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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6 | #include "../../classes/Loads/Friction.h"
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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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13 |
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14 | /*Retrieve parameters*/
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15 | bool randomflag;
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16 | int M,N,numfields,my_rank;
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17 | int* fields = NULL;
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18 | int* dimensions = NULL;
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19 | IssmDouble* covariance = NULL;
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20 | femmodel->parameters->FindParam(&randomflag,StochasticForcingRandomflagEnum);
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21 | femmodel->parameters->FindParam(&numfields,StochasticForcingNumFieldsEnum);
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22 | femmodel->parameters->FindParam(&fields,&N,StochasticForcingFieldsEnum); _assert_(N==numfields);
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23 | femmodel->parameters->FindParam(&dimensions,&N,StochasticForcingDimensionsEnum); _assert_(N==numfields);
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24 | int dimtot=0;
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25 | for(int i=0;i<numfields;i++) dimtot = dimtot+dimensions[i];
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26 | femmodel->parameters->FindParam(&covariance,&M,&N,StochasticForcingCovarianceEnum); _assert_(M==dimtot); _assert_(N==dimtot);
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27 |
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28 | /*Check if this is a timestep for new noiseterms computation*/
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29 | bool isstepforstoch = false;
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30 | IssmDouble time,dt,starttime,tstep_stoch;
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31 | femmodel->parameters->FindParam(&time,TimeEnum);
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32 | femmodel->parameters->FindParam(&dt,TimesteppingTimeStepEnum);
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33 | femmodel->parameters->FindParam(&starttime,TimesteppingStartTimeEnum);
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34 | femmodel->parameters->FindParam(&tstep_stoch,StochasticForcingTimestepEnum);
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35 |
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36 | #ifndef _HAVE_AD_
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37 | if((fmod(time,tstep_stoch)<fmod((time-dt),tstep_stoch)) || (time<=starttime+dt) || tstep_stoch==dt) isstepforstoch = true;
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38 | #else
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39 | _error_("not implemented yet");
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40 | #endif
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41 |
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42 | /*Compute noise terms*/
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43 | IssmDouble* noiseterms = xNew<IssmDouble>(dimtot);
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44 | if(isstepforstoch){
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45 | my_rank=IssmComm::GetRank();
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46 | if(my_rank==0){
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47 | int fixedseed;
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48 | /*Determine whether random seed is fixed to time step (randomflag==false) or random seed truly random (randomflag==true)*/
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49 | if(randomflag) fixedseed=-1;
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50 | else fixedseed = reCast<int,IssmDouble>((time-starttime)/dt);
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51 | /*multivariateNormal needs to be passed a NULL pointer to avoid memory leak issues*/
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52 | IssmDouble* temparray = NULL;
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53 | multivariateNormal(&temparray,dimtot,0.0,covariance,fixedseed);
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54 | for(int i=0;i<dimtot;i++) noiseterms[i]=temparray[i];
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55 | xDelete<IssmDouble>(temparray);
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56 | }
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57 | ISSM_MPI_Bcast(noiseterms,dimtot,ISSM_MPI_DOUBLE,0,IssmComm::GetComm());
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58 | femmodel->parameters->SetParam(noiseterms,dimtot,StochasticForcingNoisetermsEnum);
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59 | }
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60 | else{
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61 | IssmDouble* temparray = NULL;
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62 | femmodel->parameters->FindParam(&temparray,&N,StochasticForcingNoisetermsEnum); _assert_(N==dimtot);
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63 | for(int i=0;i<dimtot;i++) noiseterms[i] = temparray[i];
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64 | xDelete<IssmDouble>(temparray);
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65 | }
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66 |
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67 | int i=0;
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68 | for(int j=0;j<numfields;j++){
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69 | int dimenum_type,noiseenum_type;
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70 | IssmDouble* noisefield = xNew<IssmDouble>(dimensions[j]);
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71 | for(int k=0;k<dimensions[j];k++){
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72 | noisefield[k]=noiseterms[i+k];
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73 | }
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74 |
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75 | int dimensionid;
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76 |
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77 | /*Deal with the autoregressive models*/
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78 | if(fields[j]==SMBautoregressionEnum || fields[j]==FrontalForcingsRignotAutoregressionEnum || fields[j]==BasalforcingsDeepwaterMeltingRateAutoregressionEnum){
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79 | switch(fields[j]){
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80 | case SMBautoregressionEnum:
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81 | dimenum_type = SmbBasinsIdEnum;
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82 | noiseenum_type = SmbAutoregressionNoiseEnum;
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83 | break;
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84 | case FrontalForcingsRignotAutoregressionEnum:
