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Variables Details
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EM-659 | |
Document Author
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Trodahl, M. I., B. M. Jackson, J. R. Deslippe, and A. K. Metherell |
Document Year
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2017 |
Elevation ?Comment:Derived from LiDAR data from Bay of Plenty Regional Council (BoPRC). |
Evapotranspiration ?Comment:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Land use land cover ?Comment:Class variable |
Nitrogen loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Phosphorus loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Precipitation ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Soil data ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Spring additions of water ?Comment:Locations of spring additions of water to the river network were developed by the authors from information provided by the Bay of Plenty Regional Council (BoPRC). |
Stream network ?Comment:From the National Institute of Water and Atmospheric Research (NIWA) River Enviornment Classification (REC). |
Critical slope cut-off for moderately productive land ?Comment:For this application slopes 5-15 degrees were considered moderately productive. |
Critical slope cut-off for very productive land ?Comment:For this application slopes <5 degrees were considered very productive. |
Nitrogen export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2). Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is based on the class variable Land use land cover. |
Phosphorus export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2), and consider slope. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is a constant based on the class variable Land use land cover. |
Soil drainage ?Comment:Soil drainage is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil drainage values. |
Soil fertility ?Comment:Soil fertility is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil fertility values. |
Aspect ?Comment:Aspect was further used to inform soil fertility and drainage. |
Slope ?Comment:Slope was also used to further inform soil fertility and drainage. |
Accumulated total nitrogen load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Accumulated total phosphorus load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Ecosystem services synergies and tradoffs ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Predicted optimal agricultural utilization ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
Total nitrogen load generated ?Comment:Mapped results of one of the variables used to assess water quality. |
Total phosphorus load generated ?Comment:Mapped results of one of the variables used assess water quality. |
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Variable ID
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15492 | 15496 | 15487 | 15489 | 15488 | 15495 | 15494 | 15497 | 15493 | 15500 | 15501 | 15491 | 15490 | 15499 | 15498 | 15503 | 15502 | 15505 | 15507 | 15509 | 15508 | 15504 | 15506 |
DEM | Not reported | LCDB4 | Not reported | Not reported | Not reported | NZFSL | Not reported | REC | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | TN load | TP load | |
Qualitative-Quantitative
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Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | 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) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Qualitative (Class, Rating or Ranking) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) |
Cardinal-Ordinal
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Cardinal | Cardinal | Non-Ordinal | Cardinal | Cardinal | Cardinal | Non-Ordinal | Cardinal | Non-Ordinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Non-Ordinal | Non-Ordinal | Non-Ordinal | Non-Ordinal | Cardinal | Cardinal |
m | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | m^3 s^-1 | Not applicable | degrees | degrees | kg N ha^-1 yr^-1 | kg P ha^-1 yr^-1 | Not reported | Not reported | degrees | degrees | Not applicable | Not applicable | Not applicable | Not applicable | kg N ha^-1 yr^-1 | kg P ha^-1 yr^-1 |
Elevation ?Comment:Derived from LiDAR data from Bay of Plenty Regional Council (BoPRC). |
Evapotranspiration ?Comment:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Land use land cover ?Comment:Class variable |
Nitrogen loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Phosphorus loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Precipitation ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Soil data ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Spring additions of water ?Comment:Locations of spring additions of water to the river network were developed by the authors from information provided by the Bay of Plenty Regional Council (BoPRC). |
Stream network ?Comment:From the National Institute of Water and Atmospheric Research (NIWA) River Enviornment Classification (REC). |
Critical slope cut-off for moderately productive land ?Comment:For this application slopes 5-15 degrees were considered moderately productive. |
Critical slope cut-off for very productive land ?Comment:For this application slopes <5 degrees were considered very productive. |
Nitrogen export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2). Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is based on the class variable Land use land cover. |
Phosphorus export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2), and consider slope. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is a constant based on the class variable Land use land cover. |
Soil drainage ?Comment:Soil drainage is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil drainage values. |
Soil fertility ?Comment:Soil fertility is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil fertility values. |
Aspect ?Comment:Aspect was further used to inform soil fertility and drainage. |
Slope ?Comment:Slope was also used to further inform soil fertility and drainage. |
Accumulated total nitrogen load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Accumulated total phosphorus load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Ecosystem services synergies and tradoffs ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Predicted optimal agricultural utilization ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
