EcoService Models Library (ESML)
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EM-349: Ecosystem services reinforce Sumatran tiger conservation in land use plans
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EM Identity and Description
EM-349 | |
Document Author
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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
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2014 |
Variable General Info
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 Sumatra Ecosystem Vision scenario is based on the Sumatra 2020 Roadmap (Roosita et al., 2010), a vision for sustainable land use advanced by the Sumatra Spatial Planning Forum, a coalition of government officials, civil society representatives and academics. It delineates areas for conservation, restoration and development based on 9 spatial layers...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". Land use/land cover is a class driver variable that sets constant values for the variables; Above ground carbon pool per LULC, Below ground carbon pool per LULC, and Dead organic matter carbon pool per LULC, per land use/land cover type. |
Sub-watershed boundary | |
Variable ID
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6921 | 7039 |
LULC | Not reported | |
Qualitative-Quantitative
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Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) |
Cardinal-Ordinal
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Non-Ordinal | Non-Ordinal |
Not applicable | Not applicable |
Variable Typology
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 Sumatra Ecosystem Vision scenario is based on the Sumatra 2020 Roadmap (Roosita et al., 2010), a vision for sustainable land use advanced by the Sumatra Spatial Planning Forum, a coalition of government officials, civil society representatives and academics. It delineates areas for conservation, restoration and development based on 9 spatial layers...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". Land use/land cover is a class driver variable that sets constant values for the variables; Above ground carbon pool per LULC, Below ground carbon pool per LULC, and Dead organic matter carbon pool per LULC, per land use/land cover type. |
Sub-watershed boundary | |
Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor Variable Type
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Time- or Space-varying Variable |
Time- or Space-varying Variable |
Response Variable Type
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Not applicable | Not applicable |
Data Source/Type
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Map or database (e.g., wide coverage, wide availability, measured or modeled) | Derived as output of another model (and not found in a widely available database) |
Variable Classification Hierarchy
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2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
--Land use/land cover type or dominant habitat type |
--Demarcation of watershed, channel, floodplain, shore, coastline, flowline |
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----Other, multiple, unspecified or unclear |
----Watershed demarcation or dimension |
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Variable Spatial Characteristics
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 Sumatra Ecosystem Vision scenario is based on the Sumatra 2020 Roadmap (Roosita et al., 2010), a vision for sustainable land use advanced by the Sumatra Spatial Planning Forum, a coalition of government officials, civil society representatives and academics. It delineates areas for conservation, restoration and development based on 9 spatial layers...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". Land use/land cover is a class driver variable that sets constant values for the variables; Above ground carbon pool per LULC, Below ground carbon pool per LULC, and Dead organic matter carbon pool per LULC, per land use/land cover type. |
Sub-watershed boundary | |
Spatial Extent Area
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100,000-1,000,000 km^2 | 100,000-1,000,000 km^2 |
Spatially Distributed?
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Yes | Yes |
Observations Spatially Patterned?
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Yes | No |
Spatial Grain Type
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area, for pixel or radial feature | Not applicable |
Spatial Grain Size
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30 m x 30 m | Not applicable |
Spatial Density
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Not applicable | 6 watersheds divided into 68 sub-watersheds |
EnviroAtlas URL
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The Watershed Boundary Dataset (WBD) |
Variable Temporal Characteristics
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 Sumatra Ecosystem Vision scenario is based on the Sumatra 2020 Roadmap (Roosita et al., 2010), a vision for sustainable land use advanced by the Sumatra Spatial Planning Forum, a coalition of government officials, civil society representatives and academics. It delineates areas for conservation, restoration and development based on 9 spatial layers...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". Land use/land cover is a class driver variable that sets constant values for the variables; Above ground carbon pool per LULC, Below ground carbon pool per LULC, and Dead organic matter carbon pool per LULC, per land use/land cover type. |
Sub-watershed boundary | |
Temporal Extent
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2008-2020 | Not applicable |
Temporally Distributed?
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Not applicable | Not applicable |
Regular Temporal Grain?
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Not applicable | Not applicable |
Temporal Grain Size Value
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Not applicable | Not applicable |
Temporal Grain Size Units
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Not applicable | Not applicable |
Temporal Density
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Not applicable | Not applicable |
Variable Values
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 Sumatra Ecosystem Vision scenario is based on the Sumatra 2020 Roadmap (Roosita et al., 2010), a vision for sustainable land use advanced by the Sumatra Spatial Planning Forum, a coalition of government officials, civil society representatives and academics. It delineates areas for conservation, restoration and development based on 9 spatial layers...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". Land use/land cover is a class driver variable that sets constant values for the variables; Above ground carbon pool per LULC, Below ground carbon pool per LULC, and Dead organic matter carbon pool per LULC, per land use/land cover type. |
Sub-watershed boundary | |
Not applicable | Not applicable | |
Min Value
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Not applicable | Not applicable |
Max Value
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Not applicable | Not applicable |
Other Value Type
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Not applicable | Not applicable |
Other Value
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Not applicable | Not applicable |
Variable Variability and Sensitivity
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 Sumatra Ecosystem Vision scenario is based on the Sumatra 2020 Roadmap (Roosita et al., 2010), a vision for sustainable land use advanced by the Sumatra Spatial Planning Forum, a coalition of government officials, civil society representatives and academics. It delineates areas for conservation, restoration and development based on 9 spatial layers...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". Land use/land cover is a class driver variable that sets constant values for the variables; Above ground carbon pool per LULC, Below ground carbon pool per LULC, and Dead organic matter carbon pool per LULC, per land use/land cover type. |
Sub-watershed boundary | |
Variability Expression Given?
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Not applicable | No |
Variability Metric
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None | None |
Variability Value
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None | None |
Variability Units
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None | None |
Resampling Used?
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Not applicable | Not applicable |
Variability Expression Used in Modeling?
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Not applicable | Not applicable |
Variable Operational Validation (Response Variables only)
Variable ID
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Validated?
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Validation Approach (within, between, etc.)
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Validation Quality (Qual/Quant)
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Validation Method (Stat/Deviance)
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Validation Metric
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Validation Value
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Validation Units
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Use of Measured Response Data
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