SOC KG: Digging Into Soil Carbon With USDA: A Knowledge Graph Informing Soil Carbon Modeling

Schema Diagram

erDiagram
SockgAmendment {
    double sockg_irrigationType  
    string sockg_irrigationType  
    string sockg_amendmentPlacement  
    double sockg_amendmentPlacement  
    string sockg_mgtAmendments_UID  
    double sockg_totalAmendmentAmount_kg_per_ha  
    string sockg_startDate  
    double sockg_startDate  
    double sockg_irrigationAmount_cm  
    double sockg_totalNitrogenAmount_kgN_per_ha  
    double sockg_irrigationNitrogen_mg_per_L  
    string sockg_type  
    double sockg_type  
    string sockg_treatmentId  
    double sockg_totalPotassiumAmount_kgK_per_ha  
    double sockg_endDate  
    string sockg_endDate  
    double sockg_totalPhosphorusAmount_kgP_per_ha  
}
SockgBioMassCarbohydrate {
    double sockg_acidInsolubleLigninStd_g_per_kg  
    double sockg_ash_g_per_kg  
    double sockg_acidInsolubleLignin_g_per_kg  
    double sockg_glucan_g_per_kg  
    double sockg_ligninStd_g_per_kg  
    double sockg_xylanStd_g_per_kg  
    double sockg_mannanStd_g_per_kg  
    double sockg_acidDetFiber_g_per_kg  
    string sockg_treatmentId  
    double sockg_acidDetFiberStd_g_per_kg  
    double sockg_acidSolubleLignin_g_per_kg  
    double sockg_lignin_g_per_kg  
    double sockg_mannan_g_per_kg  
    string sockg_date  
    double sockg_date  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_crudeProteinStd_g_per_kg  
    double sockg_nonFiberCarbs_g_per_kg  
    double sockg_neutralDetFiber_g_per_kg  
    double sockg_arabinan_g_per_kg  
    double sockg_neutralDetFiberStd_g_per_kg  
    double sockg_glucanStd_g_per_kg  
    double sockg_crudeProtein_g_per_kg  
    double sockg_ashStd_g_per_kg  
    double sockg_galactan_g_per_kg  
    double sockg_nonFiberCarbsStd_g_per_kg  
    string sockg_measBiomassCHO_UID  
    double sockg_galactanStd_g_per_kg  
    string sockg_crop  
    double sockg_crop  
    double sockg_acidSolubleLigninStd_g_per_kg  
    string sockg_plantFraction  
    double sockg_plantFraction  
    double sockg_xylan_g_per_kg  
    double sockg_arabinanStd_g_per_kg  
}
SockgBioMassEnergy {
    double sockg_mineralMatter_g_per_kg  
    string sockg_treatmentId  
    double sockg_grossCalorificValueStd_MJ_per_kg  
    double sockg_grossCalorificValue_MJ_per_kg  
    string sockg_measBiomassEnergy_UID  
    double sockg_volatileMatterStd_g_per_kg  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_volatileMatter_g_per_kg  
    string sockg_crop  
    double sockg_crop  
    string sockg_plantFraction  
    double sockg_plantFraction  
    double sockg_mineralMatterStd_g_per_kg  
    string sockg_date  
    double sockg_date  
}
SockgBioMassMineral {
    double sockg_magnesiumConcentration_g_per_kg  
    string sockg_treatmentId  
    double sockg_chlorineConcentration_g_per_kg  
    double sockg_sulfurConcentration_g_per_kg  
    double sockg_magnesiumConcentrationStd_g_per_kg  
    string sockg_measBiomassMinAn_UID  
    double sockg_ironConcentrationStd_mg_per_kg  
    string sockg_crop  
    double sockg_crop  
    double sockg_nitrogenConcentration_g_per_kg  
    double sockg_chlorineConcentrationStd_g_per_kg  
    double sockg_manganeseConcentration_mg_per_kg  
    double sockg_copperConcentrationStd_mg_per_kg  
    double sockg_sodiumConcentration_g_per_kg  
    double sockg_boronConcentrationStd_mg_per_kg  
    double sockg_carbonConcentration_g_per_kg  
    string sockg_plantFraction  
    double sockg_plantFraction  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_aluminumConcentrationStd_mg_per_kg  
    double sockg_potassiumConcentrationStd_g_per_kg  
    double sockg_phosphorusConcentrationStd_g_per_kg  
    double sockg_aluminumConcentration_mg_per_kg  
    double sockg_nitrogenConcentrationStd_g_per_kg  
    double sockg_calciumConcentrationStd_g_per_kg  
    double sockg_zincConcentrationStd_mg_per_kg  
    double sockg_sodiumConcentrationStd_g_per_kg  
    double sockg_carbonConcentrationStd_g_per_kg  
    string sockg_date  
    double sockg_date  