Total nitrogen load generated ?Comment:Mapped results of one of the variables used to assess water quality. |
Total phosphorus load generated ?Comment:Mapped results of one of the variables used assess water quality. |
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Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Intermediate (Computed) Variable |
Intermediate (Computed) Variable |
Response |
Response |
Response |
Response |
Response |
Response |
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 |
Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
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 | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Computed Variable |
Computed Variable |
Computed Variable |
Computed Variable |
Computed Variable |
Computed Variable |
Data Source/Type
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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:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:Data from the New Zealand Land Cover Database (LCDB4). |
Derived as output of another model (and not found in a widely available database) ?Comment:from OVERSEER model |
Derived as output of another model (and not found in a widely available database) ?Comment:from OVERSEER model |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Map or database (e.g., wide coverage, wide availability, measured or modeled) ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Obtained by Best Professional Judgment | Map or database (e.g., wide coverage, wide availability, measured or modeled) | Obtained by Best Professional Judgment | Obtained by Best Professional Judgment | Derived from a look-up table | Derived from a look-up table | Derived from a look-up table | Derived from a look-up table | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variable Classification Hierarchy
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2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
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 |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
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 |
2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
--Geographic position, horizontal or vertical |
--Physical/chemical characteristics of nonliving ecosystem components |
--Land use/land cover type or dominant habitat type |
--Human-caused release, presence or characteristics of polluting substances |
--Human-caused release, presence or characteristics of polluting substances |
--Physical/chemical characteristics of nonliving ecosystem components |
--Dominant soil or substrate type |
--Physical/chemical characteristics of nonliving ecosystem components |
--Demarcation of watershed, channel, floodplain, shore, coastline, flowline |
--Geographic position, horizontal or vertical |
--Geographic position, horizontal or vertical |
--Human-caused release, presence or characteristics of polluting substances |
--Human-caused release, presence or characteristics of polluting substances |
--Physical/chemical characteristics of nonliving ecosystem components |
--Physical/chemical characteristics of nonliving ecosystem components |
--Geographic position, horizontal or vertical |
--Geographic position, horizontal or vertical |
--Human-caused release, presence or characteristics of polluting substances |
--Human-caused release, presence or characteristics of polluting substances |
--Other, multiple, unspecified or unclear |
--CICES categories: Ecosystem goods and services - or landscape-level indices of suitability to supply EGS |
--Human-caused release, presence or characteristics of polluting substances |
--Human-caused release, presence or characteristics of polluting substances |
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----Elevation, altitude, bathymetry |
----Physical/chemical characteristics of water |
----Other, multiple, unspecified or unclear |
----Release, presence or characteristics of reactive forms of nitrogen in air or water |
----Release, presence or characteristics of phosphorus in air or water |
----Physical/chemical characteristics of air, meteorology and precipitation |
----Physical/chemical characteristics of water |
----Flowline demarcation or dimension |
----Slope, roughness, ruggedness |
----Slope, roughness, ruggedness |
----Release, presence or characteristics of reactive forms of nitrogen in air or water |
----Release, presence or characteristics of phosphorus in air or water |
----Physical/chemical characteristics of soils, substrates, rocks |
----Physical/chemical characteristics of soils, substrates, rocks |
----Other, multiple, unspecified or unclear |
----Slope, roughness, ruggedness |
----Release, presence or characteristics of reactive forms of nitrogen in air or water |
----Release, presence or characteristics of phosphorus in air or water |
----Suitability to supply provisioning services-Nutrition |
----Release, presence or characteristics of reactive forms of nitrogen in air or water |
----Release, presence or characteristics of phosphorus in air or water |
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------Evapotranspiration (via soil and/or vegetation) |
------Meteorology data and parameters (including precipitation) |
------Other, multiple, unspecified or unclear |
------Soil hydrologic characteristics |
------Soil chemistry, composition, and characteristics (non-contaminants) |
------Reared animals and their outputs |
Elevation ?Comment:Derived from LiDAR data from Bay of Plenty Regional Council (BoPRC). |
Evapotranspiration ?Comment:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Land use land cover ?Comment:Class variable |
Nitrogen loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Phosphorus loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Precipitation ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Soil data ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Spring additions of water ?Comment:Locations of spring additions of water to the river network were developed by the authors from information provided by the Bay of Plenty Regional Council (BoPRC). |
