EcoService Models Library (ESML)
loading
Variables Details
: (EM-682)
Back
- Collapse All Expand All
- Export Data to Spreadsheet (Free Viewers)
- View Variable Relationship Diagram (PDF)(1 pp, 80 KB, About PDF)
EM-682 | |
Document Author
variable.detail.emDocumentAuthorHelp
?
|
Lyon, Sarina F., Nathaniel H. Merrill, Kate K. Mulvaney, and Marisa J. Mazzotta |
Document Year
variable.detail.emDocumentYearHelp
?
|
2018 |
Beach closed in last 5 years (y/n) ?Comment:Constant determined by the class variable: Beach site. We generalize the term “beach closure” to refer to full closures, swimming advisories, and contamination advisories. Our case study beaches in Barnstable were all closed for at least one day between 2011 and 2015 due to bacterial contamination. |
Beach closed in last 5 years regression coefficient ?Comment:Included in the vector of dummy variables for site quality characteristics (i.e., length of beach, water quality). |
Daytrip vs. overnight regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Length of beach ?Comment:Constant with respect to the class variable: Beach site. |
Length of beach regression coefficient |
Northeast region regression coefficient ?Comment:Each US region was represented as a dummy variable. For purposes of this study, this regression model only includes the Northeast region. Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
Region ?Comment:Constant with respect to the class variable: Beach name. |
Resident vs. nonresident regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Saltwater beach (y/n) ?Comment:Saltwater beach or freshwater beach for each location. Constant with respect to the class variable: Beach site. |
Saltwater beach regression coefficient ?Comment:Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
|
Variable ID
variable.detail.varIdHelp
?
|
16193 | 16194 | 16191 | 16209 | 16210 | 16187 | 16208 | 16192 | 16186 | 16190 |
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
?
|
Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) |
Cardinal-Ordinal
variable.detail.cardinalOrdinalHelp
?
|
Non-Ordinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Non-Ordinal | Cardinal | Non-Ordinal | Cardinal |
Not applicable | unitless | unitless | ft | unitless | unitless | Not applicable | unitless | Not applicable | unitless |
Beach closed in last 5 years (y/n) ?Comment:Constant determined by the class variable: Beach site. We generalize the term “beach closure” to refer to full closures, swimming advisories, and contamination advisories. Our case study beaches in Barnstable were all closed for at least one day between 2011 and 2015 due to bacterial contamination. |
Beach closed in last 5 years regression coefficient ?Comment:Included in the vector of dummy variables for site quality characteristics (i.e., length of beach, water quality). |
Daytrip vs. overnight regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Length of beach ?Comment:Constant with respect to the class variable: Beach site. |
Length of beach regression coefficient |
Northeast region regression coefficient ?Comment:Each US region was represented as a dummy variable. For purposes of this study, this regression model only includes the Northeast region. Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
Region ?Comment:Constant with respect to the class variable: Beach name. |
Resident vs. nonresident regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Saltwater beach (y/n) ?Comment:Saltwater beach or freshwater beach for each location. Constant with respect to the class variable: Beach site. |
Saltwater beach regression coefficient ?Comment:Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
|
Predictor-Intermediate-Response
variable.detail.displayVariableTypeHelp
?
|
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor Variable Type
variable.detail.displayPredictorVariableTypeHelp
?
|
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 | Constant or Parameter |
Response Variable Type
variable.detail.resClassHelp
?
|
Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Data Source/Type
variable.detail.dataTypeHelp
?
|
Map or database (e.g., wide coverage, wide availability, measured or modeled) | Derived from meta-analysis (i.e., multi-study, multi-location) | Derived from meta-analysis (i.e., multi-study, multi-location) | Map or database (e.g., wide coverage, wide availability, measured or modeled) | Derived from meta-analysis (i.e., multi-study, multi-location) | Derived from meta-analysis (i.e., multi-study, multi-location) | Map or database (e.g., wide coverage, wide availability, measured or modeled) | Derived from meta-analysis (i.e., multi-study, multi-location) | Map or database (e.g., wide coverage, wide availability, measured or modeled) | Derived from meta-analysis (i.e., multi-study, multi-location) |
Variable Classification Hierarchy
variable.detail.vchLevel1Help
?
