EcoService Models Library (ESML)
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Variables Details
: (EM-859)
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EM-859 | |
Document Author
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Martinez-Lopez, J.M., Bagstad, K.J., Balbi, S., Magrach, A., Voigt, B. Athanasiadis, I., Pascual, M., Willcock, S., and F. Villa. |
Document Year
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2018 |
Distance | Estimated travel time | Land cover | Mountain peaks | Population density | Protected areas | Water bodies (streams, lakes, oceans) | Mobility function parameter a | Mobility function parameter K | Degree of naturalness (ranked) | Recreation driven mobility | Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | |
Variable ID
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20314 | 20313 | 20298 | 20317 | 20304 | 20319 | 20318 | 20315 | 20316 | 20320 | 20321 | 20323 | 20322 | 20324 | 20325 |
Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | a | K | Not reported | Not reported | D | S | Not reported | Not reported | |
Qualitative-Quantitative
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Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) |
Cardinal-Ordinal
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Cardinal | Cardinal | Non-Ordinal | Non-Ordinal | Cardinal | Non-Ordinal | Non-Ordinal | Cardinal | Cardinal | Ordinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal |
km | min | Not applicable | Not applicable | No. ind./unit area | Not applicable | Not applicable | unitless | unitless | Not applicable | distance/day | per pixel |
per pixel ?Comment:based on land use map pixel size |
per pixel | watershed |
Distance | Estimated travel time | Land cover | Mountain peaks | Population density | Protected areas | Water bodies (streams, lakes, oceans) | Mobility function parameter a | Mobility function parameter K | Degree of naturalness (ranked) | Recreation driven mobility | Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | |
Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Intermediate (Computed) Variable |
Intermediate (Computed) Variable |
Response |
Response |
Response |
Response |
Predictor Variable Type
variable.detail.displayPredictorVariableTypeHelp
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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 |
Time- or Space-varying Variable |
Constant or Parameter | Constant or Parameter | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Response Variable Type
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Computed Variable |
Computed Variable |
Computed Variable |
Computed Variable |
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) ?Comment:Nelson 2008. http://forobs.jrc.ec.europa.eu |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:National Land Cover Database (NLCD) |
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:Grodded population of the world v. 4.10 http://sedac.ciesin.columbia.edu/data/collection/gpw-v4 |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:Natuarlness (Paracchini et al. 2014. https://bitbucket.org/ariessteam/org.aries.potential.supply.es/src/org/aries/potential/supply/es/common.kim |
Map or database (e.g., wide coverage, wide availability, measured or modeled) | Transferred Values (e.g., from literature; transferred spatially, temporally or across scales) | Transferred Values (e.g., from literature; transferred spatially, temporally or across scales) | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variable Classification Hierarchy
variable.detail.vchLevel1Help
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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 |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
3. Human Demographic Data |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
N. Not classified |
N. Not classified |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
3. Human Demographic Data |
6. Non-monetary Indicators of Human Demand, Use or Benefit of Ecosystem Goods and Services |
6. Non-monetary Indicators of Human Demand, Use or Benefit of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
6. Non-monetary Indicators of Human Demand, Use or Benefit of Ecosystem Goods and Services |
--Geographic position, horizontal or vertical |
--Geographic position, horizontal or vertical |
--Land use/land cover type or dominant habitat type |
--Land use/land cover type or dominant habitat type |
--Population number, density and growth |
--Political boundary |
--Land use/land cover type or dominant habitat type |
--Ecosystem- or landscape-level metrics or indices of ecological condition, rarity or vulnerability |
--Other, multiple, unspecified or unclear |
--Demand for or use of cultural services-Physical and intellectual interactions with ecosystem |
--Demand for or use of cultural services-Physical and intellectual interactions with ecosystem |
--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS |
--Demand for or use of cultural services-Physical and intellectual interactions with ecosystem |
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----Latitude or longitude |
----Other, multiple, unspecified or unclear |
----Other, multiple, unspecified or unclear |
----Other, multiple, unspecified or unclear |
----Water bodies |
----Other, multiple, unspecified or unclear |
----Physical use of land-/seascapes in different environmental settings |
----Physical use of land-/seascapes in different environmental settings |
----Suitability to supply cultural services-Physical and intellectual interactions with ecosystem |
----Physical use of land-/seascapes in different environmental settings |
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------Other, multiple, unspecified or unclear |
------Physical use of land-/seascapes in different environmental settings |
Distance | Estimated travel time | Land cover | Mountain peaks | Population density | Protected areas | Water bodies (streams, lakes, oceans) | Mobility function parameter a | Mobility function parameter K | Degree of naturalness (ranked) | Recreation driven mobility | Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | |
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 | 100-1000 km^2 | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 |
Spatially Distributed?
