Merge pull request #36 from gregory-halverson-jpl/main

fixing verification dataset for Topt_C

Author: gregory-halverson-jpl

PTJPLSM/ECOv002-cal-val-PT-JPL-SM-inputs.csv

@@ -1,4 +1,4 @@
-Unnamed: 0,ID,vegetation,climate,STICinst,BESSinst,MOD16inst,PTJPLSMinst,ETinst,ETinstUncertainty,PET,Rn,ESI,RH,Ta,LST,SM,NDVI,NDVI-UQ,albedo,albedo-UQ,LST_err,view_zenith,Rg,EmisWB,time_utc,solar_time,solar_hour,local_time,LE,LE_filt,LEcorr25,LEcorr50,LEcorr75,LEcorr_ann,H_filt,Hcorr25,Hcorr50,Hcorr75,Hcorr_ann,NETRAD_filt,G_filt,SM_surf,SM_rz,AirTempC,SW_IN,RH_percentage,ESIrn_STIC,ESIrn_PTJPLSM,ESIrn_MOD16,ESIrn_BESS,ESIrn_Unc_ECO,ESIrn_LEcorr50,JET,eco_time_utc,Site Name,Date-Time,Site ID,Name,Lat,Long,Elev,Clim,Veg,MAT,MAP,StartDate,EndDate,LE_count,closure_ratio,geometry,time_UTC,ST_K,ST_C,Ta_C,SWin_Wm2,emissivity,name,Topt,fAPARmax,canopy_height_meters,field_capacity,wilting_point
+Unnamed: 0,ID,vegetation,climate,STICinst,BESSinst,MOD16inst,PTJPLSMinst,ETinst,ETinstUncertainty,PET,Rn,ESI,RH,Ta,LST,SM,NDVI,NDVI-UQ,albedo,albedo-UQ,LST_err,view_zenith,Rg,EmisWB,time_utc,solar_time,solar_hour,local_time,LE,LE_filt,LEcorr25,LEcorr50,LEcorr75,LEcorr_ann,H_filt,Hcorr25,Hcorr50,Hcorr75,Hcorr_ann,NETRAD_filt,G_filt,SM_surf,SM_rz,AirTempC,SW_IN,RH_percentage,ESIrn_STIC,ESIrn_PTJPLSM,ESIrn_MOD16,ESIrn_BESS,ESIrn_Unc_ECO,ESIrn_LEcorr50,JET,eco_time_utc,Site Name,Date-Time,Site ID,Name,Lat,Long,Elev,Clim,Veg,MAT,MAP,StartDate,EndDate,LE_count,closure_ratio,geometry,time_UTC,ST_K,ST_C,Ta_C,SWin_Wm2,emissivity,name,Topt_C,fAPARmax,canopy_height_meters,field_capacity,wilting_point
 0,US-NC3,ENF,Cfa,270.3452,78.53355,392.85184,307.02197,487.3834228515625,118.91628,344.28665,393.8571,0.8927344,0.5602149,32.65892,305.1,0.19235913,0.70972943,0.015808191,0.21544458,0.015761169,2.56,1.4796491,545.51056,0.948,2019-10-02 19:00:00,2019-10-02 14:09:40,13.0,2019-10-02 14:00:00,281.493664,281.493664,270.96016229669914,331.72310032060915,,249.48986890493265,59.0811,56.870283391769384,69.62346997036472,139.15650068241098,52.3640059399675,449.65123,14.831076666666666,0.201566,0.201566,31.80107,596.8641,0.6368475,0.6864042821622359,0.7795263053528806,0.9974476529685512,0.1993960499886888,0.3019274757266024,0.7377342219671214,288.683585,2019-10-02 19:09:40,US-NC3,2019-10-02 19:09:40,US-NC3,NC_Clearcut#3,35.799,-76.656,5.0,Cfa,ENF,16.6,1320.0,10/1/18 05:00,1/1/22 05:00,9576,1.02,POINT (-76.656 35.799),2019-10-02 19:09:40,305.1,31.950000000000045,32.65892,545.51056,0.948,NC_Clearcut#3,10.09,0.4659,20.642902284367388,0.24,0.11
 1,US-Mi3,CVM,Dfb,232.1416,229.20093,640.11847,375.0893,106.82557678222656,167.91946,494.673,643.475,0.7581657,0.45850345,24.227982,304.34,0.29321584,0.60584164,0.013799526,0.117238075,0.0060558463,1.16,10.610106,848.3439,0.952,2019-06-23 18:30:00,2019-06-23 13:17:17,13.0,2019-06-23 13:30:00,257.56,257.56,,276.1820743739147,339.4880837511202,251.33006315640205,213.332,-0.6972695872311786,228.7563064541698,281.1914578459154,208.17186299612348,667.819,38.6382,0.420438,0.420438,26.2326,,,0.3607624227825479,0.5829120012432495,0.9947837445122188,0.3561924394887136,0.2609572399860134,0.4135582760806666,303.61545,2019-06-23 18:17:17,US-Mi3,2019-06-23 18:17:17,US-Mi3,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,41.8222,-80.637,270.0,Dfb,CVM,10.5,1012.7,10/1/18 05:00,12/28/19 04:00,12170,0.92,POINT (-80.637 41.8222),2019-06-23 18:17:17,304.34,31.189999999999998,24.227982,848.3439,0.952,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,1.39,0.4865,0.0,0.31,0.14
 2,US-Mi3,CVM,Dfb,356.35574,335.23154,625.6617,284.68625,,132.93634,490.92126,628.7687,0.5805037,0.6216794,26.178862,304.06,0.433436,0.5784943,0.025351966,0.11728042,0.005913707,2.12,5.1601834,838.8116,0.972,2019-06-27 16:30:00,2019-06-27 11:35:42,11.0,2019-06-27 11:30:00,309.534,309.534,,336.849808196995,413.5828379908769,302.04690079613977,155.592,12.889416822884575,169.3227088364666,207.893740037206,151.8284950560293,603.26,26.77545,0.406938,0.406938,30.263,,,0.5667517164897045,0.4527678461093881,0.9950585962691846,0.5331555785140069,0.2114232785442405,0.5583824689138929,345.79364,2019-06-27 16:35:42,US-Mi3,2019-06-27 16:35:42,US-Mi3,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,41.8222,-80.637,270.0,Dfb,CVM,10.5,1012.7,10/1/18 05:00,12/28/19 04:00,12170,0.92,POINT (-80.637 41.8222),2019-06-27 16:35:42,304.06,30.910000000000025,26.178862,838.8116,0.972,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,1.39,0.4865,0.0,0.31,0.14