Stream network ?Comment:From the National Institute of Water and Atmospheric Research (NIWA) River Enviornment Classification (REC). |
Critical slope cut-off for moderately productive land ?Comment:For this application slopes 5-15 degrees were considered moderately productive. |
Critical slope cut-off for very productive land ?Comment:For this application slopes <5 degrees were considered very productive. |
Nitrogen export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2). Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is based on the class variable Land use land cover. |
Phosphorus export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2), and consider slope. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is a constant based on the class variable Land use land cover. |
Soil drainage ?Comment:Soil drainage is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil drainage values. |
Soil fertility ?Comment:Soil fertility is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil fertility values. |
Aspect ?Comment:Aspect was further used to inform soil fertility and drainage. |
Slope ?Comment:Slope was also used to further inform soil fertility and drainage. |
Accumulated total nitrogen load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Accumulated total phosphorus load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Ecosystem services synergies and tradoffs ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Predicted optimal agricultural utilization ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
Total nitrogen load generated ?Comment:Mapped results of one of the variables used to assess water quality. |
Total phosphorus load generated ?Comment:Mapped results of one of the variables used assess water quality. |
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Spatial Extent Area
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100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 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 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 | 100-1000 km^2 |
Spatially Distributed?
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Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 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 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations Spatially Patterned?
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Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 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 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Spatial Grain Type
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area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | 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 | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature | area, for pixel or radial feature |
Spatial Grain Size
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5m x 5m | 500m x 500m | variable | Not reported | Not reported | 1000m x 1000m | variable | 5m x 5m | variable | 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 | 5m x 5m | 5m x 5m | 5m x 5m | 5m x 5m | 5m x 5m | 5m x 5m | 5m x 5m | 5m x 5m |
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 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
EnviroAtlas URL
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Total Annual Nitrogen Deposition | Average Annual Precipitation | The National Hydrography Dataset (NHD) | Total Annual Nitrogen Deposition |
Elevation ?Comment:Derived from LiDAR data from Bay of Plenty Regional Council (BoPRC). |
Evapotranspiration ?Comment:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Land use land cover ?Comment:Class variable |
Nitrogen loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Phosphorus loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Precipitation ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Soil data ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Spring additions of water ?Comment:Locations of spring additions of water to the river network were developed by the authors from information provided by the Bay of Plenty Regional Council (BoPRC). |
Stream network ?Comment:From the National Institute of Water and Atmospheric Research (NIWA) River Enviornment Classification (REC). |
Critical slope cut-off for moderately productive land ?Comment:For this application slopes 5-15 degrees were considered moderately productive. |
Critical slope cut-off for very productive land ?Comment:For this application slopes <5 degrees were considered very productive. |
Nitrogen export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2). Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is based on the class variable Land use land cover. |
Phosphorus export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2), and consider slope. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is a constant based on the class variable Land use land cover. |
Soil drainage ?Comment:Soil drainage is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil drainage values. |
Soil fertility ?Comment:Soil fertility is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil fertility values. |
Aspect ?Comment:Aspect was further used to inform soil fertility and drainage. |
Slope ?Comment:Slope was also used to further inform soil fertility and drainage. |
Accumulated total nitrogen load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Accumulated total phosphorus load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Ecosystem services synergies and tradoffs ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Predicted optimal agricultural utilization ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
Total nitrogen load generated ?Comment:Mapped results of one of the variables used to assess water quality. |
Total phosphorus load generated ?Comment:Mapped results of one of the variables used assess water quality. |
|
Temporal Extent
variable.detail.tempExtentHelp
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2011 | 1960-2006 | 2012-2013 | Not reported | Not reported | 1960-2006 | 1930-2013 | 2011 | 2010 | 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 | 2011 | 2011 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
Temporally Distributed?
