{PAGE NAME} | {WEB AREA NAME}

EM Identity and Description (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

EM ID variable.detail.emIdHelp ?	EM-359
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 (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

Name variable.detail.varNameHelp ?	Digital elevation model ? Comment: From a 90 m resolution digital elevation model (resampled to 30 m), HydroSHEDS (www.hydrosheds.org).	Land use/land cover class ? Comment: A LULC map was obtained for the "baseline year of 2008 from WWF Indonesia, derived by manual classification of Landsat and IRS-P6 satellite imagery at 30 m resolution and validated through ground checks (Setiabudi and Budiman, 2008). The map contained 89 LULC classes (Appendix A)". "The Government Spatial Plan scenario is based on zoning plans developed by the Indonesian Ministry of Public Works for the three provinces covering our study area (Riau, Jambi and West Sumatra) as mandated under Indonesia’s Spatial Planning law No. 26 / 2007 (Hudalah and Woltjer, 2007). These plans incorporate stakeholder input from the relevant provinces". "LULC classes were extrapolated from 2008 based on zoning designations specified in each scenario"	Precipitation ? Comment: Monthly precipitation data from the FAO GeoNetwork spatial data portal (http://www.fao.org/geonetwork/srv/en/main.home, “Global map of monthly precipitation - 10 arc minutes”), which provides monthly averages of precipitation and other climate variables from 1961 to 1990.	Soil erodibility factor ? Comment: "We used an erodibility layer for Jambi province that was also developed by the Regional Development Planning Board of Jambi as part of the 2008 study referenced above. We obtained erodibility data for Riau and West Sumatra from the Division of Water Management of the Riau Forestry Department. These datasets covered most of the study area, with the exception of a strip straddling the boundary of Jambi with the other two provinces. We mosaicked these layers and estimated erodibility for the strip lacking data by comparing to surrounding areas with similar soil characteristics."	Sub-watershed boundary
Variable ID variable.detail.varIdHelp ?	6946	6945	6947	6948	7035
Symbol variable.detail.varSymbolHelp ?	*	*	*	*	*
Qualitative-Quantitative variable.detail.continuousCategoricalHelp ?	*	*	*	*	*
Cardinal-Ordinal variable.detail.cardinalOrdinalHelp ?	*	*	*	*	*
Units variable.detail.varUnitsHelp ?	*	*	*	*	*

Variable Typology (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

Name variable.detail.varNameHelp ?	Digital elevation model ? Comment: From a 90 m resolution digital elevation model (resampled to 30 m), HydroSHEDS (www.hydrosheds.org).	Land use/land cover class ? Comment: A LULC map was obtained for the "baseline year of 2008 from WWF Indonesia, derived by manual classification of Landsat and IRS-P6 satellite imagery at 30 m resolution and validated through ground checks (Setiabudi and Budiman, 2008). The map contained 89 LULC classes (Appendix A)". "The Government Spatial Plan scenario is based on zoning plans developed by the Indonesian Ministry of Public Works for the three provinces covering our study area (Riau, Jambi and West Sumatra) as mandated under Indonesia’s Spatial Planning law No. 26 / 2007 (Hudalah and Woltjer, 2007). These plans incorporate stakeholder input from the relevant provinces". "LULC classes were extrapolated from 2008 based on zoning designations specified in each scenario"	Precipitation ? Comment: Monthly precipitation data from the FAO GeoNetwork spatial data portal (http://www.fao.org/geonetwork/srv/en/main.home, “Global map of monthly precipitation - 10 arc minutes”), which provides monthly averages of precipitation and other climate variables from 1961 to 1990.	Soil erodibility factor ? Comment: "We used an erodibility layer for Jambi province that was also developed by the Regional Development Planning Board of Jambi as part of the 2008 study referenced above. We obtained erodibility data for Riau and West Sumatra from the Division of Water Management of the Riau Forestry Department. These datasets covered most of the study area, with the exception of a strip straddling the boundary of Jambi with the other two provinces. We mosaicked these layers and estimated erodibility for the strip lacking data by comparing to surrounding areas with similar soil characteristics."	Sub-watershed boundary
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	*	*	*	*	*
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	*	*	*	*	*
Response Variable Type variable.detail.resClassHelp ?	*	*	*	*	*
Data Source/Type variable.detail.dataTypeHelp ?	*	*	*	*	*
Variable Classification Hierarchy variable.detail.vchLevel1Help ?	None	None	None	None	None

Variable Spatial Characteristics (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

