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EM-363: Ecosystem services reinforce Sumatran tiger conservation in land use plans

EM Identity and Description

EM ID variable.detail.emIdHelp ?	EM-363
Document Author variable.detail.emDocumentAuthorHelp ?	Bhagabati, N. K., Ricketts, T., Sulistyawan, T. B. S., Conte, M., Ennaanay, D., Hadian, O., McKenzie, E., Olwero, N., Rosenthal, A., Tallis, H., and Wolney, S.
Document Year variable.detail.emDocumentYearHelp ?	2014

Variable General Info

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Average percent change in avoided phosphorus export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Nitrogen retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.	Percent change in avoided nitrogen export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Percent change in avoided phosphorus export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Phosphorus retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.
Variable ID variable.detail.varIdHelp ?	7083	7084	7001	7003	7004	7002
Symbol variable.detail.varSymbolHelp ?	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)
Cardinal-Ordinal variable.detail.cardinalOrdinalHelp ?	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal	Cardinal
Units variable.detail.varUnitsHelp ?	%	%	kg yr^-1	%	%	kg yr^-1

Variable Typology

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Average percent change in avoided phosphorus export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Nitrogen retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.	Percent change in avoided nitrogen export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Percent change in avoided phosphorus export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Phosphorus retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	Response	Response	Response	Response	Response	Response
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Response Variable Type variable.detail.resClassHelp ?	Computed Variable	Computed Variable	Computed Variable	Computed Variable	Computed Variable	Computed Variable
Data Source/Type variable.detail.dataTypeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Variable Classification Hierarchy variable.detail.vchLevel1Help ?	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
	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS	--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS
	----Suitability to supply regulation & maintenance services-Mediation of wastes	----Suitability to supply regulation & maintenance services-Mediation of wastes	----Suitability to supply regulation & maintenance services-Mediation of wastes	----Suitability to supply regulation & maintenance services-Mediation of wastes	----Suitability to supply regulation & maintenance services-Mediation of wastes	----Suitability to supply regulation & maintenance services-Mediation of wastes
	------Filtration/sequestration/storage/accumulation by ecosystems	------Filtration/sequestration/storage/accumulation by ecosystems	------Filtration/sequestration/storage/accumulation by ecosystems	------Filtration/sequestration/storage/accumulation by ecosystems	------Filtration/sequestration/storage/accumulation by ecosystems	------Filtration/sequestration/storage/accumulation by ecosystems

Variable Spatial Characteristics

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Average percent change in avoided phosphorus export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Nitrogen retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.	Percent change in avoided nitrogen export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Percent change in avoided phosphorus export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Phosphorus retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.
Spatial Extent Area variable.detail.spExtentHelp ?	100,000-1,000,000 km^2	100,000-1,000,000 km^2	100,000-1,000,000 km^2	100,000-1,000,000 km^2	100,000-1,000,000 km^2	100,000-1,000,000 km^2
Spatially Distributed? variable.detail.spDistributedHelp ?	No	No	Yes	Yes	Yes	Yes
Observations Spatially Patterned? variable.detail.regularSpGrainHelp ?	Not applicable	Not applicable	No	No	No	No
Spatial Grain Type variable.detail.spGrainTypeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Spatial Grain Size variable.detail.spGrainSizeHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Spatial Density variable.detail.spDensityHelp ?	Not applicable	Not applicable	Aggregated to 68 sub-watesheds	Aggregated to 68 sub-watersheds	Aggregated to 68 sub-watersheds	Aggregated to 68 sub-watersheds
EnviroAtlas URL variable.detail.enviroAtlasURLHelp ?

Variable Temporal Characteristics

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Average percent change in avoided phosphorus export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Nitrogen retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.	Percent change in avoided nitrogen export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Percent change in avoided phosphorus export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Phosphorus retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.
Temporal Extent variable.detail.tempExtentHelp ?	2008-2020	2008-2020	2008-2020	2008-2020	2008-2020	2008-2020
Temporally Distributed? variable.detail.tempDistributedHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Regular Temporal Grain? variable.detail.regularTempGrainHelp ?	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
Temporal Grain Size Units variable.detail.tempGrainSizeUnitHelp ?	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

Variable Values

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Average percent change in avoided phosphorus export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Nitrogen retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.	Percent change in avoided nitrogen export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Percent change in avoided phosphorus export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Phosphorus retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.
Units variable.detail.estUnitHelp ?	Not reported	Not reported	Not reported	%	%	Not reported
Min Value variable.detail.minEstHelp ?	Not reported	Not reported	Not reported	>-20	>-20	Not reported
Max Value variable.detail.estHelp ?	Not reported	Not reported	Not reported	>20	>20	Not reported
Other Value Type variable.detail.natureOtherEstHelp ?	Parameter value	Parameter value	Not applicable	Not applicable	Not applicable	Not applicable
Other Value variable.detail.otherEstHelp ?	Varies by Run; view Runs to see values	Varies by Run; view Runs to see value	Not reported	Not reported	Not reported	Not reported

Variable Variability and Sensitivity

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Average percent change in avoided phosphorus export ? Comment: Average percent change across study area (all sub-watersheds) from 2008 to 2020 for scenario.	Nitrogen retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.	Percent change in avoided nitrogen export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Percent change in avoided phosphorus export per sub-watershed ? Comment: Percent change was mapped by sub-watershed coded in increments of: >20%, 5-20%, +/-5%, (-)5-20%, >-20%.	Phosphorus retention per sub-watershed ? Comment: InVEST modeled pixel values were aggregated to sub-watersheds which were the smallest spatial grain at which results were reported. Results were reported as relative spatial distribution across the landscape, and relative change to scenarios rather than precise quantification. Thus pixel level InVEST results were not reported. Mapped results at the sub-wateshed level were presented with values coded based on quintile breaks.
Variability Expression Given? variable.detail.variabilityExpHelp ?	No	No	No	No	No	No
Variability Metric variable.detail.variabilityMetricHelp ?	None	None	None	None	None	None
Variability Value variable.detail.variabilityValueHelp ?	None	None	None	None	None	None
Variability Units	None	None	None	None	None	None
Resampling Used? variable.detail.bootstrappingHelp ?	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

Variable Operational Validation (Response Variables only)

Name variable.detail.varNameHelp ?	Average percent change in avoided nitrogen export	Average percent change in avoided phosphorus export	Nitrogen retention per sub-watershed	Percent change in avoided nitrogen export per sub-watershed	Percent change in avoided phosphorus export per sub-watershed	Phosphorus retention per sub-watershed
Variable ID variable.detail.varIdHelp ?	7083	7084	7001	7003	7004	7002
Validated? variable.detail.resValidatedHelp ?	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable
Validation Approach (within, between, etc.) variable.detail.validationApproachHelp ?	None	None	None	None	None	None
Validation Quality (Qual/Quant) variable.detail.validationQualityHelp ?	None	None	None	None	None	None
Validation Method (Stat/Deviance) variable.detail.validationMethodHelp ?	None	None	None	None	None	None
Validation Metric variable.detail.validationMetricHelp ?	None	None	None	None	None	None
Validation Value variable.detail.validationValHelp ?	None	None	None	None	None	None
Validation Units	None	None	None	None	None	None
Use of Measured Response Data variable.detail.measuredResponseDataHelp ?	None	None	None	None	None	None