|
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
N. Not classified |
N. Not classified |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
N. Not classified |
N. Not classified |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
N. Not classified |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
N. Not classified |
--Human-caused release, presence or characteristics of polluting substances |
--Demarcation of watershed, channel, floodplain, shore, coastline, flowline |
--Political boundary |
--Demarcation of watershed, channel, floodplain, shore, coastline, flowline |
|||||||
----Release, presence or characteristics of anthropogenic microbial contaminants |
----Shore, coastline demarcation or dimension |
----Shore, coastline demarcation or dimension |
||||||||
Beach closed in last 5 years (y/n) ?Comment:Constant determined by the class variable: Beach site. We generalize the term “beach closure” to refer to full closures, swimming advisories, and contamination advisories. Our case study beaches in Barnstable were all closed for at least one day between 2011 and 2015 due to bacterial contamination. |
Beach closed in last 5 years regression coefficient ?Comment:Included in the vector of dummy variables for site quality characteristics (i.e., length of beach, water quality). |
Daytrip vs. overnight regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Length of beach ?Comment:Constant with respect to the class variable: Beach site. |
Length of beach regression coefficient |
Northeast region regression coefficient ?Comment:Each US region was represented as a dummy variable. For purposes of this study, this regression model only includes the Northeast region. Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
Region ?Comment:Constant with respect to the class variable: Beach name. |
Resident vs. nonresident regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Saltwater beach (y/n) ?Comment:Saltwater beach or freshwater beach for each location. Constant with respect to the class variable: Beach site. |
Saltwater beach regression coefficient ?Comment:Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
|
Spatial Extent Area
variable.detail.spExtentHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Spatially Distributed?
variable.detail.spDistributedHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Observations Spatially Patterned?
variable.detail.regularSpGrainHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Spatial Grain Type
variable.detail.spGrainTypeHelp
?
|
Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables |
Spatial Grain Size
variable.detail.spGrainSizeHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Spatial Density
variable.detail.spDensityHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
EnviroAtlas URL
variable.detail.enviroAtlasURLHelp
?
|
Beach closed in last 5 years (y/n) ?Comment:Constant determined by the class variable: Beach site. We generalize the term “beach closure” to refer to full closures, swimming advisories, and contamination advisories. Our case study beaches in Barnstable were all closed for at least one day between 2011 and 2015 due to bacterial contamination. |
Beach closed in last 5 years regression coefficient ?Comment:Included in the vector of dummy variables for site quality characteristics (i.e., length of beach, water quality). |
Daytrip vs. overnight regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Length of beach ?Comment:Constant with respect to the class variable: Beach site. |
Length of beach regression coefficient |
Northeast region regression coefficient ?Comment:Each US region was represented as a dummy variable. For purposes of this study, this regression model only includes the Northeast region. Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
Region ?Comment:Constant with respect to the class variable: Beach name. |
Resident vs. nonresident regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Saltwater beach (y/n) ?Comment:Saltwater beach or freshwater beach for each location. Constant with respect to the class variable: Beach site. |
Saltwater beach regression coefficient ?Comment:Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
|
Temporal Extent
variable.detail.tempExtentHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporally Distributed?
variable.detail.tempDistributedHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Regular Temporal Grain?