    double sockg_manganeseConcentrationStd_mg_per_kg  
    double sockg_potassiumConcentration_g_per_kg  
    double sockg_sulfurConcentrationStd_g_per_kg  
    double sockg_phosphorusConcentration_g_per_kg  
    double sockg_zincConcentration_mg_per_kg  
    double sockg_calciumConcentration_g_per_kg  
    double sockg_ironConcentration_mg_per_kg  
    double sockg_boronConcentration_mg_per_kg  
    double sockg_copperConcentration_mg_per_kg  
}
SockgBook {
    string sockg_bookName  
}
SockgCity {
    string sockg_cityName  
}
SockgCountry {
    string sockg_countryName  
}
SockgCounty {
    string sockg_countyName  
}
SockgCropGrowthStage {
    string sockg_date  
    double sockg_date  
    string sockg_treatmentId  
    string sockg_growthStage  
    double sockg_growthStage  
    string sockg_mgtGrowthStages_UID  
}
SockgDepartment {
    string sockg_departmentName  
}
SockgExperiment {
    string sockg_startDate  
    double sockg_startDate  
    string sockg_experimentName  
    double sockg_endDate  
    string sockg_endDate  
    string sockg_projectName  
}
SockgExperimentalUnit {
    double sockg_changeInManagement  
    string sockg_expUnit_UID  
    string sockg_expUnitId  
    double sockg_endDate  
    string sockg_endDate  
    string sockg_startDate  
    double sockg_startDate  
}
SockgField {
    double sockg_longitude_decimal_deg  
    double sockg_elevation_m  
    string sockg_fieldId  
    double sockg_latitude_decimal_deg  
}
SockgGasNutrientLoss {
    double sockg_nitrousOxideStd_g_ha  
    string sockg_expUnit_UID  
    string sockg_fieldId  
    string sockg_expUnitId  
    string sockg_measGasNutrientLoss_UID  
    string sockg_date  
    double sockg_date  
    double sockg_ammoniaNitrogenStd_kg_ha  
    double sockg_nitrousOxides_g_ha  
    double sockg_modelIfSimulated  
    string sockg_modelIfSimulated  
    double sockg_samplingStartStopInterval  
    string sockg_samplingStartStopInterval  
    double sockg_nitrogenGasStd_g_ha  
    double sockg_nitrousOxide_g_ha  
    string sockg_treatmentId  
    double sockg_ammoniaNitrogen_kg_ha  
    double sockg_nitrogenGas_g_ha  
    double sockg_time  
    string sockg_time  
    string sockg_growthStage  
    double sockg_growthStage  
    string sockg_crop  
    double sockg_crop  
    double sockg_nitrousOxidesStd_g_ha  
}
SockgGasSample {
    double sockg_methane_gC_per_ha_per_d  
    double sockg_airTemperature_degC  
    double sockg_time  
    string sockg_time  
    double sockg_methaneStd_gC_per_ha_per_d  
    double sockg_carbonDioxide_gC_per_ha_per_d  
    integer sockg_soilMoistureDepth_cm  
    double sockg_soilTemperatureStd_degC  
    double sockg_soilTemperature_degC  
    string sockg_treatmentId  
    integer sockg_isNitrousOxideInterpolated  
    double sockg_soilMoisture_percent_volume  
    string sockg_date  
    double sockg_date  
    integer sockg_isCarbonDioxideInterpolated  
    string sockg_chamberPlacement  
    double sockg_chamberPlacement  
    double sockg_carbonDioxideStd_gC_per_ha_per_d  
    double sockg_nitrousOxideStd_gN_per_ha_per_d  
    double sockg_airTemperatureStd_degC  
    string sockg_measGHGFlux_UID  
    double sockg_nitrousOxide_gN_per_ha_per_d  
    string sockg_crop  
    double sockg_crop  
    integer sockg_isMethaneInterpolated  
}
SockgGrazing {
    double sockg_belowgroundNetPrimaryProductivityNitrogen_kgN_per_ha_per_yr  
    double sockg_abovegroundNetPrimaryProductivityCarbon_kgC_per_ha_per_yr  
    double sockg_abovegroundNetPrimaryProductivityNitrogenStd_kgN_per_ha_per_yr  
    double sockg_belowGroundBiomassNitrogenStd_kgN_per_ha  
    double sockg_aboveGroundBiomassNitrogen_kgN_per_ha  
    double sockg_abovegroundNetPrimaryProductivityCarbonStd_kgC_per_ha_per_yr  
    string sockg_speciesMix  
    double sockg_abovegroundNetPrimaryProductivityNitrogen_kgN_per_ha_per_yr  
    string sockg_date  
    double sockg_date  
    double sockg_belowGroundBiomassCarbonStd_kgC_per_ha  
    double sockg_belowGroundBiomassCarbon_kgC_per_ha  
    double sockg_belowgroundNetPrimaryProductivityNitrogenStd_kgN_per_ha_per_yr  
