cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4225/08/53041f8eb2977
title: Land suitability for Mungbean for the FGARA project

description: This land suitability for Mungbean raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/53041fca25b85
title: Land suitability for Navybean for the FGARA project

description: This land suitability for Navybean raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/530420064b98b
title: Land suitability for Oats for the FGARA project

description: This land suitability for Oats raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/53042023aad62
title: Land suitability for Peanut for the FGARA project

description: This land suitability for Peanut raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/53042043c875d
title: Land suitability for Pineapple for the FGARA project

description: This land suitability for Pineapple raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/5304207e0ab2c
title: Land suitability for Rhodes Grass for the FGARA project

description: This land suitability for Rhodes grass raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/5304209ce703d
title: Land suitability for Rice for the FGARA project

description: This land suitability for Rice raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/530420bd6b551
title: Land suitability for Soybean for the FGARA project

description: This land suitability for Soybean raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/530420d9823d3
title: Land suitability for Spotted Gum for the FGARA project

description: This land suitability for Spotted Gum raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/530420f6305b8
title: Land suitability for Sugarcane for the FGARA project

description: This land suitability for Sugarcane raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/530421328618d
title: Land suitability for Sunflower for the FGARA project

description: This land suitability for Sunflower raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/5304225e72747
title: Land suitability for Sweet Potato for the FGARA project

description: This land suitability for Sweet Potato raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/5304225eb9c1b
title: Land suitability for Sweet Corn for the FGARA project

description: This land suitability for Sweet Corn raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found the “related materials” section of this metadata record.
DOI: 10.4225/08/5304228b7b3e2
title: Land suitability for Teak for the FGARA project

description: This land suitability for Teak raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/5304234e592a7
title: Land suitability for Tomato for the FGARA project

description: This land suitability for Tomato raster data (in GeoTIFF format) represents areas of potential suitability for this crop and its specific irrigation management systems in the Flinders and Gilbert catchments of North Queensland. 
The data is coded 1-5: 
1 - Suitable with no limitations; 
2 - Suitable with minor limitations; 
3 - Suitable with moderate limitations; 
4 - Marginal; 
5 - Unsuitable. 
The land suitability evaluation methods used to produce this data are a modification of methods of the Food and Agriculture Organisation of the UN (FAO).
This data is part of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project and is designed to support sustainable regional development in Australia being of importance to Australian Governments and agricultural industries.  The project identifies new opportunities for irrigation development in these remote areas by providing improved soil and land evaluation data to identify opportunities and promote detailed investigation.
A companion dataset exists, “Confidence of suitability data for the FGARA project”. A link to this dataset can be found in the “related materials” section of this metadata record.
DOI: 10.4225/08/5304237293a44
title: FGARA Digital Soil Mapping Output - Depth of A Horizon

description: Depth of A horizon is one of 19 attributes of soils chosen to underpin the land suitability assessment of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project through the digital soil mapping process (DSM). This raster data (in GeoTIFF format) represents a modelled surface of depth of surface soil measured in 0.00m and is derived from measured site data and environmental covariates. The data is used in assessment of soil physical factors e.g. water infiltration, seedling establishment and machinery workability.
The attribute data file name is “DepthOfAPredictions.tif”
Also included are data reflecting confidence of the main dataset.  This file is named “DepthOfA_SD.tif”.  “SD” represents “standard deviation”.
The DSM process is described in the technical report: Bartley R, Thomas MF, Clifford D, Phillip S, Brough D, Harms D, Willis R, Gregory L, Glover M, Moodie K, Sugars M, Eyre L, Smith DJ, Hicks W and Petheram C (2013) Land suitability: technical methods. A technical report to the Australian Government for the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project, CSIRO.
This  raster data provides improved soil information to identify opportunities and promote detailed investigation for a range of sustainable development options and was created within the “Land Suitability” component of FGARA projects.
DOI: 10.4225/08/5304247bb00a8
title: FGARA Digital Soil Mapping Output - Electrical Conductivity of Soil Surface

description: Electrical conductivity of soil surface is one of 19 attributes of soils chosen to underpin the land suitability assessment of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project through the digital soil mapping process (DSM). This raster data (in GeoTIFF format) represents a modelled surface of electrical conductivity of the soil surface (&lt;0.10m) measured in 0.00 dS/m (decisiemens per meter) and is derived from measured site data and environmental covariates. The data is used in assessment of salinity and effects soil water holding capacity.
The attribute data file name is "ECPredictions.tif".
Also included are data reflecting confidence of the main dataset.  These file names follow the convention "EC_SD.tif".  "SD" represents “standard deviation”.
The DSM process is described in the technical report: Bartley R, Thomas MF, Clifford D, Phillip S, Brough D, Harms D, Willis R, Gregory L, Glover M, Moodie K, Sugars M, Eyre L, Smith DJ, Hicks W and Petheram C (2013) Land suitability: technical methods. A technical report to the Australian Government for the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project, CSIRO.
This  raster data provides improved soil information to identify opportunities and promote detailed investigation for a range of sustainable development options and was created within the “Land Suitability” component of FGARA projects.
DOI: 10.4225/08/530424a914c99
title: FGARA Digital Soil Mapping Output - ESP of Soil Surface

description: ESP (Exchangeable Sodium Percentage) of soil surface is one of 19 attributes of soils chosen to underpin the land suitability assessment of the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project through the digital soil mapping process (DSM). This raster data (in GeoTIFF format) represents a modelled surface of ESP of the soil surface (&lt;0.10m) expressed as percent.
The attribute data file is named  "ESPPredictions.tif"
Also included are data reflecting confidence of the main dataset.  This file is named "ESP_SD.tif".  "SD" represents "standard deviation".
The DSM process is described in the technical report: Bartley R, Thomas MF, Clifford D, Phillip S, Brough D, Harms D, Willis R, Gregory L, Glover M, Moodie K, Sugars M, Eyre L, Smith DJ, Hicks W and Petheram C (2013) Land suitability: technical methods. A technical report to the Australian Government for the Flinders and Gilbert Agricultural Resource Assessment (FGARA) project, CSIRO.
This  raster data provides improved soil information to identify opportunities and promote detailed investigation for a range of sustainable development options and was created within the “Land Suitability” component of FGARA projects.