EcoService Models Library (ESML)
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Variables Details
: (EM-684)
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EM-684 | |
Document Author
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Lyon, Sarina F., Nathaniel H. Merrill, Kate K. Mulvaney, and Marisa J. Mazzotta |
Document Year
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2018 |
Beach closure between 2011-2015 (y/n) |
Beach name ?Comment:Four distinct cape beaches: Craigville Beach, Keyes Memorial Beach, Kalmus Beach, and Veteran's Park Beach. |
Day of the week | Holiday weekend (y/n) | Month |
Precipitation ?Comment:Data from Barnstable Municiple Airport. |
Rain (y/n) ?Comment:Data from Barnstable Municiple Airport. |
Temperature (air) ?Comment:Data from Barnstable Municiple Airport. |
Weekend (y/n) |
Wind speed ?Comment:Data from Barnstable Municiple Airport. |
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Variable ID
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16204 | 16206 | 16237 | 16239 | 16243 | 16231 | 16233 | 16229 | 16241 | 16235 |
Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | |
Qualitative-Quantitative
variable.detail.continuousCategoricalHelp
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Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) |
Cardinal-Ordinal
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Non-Ordinal | Non-Ordinal | Non-Ordinal | Non-Ordinal | Non-Ordinal | Cardinal | Non-Ordinal | Cardinal | Non-Ordinal | Cardinal |
Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | in | Not applicable | °F | Not applicable | m sec^-1 |
Beach closure between 2011-2015 (y/n) |
Beach name ?Comment:Four distinct cape beaches: Craigville Beach, Keyes Memorial Beach, Kalmus Beach, and Veteran's Park Beach. |
Day of the week | Holiday weekend (y/n) | Month |
Precipitation ?Comment:Data from Barnstable Municiple Airport. |
Rain (y/n) ?Comment:Data from Barnstable Municiple Airport. |
Temperature (air) ?Comment:Data from Barnstable Municiple Airport. |
Weekend (y/n) |
Wind speed ?Comment:Data from Barnstable Municiple Airport. |
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Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
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 |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
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 |
Data Source/Type
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Local field/Lab data (e.g., particular to the EM study) | 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) | 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) |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:Data from Barnstable Municiple Airport. |
Map or database (e.g., wide coverage, wide availability, measured or modeled) | Map or database (e.g., wide coverage, wide availability, measured or modeled) |
Variable Classification Hierarchy
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4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
N. Not classified |
N. Not classified |
N. Not classified |
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 |
N. Not classified |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
--Human-caused release, presence or characteristics of polluting substances |
--Demarcation of watershed, channel, floodplain, shore, coastline, flowline |
--Physical/chemical characteristics of nonliving ecosystem components |
--Physical/chemical characteristics of nonliving ecosystem components |
--Physical/chemical characteristics of nonliving ecosystem components |
--Physical/chemical characteristics of nonliving ecosystem components |
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----Release, presence or characteristics of anthropogenic microbial contaminants |
----Shore, coastline demarcation or dimension |
----Physical/chemical characteristics of air, meteorology and precipitation |
----Physical/chemical characteristics of air, meteorology and precipitation |
----Physical/chemical characteristics of air, meteorology and precipitation |
----Physical/chemical characteristics of air, meteorology and precipitation |
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------Meteorology data and parameters (including precipitation) |
------Meteorology data and parameters (including precipitation) |
------Meteorology data and parameters (including precipitation) |
------Meteorology data and parameters (including precipitation) |
Beach closure between 2011-2015 (y/n) |
Beach name ?Comment:Four distinct cape beaches: Craigville Beach, Keyes Memorial Beach, Kalmus Beach, and Veteran's Park Beach. |
Day of the week | Holiday weekend (y/n) | Month |
Precipitation ?Comment:Data from Barnstable Municiple Airport. |
Rain (y/n) ?Comment:Data from Barnstable Municiple Airport. |
Temperature (air) ?Comment:Data from Barnstable Municiple Airport. |
Weekend (y/n) |
Wind speed ?Comment:Data from Barnstable Municiple Airport. |
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Spatial Extent Area
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10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha | 10-100 ha |
Spatially Distributed?