    double sockg_groundCoverPercentageStd  
    double sockg_groundCoverPercentage  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_ligninPercentageStd  
    string sockg_broadleafOrGrass  
    double sockg_belowgroundNetPrimaryProductivityCarbon_kgC_per_ha_per_yr  
    double sockg_ligninPercentage  
    string sockg_treatmentId  
    double sockg_leafAreaIndexDry_kg_per_ha  
    double sockg_aboveGroundBiomassNitrogenStd_kgN_per_ha  
    double sockg_aboveGroundBiomassCarbon_kgC_per_ha  
    double sockg_leafAreaIndexDryStd_kg_per_ha  
    double sockg_aboveGroundBiomassDryStd_kg_per_ha  
    double sockg_aboveGroundBiomassCarbonStd_kgC_per_ha  
    double sockg_aboveGroundBiomassDry_kg_per_ha  
    double sockg_belowgroundNetPrimaryProductivityCarbonStd_kgC_per_ha_per_yr  
    double sockg_biomassNitrogenPercentage  
    string sockg_measGrazingPlants_UID  
    double sockg_belowGroundBiomassNitrogen_kgN_per_ha  
}
SockgGrazingManagementEvent {
    string sockg_animalSpecies  
    double sockg_burnIntensity  
    double sockg_yearsBetweenBurns  
    string sockg_treatmentId  
    double sockg_otherEvents  
    string sockg_otherEvents  
    string sockg_startDate  
    double sockg_startDate  
    string sockg_mgtGrazing_UID  
    string sockg_animalClass  
    double sockg_animalClass  
    double sockg_endDate  
    string sockg_endDate  
    double sockg_stockingRate_number_animals_per_ha  
}
SockgHarvest {
    double sockg_aboveGroundBiomassStd_kg_per_ha  
    double sockg_unitGrainWeightStd_mg  
    double sockg_grainMoisturePercentStd  
    double sockg_grainCarbon_kgC_per_ha  
    double sockg_rootNitrogenContentStd_kgN_per_ha  
    double sockg_unitGrainWeight_mg  
    double sockg_aboveGroundBiomass_kg_per_ha  
    double sockg_grainNitrogen_kgN_per_ha  
    double sockg_rootMoisturePercentStd  
    double sockg_grainYield_kg_per_ha  
    double sockg_nonHarvestedResidueMoisturePercent  
    double sockg_cornEarHeight_cm  
    double sockg_driedHarvestedResidue_kg_per_ha  
    double sockg_nonHarvestedResidueMoisturePercentStd  
    double sockg_rootDryMatterStd_kg_per_ha  
    string sockg_harvestedFrac  
    double sockg_harvestedFrac  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_cornEarHeightStd_cm  
    double sockg_rootMoisturePercent  
    double sockg_nonHarvestedResidueNitrogenContent_kgN_per_ha  
    double sockg_nonHarvestedResidueCarbonContentStd_kgC_per_ha  
    double sockg_nonHarvestedResidueCarbonContent_kgC_per_ha  
    double sockg_grainNitrogenStd_kgN_per_ha  
    double sockg_rootNitrogenContent_kgN_per_ha  
    double sockg_driedHarvestedResidueStd_kg_per_ha  
    double sockg_rootCarbonContentStd_kgC_per_ha  
    double sockg_rootCarbonContent_kgC_per_ha  
    double sockg_nonHarvestedResidueMassStd_kg_per_ha  
    string sockg_measResidueMgnt_UID  
    double sockg_grainYieldStd_kg_per_ha  
    double sockg_rootDryMatter_kg_per_ha  
    double sockg_grainMoisturePercent  
    string sockg_treatmentId  
    string sockg_date  
    double sockg_date  
    double sockg_grainCarbonStd_kgC_per_ha  
    double sockg_nonHarvestedResidueMass_kg_per_ha  
    double sockg_nonHarvestedResidueNitrogenContentStd_kgN_per_ha  
}
SockgHarvestFraction {
    double sockg_dryBiomass_kg_per_ha  
    double sockg_dryBiomassStd_kg_per_ha  
    double sockg_nitrogen_kgN_per_ha  
    string sockg_measHarvestFraction_UID  
    double sockg_carbonStd_kgC_per_ha  
    double sockg_carbon_kgC_per_ha  
    string sockg_treatmentId  
    double sockg_moisturePercent  
    string sockg_plantFraction  
    double sockg_plantFraction  
    double sockg_grainWeight_mg_per_kernel  
    double sockg_moisturePercentStd  
    double sockg_nitrogenStd_kgN_per_ha  
    double sockg_grainWeightStd_mg_per_lernel  
    string sockg_growthStage  
    double sockg_growthStage  
}
SockgNutrientEfficiency {
    string sockg_crop  
    double sockg_crop  
    string sockg_expUnit_UID  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_nitrogenUseEfficiency_kg_ha  
    string sockg_fieldId  
