (randomflag==false) or random seed truly random (randomflag==true)*/
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| 66 | if(randomflag) fixedseed=-1;
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| 67 | else fixedseed = reCast<int,IssmDouble>((time-starttime)/dt);
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| 68 | /*multivariateNormal needs to be passed a NULL pointer to avoid memory leak issues*/
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| 69 | IssmDouble* temparray = NULL;
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[28013] | 70 | multivariateNormal(&temparray,dimtot,0.0,timestepcovariance,fixedseed);
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[27035] | 71 | for(int i=0;i<dimtot;i++) noiseterms[i]=temparray[i];
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| 72 | xDelete<IssmDouble>(temparray);
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| 73 | }
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| 74 | ISSM_MPI_Bcast(noiseterms,dimtot,ISSM_MPI_DOUBLE,0,IssmComm::GetComm());
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| 75 | femmodel->parameters->SetParam(noiseterms,dimtot,StochasticForcingNoisetermsEnum);
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| 76 | }
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| 77 | else{
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| 78 | IssmDouble* temparray = NULL;
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| 79 | femmodel->parameters->FindParam(&temparray,&N,StochasticForcingNoisetermsEnum); _assert_(N==dimtot);
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| 80 | for(int i=0;i<dimtot;i++) noiseterms[i] = temparray[i];
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| 81 | xDelete<IssmDouble>(temparray);
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| 82 | }
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| 83 |
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[26527] | 84 | int i=0;
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| 85 | for(int j=0;j<numfields;j++){
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[26615] | 86 | int dimenum_type,noiseenum_type;
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[26527] | 87 | IssmDouble* noisefield = xNew<IssmDouble>(dimensions[j]);
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| 88 | for(int k=0;k<dimensions[j];k++){
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| 89 | noisefield[k]=noiseterms[i+k];
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| 90 | }
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[26615] | 91 |
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| 92 | int dimensionid;
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| 93 |
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[27347] | 94 | /*Deal with the ARMA models*/
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[28013] | 95 | if(fields[j]==SMBarmaEnum || fields[j]==FrontalForcingsRignotarmaEnum || fields[j]==BasalforcingsDeepwaterMeltingRatearmaEnum || fields[j]==FrontalForcingsSubglacialDischargearmaEnum || (fields[j]==FrictionWaterPressureEnum && ispwHydro)){
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[26615] | 96 | switch(fields[j]){
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[27347] | 97 | case SMBarmaEnum:
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[26615] | 98 | dimenum_type = SmbBasinsIdEnum;
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[27347] | 99 | noiseenum_type = SmbARMANoiseEnum;
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[26615] | 100 | break;
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[27347] | 101 | case FrontalForcingsRignotarmaEnum:
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[26615] | 102 | dimenum_type = FrontalForcingsBasinIdEnum;
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[27347] | 103 | noiseenum_type = ThermalforcingARMANoiseEnum;
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[26615] | 104 | break;
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[27347] | 105 | case BasalforcingsDeepwaterMeltingRatearmaEnum:
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[27035] | 106 | dimenum_type = BasalforcingsLinearBasinIdEnum;
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| 107 | noiseenum_type = BasalforcingsDeepwaterMeltingRateNoiseEnum;
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| 108 | break;
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[28013] | 109 | case FrontalForcingsSubglacialDischargearmaEnum:
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| 110 | dimenum_type = FrontalForcingsBasinIdEnum;
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| 111 | noiseenum_type = SubglacialdischargeARMANoiseEnum;
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| 112 | break;
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| 113 | case FrictionWaterPressureEnum:
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| 114 | dimenum_type = HydrologyBasinsIdEnum;
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| 115 | noiseenum_type = FrictionWaterPressureNoiseEnum;
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| 116 | break;
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[26615] | 117 | }
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| 118 | for(Object* &object:femmodel->elements->objects){
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| 119 | Element* element = xDynamicCast<Element*>(object);
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| 120 | int numvertices = element->GetNumberOfVertices();
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| 121 | IssmDouble* noise_element = xNew<IssmDouble>(numvertices);
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| 122 | element->GetInputValue(&dimensionid,dimenum_type);
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| 123 | for(int i=0;i<numvertices;i++) noise_element[i] = noisefield[dimensionid];
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| 124 | element->AddInput(noiseenum_type,noise_element,P0Enum);
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| 125 | xDelete<IssmDouble>(noise_element);
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| 126 | }
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| 127 | }
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| 128 | else{
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| 129 | switch(fields[j]){
