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EM-148: The impact of climate change on water provision under a low flow regime: A case study of the ecosystems services in the Francoli river basin
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EM Identity and Description
| EM-148 | |
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Document Author
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Marques, M., Bangash, R.F., Kumar, V., Sharp, R., and Schuhmacher, M. |
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Document Year
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2013 |
Variable General Info
Evapotranspiration ?Comment:Average annual evapotranspiration. |
Land use/land cover | Plant available water content (soil) |
Precipitation ?Comment:Average annual precipitation. |
Sub-watershed boundary |
Topography/DEM ?Comment:From Digital Elevation Modelling |
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Variable ID
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6776 | 6777 | 6793 | 6775 | 6829 | 6920 |
| AET | Not reported | AWCx | Not reported | Not reported | Not reported | |
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Qualitative-Quantitative
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Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) |
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Cardinal-Ordinal
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Cardinal | Non-Ordinal | Cardinal | Cardinal | Non-Ordinal | Cardinal |
| mm yr^-1 | Not applicable | mm^3 | mm yr^-1 | Not applicable | Not reported |
Variable Typology
Evapotranspiration ?Comment:Average annual evapotranspiration. |
Land use/land cover | Plant available water content (soil) |
Precipitation ?Comment:Average annual precipitation. |
Sub-watershed boundary |
Topography/DEM ?Comment:From Digital Elevation Modelling |
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Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
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Predictor Variable Type
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Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
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Response Variable Type
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
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Data Source/Type
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Map or database (e.g., wide coverage, wide availability, measured or modeled) | Map or database (e.g., wide coverage, wide availability, measured or modeled) |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:European Soil database |
Map or database (e.g., wide coverage, wide availability, measured or modeled) | Transferred Values (e.g., from literature; transferred spatially, temporally or across scales) | Map or database (e.g., wide coverage, wide availability, measured or modeled) |
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Variable Classification Hierarchy
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5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
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--Physical/chemical characteristics of nonliving ecosystem components |
--Land use/land cover type or dominant habitat type |
--Physical/chemical characteristics of nonliving ecosystem components |
--Physical/chemical characteristics of nonliving ecosystem components |
--Demarcation of watershed, channel, floodplain, shore, coastline, flowline |
--Geographic position, horizontal or vertical |
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----Physical/chemical characteristics of water |
----Other, multiple, unspecified or unclear |
----Physical/chemical characteristics of soils, substrates, rocks |
----Physical/chemical characteristics of air, meteorology and precipitation |
----Watershed demarcation or dimension |
----Elevation, altitude, bathymetry |
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------Evapotranspiration (via soil and/or vegetation) |
------Soil hydrologic characteristics |
------Meteorology data and parameters (including precipitation) |
Variable Spatial Characteristics
Evapotranspiration ?Comment:Average annual evapotranspiration. |
Land use/land cover | Plant available water content (soil) |
Precipitation ?Comment:Average annual precipitation. |
Sub-watershed boundary |
Topography/DEM ?Comment:From Digital Elevation Modelling |
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Spatial Extent Area
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100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 |
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Spatially Distributed?
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Yes | Yes | Yes | Yes | Yes | Yes |
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Observations Spatially Patterned?
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Yes | Yes | Yes | No | No | Yes |
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Spatial Grain Type
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area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | Not applicable | Not applicable | area, for pixel or radial feature |
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Spatial Grain Size
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30 m x 30 m | 30 m x 30 m | 10 km x 10 km | Not applicable | Not applicable | 30 m x 30 m |
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Spatial Density
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Not applicable | Not applicable | Not applicable | 20 | 20 | Not applicable |
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EnviroAtlas URL
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Average Annual Precipitation | The Watershed Boundary Dataset (WBD) |
Variable Temporal Characteristics
Evapotranspiration ?Comment:Average annual evapotranspiration. |
Land use/land cover | Plant available water content (soil) |
Precipitation ?Comment:Average annual precipitation. |
Sub-watershed boundary |
Topography/DEM ?Comment:From Digital Elevation Modelling |
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Temporal Extent
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1971-2100 | Not reported | Not reported | 1971-2100 | Not applicable | Not applicable |
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Temporally Distributed?
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Yes | No | No | Yes | Not applicable | Not applicable |
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Regular Temporal Grain?
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Yes | Not applicable | Not applicable | Yes | Not applicable | Not applicable |
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Temporal Grain Size Value
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1 | Not applicable | Not applicable | 1 | Not applicable | Not applicable |
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Temporal Grain Size Units
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Year | Not applicable | Not applicable | Year | Not applicable | Not applicable |
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Temporal Density
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variable Values
Evapotranspiration ?Comment:Average annual evapotranspiration. |
Land use/land cover | Plant available water content (soil) |
Precipitation ?Comment:Average annual precipitation. |
Sub-watershed boundary |
Topography/DEM ?Comment:From Digital Elevation Modelling |
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Not reported ?Comment:Average annual evapotranspiration. |
Not applicable | Not reported |
Not reported ?Comment:Average annual precipitation. |
Not applicable | Not reported | |
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Min Value
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Not reported | Not applicable | Not reported | Not reported | Not applicable | Not reported |
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Max Value
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Not reported | Not applicable | Not reported | Not reported | Not applicable | Not reported |
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Other Value Type
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Parameter value | Not applicable | Not applicable | Parameter value | Not applicable | Not applicable |
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Other Value
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416.67 | Not applicable | Not reported | 565.42 | Not applicable | Not reported |
Variable Variability and Sensitivity
Evapotranspiration ?Comment:Average annual evapotranspiration. |
Land use/land cover | Plant available water content (soil) |
Precipitation ?Comment:Average annual precipitation. |
Sub-watershed boundary |
Topography/DEM ?Comment:From Digital Elevation Modelling |
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Variability Expression Given?
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No | No | No | No | No | No |
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Variability Metric
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None | None | None | None | None | None |
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Variability Value
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None | None | None | None | None | None |
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Variability Units
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None | None | None | None | None | None |
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Resampling Used?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
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Variability Expression Used in Modeling?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variable Operational Validation (Response Variables only)
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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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