    string sockg_plantFraction  
    double sockg_plantFraction  
    string sockg_expUnitId  
    double sockg_nitrogenUseEfficiencyPct  
    double sockg_nutrientEfficiencyRatio_kg_kg  
    double sockg_agronomicEfficiency_kg_kg  
    string sockg_date  
    double sockg_date  
    string sockg_treatmentId  
    string sockg_measNutrEff_UID  
    double sockg_fracNitrogen_kg_ha  
}
SockgOrganization {
    string sockg_organizationName  
}
SockgPerson {
    string sockg_email  
    double sockg_email  
    double sockg_note  
    string sockg_note  
    string sockg_persons_UID  
    double sockg_phoneNumber  
    string sockg_phoneNumber  
    string sockg_website  
    double sockg_website  
    string sockg_middleName  
    double sockg_middleName  
    string sockg_suffix  
    double sockg_suffix  
    string sockg_roleInStudy  
    double sockg_roleInStudy  
    string sockg_firstName  
    string sockg_lastName  
    string sockg_isPrimaryContact  
    double sockg_isPrimaryContact  
    string sockg_profession  
    double sockg_profession  
}
SockgPesticide {
    double sockg_pesticidePlacement  
    string sockg_pesticidePlacement  
    string sockg_pesticideActiveIngredientType  
    double sockg_pesticideActiveIngredientType  
    double sockg_pesticideTarget  
    string sockg_pesticideTarget  
    string sockg_pesticide_UID  
    double sockg_totalPesticideAmount_kg_per_ha  
}
SockgPlantingEvent {
    double sockg_plantingMethod  
    string sockg_plantingMethod  
    double sockg_rowWidth_cm  
    string sockg_cultivar  
    double sockg_cultivar  
    double sockg_depth_cm  
    string sockg_mgtPlanting_UID  
}
SockgProject {
    string sockg_projectName  
}
SockgPublication {
    string sockg_title  
    double sockg_title  
    string sockg_identifier  
    string sockg_correspondingAuthor  
    double sockg_correspondingAuthor  
    string sockg_author  
    string sockg_citation  
}
SockgResidueManagementEvent {
    string sockg_stageAtHarvest  
    double sockg_stageAtHarvest  
    double sockg_perennialStandAge_years  
    integer sockg_rowsHarvestedPercent  
    string sockg_equipmentType  
    double sockg_equipmentType  
    string sockg_treatmentId  
    string sockg_date  
    double sockg_date  
    string sockg_mgtResidue_UID  
}
SockgRotation {
    string sockg_rotationDescriptor  
}
SockgSite {
    double sockg_siteIdDescriptor  
    double sockg_majorLandResourceArea  
    string sockg_siteSpatialDescription  
    double sockg_siteNativeVegetation  
    string sockg_siteId  
    double sockg_postalCodeNumber  
    double sockg_siteHistory  
}
SockgSoilBiologicalSample {
    double sockg_particulateOrganicMatterStd_gC_per_kg  
    double sockg_carbonMicrobialBiomassStd_mgC_per_kg  
    double sockg_organicPlantMaterial_gC_per_kg  
    double sockg_alkPhosphatase_mg_per_kg_per_hr  
    double sockg_acidPhosphatase_mg_per_kg_per_hr  
    double sockg_glomalinStd_g_per_kg  
    double sockg_glucosidaseStd_mg_per_kg_per_hr  
    double sockg_glucosidase_mg_per_kg_per_hr  
    double sockg_carbonMicrobialBiomass_mgC_per_kg  
    double sockg_lowerDepth_cm  
    integer sockg_lowerDepth_cm  
    double sockg_glucosaminidase_mg_per_kg_per_hr  
    double sockg_glomalin_g_per_kg  
    double sockg_upperDepth_cm  
    integer sockg_upperDepth_cm  
    double sockg_glucosaminidaseStd_mg_per_kg_per_hr  
    string sockg_date  
    double sockg_date  
    double sockg_particulateOrganicMatter_gC_per_kg  
    double sockg_organicPlantMaterialStd_gC_per_kg  
    string sockg_treatmentId  
    double sockg_nitrogenMicrobialBiomass_mgN_per_kg  
    double sockg_nitrogenMicrobialBiomassStd_mgN_per_kg  
    double sockg_alkPhosphataseStd_mg_per_kg_per_hr  
    string sockg_measSoilBiol_UID  
    double sockg_acidPhosphataseStd_mg_per_kg_per_hr  
}
SockgSoilChemicalSample {
    double sockg_extractableZinc_mgZn_per_kg  
    double sockg_nitrateStd_mgN_per_kg  
    string sockg_date  
    double sockg_date  
    double sockg_lowerDepth_cm  
    integer sockg_lowerDepth_cm  
