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EM Identity and Description

EM ID variable.detail.emIdHelp ?	EM-856
Document Author variable.detail.emDocumentAuthorHelp ?	Martinez-Lopez, J.M., Bagstad, K.J., Balbi, S., Magrach, A., Voigt, B. Athanasiadis, I., Pascual, M., Willcock, S., and F. Villa.
Document Year variable.detail.emDocumentYearHelp ?	2018

Variable General Info

Name variable.detail.varNameHelp ?	Active individuals constant	Crop pollination dependencies ? Comment: Amount of insect pollination required by agricultural crop type. Developed into look up table for 55 crops.	Crop production	Floral availability (pollinator)	Insect body simulation constant	Mean annual ambient temperature constant	Mean annual solar irradiance constant	Nesting suitability (pollinator)	Simulated insect body temperature constant
Variable ID variable.detail.varIdHelp ?	20268	20275	20276	20266	20272	20273	20274	20267	20269
Symbol variable.detail.varSymbolHelp ?	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported
Qualitative-Quantitative variable.detail.continuousCategoricalHelp ?	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)
Cardinal-Ordinal variable.detail.cardinalOrdinalHelp ?	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal
Units variable.detail.varUnitsHelp ?	unitless	unitless	km^-2 ? Comment: Not reported but all estimates are in km . Could be in Ha in original source data that was converted.	unitless	unitless	unitless	unitless	unitless	unitless

Variable Typology

Name variable.detail.varNameHelp ?	Active individuals constant	Crop pollination dependencies ? Comment: Amount of insect pollination required by agricultural crop type. Developed into look up table for 55 crops.	Crop production	Floral availability (pollinator)	Insect body simulation constant	Mean annual ambient temperature constant	Mean annual solar irradiance constant	Nesting suitability (pollinator)	Simulated insect body temperature constant
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	Predictor	Predictor	Predictor	Predictor	Predictor	Predictor	Predictor	Predictor	Predictor
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	Constant or Parameter	Constant or Parameter	Constant or Parameter	Constant or Parameter	Constant or Parameter	Constant or Parameter	Constant or Parameter	Constant or Parameter	Constant or Parameter
Response Variable Type variable.detail.resClassHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Data Source/Type variable.detail.dataTypeHelp ?	Other or unclear (comment)	Derived from a look-up table	Derived from a look-up table	Transferred Values (e.g., from literature; transferred spatially, temporally or across scales) ? Comment: Developed from other studies Calderone 012, Koh et al. 2016 https://bitbucket.org/ariesteam/org.aries.potential.supply.es/src/develop/src/org/aries/potential/supply/es/data/usa.kim	Statistically estimated (use for statistically estimated EMs only)	Statistically estimated (use for statistically estimated EMs only)	Statistically estimated (use for statistically estimated EMs only)	Transferred Values (e.g., from literature; transferred spatially, temporally or across scales) ? Comment: Calderone 2012, Koh et al. 2016. https://bitbucket.org/ariesteam/org.aries.potential.supply.es/src/develop/src/org/aries/potential/supply/es/data/usa.kim	Statistically estimated (use for statistically estimated EMs only)
Variable Classification Hierarchy variable.detail.vchLevel1Help ?	N. Not classified	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services
		--Biological characteristics, processes or requirements of living ecosystem components	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--Biological characteristics, processes or requirements of living ecosystem components	--Biological characteristics, processes or requirements of living ecosystem components	--Physical/chemical characteristics of nonliving ecosystem components	--Physical/chemical characteristics of nonliving ecosystem components	--Biological characteristics, processes or requirements of living ecosystem components	--Biological characteristics, processes or requirements of living ecosystem components
		----Biological characteristics, processes or requirements of flora and fungi	----Suitability to supply provisioning services-Nutrition	----Biological characteristics, processes or requirements of flora and fungi	----Biological characteristics, processes or requirements of fauna	----Physical/chemical characteristics of air, meteorology and precipitation	----Physical/chemical characteristics of air, meteorology and precipitation	----Biological characteristics, processes or requirements of fauna	----Biological characteristics, processes or requirements of fauna
		------Other, multiple, unspecified or unclear	------Cultivated crops	------Other, multiple, unspecified or unclear	------Pollinators (nonspecific)	------Meteorology data and parameters (including precipitation)	------Meteorology data and parameters (including precipitation)	------Pollinators (nonspecific)	------Pollinators (nonspecific)

