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Variables Details
: (EM-339)
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EM Identity and Description
| EM-339 | |
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Document Author
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Lonsdorf, E., Kremen, C., Ricketts, T., Winfree, R., Williams, N., and S. Greenleaf |
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Document Year
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2009 |
Variable General Info
Crops pollinator species requirement ?Comment:Crop requirement (y/n) for each agricultural site (farm) for each pollinator species. |
Expected pollinator species foraging distance ?Comment:Determined for each pollinator species. |
Floral seasons ?Comment:Indexed by k. |
Nesting suitability of nesting type for pollinator species ?Comment:By pollinator species. |
Nesting types ?Comment:Indexed by i. |
Relative abundance of pollinator species in landscape ?Comment:Data from the end of the 2005 sampling period. |
Suitability of land cover for foraging during floral season ?Comment:This variable has values determined by class of Land cover. |
Suitability of land cover for nesting type ?Comment:Data from 2000 and 2002. This variable has values determined by class of Land cover. |
Weight describing importance of floral season for pollinator species ?Comment:By pollinator species for each floral season. |
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Variable ID
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6658 | 6651 | 6657 | 6660 | 6655 | 6659 | 7160 | 6661 | 6656 |
| Cos | αs | K | NSsi | I | εs | F kj | Nji | wsk | |
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Qualitative-Quantitative
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Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) |
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Cardinal-Ordinal
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Non-Ordinal | Cardinal | Non-Ordinal | Cardinal | Non-Ordinal | Cardinal | Cardinal | Cardinal | Cardinal |
| Not applicable | m | Not applicable | unitless (0-1) | Not applicable | unitless | unitless (0-1) | unitless (0-1) | unitless (0-1) |
Variable Typology
Crops pollinator species requirement ?Comment:Crop requirement (y/n) for each agricultural site (farm) for each pollinator species. |
Expected pollinator species foraging distance ?Comment:Determined for each pollinator species. |
Floral seasons ?Comment:Indexed by k. |
Nesting suitability of nesting type for pollinator species ?Comment:By pollinator species. |
Nesting types ?Comment:Indexed by i. |
Relative abundance of pollinator species in landscape ?Comment:Data from the end of the 2005 sampling period. |
Suitability of land cover for foraging during floral season ?Comment:This variable has values determined by class of Land cover. |
Suitability of land cover for nesting type ?Comment:Data from 2000 and 2002. This variable has values determined by class of Land cover. |
Weight describing importance of floral season for pollinator species ?Comment:By pollinator species for each floral season. |
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Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
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Predictor Variable Type
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Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter |
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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 |
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Data Source/Type
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Obtained by Best Professional Judgment | Local Field/Lab Data (e.g., particular to the EM study) | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment |
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Variable Classification Hierarchy
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5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
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 |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
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--Biological characteristics, processes or requirements of living ecosystem components |
--Biological characteristics, processes or requirements of living ecosystem components |
--Biological characteristics, processes or requirements of living ecosystem components |
--Biological characteristics, processes or requirements of living ecosystem components |
--Biological characteristics, processes or requirements of living ecosystem components |
--Biological characteristics, processes or requirements of living ecosystem components |
--Biological characteristics, processes or requirements of living ecosystem components |
--Land use/land cover type or dominant habitat type |
--Biological characteristics, processes or requirements of living ecosystem components |
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----Biological characteristics, processes or requirements of fauna |
----Biological characteristics, processes or requirements of fauna |
----Biological characteristics, processes or requirements of flora and fungi |
----Biological characteristics, processes or requirements of fauna |
----Biological characteristics, processes or requirements of fauna |
----Biological characteristics, processes or requirements of fauna |
----Biological characteristics, processes or requirements of fauna |
----Other, multiple, unspecified or unclear |
----Biological characteristics, processes or requirements of fauna |
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------Pollinators (nonspecific) |
------Pollinators (nonspecific) |
------Other, multiple, unspecified or unclear |
------Pollinators (nonspecific) |
------Pollinators (nonspecific) |
------Pollinators (nonspecific) |
------Pollinators (nonspecific) |
------Pollinators (nonspecific) |
Variable Spatial Characteristics
Crops pollinator species requirement ?Comment:Crop requirement (y/n) for each agricultural site (farm) for each pollinator species. |
Expected pollinator species foraging distance ?Comment:Determined for each pollinator species. |
Floral seasons ?Comment:Indexed by k. |
Nesting suitability of nesting type for pollinator species ?Comment:By pollinator species. |
Nesting types ?Comment:Indexed by i. |
Relative abundance of pollinator species in landscape ?Comment:Data from the end of the 2005 sampling period. |
Suitability of land cover for foraging during floral season ?Comment:This variable has values determined by class of Land cover. |
