{PAGE NAME} | {WEB AREA NAME}

EM Identity and Description

EM ID variable.detail.emIdHelp ?	EM-859
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 ?	Recreation demand	Recreation supply	Recreation supply and demand	Recreation supply and demand (watershed)
Variable ID variable.detail.varIdHelp ?	20323	20322	20324	20325
Symbol variable.detail.varSymbolHelp ?	D	S	Not reported	Not reported
Qualitative-Quantitative variable.detail.continuousCategoricalHelp ?	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)
Cardinal-Ordinal variable.detail.cardinalOrdinalHelp ?	Cardinal	Cardinal	Cardinal	Cardinal
Units variable.detail.varUnitsHelp ?	per pixel	per pixel ? Comment: based on land use map pixel size	per pixel	watershed

Variable Typology

Name variable.detail.varNameHelp ?	Recreation demand	Recreation supply	Recreation supply and demand	Recreation supply and demand (watershed)
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	Response	Response	Response	Response
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Response Variable Type variable.detail.resClassHelp ?	Computed Variable	Computed Variable	Computed Variable	Computed Variable
Data Source/Type variable.detail.dataTypeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Variable Classification Hierarchy variable.detail.vchLevel1Help ?	6. Non-monetary Indicators of Human Demand, Use or Benefit of Ecosystem Goods and Services	6. Non-monetary Indicators of Human Demand, Use or Benefit of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	6. Non-monetary Indicators of Human Demand, Use or Benefit of Ecosystem Goods and Services
	--Demand for or use of cultural services-Physical and intellectual interactions with ecosystem	--Demand for or use of cultural services-Physical and intellectual interactions with ecosystem	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--Demand for or use of cultural services-Physical and intellectual interactions with ecosystem
	----Physical use of land-/seascapes in different environmental settings	----Physical use of land-/seascapes in different environmental settings	----Suitability to supply cultural services-Physical and intellectual interactions with ecosystem	----Physical use of land-/seascapes in different environmental settings
			------Physical use of land-/seascapes in different environmental settings

Variable Spatial Characteristics

Name variable.detail.varNameHelp ?	Recreation demand	Recreation supply	Recreation supply and demand	Recreation supply and demand (watershed)
Spatial Extent Area variable.detail.spExtentHelp ?	100-1000 km^2	100-1000 km^2	100-1000 km^2	100-1000 km^2
Spatially Distributed? variable.detail.spDistributedHelp ?	Yes	Yes	Yes	No
Observations Spatially Patterned? variable.detail.regularSpGrainHelp ?	Yes	Yes	Yes	Not applicable
Spatial Grain Type variable.detail.spGrainTypeHelp ?	area, for pixel or radial feature	area, for pixel or radial feature	area, for pixel or radial feature	Not applicable
Spatial Grain Size variable.detail.spGrainSizeHelp ?	30 m	30 m	30 m x 30m	Not applicable
Spatial Density variable.detail.spDensityHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
EnviroAtlas URL variable.detail.enviroAtlasURLHelp ?

Variable Temporal Characteristics

Name variable.detail.varNameHelp ?	Recreation demand	Recreation supply	Recreation supply and demand	Recreation supply and demand (watershed)
Temporal Extent variable.detail.tempExtentHelp ?	1981-2015	1981-2015	1981-2015	1981-2015
Temporally Distributed? variable.detail.tempDistributedHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Regular Temporal Grain? variable.detail.regularTempGrainHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Temporal Grain Size Value variable.detail.tempGrainSizeValHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Temporal Grain Size Units variable.detail.tempGrainSizeUnitHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Temporal Density variable.detail.tempDensityHelp ?	Not applicable	Not applicable	Not applicable	Not applicable

Variable Values

Name variable.detail.varNameHelp ?	Recreation demand	Recreation supply	Recreation supply and demand	Recreation supply and demand (watershed)
Units variable.detail.estUnitHelp ?	Not reported	Not reported	Not reported	Not reported
Min Value variable.detail.minEstHelp ?	Not reported	Not reported	Not reported	Not reported
Max Value variable.detail.estHelp ?	Not reported	Not reported	Not reported	Not reported
Other Value Type variable.detail.natureOtherEstHelp ?	Mean	Mean	Mean	Not applicable
Other Value variable.detail.otherEstHelp ?	0.12	0.87	0.20	Not reported

Variable Variability and Sensitivity

Name

Recreation demand

Recreation supply

Recreation supply and demand

Recreation supply and demand (watershed)

Variability Expression Given?

Yes

No

Variability Metric

SD

None

Variability Value

0.21

0.09

0.26

None

Variability Units

per pixel

None

Resampling Used?

Not applicable

Variability Expression Used in Modeling?

Yes

Not applicable

Variable Operational Validation (Response Variables only)

Name variable.detail.varNameHelp ?	Recreation demand	Recreation supply	Recreation supply and demand	Recreation supply and demand (watershed)
Variable ID variable.detail.varIdHelp ?	20323	20322	20324	20325
Validated? variable.detail.resValidatedHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Validation Approach (within, between, etc.) variable.detail.validationApproachHelp ?	None	None	None	None
Validation Quality (Qual/Quant) variable.detail.validationQualityHelp ?	None	None	None	None
Validation Method (Stat/Deviance) variable.detail.validationMethodHelp ?	None	None	None	None
Validation Metric variable.detail.validationMetricHelp ?	None	None	None	None
Validation Value variable.detail.validationValHelp ?	None	None	None	None
Validation Units	None	None	None	None
Use of Measured Response Data variable.detail.measuredResponseDataHelp ?	None	None	None	None

US EPA

EcoService Models Library (ESML)

Variables Details

: (EM-859)

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