    double sockg_inorganicCarbon_gC_per_kg  
    string sockg_measSoilChem_UID  
    double sockg_extractableCalciumStd_mgCa_per_kg  
    double sockg_extractableManganese_mgMN_per_kg  
    double sockg_nitrites_mgN_per_kg  
    double sockg_organicCarbonStd_gC_per_kg  
    double sockg_extractableIronStd_mgFe_per_kg  
    double sockg_mineralCarbon_gC_per_kg  
    double sockg_ammoniumStd_mgN_per_kg  
    double sockg_extractableCalcium_mgCa_per_kg  
    double sockg_potassium_mgK_per_kg  
    double sockg_electricalConductivity_siemens_per_m  
    double sockg_ph  
    double sockg_extractableIron_mgFe_per_kg  
    double sockg_solubleOrganicCarbonStd_mgC_per_kg  
    double sockg_electricalConductivityStd_siemens_per_m  
    double sockg_inorganicCarbonStd_gC_per_kg  
    double sockg_extractableZincStd_mgZn_per_kg  
    double sockg_organicCarbon_gC_per_kg  
    double sockg_nitrate_mgN_per_kg  
    double sockg_potassiumStd_mgK_per_kg  
    double sockg_mineralizableNitrogen_gN_per_kg  
    double sockg_totalSoilNitrogenStd_gN_per_kg  
    double sockg_mineralizableNitrogenStd_gN_per_kg  
    double sockg_solubleOrganicCarbon_mgC_per_kg  
    double sockg_extractableCopperStd_mgCu_per_kg  
    string sockg_treatmentId  
    double sockg_upperDepth_cm  
    integer sockg_upperDepth_cm  
    double sockg_phosphorus_mgP_per_kg  
    double sockg_extractableCopper_mgCu_per_kg  
    double sockg_cationExchangeCapacityStd_cmol_per_kg  
    double sockg_extractableManganeseStd_mgMN_per_kg  
    double sockg_totalSoilNitrogen_gN_per_kg  
    double sockg_nitritesStd_mgN_per_kg  
    double sockg_extractableMagnesium_mgMg_per_kg  
    double sockg_cationExchangeCapacity_cmol_per_kg  
    double sockg_mineralCarbonStd_gC_per_kg  
    double sockg_totalSoilCarbonStd_gC_per_kg  
    double sockg_extractableMagnesiumStd_mgMg_per_kg  
    double sockg_phosphorusStd_mgP_per_kg  
    double sockg_totalSoilCarbon_gC_per_kg  
    double sockg_ammonium_mgN_per_kg  
}
SockgSoilCover {
    double sockg_soilWithResidueCoverPercent  
    string sockg_measSoilCover_UID  
    string sockg_date  
    double sockg_date  
}
SockgSoilPhysicalSample {
    double sockg_wiltingPoint_percent_volume  
    double sockg_aggregationPercent  
    double sockg_upperDepth_cm  
    integer sockg_upperDepth_cm  
    double sockg_wiltingPointStd_percent_volume  
    double sockg_lowerDepth_cm  
    integer sockg_lowerDepth_cm  
    double sockg_clayPercent  
    string sockg_date  
    double sockg_date  
    double sockg_saturatedHydraulicConductivityStd_cm_per_sec  
    double sockg_macroAggregatesPercentStd  
    double sockg_sandPercent  
    double sockg_siltPercent  
    double sockg_waterStableAggregatesPercentStd  
    string sockg_treatmentId  
    double sockg_waterStableAggregatePercent  
    double sockg_moistureReleaseCurve  
    double sockg_saturatedHydraulicConductivity_cm_per_sec  
    double sockg_nearInfraredCarbonStd_gC_per_kg  
    string sockg_measSoilPhys_UID  
    double sockg_bulkDensity_g_per_cm_cubed  
    double sockg_bulkDensityStd_g_per_cm_cubed  
    double sockg_nearInfraredCarbon_gC_per_kg  
}
SockgState {
    string sockg_stateProvince  
}
SockgTillage {
    string sockg_mgtTillage_UID  
}
SockgTreatment {
    string sockg_fertilizerAmendmentClass  
    double sockg_fertilizerAmendmentClass  
    string sockg_organicManagement  
    string sockg_treatmentDescriptor  
    double sockg_tileDrainage  
    string sockg_tileDrainage  
    string sockg_tillageDescriptor  
    double sockg_tillageDescriptor  
    string sockg_projectScenario  
    double sockg_grazingRate  
    string sockg_grazingRate  
    double sockg_coverCrop  
    string sockg_coverCrop  
    string sockg_residueRemoval  
    string sockg_irrigation  
    double sockg_nitrogenTreatmentDescriptor  
    string sockg_nitrogenTreatmentDescriptor  
    string sockg_treatmentId  
}
SockgVersion {
    string sockg_versionDate  
}
SockgWaterQualityArea {
    double sockg_soilOrganicCarbon_kgC_ha  
    double sockg_dissolvedManganese_gMn_ha  
    double sockg_erosionSedimentStd_t_ha  