Name variable.detail.varNameHelp ?	Digital elevation model ? Comment: From a 90 m resolution digital elevation model (resampled to 30 m), HydroSHEDS (www.hydrosheds.org).	Land use/land cover class ? Comment: A LULC map was obtained for the "baseline year of 2008 from WWF Indonesia, derived by manual classification of Landsat and IRS-P6 satellite imagery at 30 m resolution and validated through ground checks (Setiabudi and Budiman, 2008). The map contained 89 LULC classes (Appendix A)". "The Government Spatial Plan scenario is based on zoning plans developed by the Indonesian Ministry of Public Works for the three provinces covering our study area (Riau, Jambi and West Sumatra) as mandated under Indonesia’s Spatial Planning law No. 26 / 2007 (Hudalah and Woltjer, 2007). These plans incorporate stakeholder input from the relevant provinces". "LULC classes were extrapolated from 2008 based on zoning designations specified in each scenario"	Precipitation ? Comment: Monthly precipitation data from the FAO GeoNetwork spatial data portal (http://www.fao.org/geonetwork/srv/en/main.home, “Global map of monthly precipitation - 10 arc minutes”), which provides monthly averages of precipitation and other climate variables from 1961 to 1990.	Soil erodibility factor ? Comment: "We used an erodibility layer for Jambi province that was also developed by the Regional Development Planning Board of Jambi as part of the 2008 study referenced above. We obtained erodibility data for Riau and West Sumatra from the Division of Water Management of the Riau Forestry Department. These datasets covered most of the study area, with the exception of a strip straddling the boundary of Jambi with the other two provinces. We mosaicked these layers and estimated erodibility for the strip lacking data by comparing to surrounding areas with similar soil characteristics."	Sub-watershed boundary
Spatial Extent Area variable.detail.spExtentHelp ?	*	*	*	*	*
Spatially Distributed? variable.detail.spDistributedHelp ?	*	*	*	*	*
Observations Spatially Patterned? variable.detail.regularSpGrainHelp ?	*	*	*	*	*
Spatial Grain Type variable.detail.spGrainTypeHelp ?	*	*	*	*	*
Spatial Grain Size variable.detail.spGrainSizeHelp ?	*	*	*	*	*
Spatial Density variable.detail.spDensityHelp ?	*	*	*	*	*
EnviroAtlas URL variable.detail.enviroAtlasURLHelp ?

Variable Temporal Characteristics (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

Name variable.detail.varNameHelp ?	Digital elevation model ? Comment: From a 90 m resolution digital elevation model (resampled to 30 m), HydroSHEDS (www.hydrosheds.org).	Land use/land cover class ? Comment: A LULC map was obtained for the "baseline year of 2008 from WWF Indonesia, derived by manual classification of Landsat and IRS-P6 satellite imagery at 30 m resolution and validated through ground checks (Setiabudi and Budiman, 2008). The map contained 89 LULC classes (Appendix A)". "The Government Spatial Plan scenario is based on zoning plans developed by the Indonesian Ministry of Public Works for the three provinces covering our study area (Riau, Jambi and West Sumatra) as mandated under Indonesia’s Spatial Planning law No. 26 / 2007 (Hudalah and Woltjer, 2007). These plans incorporate stakeholder input from the relevant provinces". "LULC classes were extrapolated from 2008 based on zoning designations specified in each scenario"	Precipitation ? Comment: Monthly precipitation data from the FAO GeoNetwork spatial data portal (http://www.fao.org/geonetwork/srv/en/main.home, “Global map of monthly precipitation - 10 arc minutes”), which provides monthly averages of precipitation and other climate variables from 1961 to 1990.	Soil erodibility factor ? Comment: "We used an erodibility layer for Jambi province that was also developed by the Regional Development Planning Board of Jambi as part of the 2008 study referenced above. We obtained erodibility data for Riau and West Sumatra from the Division of Water Management of the Riau Forestry Department. These datasets covered most of the study area, with the exception of a strip straddling the boundary of Jambi with the other two provinces. We mosaicked these layers and estimated erodibility for the strip lacking data by comparing to surrounding areas with similar soil characteristics."	Sub-watershed boundary
Temporal Extent variable.detail.tempExtentHelp ?	2008	*	*	*	*
Temporally Distributed? variable.detail.tempDistributedHelp ?	*	*	*	*	*
Regular Temporal Grain? variable.detail.regularTempGrainHelp ?	*	*	*	*	*
Temporal Grain Size Value variable.detail.tempGrainSizeValHelp ?	*	*	*	*	*
Temporal Grain Size Units variable.detail.tempGrainSizeUnitHelp ?	*	*	*	*	*
Temporal Density variable.detail.tempDensityHelp ?	*	*	*	*	*