PTJPLSM/ECOv002-cal-val-PT-JPL-SM-outputs.csv

@@ -1,4 +1,4 @@
-Unnamed: 0,ID,vegetation,climate,STICinst,BESSinst,MOD16inst,PTJPLSMinst,ETinst,ETinstUncertainty,PET,Rn,ESI,RH,Ta,LST,SM,NDVI,NDVI-UQ,albedo,albedo-UQ,LST_err,view_zenith,Rg,EmisWB,time_utc,solar_time,solar_hour,local_time,LE,LE_filt,LEcorr25,LEcorr50,LEcorr75,LEcorr_ann,H_filt,Hcorr25,Hcorr50,Hcorr75,Hcorr_ann,NETRAD_filt,G_filt,SM_surf,SM_rz,AirTempC,SW_IN,RH_percentage,ESIrn_STIC,ESIrn_PTJPLSM,ESIrn_MOD16,ESIrn_BESS,ESIrn_Unc_ECO,ESIrn_LEcorr50,JET,eco_time_utc,Site Name,Date-Time,Site ID,Name,Lat,Long,Elev,Clim,Veg,MAT,MAP,StartDate,EndDate,LE_count,closure_ratio,geometry,time_UTC,ST_K,ST_C,Ta_C,SWin_Wm2,emissivity,name,Topt,fAPARmax,canopy_height_meters,field_capacity,wilting_point,Rn_Wm2,G_Wm2,Rn_soil_Wm2,LE_soil_Wm2,Rn_canopy_Wm2,PET_Wm2,LE_canopy_Wm2,LE_interception_Wm2,LE_Wm2
+Unnamed: 0,ID,vegetation,climate,STICinst,BESSinst,MOD16inst,PTJPLSMinst,ETinst,ETinstUncertainty,PET,Rn,ESI,RH,Ta,LST,SM,NDVI,NDVI-UQ,albedo,albedo-UQ,LST_err,view_zenith,Rg,EmisWB,time_utc,solar_time,solar_hour,local_time,LE,LE_filt,LEcorr25,LEcorr50,LEcorr75,LEcorr_ann,H_filt,Hcorr25,Hcorr50,Hcorr75,Hcorr_ann,NETRAD_filt,G_filt,SM_surf,SM_rz,AirTempC,SW_IN,RH_percentage,ESIrn_STIC,ESIrn_PTJPLSM,ESIrn_MOD16,ESIrn_BESS,ESIrn_Unc_ECO,ESIrn_LEcorr50,JET,eco_time_utc,Site Name,Date-Time,Site ID,Name,Lat,Long,Elev,Clim,Veg,MAT,MAP,StartDate,EndDate,LE_count,closure_ratio,geometry,time_UTC,ST_K,ST_C,Ta_C,SWin_Wm2,emissivity,name,Topt_C,fAPARmax,canopy_height_meters,field_capacity,wilting_point,Rn_Wm2,G_Wm2,Rn_soil_Wm2,LE_soil_Wm2,Rn_canopy_Wm2,PET_Wm2,LE_canopy_Wm2,LE_interception_Wm2,LE_Wm2
 0,US-NC3,ENF,Cfa,270.3452,78.53355,392.85184,307.02197,487.3834228515625,118.91628,344.28665,393.8571,0.8927344,0.5602149,32.65892,305.1,0.19235913,0.70972943,0.015808191,0.21544458,0.015761169,2.56,1.4796491,545.51056,0.948,2019-10-02 19:00:00,2019-10-02 14:09:40,13.0,2019-10-02 14:00:00,281.493664,281.493664,270.96016229669914,331.72310032060915,,249.48986890493265,59.0811,56.870283391769384,69.62346997036472,139.15650068241098,52.3640059399675,449.65123,14.831076666666666,0.201566,0.201566,31.80107,596.8641,0.6368475,0.6864042821622359,0.7795263053528806,0.9974476529685512,0.1993960499886888,0.3019274757266024,0.7377342219671214,288.683585,2019-10-02 19:09:40,US-NC3,2019-10-02 19:09:40,US-NC3,NC_Clearcut#3,35.799,-76.656,5.0,Cfa,ENF,16.6,1320.0,10/1/18 05:00,1/1/22 05:00,9576,1.02,POINT (-76.656 35.799),2019-10-02 19:09:40,305.1,31.950000000000045,32.65892,545.51056,0.948,NC_Clearcut#3,10.09,0.4659,20.642902284367388,0.24,0.11,395.3865940981292,51.19958491951155,108.44541784072211,58.201497768145344,286.94117625740705,349.9328898333611,226.05133369451124,28.73437551328485,312.98720697594143