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Yes | Yes | Yes | Yes | Yes | Yes | Yes | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Yes | Yes | Yes | No |
Observations Spatially Patterned?
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Yes | Yes | Yes | No | Yes | Yes | Yes | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Yes | Yes | Yes | Not applicable |
Spatial Grain Type
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Length, for linear feature (e.g., stream mile) | Length, for linear feature (e.g., stream mile) | area, for pixel or radial feature | Not applicable | area, for pixel or radial feature | area, for pixel or radial feature | Other (specify), for irregular (e.g., stream reach, lake basin) | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not applicable | Not applicable | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | Not applicable |
Spatial Grain Size
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30 m | 1 km | 30 m | Not applicable | 1 km | 30 m | 30 m | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | 30 m | 30 m | 30 m x 30m | Not applicable |
Spatial Density
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Not applicable | Not applicable | Not applicable | Not reported | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
EnviroAtlas URL
variable.detail.enviroAtlasURLHelp
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Dasymetric Allocation of Population | Ecosystem Markets: Imperiled Species and Habitats |
Distance | Estimated travel time | Land cover | Mountain peaks | Population density | Protected areas | Water bodies (streams, lakes, oceans) | Mobility function parameter a | Mobility function parameter K | Degree of naturalness (ranked) | Recreation driven mobility | Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | |
Temporal Extent
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2011 | 2000 | 2011 | 2011 | 2010 | 1981-2015 | 2011 | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | 2014 | 1981-2015 | 1981-2015 | 1981-2015 | 1981-2015 | 1981-2015 |
Temporally Distributed?
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No | No | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Regular Temporal Grain?
variable.detail.regularTempGrainHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Grain Size Value
variable.detail.tempGrainSizeValHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Grain Size Units
variable.detail.tempGrainSizeUnitHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Density
variable.detail.tempDensityHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Distance | Estimated travel time | Land cover | Mountain peaks | Population density | Protected areas | Water bodies (streams, lakes, oceans) | Mobility function parameter a | Mobility function parameter K | Degree of naturalness (ranked) | Recreation driven mobility | Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | |
Not reported | Not reported | Not applicable | Not applicable | Not reported | Not applicable | Not applicable | Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not reported | Not reported | |
Min Value
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Not reported | Not reported | Not applicable | Not applicable | Not reported | Not applicable | Not applicable | Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not reported | Not reported |
Max Value
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Not reported | Not reported | Not applicable | Not applicable | Not reported | Not applicable | Not applicable | Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not reported | Not reported |
Other Value Type
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Single Observation or Parameter Value | Single Observation or Parameter Value | Not applicable | Not applicable | Mean | Mean | Mean | Not applicable |
Other Value
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Not reported | Not reported | Not applicable | Not applicable | Not reported | Not applicable | Not applicable | 0.000112 | 450 | Not applicable | Not reported | 0.12 | 0.87 | 0.20 | Not reported |
Distance | Estimated travel time | Land cover | Mountain peaks | Population density | Protected areas | Water bodies (streams, lakes, oceans) | Mobility function parameter a | Mobility function parameter K | Degree of naturalness (ranked) | Recreation driven mobility | Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | ||||
Variability Expression Given?
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No | No | Not applicable | Not applicable | No | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | No | Yes | Yes | Yes | No | |||
Variability Metric
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None | None | None | None | None | None | None | None | None | None | None |
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None | |||
Variability Value
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None | None | None | None | None | None | None | None | None | None | None |
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None | |||
Variability Units
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None | None | None | None | None | None | None | None | None | None | None |
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None | |||
Resampling Used?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | |||
Variability Expression Used in Modeling?
variable.detail.variabilityUsedHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not applicable | Not applicable | Yes | Yes | Yes | Not applicable |
Recreation demand | Recreation supply | Recreation supply and demand | Recreation supply and demand (watershed) | |
Variable ID
variable.detail.varIdHelp
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20323 | 20322 | 20324 | 20325 |
Validated?
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Not applicable | Not applicable | Not applicable | Not applicable |
Validation Approach (within, between, etc.)
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None | None | None | None |
Validation Quality (Qual/Quant)
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None | None | None | None |
Validation Method (Stat/Deviance)
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None | None | None | None |
Validation Metric
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None | None | None | None |
Validation Value
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None | None | None | None |
Validation Units
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None | None | None | None |
Use of Measured Response Data
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None | None | None | None |