EcoService Models Library (ESML)
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Variables Details
: (EM-12)
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EM-12: Policy research using agent-based modeling to assess future impacts of urban expansion into farmlands and forests
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EM Identity and Description
EM-12 | |
Document Author
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Guzy, M. R., Smith, C. L. , Bolte, J. P., Hulse, D. W. and Gregory, S. V. |
Document Year
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2008 |
Variable General Info
Upslope habitat ?Comment:"The upslope habitat model evaluates suitability of feeding and breeding habitat for approximately 100 species (Adamus et al. 2000, species-habitat relationships, internal report, US EPA, Corvallis, OR). A subset of species was chosen for the case study to emphasize protection and restoration of habitat for species not modeled by the other submodels. The model iterates over all cells in the landscape and scores each cell using a number of rules that involve LULC and physiographic characteristics of the cell and neighboring cells. Species groups with different biophysical requirements are treated differently. The landscape level score for a species group is an area weighted average. The target species included: Great Blue Heron, Wood Duck, Osprey, Belted Kingfisher, Killdeer, Little Brown Myotis, American Beaver, Mink, Northern River Otter, Pacific Water Shrew, Northwestern Salamander, Western Terrestrial Garter Snake, Roughskin Newt, Red-Legged Frog, Western Pond Turtle." |
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Variable ID
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6067 |
Not reported | |
Qualitative-Quantitative
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Quantitative (Cardinal Only) |
Cardinal-Ordinal
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Cardinal |
Not reported |
Variable Typology
Upslope habitat ?Comment:"The upslope habitat model evaluates suitability of feeding and breeding habitat for approximately 100 species (Adamus et al. 2000, species-habitat relationships, internal report, US EPA, Corvallis, OR). A subset of species was chosen for the case study to emphasize protection and restoration of habitat for species not modeled by the other submodels. The model iterates over all cells in the landscape and scores each cell using a number of rules that involve LULC and physiographic characteristics of the cell and neighboring cells. Species groups with different biophysical requirements are treated differently. The landscape level score for a species group is an area weighted average. The target species included: Great Blue Heron, Wood Duck, Osprey, Belted Kingfisher, Killdeer, Little Brown Myotis, American Beaver, Mink, Northern River Otter, Pacific Water Shrew, Northwestern Salamander, Western Terrestrial Garter Snake, Roughskin Newt, Red-Legged Frog, Western Pond Turtle." |
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Predictor-Intermediate-Response
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Intermediate (Computed) Variable |
Predictor Variable Type
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Not applicable |
Response Variable Type
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Not applicable |
Data Source/Type
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Not applicable |
Variable Classification Hierarchy
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5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
--Biological characteristics, processes or requirements of living ecosystem components |
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----Biological characteristics, processes or requirements of fauna |
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------Other, multiple, unspecified or unclear |
Variable Spatial Characteristics
Upslope habitat ?Comment:"The upslope habitat model evaluates suitability of feeding and breeding habitat for approximately 100 species (Adamus et al. 2000, species-habitat relationships, internal report, US EPA, Corvallis, OR). A subset of species was chosen for the case study to emphasize protection and restoration of habitat for species not modeled by the other submodels. The model iterates over all cells in the landscape and scores each cell using a number of rules that involve LULC and physiographic characteristics of the cell and neighboring cells. Species groups with different biophysical requirements are treated differently. The landscape level score for a species group is an area weighted average. The target species included: Great Blue Heron, Wood Duck, Osprey, Belted Kingfisher, Killdeer, Little Brown Myotis, American Beaver, Mink, Northern River Otter, Pacific Water Shrew, Northwestern Salamander, Western Terrestrial Garter Snake, Roughskin Newt, Red-Legged Frog, Western Pond Turtle." |
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Spatial Extent Area
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10-100 km^2 |
Spatially Distributed?
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Yes |
Observations Spatially Patterned?
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No |
Spatial Grain Type
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Not applicable |
Spatial Grain Size
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Not applicable |
Spatial Density
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16,005 cells covering 7091 ha |
EnviroAtlas URL
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Variable Temporal Characteristics
Upslope habitat ?Comment:"The upslope habitat model evaluates suitability of feeding and breeding habitat for approximately 100 species (Adamus et al. 2000, species-habitat relationships, internal report, US EPA, Corvallis, OR). A subset of species was chosen for the case study to emphasize protection and restoration of habitat for species not modeled by the other submodels. The model iterates over all cells in the landscape and scores each cell using a number of rules that involve LULC and physiographic characteristics of the cell and neighboring cells. Species groups with different biophysical requirements are treated differently. The landscape level score for a species group is an area weighted average. The target species included: Great Blue Heron, Wood Duck, Osprey, Belted Kingfisher, Killdeer, Little Brown Myotis, American Beaver, Mink, Northern River Otter, Pacific Water Shrew, Northwestern Salamander, Western Terrestrial Garter Snake, Roughskin Newt, Red-Legged Frog, Western Pond Turtle." |
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Temporal Extent
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2000-2050 |
Temporally Distributed?
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Yes |
Regular Temporal Grain?
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Yes |
Temporal Grain Size Value
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2 |
Temporal Grain Size Units
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Year |
Temporal Density
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Not applicable |
Variable Values
Upslope habitat ?Comment:"The upslope habitat model evaluates suitability of feeding and breeding habitat for approximately 100 species (Adamus et al. 2000, species-habitat relationships, internal report, US EPA, Corvallis, OR). A subset of species was chosen for the case study to emphasize protection and restoration of habitat for species not modeled by the other submodels. The model iterates over all cells in the landscape and scores each cell using a number of rules that involve LULC and physiographic characteristics of the cell and neighboring cells. Species groups with different biophysical requirements are treated differently. The landscape level score for a species group is an area weighted average. The target species included: Great Blue Heron, Wood Duck, Osprey, Belted Kingfisher, Killdeer, Little Brown Myotis, American Beaver, Mink, Northern River Otter, Pacific Water Shrew, Northwestern Salamander, Western Terrestrial Garter Snake, Roughskin Newt, Red-Legged Frog, Western Pond Turtle." |
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Not reported | |
Min Value
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Not reported |
Max Value
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Not reported |
Other Value Type
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Not applicable |
Other Value
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Not reported |
Variable Variability and Sensitivity
Upslope habitat ?Comment:"The upslope habitat model evaluates suitability of feeding and breeding habitat for approximately 100 species (Adamus et al. 2000, species-habitat relationships, internal report, US EPA, Corvallis, OR). A subset of species was chosen for the case study to emphasize protection and restoration of habitat for species not modeled by the other submodels. The model iterates over all cells in the landscape and scores each cell using a number of rules that involve LULC and physiographic characteristics of the cell and neighboring cells. Species groups with different biophysical requirements are treated differently. The landscape level score for a species group is an area weighted average. The target species included: Great Blue Heron, Wood Duck, Osprey, Belted Kingfisher, Killdeer, Little Brown Myotis, American Beaver, Mink, Northern River Otter, Pacific Water Shrew, Northwestern Salamander, Western Terrestrial Garter Snake, Roughskin Newt, Red-Legged Frog, Western Pond Turtle." |
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Variability Expression Given?
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No |
Variability Metric
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None |
Variability Value
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None |
Variability Units
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None |
Resampling Used?
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Not applicable |
Variability Expression Used in Modeling?
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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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