variable.detail.tempDistributedHelp
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Not applicable | Not applicable | No | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Regular Temporal Grain?
variable.detail.regularTempGrainHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Grain Size Value
variable.detail.tempGrainSizeValHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Grain Size Units
variable.detail.tempGrainSizeUnitHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Density
variable.detail.tempDensityHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Elevation ?Comment:Derived from LiDAR data from Bay of Plenty Regional Council (BoPRC). |
Evapotranspiration ?Comment:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Land use land cover ?Comment:Class variable |
Nitrogen loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Phosphorus loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Precipitation ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Soil data ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Spring additions of water ?Comment:Locations of spring additions of water to the river network were developed by the authors from information provided by the Bay of Plenty Regional Council (BoPRC). |
Stream network ?Comment:From the National Institute of Water and Atmospheric Research (NIWA) River Enviornment Classification (REC). |
Critical slope cut-off for moderately productive land ?Comment:For this application slopes 5-15 degrees were considered moderately productive. |
Critical slope cut-off for very productive land ?Comment:For this application slopes <5 degrees were considered very productive. |
Nitrogen export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2). Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is based on the class variable Land use land cover. |
Phosphorus export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2), and consider slope. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is a constant based on the class variable Land use land cover. |
Soil drainage ?Comment:Soil drainage is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil drainage values. |
Soil fertility ?Comment:Soil fertility is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil fertility values. |
Aspect ?Comment:Aspect was further used to inform soil fertility and drainage. |
Slope ?Comment:Slope was also used to further inform soil fertility and drainage. |
Accumulated total nitrogen load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Accumulated total phosphorus load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Ecosystem services synergies and tradoffs ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Predicted optimal agricultural utilization ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
Total nitrogen load generated ?Comment:Mapped results of one of the variables used to assess water quality. |
Total phosphorus load generated ?Comment:Mapped results of one of the variables used assess water quality. |
|
Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable | degrees | Not applicable | kg N ha^-1 yr^-1 | kg P ha^-1 yr^-1 | Not reported | Not reported | Not reported | Not reported |
Not applicable ?Comment:Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Not applicable ?Comment:Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Not applicable ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Not applicable ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
kg N ha^-1 yr^-1 ?Comment:Mapped results. |
kg P ha^-1 yr^-1 ?Comment:Mapped results. |
|
Min Value
variable.detail.minEstHelp
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable | 5 | Not applicable | 1.2 | 0.02 | Not reported | Not reported | Not reported | Not reported | Not applicable | Not applicable | Not applicable | Not applicable | 0 | 0 |
Max Value
variable.detail.estHelp
?
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable | 15 | Not applicable | 26.8 | 2.2 | Not reported | Not reported | Not reported | Not reported | Not applicable | Not applicable | Not applicable | Not applicable | 26.3637 | 13.4113 |
Other Value Type
variable.detail.natureOtherEstHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Single Observation or Parameter Value | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Other Value
variable.detail.otherEstHelp
?
