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Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015
India is among the countries that uses a significant fraction of available water for irrigation. Irrigated area in India has increased substantially after the Green revolution and both surface and groundwater have been extensively used. Under warming climate projections, irrigation frequency may inc...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5170598/ https://www.ncbi.nlm.nih.gov/pubmed/27996974 http://dx.doi.org/10.1038/sdata.2016.118 |
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author | Ambika, Anukesh Krishnankutty Wardlow, Brian Mishra, Vimal |
author_facet | Ambika, Anukesh Krishnankutty Wardlow, Brian Mishra, Vimal |
author_sort | Ambika, Anukesh Krishnankutty |
collection | PubMed |
description | India is among the countries that uses a significant fraction of available water for irrigation. Irrigated area in India has increased substantially after the Green revolution and both surface and groundwater have been extensively used. Under warming climate projections, irrigation frequency may increase leading to increased irrigation water demands. Water resources planning and management in agriculture need spatially-explicit irrigated area information for different crops and different crop growing seasons. However, annual, high-resolution irrigated area maps for India for an extended historical record that can be used for water resources planning and management are unavailable. Using 250 m normalized difference vegetation index (NDVI) data from Moderate Resolution Imaging Spectroradiometer (MODIS) and 56 m land use/land cover data, high-resolution irrigated area maps are developed for all the agroecological zones in India for the period of 2000–2015. The irrigated area maps were evaluated using the agricultural statistics data from ground surveys and were compared with the previously developed irrigation maps. High resolution (250 m) irrigated area maps showed satisfactory accuracy (R(2)=0.95) and can be used to understand interannual variability in irrigated area at various spatial scales. |
format | Online Article Text |
id | pubmed-5170598 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-51705982016-12-27 Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 Ambika, Anukesh Krishnankutty Wardlow, Brian Mishra, Vimal Sci Data Data Descriptor India is among the countries that uses a significant fraction of available water for irrigation. Irrigated area in India has increased substantially after the Green revolution and both surface and groundwater have been extensively used. Under warming climate projections, irrigation frequency may increase leading to increased irrigation water demands. Water resources planning and management in agriculture need spatially-explicit irrigated area information for different crops and different crop growing seasons. However, annual, high-resolution irrigated area maps for India for an extended historical record that can be used for water resources planning and management are unavailable. Using 250 m normalized difference vegetation index (NDVI) data from Moderate Resolution Imaging Spectroradiometer (MODIS) and 56 m land use/land cover data, high-resolution irrigated area maps are developed for all the agroecological zones in India for the period of 2000–2015. The irrigated area maps were evaluated using the agricultural statistics data from ground surveys and were compared with the previously developed irrigation maps. High resolution (250 m) irrigated area maps showed satisfactory accuracy (R(2)=0.95) and can be used to understand interannual variability in irrigated area at various spatial scales. Nature Publishing Group 2016-12-20 /pmc/articles/PMC5170598/ /pubmed/27996974 http://dx.doi.org/10.1038/sdata.2016.118 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0 Metadata associated with this Data Descriptor is available at http://www.nature.com/sdata/ and is released under the CC0 waiver to maximize reuse. |
spellingShingle | Data Descriptor Ambika, Anukesh Krishnankutty Wardlow, Brian Mishra, Vimal Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 |
title | Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 |
title_full | Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 |
title_fullStr | Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 |
title_full_unstemmed | Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 |
title_short | Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015 |
title_sort | remotely sensed high resolution irrigated area mapping in india for 2000 to 2015 |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5170598/ https://www.ncbi.nlm.nih.gov/pubmed/27996974 http://dx.doi.org/10.1038/sdata.2016.118 |
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