Suitability of land cover for nesting type ?Comment:Data from 2000 and 2002. This variable has values determined by class of Land cover. |
Weight describing importance of floral season for pollinator species ?Comment:By pollinator species for each floral season. |
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Spatial Extent Area
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Spatially Distributed?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Observations Spatially Patterned?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Spatial Grain Type
variable.detail.spGrainTypeHelp
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Spatial Grain Size
variable.detail.spGrainSizeHelp
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Spatial Density
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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EnviroAtlas URL
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Variable Temporal Characteristics
Crops pollinator species requirement ?Comment:Crop requirement (y/n) for each agricultural site (farm) for each pollinator species. |
Expected pollinator species foraging distance ?Comment:Determined for each pollinator species. |
Floral seasons ?Comment:Indexed by k. |
Nesting suitability of nesting type for pollinator species ?Comment:By pollinator species. |
Nesting types ?Comment:Indexed by i. |
Relative abundance of pollinator species in landscape ?Comment:Data from the end of the 2005 sampling period. |
Suitability of land cover for foraging during floral season ?Comment:This variable has values determined by class of Land cover. |
Suitability of land cover for nesting type ?Comment:Data from 2000 and 2002. This variable has values determined by class of Land cover. |
Weight describing importance of floral season for pollinator species ?Comment:By pollinator species for each floral season. |
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Temporal Extent
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Temporally Distributed?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Regular Temporal Grain?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Temporal Grain Size Value
variable.detail.tempGrainSizeValHelp
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Temporal Grain Size Units
variable.detail.tempGrainSizeUnitHelp
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Temporal Density
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
Variable Values
Crops pollinator species requirement ?Comment:Crop requirement (y/n) for each agricultural site (farm) for each pollinator species. |
Expected pollinator species foraging distance ?Comment:Determined for each pollinator species. |
Floral seasons ?Comment:Indexed by k. |
Nesting suitability of nesting type for pollinator species ?Comment:By pollinator species. |
Nesting types ?Comment:Indexed by i. |
Relative abundance of pollinator species in landscape ?Comment:Data from the end of the 2005 sampling period. |
Suitability of land cover for foraging during floral season ?Comment:This variable has values determined by class of Land cover. |
Suitability of land cover for nesting type ?Comment:Data from 2000 and 2002. This variable has values determined by class of Land cover. |
Weight describing importance of floral season for pollinator species ?Comment:By pollinator species for each floral season. |
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| Not applicable |
m ?Comment:Species values are provided in supplementary data available online at www.aob.oxfordjournals.org/. |
Not applicable | unitless (0-1) | Not applicable | Not reported | unitless (0-1) | unitless (0-1) |
unitless (0-1) ?Comment:Species values are provided in supplementary data available online at www.aob.oxfordjournals.org/. Weights of different floral seasons must add up to 1 for each species. |
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Min Value
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Not applicable | 10 | Not applicable | 0 | Not applicable | Not reported | 0 | 0 | 0 |
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Max Value
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Not applicable | 8820 | Not applicable | 1 | Not applicable | Not reported | 1 | 1 | 1 |
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Other Value Type
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
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Other Value
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Not applicable | Not reported | Not applicable | Not reported | Not applicable | Not reported | Not reported | Not reported | Not reported |
Variable Variability and Sensitivity
Crops pollinator species requirement ?Comment:Crop requirement (y/n) for each agricultural site (farm) for each pollinator species. |
Expected pollinator species foraging distance ?Comment:Determined for each pollinator species. |
Floral seasons ?Comment:Indexed by k. |
Nesting suitability of nesting type for pollinator species ?Comment:By pollinator species. |
Nesting types ?Comment:Indexed by i. |
Relative abundance of pollinator species in landscape ?Comment:Data from the end of the 2005 sampling period. |
Suitability of land cover for foraging during floral season ?Comment:This variable has values determined by class of Land cover. |
Suitability of land cover for nesting type ?Comment:Data from 2000 and 2002. This variable has values determined by class of Land cover. |
Weight describing importance of floral season for pollinator species ?Comment:By pollinator species for each floral season. |
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Variability Expression Given?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Variability Metric
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None | None | None | None | None | None | None | None | None |
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Variability Value
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None | None | None | None | None | None | None | None | None |
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Variability Units
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None | None | None | None | None | None | None | None | None |
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Resampling Used?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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Variability Expression Used in Modeling?
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Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables | Not recorded for Constant or Factor Variables |
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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