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[27347] | 130 | case SMBarmaEnum:
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| 131 | case FrontalForcingsRignotarmaEnum:
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| 132 | case BasalforcingsDeepwaterMeltingRatearmaEnum:
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[28013] | 133 | case FrontalForcingsSubglacialDischargearmaEnum:
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[26615] | 134 | /*Already done above*/
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| 135 | break;
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[27035] | 136 | case BasalforcingsSpatialDeepwaterMeltingRateEnum:
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| 137 | /*Delete BasalforcingsSpatialDeepwaterMeltingRateEnum at previous time step (required if it is transient)*/
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| 138 | femmodel->inputs->DeleteInput(BasalforcingsSpatialDeepwaterMeltingRateEnum);
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| 139 | for(Object* &object:femmodel->elements->objects){
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| 140 | Element* element = xDynamicCast<Element*>(object);
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| 141 | int numvertices = element->GetNumberOfVertices();
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| 142 | IssmDouble baselinedeepwatermelt;
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| 143 | IssmDouble deepwatermelt_tot[numvertices];
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| 144 | Input* baselinedeepwatermelt_input = NULL;
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| 145 | baselinedeepwatermelt_input = element->GetInput(BaselineBasalforcingsSpatialDeepwaterMeltingRateEnum); _assert_(baselinedeepwatermelt_input);
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| 146 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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| 147 | Gauss* gauss = element->NewGauss();
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| 148 | for(int i=0;i<numvertices;i++){
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| 149 | gauss->GaussVertex(i);
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| 150 | baselinedeepwatermelt_input->GetInputValue(&baselinedeepwatermelt,gauss);
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| 151 | deepwatermelt_tot[i] = baselinedeepwatermelt+noisefield[dimensionid];
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| 152 | }
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| 153 | element->AddInput(BasalforcingsSpatialDeepwaterMeltingRateEnum,&deepwatermelt_tot[0],P1DGEnum);
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| 154 | delete gauss;
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| 155 | }
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| 156 | break;
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[26615] | 157 | case DefaultCalvingEnum:
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| 158 | /*Delete CalvingCalvingrateEnum at previous time step (required if it is transient)*/
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| 159 | femmodel->inputs->DeleteInput(CalvingCalvingrateEnum);
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| 160 | for(Object* &object:femmodel->elements->objects){
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| 161 | Element* element = xDynamicCast<Element*>(object);
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| 162 | int numvertices = element->GetNumberOfVertices();
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| 163 | IssmDouble baselinecalvingrate;
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| 164 | IssmDouble calvingrate_tot[numvertices];
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| 165 | Input* baselinecalvingrate_input = NULL;
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| 166 | baselinecalvingrate_input = element->GetInput(BaselineCalvingCalvingrateEnum); _assert_(baselinecalvingrate_input);
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| 167 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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| 168 | Gauss* gauss = element->NewGauss();
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| 169 | for(int i=0;i<numvertices;i++){
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| 170 | gauss->GaussVertex(i);
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| 171 | baselinecalvingrate_input->GetInputValue(&baselinecalvingrate,gauss);
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| 172 | calvingrate_tot[i] = max(0.0,baselinecalvingrate+noisefield[dimensionid]);
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| 173 | }
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| 174 | element->AddInput(CalvingCalvingrateEnum,&calvingrate_tot[0],P1DGEnum);
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| 175 | delete gauss;
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| 176 | }
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| 177 | break;
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[26640] | 178 | case FloatingMeltRateEnum:
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| 179 | /*Delete BasalforcingsFloatingiceMeltingRateEnum at previous time step (required if it is transient)*/
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| 180 | femmodel->inputs->DeleteInput(BasalforcingsFloatingiceMeltingRateEnum);
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| 181 | for(Object* &object:femmodel->elements->objects){
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| 182 | Element* element = xDynamicCast<Element*>(object);
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| 183 | int numvertices = element->GetNumberOfVertices();
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| 184 | IssmDouble baselinefloatingicemeltrate;
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| 185 | IssmDouble floatingicemeltrate_tot[numvertices];
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| 186 | Input* baselinefloatingicemeltrate_input = NULL;
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| 187 | baselinefloatingicemeltrate_input = element->GetInput(BaselineBasalforcingsFloatingiceMeltingRateEnum); _assert_(baselinefloatingicemeltrate_input);
