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EM Identity and Description

EM ID variable.detail.emIdHelp ?	EM-686
Document Author variable.detail.emDocumentAuthorHelp ?	Mulvaney, K K., Atkinson, S.F., Merrill, N.H., Twichell, J.H., and M.J. Mazzotta
Document Year variable.detail.emDocumentYearHelp ?	2019

Variable General Info

Name variable.detail.varNameHelp ?	Percent daily boating use	Percent daily fishing use	Percent daily kayaking/stand-up paddleboarding or rowing use	Percent daily other use	Percent daily shellfishing use	Percent daily spending time by the shore use	Percent daily walking use
Variable ID variable.detail.varIdHelp ?	16277	16279	16278	16282	16280	16281	16283
Symbol variable.detail.varSymbolHelp ?	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)
Cardinal-Ordinal variable.detail.cardinalOrdinalHelp ?	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal
Units variable.detail.varUnitsHelp ?	%	%	%	%	%	%	%

Variable Typology

Name variable.detail.varNameHelp ?	Percent daily boating use	Percent daily fishing use	Percent daily kayaking/stand-up paddleboarding or rowing use	Percent daily other use	Percent daily shellfishing use	Percent daily spending time by the shore use	Percent daily walking use
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	Response	Response	Response	Response	Response	Response	Response
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Response Variable Type variable.detail.resClassHelp ?	Observed Variable	Observed Variable	Observed Variable	Observed Variable	Observed Variable	Observed Variable	Observed Variable
Data Source/Type variable.detail.dataTypeHelp ?	Local field/Lab data (e.g., particular to the EM study)	Local field/Lab data (e.g., particular to the EM study)	Local field/Lab data (e.g., particular to the EM study)	Local field/Lab data (e.g., particular to the EM study)	Local field/Lab data (e.g., particular to the EM study)	Local field/Lab data (e.g., particular to the EM study)	Local field/Lab data (e.g., particular to the EM study)
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	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	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	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 provisioning services-Nutrition and ingestion	--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	--Demand for or use of provisioning services-Nutrition and ingestion	--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
	----Physical use of land-/seascapes in different environmental settings	----Wild animals and their outputs	----Physical use of land-/seascapes in different environmental settings	----Physical use of land-/seascapes in different environmental settings	----Wild animals and their outputs	----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 ?	Percent daily boating use	Percent daily fishing use	Percent daily kayaking/stand-up paddleboarding or rowing use	Percent daily other use	Percent daily shellfishing use	Percent daily spending time by the shore use	Percent daily walking use
Spatial Extent Area variable.detail.spExtentHelp ?	1000-10,000 km^2.	1000-10,000 km^2.	1000-10,000 km^2.	1000-10,000 km^2.	1000-10,000 km^2.	1000-10,000 km^2.	1000-10,000 km^2.
Spatially Distributed? variable.detail.spDistributedHelp ?	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Observations Spatially Patterned? variable.detail.regularSpGrainHelp ?	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Spatial Grain Type variable.detail.spGrainTypeHelp ?	Other (specify), for irregular (e.g., stream reach, lake basin)	Other (specify), for irregular (e.g., stream reach, lake basin)	Other (specify), for irregular (e.g., stream reach, lake basin)	Other (specify), for irregular (e.g., stream reach, lake basin)	Other (specify), for irregular (e.g., stream reach, lake basin)	Other (specify), for irregular (e.g., stream reach, lake basin)	Other (specify), for irregular (e.g., stream reach, lake basin)
Spatial Grain Size variable.detail.spGrainSizeHelp ?	access type	access site size	access type	access type size	access type size	access type size	access type size
Spatial Density variable.detail.spDensityHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
EnviroAtlas URL variable.detail.enviroAtlasURLHelp ?

Variable Temporal Characteristics

Name variable.detail.varNameHelp ?	Percent daily boating use	Percent daily fishing use	Percent daily kayaking/stand-up paddleboarding or rowing use	Percent daily other use	Percent daily shellfishing use	Percent daily spending time by the shore use	Percent daily walking use
Temporal Extent variable.detail.tempExtentHelp ?	Summer 2017	Summer 2017	Summer 2017	Summer 2017	Summer 2017	Summer 2017	Summer 2017
Temporally Distributed? variable.detail.tempDistributedHelp ?	No	No	No	No	No	No	No
Regular Temporal Grain? variable.detail.regularTempGrainHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Temporal Grain Size Value variable.detail.tempGrainSizeValHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Temporal Grain Size Units variable.detail.tempGrainSizeUnitHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Temporal Density variable.detail.tempDensityHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable

Variable Values

Name variable.detail.varNameHelp ?	Percent daily boating use	Percent daily fishing use	Percent daily kayaking/stand-up paddleboarding or rowing use	Percent daily other use	Percent daily shellfishing use	Percent daily spending time by the shore use	Percent daily walking use
Units variable.detail.estUnitHelp ?	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
Max Value variable.detail.estHelp ?	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported	Not reported
Other Value Type variable.detail.natureOtherEstHelp ?	Mean	Mean	Median	Mean	Mean	Mean	Mean
Other Value variable.detail.otherEstHelp ?	Varies by run	Varies by run	Varies by run	Varies by run	Varies by run	Varies by run	Varies by run

Variable Variability and Sensitivity

Name variable.detail.varNameHelp ?	Percent daily boating use	Percent daily fishing use	Percent daily kayaking/stand-up paddleboarding or rowing use	Percent daily other use	Percent daily shellfishing use	Percent daily spending time by the shore use	Percent daily walking use
Variability Expression Given? variable.detail.variabilityExpHelp ?	No	No	No	No	No	No	No
Variability Metric variable.detail.variabilityMetricHelp ?	None	None	None	None	None	None	None
Variability Value variable.detail.variabilityValueHelp ?	None	None	None	None	None	None	None
Variability Units	None	None	None	None	None	None	None
Resampling Used? variable.detail.bootstrappingHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Variability Expression Used in Modeling? variable.detail.variabilityUsedHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable

Variable Operational Validation (Response Variables only)

Name

Percent daily boating use

Percent daily fishing use

Percent daily kayaking/stand-up paddleboarding or rowing use

Percent daily other use

Percent daily shellfishing use

Percent daily spending time by the shore use

Percent daily walking use

Variable ID

16277

16279

16278

16282

16280

16281

16283

Validated?

Not applicable

Validation Approach (within, between, etc.)

None

Validation Quality (Qual/Quant)

None

Validation Method (Stat/Deviance)

None

Validation Metric

None

Validation Value

None

Validation Units

None

Use of Measured Response Data

Calibration

US EPA

EcoService Models Library (ESML)

Variables Details

: (EM-686)

Selected

EM-686: Quantifying Recreational Use of an Estuary: A case study of three bays, Cape Cod, USA