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Yes | Yes | No | No | No | No | No | No | No | No |
Observations Spatially Patterned?
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Yes | Yes | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Spatial Grain Type
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Other (specify), for irregular (e.g., stream reach, lake basin) | length, for linear feature (e.g., stream mile) | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Spatial Grain Size
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by beach | by beach | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Spatial Density
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
EnviroAtlas URL
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Average Annual Precipitation | Average Annual Precipitation | Average Annual Precipitation | Average Annual Precipitation |
Beach closure between 2011-2015 (y/n) |
Beach name ?Comment:Four distinct cape beaches: Craigville Beach, Keyes Memorial Beach, Kalmus Beach, and Veteran's Park Beach. |
Day of the week | Holiday weekend (y/n) | Month |
Precipitation ?Comment:Data from Barnstable Municiple Airport. |
Rain (y/n) ?Comment:Data from Barnstable Municiple Airport. |
Temperature (air) ?Comment:Data from Barnstable Municiple Airport. |
Weekend (y/n) |
Wind speed ?Comment:Data from Barnstable Municiple Airport. |
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Temporal Extent
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2011 - 2015 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 | 2011 - 2016 |
Temporally Distributed?
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No | Not applicable | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Regular Temporal Grain?
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Not applicable | Not applicable | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Temporal Grain Size Value
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Not applicable | Not applicable | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Temporal Grain Size Units
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Not applicable | Not applicable | Day | Day | Day | Day | Day | Day | Day | Day |
Temporal Density
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Beach closure between 2011-2015 (y/n) |
Beach name ?Comment:Four distinct cape beaches: Craigville Beach, Keyes Memorial Beach, Kalmus Beach, and Veteran's Park Beach. |
Day of the week | Holiday weekend (y/n) | Month |
Precipitation ?Comment:Data from Barnstable Municiple Airport. |
Rain (y/n) ?Comment:Data from Barnstable Municiple Airport. |
Temperature (air) ?Comment:Data from Barnstable Municiple Airport. |
Weekend (y/n) |
Wind speed ?Comment:Data from Barnstable Municiple Airport. |
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Not reported ?Comment:Raw data provided in Supplementary Materials. |
Not applicable ?Comment:Raw data provided in Supplementary Materials. |
Not reported ?Comment:Raw data provided in Supplementary Materials. |
Not applicable |
Not reported ?Comment:Raw data provided in Supplementary Materials. |
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Min Value
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not reported | Not applicable | Not reported | Not applicable | Not reported |
Max Value
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not reported | Not applicable | Not reported | Not applicable | Not reported |
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 | Not applicable |
Other Value
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not reported | Not applicable | Not reported | Not applicable | Not reported |
Beach closure between 2011-2015 (y/n) |
Beach name ?Comment:Four distinct cape beaches: Craigville Beach, Keyes Memorial Beach, Kalmus Beach, and Veteran's Park Beach. |
Day of the week | Holiday weekend (y/n) | Month |
Precipitation ?Comment:Data from Barnstable Municiple Airport. |
Rain (y/n) ?Comment:Data from Barnstable Municiple Airport. |
Temperature (air) ?Comment:Data from Barnstable Municiple Airport. |
Weekend (y/n) |
Wind speed ?Comment:Data from Barnstable Municiple Airport. |
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Variability Expression Given?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | No | Not applicable | No | Not applicable | No |
Variability Metric
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None | None | None | None | None | None | None | None | None | None |
Variability Value
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None | None | None | None | None | None | None | None | None | None |
Variability Units
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None | None | None | None | None | None | None | None | None | None |
Resampling Used?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variability Expression Used in Modeling?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
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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