This paper introduces a machine learning-based model to forecast reservoir water volumes in India. In areas with high water stress, having access to timely information on forecasted water availability could help decision-makers avoid the risk of acute water-driven power outages and advocate for long-term, water-prudent policies and management. This forecast can flag when drought-like conditions threaten water supply, but should not be used to inform reservoir management operations.
[2]
Technology Partners: MimirTech
Links:
[1] http://admin.indiaenvironmentportal.org.in/reports-documents/using-deep-learning-framework-forecast-reservoir-water-availability-india
[2] http://www.indiaenvironmentportal.org.in/files/file/reservoir water availability in india.pdf
[3] http://admin.indiaenvironmentportal.org.in/category/publisher/world-resources-institute
[4] http://admin.indiaenvironmentportal.org.in/category/thesaurus/reservoirs
[5] http://admin.indiaenvironmentportal.org.in/category/thesaurus/water-management
[6] http://admin.indiaenvironmentportal.org.in/category/thesaurus/water-resources
[7] http://admin.indiaenvironmentportal.org.in/category/thesaurus/water-supply
[8] http://admin.indiaenvironmentportal.org.in/category/thesaurus/india
