EcoService Models Library (ESML)
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Variables Details
: (EM-942)
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EM Identity and Description
EM-942 | |
Document Author
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Hashad, K. B. Yang, J. T. Steffens, R. W. Baldauf, P. Deshmukh, K. M. Zhang |
Document Year
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2021 |
Variable General Info
Pollutant plume vertical spread ?Comment:The vertical spread, was defined as one third of the plume width. The plume spread increases strongly within the vegetation, as the flow slows down due to drag, it expands in the vertical direction thus convecting the plume with it. In Region II, the plume spread growth rate decreases as the wake is characterized by low turbulence and velocity, hence there is no effective mechanism to disperse pollutants. In Region III, the plume width experiences an increase as a result of the turbulence and recirculation in the transition zone. That growth is maintained until the plume exits the high TKE region which extends to approximately to a height of 2.2H. After the plume exits that region, the effects of the vegetation becomes minimal, and the plume growth is predominantly dominated by the local atmospheric conditions. A linear fitting was chosen for each of the four regions as it describes the plume spread growth well, while keeping the model simple as highlighted in Figure 5b and Equations 12-15. The initial vertical spread, is integral as it provides the starting point for fitting the model. |
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Variable ID
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23183 |
Not reported | |
Qualitative-Quantitative
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Quantitative (Cardinal Only) |
Cardinal-Ordinal
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Cardinal |
Not reported |
Variable Typology
Pollutant plume vertical spread ?Comment:The vertical spread, was defined as one third of the plume width. The plume spread increases strongly within the vegetation, as the flow slows down due to drag, it expands in the vertical direction thus convecting the plume with it. In Region II, the plume spread growth rate decreases as the wake is characterized by low turbulence and velocity, hence there is no effective mechanism to disperse pollutants. In Region III, the plume width experiences an increase as a result of the turbulence and recirculation in the transition zone. That growth is maintained until the plume exits the high TKE region which extends to approximately to a height of 2.2H. After the plume exits that region, the effects of the vegetation becomes minimal, and the plume growth is predominantly dominated by the local atmospheric conditions. A linear fitting was chosen for each of the four regions as it describes the plume spread growth well, while keeping the model simple as highlighted in Figure 5b and Equations 12-15. The initial vertical spread, is integral as it provides the starting point for fitting the model. |
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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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4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
--Human-caused release, presence or characteristics of polluting substances |
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----Release, presence or characteristics of nonpesticide anthropogenic toxic contaminants |
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Variable Spatial Characteristics
Pollutant plume vertical spread ?Comment:The vertical spread, was defined as one third of the plume width. The plume spread increases strongly within the vegetation, as the flow slows down due to drag, it expands in the vertical direction thus convecting the plume with it. In Region II, the plume spread growth rate decreases as the wake is characterized by low turbulence and velocity, hence there is no effective mechanism to disperse pollutants. In Region III, the plume width experiences an increase as a result of the turbulence and recirculation in the transition zone. That growth is maintained until the plume exits the high TKE region which extends to approximately to a height of 2.2H. After the plume exits that region, the effects of the vegetation becomes minimal, and the plume growth is predominantly dominated by the local atmospheric conditions. A linear fitting was chosen for each of the four regions as it describes the plume spread growth well, while keeping the model simple as highlighted in Figure 5b and Equations 12-15. The initial vertical spread, is integral as it provides the starting point for fitting the model. |
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Spatial Extent Area
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Not applicable |
Spatially Distributed?
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Yes |
Observations Spatially Patterned?
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Yes |
Spatial Grain Type
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length, for linear feature (e.g., stream mile) |
Spatial Grain Size
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user defined |
Spatial Density
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Not applicable |
EnviroAtlas URL
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Variable Temporal Characteristics
Pollutant plume vertical spread ?Comment:The vertical spread, was defined as one third of the plume width. The plume spread increases strongly within the vegetation, as the flow slows down due to drag, it expands in the vertical direction thus convecting the plume with it. In Region II, the plume spread growth rate decreases as the wake is characterized by low turbulence and velocity, hence there is no effective mechanism to disperse pollutants. In Region III, the plume width experiences an increase as a result of the turbulence and recirculation in the transition zone. That growth is maintained until the plume exits the high TKE region which extends to approximately to a height of 2.2H. After the plume exits that region, the effects of the vegetation becomes minimal, and the plume growth is predominantly dominated by the local atmospheric conditions. A linear fitting was chosen for each of the four regions as it describes the plume spread growth well, while keeping the model simple as highlighted in Figure 5b and Equations 12-15. The initial vertical spread, is integral as it provides the starting point for fitting the model. |
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Temporal Extent
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Not applicable |
Temporally Distributed?
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No |
Regular Temporal Grain?
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Not applicable |
Temporal Grain Size Value
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Not applicable |
Temporal Grain Size Units
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Not applicable |
Temporal Density
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Not applicable |
Variable Values
Pollutant plume vertical spread ?Comment:The vertical spread, was defined as one third of the plume width. The plume spread increases strongly within the vegetation, as the flow slows down due to drag, it expands in the vertical direction thus convecting the plume with it. In Region II, the plume spread growth rate decreases as the wake is characterized by low turbulence and velocity, hence there is no effective mechanism to disperse pollutants. In Region III, the plume width experiences an increase as a result of the turbulence and recirculation in the transition zone. That growth is maintained until the plume exits the high TKE region which extends to approximately to a height of 2.2H. After the plume exits that region, the effects of the vegetation becomes minimal, and the plume growth is predominantly dominated by the local atmospheric conditions. A linear fitting was chosen for each of the four regions as it describes the plume spread growth well, while keeping the model simple as highlighted in Figure 5b and Equations 12-15. The initial vertical spread, is integral as it provides the starting point for fitting the model. |
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Not applicable | |
Min Value
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Not applicable |
Max Value
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Not applicable |
Other Value Type
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Not applicable |
Other Value
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Not applicable |
Variable Variability and Sensitivity
Pollutant plume vertical spread ?Comment:The vertical spread, was defined as one third of the plume width. The plume spread increases strongly within the vegetation, as the flow slows down due to drag, it expands in the vertical direction thus convecting the plume with it. In Region II, the plume spread growth rate decreases as the wake is characterized by low turbulence and velocity, hence there is no effective mechanism to disperse pollutants. In Region III, the plume width experiences an increase as a result of the turbulence and recirculation in the transition zone. That growth is maintained until the plume exits the high TKE region which extends to approximately to a height of 2.2H. After the plume exits that region, the effects of the vegetation becomes minimal, and the plume growth is predominantly dominated by the local atmospheric conditions. A linear fitting was chosen for each of the four regions as it describes the plume spread growth well, while keeping the model simple as highlighted in Figure 5b and Equations 12-15. The initial vertical spread, is integral as it provides the starting point for fitting the model. |
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Variability Expression Given?
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Not applicable |
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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