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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-345
Document Author variable.detail.emDocumentAuthorHelp ?	Wu, C.-F., Lin, Y.-P., Chiang, L.-C. and Huang, T.
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 ?	Land-use type ? Comment: Land-use types: forest, built-up, cultivated, grassland, surface water. Based on the logistic regression models, land-use demands, spatial policies, and land-use conversion rules, the CLUE-s sub-model was applied to simulate land-use type changes for the three land-use scenarios for 2010-2025.	Level of protection from disturbances ? Comment: An additional landscape factor that mitigates the adverse effects of threats to habitats is the level of protection, such as the presence of social or physical boundaries, from disturbances.	Threat type to habitats ? Comment: Threat types: built-up, cultivated lands, highway, provincial road, county road.
Variable ID variable.detail.varIdHelp ?	6780	7048	6781
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 ?	Land-use type ? Comment: Land-use types: forest, built-up, cultivated, grassland, surface water. Based on the logistic regression models, land-use demands, spatial policies, and land-use conversion rules, the CLUE-s sub-model was applied to simulate land-use type changes for the three land-use scenarios for 2010-2025.	Level of protection from disturbances ? Comment: An additional landscape factor that mitigates the adverse effects of threats to habitats is the level of protection, such as the presence of social or physical boundaries, from disturbances.	Threat type to habitats ? Comment: Threat types: built-up, cultivated lands, highway, provincial road, county road.
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	*	*	*
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	*	*	*
Response Variable Type variable.detail.resClassHelp ?	*	*	*
Data Source/Type variable.detail.dataTypeHelp ?	*	Local field/Lab data (e.g., particular to the EM study)	*
Variable Classification Hierarchy variable.detail.vchLevel1Help ?	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 ?	Land-use type ? Comment: Land-use types: forest, built-up, cultivated, grassland, surface water. Based on the logistic regression models, land-use demands, spatial policies, and land-use conversion rules, the CLUE-s sub-model was applied to simulate land-use type changes for the three land-use scenarios for 2010-2025.	Level of protection from disturbances ? Comment: An additional landscape factor that mitigates the adverse effects of threats to habitats is the level of protection, such as the presence of social or physical boundaries, from disturbances.	Threat type to habitats ? Comment: Threat types: built-up, cultivated lands, highway, provincial road, county road.
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 ?	Land-use type ? Comment: Land-use types: forest, built-up, cultivated, grassland, surface water. Based on the logistic regression models, land-use demands, spatial policies, and land-use conversion rules, the CLUE-s sub-model was applied to simulate land-use type changes for the three land-use scenarios for 2010-2025.	Level of protection from disturbances ? Comment: An additional landscape factor that mitigates the adverse effects of threats to habitats is the level of protection, such as the presence of social or physical boundaries, from disturbances.	Threat type to habitats ? Comment: Threat types: built-up, cultivated lands, highway, provincial road, county road.
Temporal Extent variable.detail.tempExtentHelp ?	*	*	*
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 ?	Land-use type ? Comment: Land-use types: forest, built-up, cultivated, grassland, surface water. Based on the logistic regression models, land-use demands, spatial policies, and land-use conversion rules, the CLUE-s sub-model was applied to simulate land-use type changes for the three land-use scenarios for 2010-2025.	Level of protection from disturbances ? Comment: An additional landscape factor that mitigates the adverse effects of threats to habitats is the level of protection, such as the presence of social or physical boundaries, from disturbances.	Threat type to habitats ? Comment: Threat types: built-up, cultivated lands, highway, provincial road, county road.
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 ?	Land-use type ? Comment: Land-use types: forest, built-up, cultivated, grassland, surface water. Based on the logistic regression models, land-use demands, spatial policies, and land-use conversion rules, the CLUE-s sub-model was applied to simulate land-use type changes for the three land-use scenarios for 2010-2025.	Level of protection from disturbances ? Comment: An additional landscape factor that mitigates the adverse effects of threats to habitats is the level of protection, such as the presence of social or physical boundaries, from disturbances.	Threat type to habitats ? Comment: Threat types: built-up, cultivated lands, highway, provincial road, county road.
Variability Expression Given? variable.detail.variabilityExpHelp ?	*	*	*
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-345)

Selected

Run - Scenario C, protects agriculture, hillsides and naturally forested areas.

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