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| 188 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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| 189 | Gauss* gauss = element->NewGauss();
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| 190 | for(int i=0;i<numvertices;i++){
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| 191 | gauss->GaussVertex(i);
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| 192 | baselinefloatingicemeltrate_input->GetInputValue(&baselinefloatingicemeltrate,gauss);
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[27035] | 193 | /*No check for positive melt rate because basal accretion is allowed*/
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| 194 | floatingicemeltrate_tot[i] = baselinefloatingicemeltrate+noisefield[dimensionid];
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[26640] | 195 | }
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| 196 | element->AddInput(BasalforcingsFloatingiceMeltingRateEnum,&floatingicemeltrate_tot[0],P1DGEnum);
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| 197 | delete gauss;
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| 198 | }
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| 199 | break;
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[27035] | 200 | case SMBforcingEnum:
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| 201 | /*Delete SmbMassBalanceEnum at previous time step (required if it is transient)*/
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| 202 | femmodel->inputs->DeleteInput(SmbMassBalanceEnum);
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| 203 | for(Object* &object:femmodel->elements->objects){
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| 204 | Element* element = xDynamicCast<Element*>(object);
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| 205 | int numvertices = element->GetNumberOfVertices();
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| 206 | IssmDouble baselinesmb;
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| 207 | IssmDouble smb_tot[numvertices];
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| 208 | Input* baselinesmb_input = NULL;
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| 209 | baselinesmb_input = element->GetInput(BaselineSmbMassBalanceEnum); _assert_(baselinesmb_input);
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| 210 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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| 211 | Gauss* gauss = element->NewGauss();
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| 212 | for(int i=0;i<numvertices;i++){
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| 213 | gauss->GaussVertex(i);
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| 214 | baselinesmb_input->GetInputValue(&baselinesmb,gauss);
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| 215 | smb_tot[i] = baselinesmb+noisefield[dimensionid];
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| 216 | }
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| 217 | element->AddInput(SmbMassBalanceEnum,&smb_tot[0],P1DGEnum);
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| 218 | delete gauss;
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| 219 | }
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| 220 | break;
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[26676] | 221 | case FrictionWaterPressureEnum:
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| 222 | /*Specify that WaterPressure is stochastic*/
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| 223 | femmodel->parameters->SetParam(true,StochasticForcingIsWaterPressureEnum);
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| 224 | for(Object* &object:femmodel->elements->objects){
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| 225 | Element* element = xDynamicCast<Element*>(object);
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| 226 | int numvertices = element->GetNumberOfVertices();
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| 227 | IssmDouble p_water_deterministic[numvertices];
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| 228 | IssmDouble p_water[numvertices];
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| 229 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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[28013] | 230 | element->SubglacialWaterPressure(FrictionWaterPressureEnum);
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| 231 | element->GetInputListOnVertices(&p_water_deterministic[0],FrictionWaterPressureEnum);
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| 232 | for(int i=0;i<numvertices;i++) p_water[i] = p_water_deterministic[i] + noisefield[dimensionid];
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| 233 | element->AddInput(FrictionWaterPressureEnum,p_water,P1DGEnum);
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[26676] | 234 | }
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| 235 | break;
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[26615] | 236 | default:
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| 237 | _error_("Field "<<EnumToStringx(fields[j])<<" does not support stochasticity yet.");
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| 238 | }
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| 239 | }
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| 240 | i=i+dimensions[j];
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[26527] | 241 | xDelete<IssmDouble>(noisefield);
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| 242 | }
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| 243 |
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| 244 | /*Cleanup*/
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| 245 | xDelete<int>(fields);
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| 246 | xDelete<int>(dimensions);
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| 247 | xDelete<IssmDouble>(covariance);
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[28013] | 248 | xDelete<IssmDouble>(timecovariance);
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| 249 | xDelete<IssmDouble>(timestepcovariance);
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[26527] | 250 | xDelete<IssmDouble>(noiseterms);
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| 251 | }/*}}}*/
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