Variable Spatial Characteristics

Name variable.detail.varNameHelp ?	Active individuals constant	Crop pollination dependencies ? Comment: Amount of insect pollination required by agricultural crop type. Developed into look up table for 55 crops.	Crop production	Floral availability (pollinator)	Insect body simulation constant	Mean annual ambient temperature constant	Mean annual solar irradiance constant	Nesting suitability (pollinator)	Simulated insect body temperature constant
Spatial Extent Area variable.detail.spExtentHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Spatially Distributed? variable.detail.spDistributedHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Observations Spatially Patterned? variable.detail.regularSpGrainHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Spatial Grain Type variable.detail.spGrainTypeHelp ?	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables	Not recorded for Constant or Paarameter Variables
Spatial Grain Size variable.detail.spGrainSizeHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Spatial Density variable.detail.spDensityHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
EnviroAtlas URL variable.detail.enviroAtlasURLHelp ?			Hectares of Vegetable Crops			Average Annual Precipitation	Average Annual Precipitation

Variable Temporal Characteristics

Name variable.detail.varNameHelp ?	Active individuals constant	Crop pollination dependencies ? Comment: Amount of insect pollination required by agricultural crop type. Developed into look up table for 55 crops.	Crop production	Floral availability (pollinator)	Insect body simulation constant	Mean annual ambient temperature constant	Mean annual solar irradiance constant	Nesting suitability (pollinator)	Simulated insect body temperature constant
Temporal Extent variable.detail.tempExtentHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables ? Comment: Dates based on liturature publication dates	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Temporally Distributed? variable.detail.tempDistributedHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Regular Temporal Grain? variable.detail.regularTempGrainHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Temporal Grain Size Value variable.detail.tempGrainSizeValHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Temporal Grain Size Units variable.detail.tempGrainSizeUnitHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Temporal Density variable.detail.tempDensityHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables

Variable Values

Name variable.detail.varNameHelp ?	Active individuals constant	Crop pollination dependencies ? Comment: Amount of insect pollination required by agricultural crop type. Developed into look up table for 55 crops.	Crop production	Floral availability (pollinator)	Insect body simulation constant	Mean annual ambient temperature constant	Mean annual solar irradiance constant	Nesting suitability (pollinator)	Simulated insect body temperature constant
Units variable.detail.estUnitHelp ?	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported
Min Value variable.detail.minEstHelp ?	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported
Max Value variable.detail.estHelp ?	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported
Other Value Type variable.detail.natureOtherEstHelp ?	Single Observation or Parameter Value	Not applicable	Not applicable	Not applicable	Single Observation or Parameter Value	Single Observation or Parameter Value	Single Observation or Parameter Value	Not applicable	Single Observation or Parameter Value
Other Value variable.detail.otherEstHelp ?	-39.3	Not reported	Not reported	Not reported	-0.62	1.027	0.006	Not reported	4.01

Variable Variability and Sensitivity

Name variable.detail.varNameHelp ?	Active individuals constant	Crop pollination dependencies ? Comment: Amount of insect pollination required by agricultural crop type. Developed into look up table for 55 crops.	Crop production	Floral availability (pollinator)	Insect body simulation constant	Mean annual ambient temperature constant	Mean annual solar irradiance constant	Nesting suitability (pollinator)	Simulated insect body temperature constant
Variability Expression Given? variable.detail.variabilityExpHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Variability Metric variable.detail.variabilityMetricHelp ?	None	None	None	None	None	None	None	None	None
Variability Value variable.detail.variabilityValueHelp ?	None	None	None	None	None	None	None	None	None
Variability Units	None	None	None	None	None	None	None	None	None
Resampling Used? variable.detail.bootstrappingHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables
Variability Expression Used in Modeling? variable.detail.variabilityUsedHelp ?	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables	Not recorded for Constant or Parameter Variables

Variable Operational Validation (Response Variables only)

Name variable.detail.varNameHelp ?
Variable ID variable.detail.varIdHelp ?
Validated? variable.detail.resValidatedHelp ?
Validation Approach (within, between, etc.) variable.detail.validationApproachHelp ?
Validation Quality (Qual/Quant) variable.detail.validationQualityHelp ?
Validation Method (Stat/Deviance) variable.detail.validationMethodHelp ?
Validation Metric variable.detail.validationMetricHelp ?
Validation Value variable.detail.validationValHelp ?
Validation Units
Use of Measured Response Data variable.detail.measuredResponseDataHelp ?

Name

Variable ID

Validated?

Validation Approach (within, between, etc.)

Validation Quality (Qual/Quant)

Validation Method (Stat/Deviance)

Validation Metric

Validation Value

Validation Units

Use of Measured Response Data

US EPA

EcoService Models Library (ESML)

Variables Details

: (EM-856)

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