    double sockg_dissolvedBoron_gB_ha  
    double sockg_ph  
    double sockg_totalChloride_kg_ha  
    double sockg_dissolvedMagnesium_kgMg_ha  
    double sockg_dissolvedPotassiumStd_kgK_ha  
    string sockg_treatmentId  
    double sockg_dissolvedPotassium_kgK_ha  
    double sockg_dissolvedSodium_kgNa_ha  
    double sockg_soilOrganicCarbonStd_kgC_ha  
    double sockg_dissolvedCalciumStd_kgCa_ha  
    double sockg_totalDissolvedNitrogen_kgN_ha  
    double sockg_dissovledSiliconStd_kgSi_ha  
    string sockg_measWaterQualityArea_UID  
    double sockg_nitrateNitrogen_kg_ha  
    double sockg_nitrateStd_kgN_ha  
    double sockg_modelIfSimulated  
    string sockg_modelIfSimulated  
    double sockg_totalDissolvedNitrogenStd_kgN_ha  
    double sockg_erosionSediment_t_ha  
    double sockg_dissolvedSulfur_kgS_ha  
    string sockg_expUnitId  
    double sockg_totalDissolvedPhosphorus_kgP_ha  
    double sockg_waterStd_mm  
    string sockg_crop  
    double sockg_crop  
    double sockg_erosionTotalSolidsStd_t_ha  
    double sockg_totalPhosphorusStd_kgP_ha  
    string sockg_fieldId  
    double sockg_dissolvedCopperStd_gCu_ha  
    double sockg_dissolvedCalcium_kgCa_ha  
    string sockg_surfaceOrLeaching  
    double sockg_erosionTotalSuspendedSolids_t_ha  
    double sockg_samplingStartStopInterval  
    string sockg_samplingStartStopInterval  
    double sockg_dissolvedZinc_gZn_ha  
    double sockg_electricalConductivity_ms_cm  
    double sockg_erosionMethod  
    double sockg_dissolvedManganeseStd_gMn_ha  
    double sockg_dissolvedIronStd_gFe_ha  
    double sockg_dissolvedCopper_gCu_ha  
    double sockg_dissolvedIron_gFe_ha  
    double sockg_dissolvedSulfurStd_kgS_ha  
    double sockg_dissolvedSilicon_kgSi_ha  
    double sockg_phStd  
    double sockg_totalDissolvedPhosphorusStd_jgP_ha  
    double sockg_dissovledSodiumStd_kgNa_ha  
    double sockg_dissolvedMagnesiumStd_kgMg_ha  
    double sockg_totalNitrogenStd_kgN_ha  
    double sockg_time  
    string sockg_time  
    double sockg_dissolvedMolybdenum_gMo_ha  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_erosionTotalSuspendedSolidsStd_t_ha  
    double sockg_lossesOrDeposition  
    string sockg_lossesOrDeposition  
    double sockg_dissolvedZincStd_gZn_ha  
    double sockg_electricalConductivityStd_ms_cm  
    double sockg_dissolvedBoronStd_gB_ha  
    double sockg_inorganicNitrogenStd_kgN_ha  
    double sockg_dissolvedMolybdenumStd_gMo_ha  
    string sockg_date  
    double sockg_date  
    double sockg_erosionTotalSolids_t_ha  
}
SockgWaterQualityConc {
    double sockg_samplingStartStopInterval  
    string sockg_samplingStartStopInterval  
    double sockg_erosionTotalSuspendedSolidsStd_kg  
    double sockg_erosionSedimentStd_kg  
    string sockg_measWaterQualityConc_UID  
    double sockg_erosionSediment_kg  
    string sockg_treatmentId  
    double sockg_ph  
    double sockg_waterStd_mm  
    string sockg_surfaceOrLeaching  
    double sockg_phStd  
    string sockg_date  
    double sockg_date  
    string sockg_expUnitId  
    double sockg_electricalConductivityStd_ms_cm  
    double sockg_electricalConductivity_ms_cm  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_water_mm  
    integer sockg_samplingDepth_cm  
    double sockg_erosionTotalSolids_kg  
    double sockg_erosionTotalSolidsStd_kg  
    string sockg_expUnit_UID  
    double sockg_erosionMethod  
    string sockg_fieldId  
    double sockg_time  
    string sockg_time  
    double sockg_modelIfSimulated  
    string sockg_modelIfSimulated  
    double sockg_erosionTotalSuspendedSolids_kg  
    string sockg_crop  
    double sockg_crop  
}
SockgWeatherObservation {
    double sockg_windSpeed_m_per_s  
    double sockg_precipitation_mm_per_d  
    double sockg_tempMax_degC  
    double sockg_weatherBadValueFlag  
    double sockg_windDirectionDegFromNorth  
    double sockg_atmosphericNitrogenDeposition_kg_per_ha_per_d  
    double sockg_relativeHumidityPercent  
    double sockg_soilTemp5cm_degC  
    double sockg_snow_mm_per_d  
    string sockg_date  