 1,US-Mi3,CVM,Dfb,232.1416,229.20093,640.11847,375.0893,106.82557678222656,167.91946,494.673,643.475,0.7581657,0.45850345,24.227982,304.34,0.29321584,0.60584164,0.013799526,0.117238075,0.0060558463,1.16,10.610106,848.3439,0.952,2019-06-23 18:30:00,2019-06-23 13:17:17,13.0,2019-06-23 13:30:00,257.56,257.56,,276.1820743739147,339.4880837511202,251.33006315640205,213.332,-0.6972695872311786,228.7563064541698,281.1914578459154,208.17186299612348,667.819,38.6382,0.420438,0.420438,26.2326,,,0.3607624227825479,0.5829120012432495,0.9947837445122188,0.3561924394887136,0.2609572399860134,0.4135582760806666,303.61545,2019-06-23 18:17:17,US-Mi3,2019-06-23 18:17:17,US-Mi3,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,41.8222,-80.637,270.0,Dfb,CVM,10.5,1012.7,10/1/18 05:00,12/28/19 04:00,12170,0.92,POINT (-80.637 41.8222),2019-06-23 18:17:17,304.34,31.189999999999998,24.227982,848.3439,0.952,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,1.39,0.4865,0.0,0.31,0.14,641.7360467832714,81.0901546196041,242.3270211246132,148.70875607752356,399.40902565865815,517.0836723431556,222.31539430304397,16.28022801023512,387.3043783908027
 2,US-Mi3,CVM,Dfb,356.35574,335.23154,625.6617,284.68625,,132.93634,490.92126,628.7687,0.5805037,0.6216794,26.178862,304.06,0.433436,0.5784943,0.025351966,0.11728042,0.005913707,2.12,5.1601834,838.8116,0.972,2019-06-27 16:30:00,2019-06-27 11:35:42,11.0,2019-06-27 11:30:00,309.534,309.534,,336.849808196995,413.5828379908769,302.04690079613977,155.592,12.889416822884575,169.3227088364666,207.893740037206,151.8284950560293,603.26,26.77545,0.406938,0.406938,30.263,,,0.5667517164897045,0.4527678461093881,0.9950585962691846,0.5331555785140069,0.2114232785442405,0.5583824689138929,345.79364,2019-06-27 16:35:42,US-Mi3,2019-06-27 16:35:42,US-Mi3,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,41.8222,-80.637,270.0,Dfb,CVM,10.5,1012.7,10/1/18 05:00,12/28/19 04:00,12170,0.92,POINT (-80.637 41.8222),2019-06-27 16:35:42,304.06,30.910000000000025,26.178862,838.8116,0.972,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,1.39,0.4865,0.0,0.31,0.14,654.3389792576706,84.04866169811694,265.45268890806,171.73076044113674,388.88629034961065,539.8799020818296,96.55122490427787,54.99075428206448,323.2727396274791

PTJPLSM/ECOv002-static-tower-PT-JPL-SM-inputs.csv

@@ -1,4 +1,4 @@
-ID,name,Topt,fAPARmax,canopy_height_meters,field_capacity,wilting_point,geometry
+ID,name,Topt_C,fAPARmax,canopy_height_meters,field_capacity,wilting_point,geometry
 US-NC3,NC_Clearcut#3,10.09,0.46590000000000004,20.642902284367388,0.24,0.11,POINT (-76.656 35.799)
 PE-QFR,Quistococha Forest Reserve,25.060000000000002,0.5924,22.14002099757275,0.37,0.2,POINT (-73.319 -3.8344)
 US-Mi3,LTAR UCB (Upper Chesapeake Bay) Miscanthus 3,1.3900000000000001,0.48650000000000004,0.0,0.31,0.14,POINT (-80.637 41.8222)