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85 | dimenum_type = FrontalForcingsBasinIdEnum;
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86 | noiseenum_type = ThermalforcingAutoregressionNoiseEnum;
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87 | break;
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88 | case BasalforcingsDeepwaterMeltingRateAutoregressionEnum:
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89 | dimenum_type = BasalforcingsLinearBasinIdEnum;
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90 | noiseenum_type = BasalforcingsDeepwaterMeltingRateNoiseEnum;
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91 | break;
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92 | }
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93 | for(Object* &object:femmodel->elements->objects){
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94 | Element* element = xDynamicCast<Element*>(object);
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95 | int numvertices = element->GetNumberOfVertices();
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96 | IssmDouble* noise_element = xNew<IssmDouble>(numvertices);
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97 | element->GetInputValue(&dimensionid,dimenum_type);
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98 | for(int i=0;i<numvertices;i++) noise_element[i] = noisefield[dimensionid];
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99 | element->AddInput(noiseenum_type,noise_element,P0Enum);
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100 | xDelete<IssmDouble>(noise_element);
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101 | }
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102 | }
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103 | else{
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104 | switch(fields[j]){
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105 | case SMBautoregressionEnum:
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106 | case FrontalForcingsRignotAutoregressionEnum:
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107 | case BasalforcingsDeepwaterMeltingRateAutoregressionEnum:
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108 | /*Already done above*/
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109 | break;
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110 | case BasalforcingsSpatialDeepwaterMeltingRateEnum:
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111 | /*Delete BasalforcingsSpatialDeepwaterMeltingRateEnum at previous time step (required if it is transient)*/
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112 | femmodel->inputs->DeleteInput(BasalforcingsSpatialDeepwaterMeltingRateEnum);
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113 | for(Object* &object:femmodel->elements->objects){
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114 | Element* element = xDynamicCast<Element*>(object);
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115 | int numvertices = element->GetNumberOfVertices();
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116 | IssmDouble baselinedeepwatermelt;
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117 | IssmDouble deepwatermelt_tot[numvertices];
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118 | Input* baselinedeepwatermelt_input = NULL;
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119 | baselinedeepwatermelt_input = element->GetInput(BaselineBasalforcingsSpatialDeepwaterMeltingRateEnum); _assert_(baselinedeepwatermelt_input);
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120 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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121 | Gauss* gauss = element->NewGauss();
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122 | for(int i=0;i<numvertices;i++){
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123 | gauss->GaussVertex(i);
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124 | baselinedeepwatermelt_input->GetInputValue(&baselinedeepwatermelt,gauss);
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125 | deepwatermelt_tot[i] = baselinedeepwatermelt+noisefield[dimensionid];
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126 | }
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127 | element->AddInput(BasalforcingsSpatialDeepwaterMeltingRateEnum,&deepwatermelt_tot[0],P1DGEnum);
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128 | delete gauss;
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129 | }
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130 | break;
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131 | case DefaultCalvingEnum:
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132 | /*Delete CalvingCalvingrateEnum at previous time step (required if it is transient)*/
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133 | femmodel->inputs->DeleteInput(CalvingCalvingrateEnum);
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134 | for(Object* &object:femmodel->elements->objects){
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135 | Element* element = xDynamicCast<Element*>(object);
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136 | int numvertices = element->GetNumberOfVertices();
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137 | IssmDouble baselinecalvingrate;
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138 | IssmDouble calvingrate_tot[numvertices];
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139 | Input* baselinecalvingrate_input = NULL;
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140 | baselinecalvingrate_input = element->GetInput(BaselineCalvingCalvingrateEnum); _assert_(baselinecalvingrate_input);
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141 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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142 | Gauss* gauss = element->NewGauss();
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143 | for(int i=0;i<numvertices;i++){
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144 | gauss->GaussVertex(i);
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145 | baselinecalvingrate_input->GetInputValue(&baselinecalvingrate,gauss);
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146 | calvingrate_tot[i] = max(0.0,baselinecalvingrate+noisefield[dimensionid]);
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147 | }
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148 | element->AddInput(CalvingCalvingrateEnum,&calvingrate_tot[0],P1DGEnum);
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149 | delete gauss;
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150 | }
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151 | break;
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152 | case FloatingMeltRateEnum:
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153 | /*Delete BasalforcingsFloatingiceMeltingRateEnum at previous time step (required if it is transient)*/
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154 | femmodel->inputs->DeleteInput(BasalforcingsFloatingiceMeltingRateEnum);
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155 | for(Object* &object:femmodel->elements->objects){
