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See model description, validation and anal … See model description, validation and analysis in:</br>Haney, N., Cohen, S. (2015), Predicting 21st century global agricultural land use with a spatially and temporally explicit regression-based model. Applied Geography, 62: 366-376. </br></br>http://sdml.ua.edu/publications/66-376.
http://sdml.ua.edu/publications/ +
No but possible +
No but possible +
No but possible +
Single Processor +
Creation date"Creation date" is a predefined property that corresponds to the date of the first revision of a subject and is provided by <a target="_blank" rel="nofollow noreferrer noopener" class="external text" href="https://www.semantic-mediawiki.org/wiki/Help:Special_properties">Semantic MediaWiki</a>.
16:07:35, 11 August 2015 +
We used the HYDE 3.1 dataset and the USDA' … We used the HYDE 3.1 dataset and the USDA's CropScape dataset for validation. </br>See: Haney, N., Cohen, S. (2015), Predicting 21st century global agricultural land use with a spatially and temporally explicit regression-based model. Applied Geography, 62: 366-376.sed model. Applied Geography, 62: 366-376. +
Cropland area for ... +
Rasters containing the relative area of a specific land use (e.g. cropland) in the past (e.g. 1960, 1980, 1990, 2005).
A table of historic and predicted global population. +
Global population values is assumed to be the most important controlling factor on the area of a specific agricultural land use area. +
At the moment the resolution of the input controls the resolution of the output. This is a global model but can be applied to smaller domains. +
Rasters containing the relative area of a specific land use in the future. +
Regression based interpolation. Different regression equation type can be used.
Land use area in each grid cell is the dependent variable and global population is the independent variable. +
Yearly, 1960-2100. +
As is, no updates are provided +
2,014 +
The model calculates a unique regression e … The model calculates a unique regression equation for each grid-cell between a the relative area of a specific land use (e.g. cropland) and global population. The equation is used to extrapolate that land use are into the future in each grid cell with predicted global population predictions. If the relative area of a land use reach a value of 95%, additional expansion is migrated to neighboring cells thus allowing spatial expansion. Geographic limitations are imposed on land use migration (e.g. no cropland beyond 60 degree latitude).</br></br>For more information:</br>Haney, N., Cohen, S. (2015), Predicting 21st century global agricultural land use with a spatially and temporally explicit regression-based model. Applied Geography, 62: 366-376.sed model. Applied Geography, 62: 366-376. +
Sagy +
Has query"Has query" is a predefined property that represents meta information (in form of a <a target="_blank" rel="nofollow noreferrer noopener" class="external text" href="https://www.semantic-mediawiki.org/wiki/Subobject">subobject</a>) about individual queries and is provided by <a target="_blank" rel="nofollow noreferrer noopener" class="external text" href="https://www.semantic-mediawiki.org/wiki/Help:Special_properties">Semantic MediaWiki</a>.
ASCII +
text file +
Last editor is"Last editor is" is a predefined property that contains the page name of the user who created the last revision and is provided by <a target="_blank" rel="nofollow noreferrer noopener" class="external text" href="https://www.semantic-mediawiki.org/wiki/Help:Special_properties">Semantic MediaWiki</a>.
0.09 +
Terrestrial +
global +, model +, unique regression equation +, calculates a unique +, unique regression +, relative area +, global population +, global population predictions +, predicted global population +, regression equation +, land +, specific land +, model calculates +, population predictions +, population +, relative +, land use +, agriculture +, future + and gludm +
As code +
Single +
http://sdml.ua.edu/models/ +
Modification date"Modification date" is a predefined property that corresponds to the date of the last modification of a subject and is provided by <a target="_blank" rel="nofollow noreferrer noopener" class="external text" href="https://www.semantic-mediawiki.org/wiki/Help:Special_properties">Semantic MediaWiki</a>.
02:17:39, 17 September 2020 +
1 +
Global future agricultural land use dynamics model +
ASCII +
35487 +
true +
GPL v2 +
Java +
Minutes +
Through CSDMS repository +
https://github.com/csdms-contrib/gludm +
Global +
2013 +
Project manager +
ESRI +
Any GIS +
