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Variables Details
: (EM-659)
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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). |
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Variable ID
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15492 | 15496 | 15487 | 15489 | 15488 | 15495 | 15494 | 15497 | 15493 |
DEM | Not reported | LCDB4 | Not reported | Not reported | Not reported | NZFSL | Not reported | REC | |
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) |
Cardinal-Ordinal
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Cardinal | Cardinal | Non-Ordinal | Cardinal | Cardinal | Cardinal | Non-Ordinal | Cardinal | Non-Ordinal |
m | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | m^3 s^-1 | 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). |
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Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor Variable Type
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Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
Time- or Space-varying Variable |
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 |
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) |
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 |
--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 |
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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 |
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------Evapotranspiration (via soil and/or vegetation) |
------Meteorology data and parameters (including precipitation) |
------Other, multiple, unspecified or unclear |
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). |
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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 |
Spatially Distributed?
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Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations Spatially Patterned?
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Yes | 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 |
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 |
Spatial Density
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Not applicable | 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) |
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). |
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Temporal Extent
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2011 | 1960-2006 | 2012-2013 | Not reported | Not reported | 1960-2006 | 1930-2013 | 2011 | 2010 |
Temporally Distributed?
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Not applicable | Not applicable | No | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Regular Temporal Grain?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Grain Size Value
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Grain Size Units
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Temporal Density
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Not applicable | 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). |
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable | |
Min Value
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable |
Max Value
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | Not applicable |
Other Value Type
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Other Value
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Not reported | Not reported | Not applicable | Not reported | Not reported | Not reported | Not applicable | Not reported | 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). |
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Variability Expression Given?
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No | No | Not applicable | No | No | No | Not applicable | No | Not applicable |
Variability Metric
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None | None | None | None | None | None | None | None | None |
Variability Value
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None | None | None | None | None | None | None | None | None |
Variability Units
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None | None | None | None | None | None | None | None | None |
Resampling Used?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Variability Expression Used in Modeling?
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
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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