    double sockg_date  
    double sockg_solarRadiationBareSoil_MJ_per_m_squared_per_d  
    double sockg_closedPanEvaporation_mm_per_d  
    double sockg_tempMin_degC  
    double sockg_openPanEvaporation_mm_per_d  
    double sockg_solarRadiationVegetatedGround_MJ_per_m_squared_per_d  
    string sockg_weatherDaily_UID  
    double sockg_soilTemp10cm_degC  
}
SockgWeatherStation {
    double sockg_elevation_m  
    string sockg_weatherStationId  
}
SockgWindErosionArea {
    double sockg_silicon_kg_ha  
    double sockg_electricalConductivity_ms_cm  
    double sockg_potassiumStd_kg_ha  
    double sockg_inorganicNitrogenStd_kgN_ha  
    double sockg_phosphorusStd_kg_ha  
    double sockg_totalNitrogen_kg_ha  
    double sockg_molybdenum_g_ha  
    string sockg_fieldId  
    double sockg_boronStd_g_ha  
    double sockg_samplingStartStopInterval  
    string sockg_samplingStartStopInterval  
    double sockg_iron_g_ha  
    string sockg_treatmentId  
    double sockg_manganese_g_ha  
    double sockg_sulfur_kg_ha  
    double sockg_aluminumStd_kg_ha  
    double sockg_erosionMethod  
    string sockg_expUnit_UID  
    double sockg_totalNitrogenStd_kgN_ha  
    double sockg_lossesOrDeposition  
    string sockg_lossesOrDeposition  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_inorganicNitrogen_kgN_ha  
    double sockg_zinc_g_ha  
    string sockg_measWindErosionArea_UID  
    double sockg_calcium_kg_ha  
    double sockg_molybdenumStd_g_ha  
    double sockg_sulfurStd_kg_ha  
    string sockg_crop  
    double sockg_crop  
    double sockg_copper_g_ha  
    double sockg_phosphorus_kg_ha  
    double sockg_magnesium_kg_ha  
    double sockg_ironStd_g_ha  
    double sockg_soilOrganicCarbonStd_kgC_ha  
    double sockg_siliconStd_kg_ha  
    double sockg_calciumStd_kg_ha  
    double sockg_sodiumStd_kg_ha  
    double sockg_nitrateStd_kgN_ha  
    double sockg_nitrate_kg_ha  
    double sockg_soilStd_t_ha  
    double sockg_phStd  
    double sockg_modelIfSimulated  
    string sockg_modelIfSimulated  
    string sockg_expUnitId  
    double sockg_zincStd_g_ha  
    double sockg_potassium_kg_ha  
    double sockg_time  
    string sockg_time  
    double sockg_ph  
    double sockg_sodium_kg_ha  
    double sockg_electricalConductivityStd_ms_cm  
    double sockg_copperStd_g_ha  
    double sockg_magnesiumStd_kg_ha  
    double sockg_manganeseStd_g_ha  
    double sockg_aluminum_kg_ha  
    string sockg_date  
    double sockg_date  
    double sockg_boron_g_ha  
    double sockg_soil_t_ha  
}
SockgYieldNutrientUptake {
    double sockg_fracBoron_gB_ha  
    double sockg_fracProductivityStd_kg_ha  
    double sockg_fracCarbonStd_kgC_ha  
    double sockg_fracNitrogenStd_kgN_ha  
    double sockg_fracZincStd_gZn_ha  
    string sockg_crop  
    double sockg_crop  
    string sockg_measYieldNutUptake_UID  
    double sockg_fracSulfur_kgS_ha  
    double sockg_modelIfSimulated  
    string sockg_modelIfSimulated  
    double sockg_fracMolybdenumStd_gMo_ha  
    double sockg_fracPotassiumStd_kgK_ha  
    string sockg_plantFraction  
    double sockg_plantFraction  
    double sockg_grainWeightKernelYnu_mg  
    double sockg_fracMagnesium_kgMg_ha  
    double sockg_fracCarbon_kgC_ha  
    double sockg_fracManganeseStd_gMn_ha  
    string sockg_treatmentId  
    double sockg_fracCopperStd_gCu_ha  
    double sockg_fracMagnesiumStd_kgMg_ha  
    double sockg_fracIron_gFe_ha  
    double sockg_fracCalcium_kgCa_ha  
    double sockg_fracPhosphorus_kgP_ha  
    string sockg_fieldId  
    double sockg_fracIronStd_gFe_ha  
    double sockg_fracMoisturePercentStd  
    string sockg_expUnit_UID  
    double sockg_fracZinc_gZn_ha  
    double sockg_fracSulfurStd_kgS_ha  
    double sockg_fracPotassium_kgK_ha  
    double sockg_fracMoisturePercent  
    double sockg_fracCopper_gCu_ha  
    double sockg_fracMolybdenum_gMo_ha  
    double sockg_fracCalciumStd_kgCa_ha  
    string sockg_date  
    double sockg_date  
    double sockg_fracBoronStd_gB_ha  
    string sockg_expUnitId  
    double sockg_grainWeightKernelYnuStd_mg  