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable | Not reported | 5 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not applicable | Not applicable | Not applicable | Not applicable | Not reported | Not reported |
Elevation ?Comment:Derived from LiDAR data from Bay of Plenty Regional Council (BoPRC). |
Evapotranspiration ?Comment:Evapotraspiration surfaces from National Institute and Water and Atmospheric Research (NIWA). |
Land use land cover ?Comment:Class variable |
Nitrogen loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Phosphorus loss ?Comment:from OVERSEER model. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. |
Precipitation ?Comment:Rainfall surfaces from National Institute of Water and Atmospheric Research (NIWA). |
Soil data ?Comment:Soil data from the New Zealand Fundamental Soils Layer (NZFSL), based on soil surveys from the 1930's to present. |
Spring additions of water ?Comment:Locations of spring additions of water to the river network were developed by the authors from information provided by the Bay of Plenty Regional Council (BoPRC). |
Stream network ?Comment:From the National Institute of Water and Atmospheric Research (NIWA) River Enviornment Classification (REC). |
Critical slope cut-off for moderately productive land ?Comment:For this application slopes 5-15 degrees were considered moderately productive. |
Critical slope cut-off for very productive land ?Comment:For this application slopes <5 degrees were considered very productive. |
Nitrogen export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2). Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is based on the class variable Land use land cover. |
Phosphorus export coefficient ?Comment:Water quality models within LUCI use an enhanced, spatially representative export co-efficient (EC) approach to model total nitrogen (TN) and total phosphorus (TP) exports to water. ECs are defined as the “mass of a [contaminant] per unit area per unit time and quantified in kg ha−1 yr−1. LUCI spatially positions ECs in association with land cover categories at the DEM scale (5 m2), and consider slope. Here, ECs for pastoral land cover are calculated by LUCI using algorithms derived from a large ( > 14 000 samples), pastorally based national dataset. The dataset consists of detailed farm nutrient input and management variables that have been entered and run using OVERSEER® to generate nutrient loss predictions, which are also included in the dataset. This variable is a constant based on the class variable Land use land cover. |
Soil drainage ?Comment:Soil drainage is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil drainage values. |
Soil fertility ?Comment:Soil fertility is determined using variables from soil data, and is constant with respect to soil data classes. Slope and aspect further inform soil fertility values. |
Aspect ?Comment:Aspect was further used to inform soil fertility and drainage. |
Slope ?Comment:Slope was also used to further inform soil fertility and drainage. |
Accumulated total nitrogen load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total nitrogen load in kg N/yr. |
Accumulated total phosphorus load ?Comment:One of the variables used to assess water quality. Mapped results, using categories; low to moderate load, high load, and very high load. LUCI however does also compute accumulated total phosphorus load in kg N/yr. |
Ecosystem services synergies and tradoffs ?Comment:Mapped results presenting 2-way and 3-way synergies and trade offs between the ecosystem services categorizing existing provision and opportunity to enhance services. |
Predicted optimal agricultural utilization ?Comment:Mapped results of forage grassland production using categories; negligible production capacity, marginal production capacity, moderate production capacity, high production capacity, and very high production capacity. |
Total nitrogen load generated ?Comment:Mapped results of one of the variables used to assess water quality. |
Total phosphorus load generated ?Comment:Mapped results of one of the variables used assess water quality. |
|
Variability Expression Given?
variable.detail.variabilityExpHelp
?
|
No | No | Not applicable | No | No | No | Not applicable | No | Not applicable | 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 | No | No | No | No | Not applicable | No | No | No |
Variability Metric
variable.detail.variabilityMetricHelp
?
|
None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |
Variability Value
variable.detail.variabilityValueHelp
?
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None | None | None | None | None | None | None | None | None | None | None | None | None | 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 | None | None | None | None | None | None | None | None | None | None | None | None | None |
Resampling Used?
variable.detail.bootstrappingHelp
?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variability Expression Used in Modeling?
variable.detail.variabilityUsedHelp
?
|
Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 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 applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Accumulated total nitrogen load | Accumulated total phosphorus load | Ecosystem services synergies and tradoffs | Predicted optimal agricultural utilization | Total nitrogen load generated | Total phosphorus load generated | |
Variable ID
variable.detail.varIdHelp
?
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15505 | 15507 | 15509 | 15508 | 15504 | 15506 |
Validated?
variable.detail.resValidatedHelp
?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Validation Approach (within, between, etc.)
variable.detail.validationApproachHelp
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None | None | None | None | None | None |
Validation Quality (Qual/Quant)
variable.detail.validationQualityHelp
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None | None | None | None | None | None |
Validation Method (Stat/Deviance)
variable.detail.validationMethodHelp
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None | None | None | None | None | None |
Validation Metric
variable.detail.validationMetricHelp
?
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None | None | None | None | None | None |
Validation Value
variable.detail.validationValHelp
?
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None | None | None | None | None | None |
Validation Units
|
None | None | None | None | None | None |
Use of Measured Response Data
variable.detail.measuredResponseDataHelp
?
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None | None | None | None | None | None |