Variable Values (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

Name variable.detail.varNameHelp ?	Digital elevation model ? Comment: From a 90 m resolution digital elevation model (resampled to 30 m), HydroSHEDS (www.hydrosheds.org).	Land use/land cover class ? Comment: A LULC map was obtained for the "baseline year of 2008 from WWF Indonesia, derived by manual classification of Landsat and IRS-P6 satellite imagery at 30 m resolution and validated through ground checks (Setiabudi and Budiman, 2008). The map contained 89 LULC classes (Appendix A)". "The Government Spatial Plan scenario is based on zoning plans developed by the Indonesian Ministry of Public Works for the three provinces covering our study area (Riau, Jambi and West Sumatra) as mandated under Indonesia’s Spatial Planning law No. 26 / 2007 (Hudalah and Woltjer, 2007). These plans incorporate stakeholder input from the relevant provinces". "LULC classes were extrapolated from 2008 based on zoning designations specified in each scenario"	Precipitation ? Comment: Monthly precipitation data from the FAO GeoNetwork spatial data portal (http://www.fao.org/geonetwork/srv/en/main.home, “Global map of monthly precipitation - 10 arc minutes”), which provides monthly averages of precipitation and other climate variables from 1961 to 1990.	Soil erodibility factor ? Comment: "We used an erodibility layer for Jambi province that was also developed by the Regional Development Planning Board of Jambi as part of the 2008 study referenced above. We obtained erodibility data for Riau and West Sumatra from the Division of Water Management of the Riau Forestry Department. These datasets covered most of the study area, with the exception of a strip straddling the boundary of Jambi with the other two provinces. We mosaicked these layers and estimated erodibility for the strip lacking data by comparing to surrounding areas with similar soil characteristics."	Sub-watershed boundary
Units variable.detail.estUnitHelp ?	*	*	*	*	*
Min Value variable.detail.minEstHelp ?	*	*	*	*	*
Max Value variable.detail.estHelp ?	*	*	*	*	*
Other Value Type variable.detail.natureOtherEstHelp ?	*	*	*	*	*
Other Value variable.detail.otherEstHelp ?	*	*	*	*	*

Variable Variability and Sensitivity (* Note that run information is shown only where run data differ from the "parent" entry for that variable)

Name variable.detail.varNameHelp ?	Digital elevation model ? Comment: From a 90 m resolution digital elevation model (resampled to 30 m), HydroSHEDS (www.hydrosheds.org).	Land use/land cover class ? Comment: A LULC map was obtained for the "baseline year of 2008 from WWF Indonesia, derived by manual classification of Landsat and IRS-P6 satellite imagery at 30 m resolution and validated through ground checks (Setiabudi and Budiman, 2008). The map contained 89 LULC classes (Appendix A)". "The Government Spatial Plan scenario is based on zoning plans developed by the Indonesian Ministry of Public Works for the three provinces covering our study area (Riau, Jambi and West Sumatra) as mandated under Indonesia’s Spatial Planning law No. 26 / 2007 (Hudalah and Woltjer, 2007). These plans incorporate stakeholder input from the relevant provinces". "LULC classes were extrapolated from 2008 based on zoning designations specified in each scenario"	Precipitation ? Comment: Monthly precipitation data from the FAO GeoNetwork spatial data portal (http://www.fao.org/geonetwork/srv/en/main.home, “Global map of monthly precipitation - 10 arc minutes”), which provides monthly averages of precipitation and other climate variables from 1961 to 1990.	Soil erodibility factor ? Comment: "We used an erodibility layer for Jambi province that was also developed by the Regional Development Planning Board of Jambi as part of the 2008 study referenced above. We obtained erodibility data for Riau and West Sumatra from the Division of Water Management of the Riau Forestry Department. These datasets covered most of the study area, with the exception of a strip straddling the boundary of Jambi with the other two provinces. We mosaicked these layers and estimated erodibility for the strip lacking data by comparing to surrounding areas with similar soil characteristics."	Sub-watershed boundary
Variability Expression Given? variable.detail.variabilityExpHelp ?	*	*	*	*	No
Variability Metric variable.detail.variabilityMetricHelp ?	*	*	*	*	*
Variability Value variable.detail.variabilityValueHelp ?	*	*	*	*	*
Variability Units	*	*	*	*	*
Resampling Used? variable.detail.bootstrappingHelp ?	*	*	*	*	*
Variability Expression Used in Modeling? variable.detail.variabilityUsedHelp ?	*	*	*	*	*

Variable Operational Validation (Response Variables only; * Note that run information is shown only where run data differ from the "parent" entry for that variable)

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-359)

Selected

Run - Future LULC Government Spatial Plan

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