    double sockg_fracCropProductivity_kg_ha  
    double sockg_fracManganese_gMn_ha  
    string sockg_growthStage  
    double sockg_growthStage  
    double sockg_fracPhosphorusStd_kgP_ha  
    double sockg_fracNitrogen_kgN_ha  
}

SockgAmendment ||--|o SockgPesticide : "sockg_hasPesticide"
SockgCountry ||--|o SockgState : "sockg_hasState"
SockgCounty ||--|o SockgCity : "sockg_hasCity"
SockgDepartment ||--|o SockgOrganization : "sockg_departmentOf"
SockgExperiment ||--|o SockgTreatment : "sockg_hasTreatment"
SockgExperiment ||--|o SockgSite : "sockg_happenedInSite"
SockgExperimentalUnit ||--|o SockgSoilBiologicalSample : "sockg_hasBioSample"
SockgExperimentalUnit ||--|o SockgSoilChemicalSample : "sockg_hasChemSample"
SockgExperimentalUnit ||--|o SockgSoilPhysicalSample : "sockg_hasPhySample"
SockgExperimentalUnit ||--|o SockgHarvestFraction : "sockg_hasHarvestFractionData"
SockgExperimentalUnit ||--|o SockgBioMassMineral : "sockg_hasBioMassMineralData"
SockgExperimentalUnit ||--|o SockgGasSample : "sockg_hasGasSample"
SockgExperimentalUnit ||--|o SockgGrazing : "sockg_hasGrazingData"
SockgExperimentalUnit ||--|o SockgTillage : "sockg_hasTillage"
SockgExperimentalUnit ||--|o SockgAmendment : "sockg_hasAmendment"
SockgExperimentalUnit ||--|o SockgCropGrowthStage : "sockg_tracksGrowth"
SockgExperimentalUnit ||--|o SockgGrazingManagementEvent : "sockg_hasGrazingManagementEvent"
SockgExperimentalUnit ||--|o SockgHarvest : "sockg_isHarvested"
SockgExperimentalUnit ||--|o SockgField : "sockg_locatedInField"
SockgExperimentalUnit ||--|o SockgBioMassEnergy : "sockg_hasBioMassEnergyData"
SockgExperimentalUnit ||--|o SockgBioMassCarbohydrate : "sockg_hasBioMassCarbohydrateData"
SockgExperimentalUnit ||--|o SockgResidueManagementEvent : "sockg_hasResidueManagementEvent"
SockgGasNutrientLoss ||--|o SockgExperimentalUnit : "sockg_hasGasNutrientData"
SockgOrganization ||--|o SockgExperiment : "sockg_fundsExperiment"
SockgPerson ||--|o SockgSite : "sockg_worksIn"
SockgPerson ||--|o SockgDepartment : "sockg_worksAtDepartment"
SockgPerson ||--|o SockgOrganization : "sockg_worksFor"
SockgPlantingEvent ||--|o SockgExperimentalUnit : "sockg_plantingAt"
SockgPublication ||--|o SockgSite : "sockg_studiesSite"
SockgSite ||--|o SockgCounty : "sockg_locatedInCounty"
SockgSite ||--|o SockgState : "sockg_locatedInState"
SockgSite ||--|o SockgCity : "sockg_locatedInCity"
SockgSite ||--|o SockgCountry : "sockg_locatedInCountry"
SockgSite ||--|o SockgField : "sockg_hasField"
SockgState ||--|o SockgCounty : "sockg_hasCounty"
SockgTreatment ||--|o SockgRotation : "sockg_hasRotation"
SockgWaterQualityArea ||--|o SockgExperimentalUnit : "sockg_hasWaterQualityAreaData"
SockgWaterQualityArea ||--|o SockgField : "sockg_waterQualityAreaDataAt"
SockgWaterQualityArea ||--|o SockgTreatment : "sockg_waterQualityAreaTreatment"
SockgWaterQualityConc ||--|o SockgTreatment : "sockg_waterQualityConcTreatment"
SockgWaterQualityConc ||--|o SockgExperimentalUnit : "sockg_hasWaterQualityConcData"
SockgWaterQualityConc ||--|o SockgField : "sockg_waterQualityConcDataAt"
SockgWeatherObservation ||--|o SockgSite : "sockg_weatherRecordedAt"
SockgWeatherObservation ||--|o SockgField : "sockg_weatherAtField"
SockgWeatherStation ||--|o SockgWeatherObservation : "sockg_weatherRecordedBy"
SockgWeatherStation ||--|o SockgField : "sockg_recordsWeatherForField"
SockgWeatherStation ||--|o SockgSite : "sockg_recordsWeatherForSite"
SockgWindErosionArea ||--|o SockgExperimentalUnit : "sockg_hasWindErosionData"
SockgWindErosionArea ||--|o SockgTreatment : "sockg_windErosionTreatment"
SockgWindErosionArea ||--|o SockgField : "sockg_windErosionDataAt"
SockgYieldNutrientUptake ||--|o SockgExperimentalUnit : "sockg_hasYieldNutrUptakeData"
SockgYieldNutrientUptake ||--|o SockgField : "sockg_yieldNutrUptakeDataAt"
SockgYieldNutrientUptake ||--|o SockgTreatment : "sockg_yieldNutrUptakeTreatment"

IRI prefixes

• linkml: https://w3id.org/linkml/
• sockg: http://www.semanticweb.org/sockg/ontologies/2024/0/soil-carbon-ontology/
• xsd: http://www.w3.org/2001/XMLSchema#

Classes

Slots