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156 | Element* element = xDynamicCast<Element*>(object);
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157 | int numvertices = element->GetNumberOfVertices();
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158 | IssmDouble baselinefloatingicemeltrate;
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159 | IssmDouble floatingicemeltrate_tot[numvertices];
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160 | Input* baselinefloatingicemeltrate_input = NULL;
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161 | baselinefloatingicemeltrate_input = element->GetInput(BaselineBasalforcingsFloatingiceMeltingRateEnum); _assert_(baselinefloatingicemeltrate_input);
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162 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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163 | Gauss* gauss = element->NewGauss();
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164 | for(int i=0;i<numvertices;i++){
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165 | gauss->GaussVertex(i);
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166 | baselinefloatingicemeltrate_input->GetInputValue(&baselinefloatingicemeltrate,gauss);
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167 | /*No check for positive melt rate because basal accretion is allowed*/
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168 | floatingicemeltrate_tot[i] = baselinefloatingicemeltrate+noisefield[dimensionid];
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169 | }
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170 | element->AddInput(BasalforcingsFloatingiceMeltingRateEnum,&floatingicemeltrate_tot[0],P1DGEnum);
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171 | delete gauss;
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172 | }
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173 | break;
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174 | case SMBforcingEnum:
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175 | /*Delete SmbMassBalanceEnum at previous time step (required if it is transient)*/
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176 | femmodel->inputs->DeleteInput(SmbMassBalanceEnum);
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177 | for(Object* &object:femmodel->elements->objects){
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178 | Element* element = xDynamicCast<Element*>(object);
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179 | int numvertices = element->GetNumberOfVertices();
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180 | IssmDouble baselinesmb;
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181 | IssmDouble smb_tot[numvertices];
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182 | Input* baselinesmb_input = NULL;
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183 | baselinesmb_input = element->GetInput(BaselineSmbMassBalanceEnum); _assert_(baselinesmb_input);
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184 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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185 | Gauss* gauss = element->NewGauss();
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186 | for(int i=0;i<numvertices;i++){
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187 | gauss->GaussVertex(i);
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188 | baselinesmb_input->GetInputValue(&baselinesmb,gauss);
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189 | smb_tot[i] = baselinesmb+noisefield[dimensionid];
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190 | }
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191 | element->AddInput(SmbMassBalanceEnum,&smb_tot[0],P1DGEnum);
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192 | delete gauss;
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193 | }
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194 | break;
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195 | case FrictionWaterPressureEnum:
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196 | /*Specify that WaterPressure is stochastic*/
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197 | femmodel->parameters->SetParam(true,StochasticForcingIsWaterPressureEnum);
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198 | for(Object* &object:femmodel->elements->objects){
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199 | Element* element = xDynamicCast<Element*>(object);
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200 | int numvertices = element->GetNumberOfVertices();
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201 | IssmDouble p_water_deterministic[numvertices];
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202 | IssmDouble p_water[numvertices];
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203 | element->GetInputValue(&dimensionid,StochasticForcingDefaultIdEnum);
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204 | Gauss* gauss=element->NewGauss();
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205 | Friction* friction = new Friction(element);
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206 | for(int i=0;i<numvertices;i++){
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207 | gauss->GaussVertex(i);
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208 | p_water_deterministic[i] = friction->SubglacialWaterPressure(gauss);
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209 | p_water[i] = p_water_deterministic[i] + noisefield[dimensionid]; //make sure positive (29Nov2021)
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210 | p_water[i] = max(0.0,p_water[i]);
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211 | }
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212 | element->AddInput(FrictionWaterPressureEnum,p_water,P1DGEnum);
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213 | delete gauss;
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214 | delete friction;
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215 | }
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216 | break;
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217 | default:
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218 | _error_("Field "<<EnumToStringx(fields[j])<<" does not support stochasticity yet.");
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219 | }
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220 | }
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221 | i=i+dimensions[j];
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222 | xDelete<IssmDouble>(noisefield);
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223 | }
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224 |
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225 | /*Cleanup*/
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226 | xDelete<int>(fields);
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227 | xDelete<int>(dimensions);
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228 | xDelete<IssmDouble>(covariance);
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229 | xDelete<IssmDouble>(noiseterms);
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230 | }/*}}}*/
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