variable.detail.regularTempGrainHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporal Grain Size Value
variable.detail.tempGrainSizeValHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporal Grain Size Units
variable.detail.tempGrainSizeUnitHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporal Density
variable.detail.tempDensityHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Beach closed in last 5 years (y/n) ?Comment:Constant determined by the class variable: Beach site. We generalize the term “beach closure” to refer to full closures, swimming advisories, and contamination advisories. Our case study beaches in Barnstable were all closed for at least one day between 2011 and 2015 due to bacterial contamination. |
Beach closed in last 5 years regression coefficient ?Comment:Included in the vector of dummy variables for site quality characteristics (i.e., length of beach, water quality). |
Daytrip vs. overnight regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Length of beach ?Comment:Constant with respect to the class variable: Beach site. |
Length of beach regression coefficient |
Northeast region regression coefficient ?Comment:Each US region was represented as a dummy variable. For purposes of this study, this regression model only includes the Northeast region. Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
Region ?Comment:Constant with respect to the class variable: Beach name. |
Resident vs. nonresident regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Saltwater beach (y/n) ?Comment:Saltwater beach or freshwater beach for each location. Constant with respect to the class variable: Beach site. |
Saltwater beach regression coefficient ?Comment:Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
|
Not applicable |
Not applicable ?Comment:Standard Error = 0.266 |
Not applicable ?Comment:Standard Error = 0.251 |
ft |
Not applicable ?Comment:Standard Error = 0.003. |
Not applicable ?Comment:Standard Error = 0.306 |
Not applicable |
Not applicable ?Comment:Standard Error = 0.247 |
Not applicable |
Not applicable ?Comment:Standard Error = 0.338 |
|
Min Value
variable.detail.minEstHelp
?
|
Not applicable | Not applicable | Not applicable | 923 | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Max Value
variable.detail.estHelp
?
|
Not applicable | Not applicable | Not applicable | 5234 | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Other Value Type
variable.detail.natureOtherEstHelp
?
|
Not applicable | Single Observation or Parameter Value | Single Observation or Parameter Value | Not applicable | Single Observation or Parameter Value | Single Observation or Parameter Value | Not applicable | Single Observation or Parameter Value | Not applicable | Single Observation or Parameter Value |
Other Value
variable.detail.otherEstHelp
?
|
Not applicable | -0.772 | 0.920 | Not reported | -0.008 | -0.733 | Not applicable | -0.593 | Not applicable | 1.128 |
Beach closed in last 5 years (y/n) ?Comment:Constant determined by the class variable: Beach site. We generalize the term “beach closure” to refer to full closures, swimming advisories, and contamination advisories. Our case study beaches in Barnstable were all closed for at least one day between 2011 and 2015 due to bacterial contamination. |
Beach closed in last 5 years regression coefficient ?Comment:Included in the vector of dummy variables for site quality characteristics (i.e., length of beach, water quality). |
Daytrip vs. overnight regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Length of beach ?Comment:Constant with respect to the class variable: Beach site. |
Length of beach regression coefficient |
Northeast region regression coefficient ?Comment:Each US region was represented as a dummy variable. For purposes of this study, this regression model only includes the Northeast region. Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
Region ?Comment:Constant with respect to the class variable: Beach name. |
Resident vs. nonresident regression coefficient ?Comment:Included in the vector of dummy variables for characteristics of people (i.e., type of visitor, length of trip). |
Saltwater beach (y/n) ?Comment:Saltwater beach or freshwater beach for each location. Constant with respect to the class variable: Beach site. |
Saltwater beach regression coefficient ?Comment:Included in the vector of dummy variables for study characteristics (i.e., type of water, region). |
|
Variability Expression Given?
variable.detail.variabilityExpHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variability Metric
variable.detail.variabilityMetricHelp
?
|
None | None | None | None | None | None | None | None | None | None |
Variability Value
variable.detail.variabilityValueHelp
?
|
None | None | None | None | None | None | None | None | None | None |
Variability Units
|
None | None | None | None | None | None | None | None | None | None |
Resampling Used?
variable.detail.bootstrappingHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variability Expression Used in Modeling?
variable.detail.variabilityUsedHelp
?
|
Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variable ID
variable.detail.varIdHelp
?
|
Validated?
variable.detail.resValidatedHelp
?
|
Validation Approach (within, between, etc.)
variable.detail.validationApproachHelp
?
|
Validation Quality (Qual/Quant)
variable.detail.validationQualityHelp
?
|
Validation Method (Stat/Deviance)
variable.detail.validationMethodHelp
?
|
Validation Metric
variable.detail.validationMetricHelp
?
|
Validation Value
variable.detail.validationValHelp
?
|
Validation Units
|
Use of Measured Response Data
variable.detail.measuredResponseDataHelp
?
|