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UNDP| Source | Data 

The United Nations Development Programme (UNDP) and the State Government of Telangana, India have introduced Data in Climate Resilient Agriculture (DiCRA) to the Digital Public Goods Registry. Driven by Artificial Intelligence, DiCRA aims to enhance climate-resilient food systems and food security. Leveraging remote sensing and pattern detection algorithms, it identifies farms resilient to climate change and those highly vulnerable. By employing open-source technologies, DiCRA facilitates climate resilience analysis based on empirical inputs from data scientists and citizen scientists. Recognized as a digital public good, DiCRA joins over 100 solutions contributing to the Sustainable Development Goals through privacy-respecting practices.

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Data in Climate Resilient Agriculture (DiCRA)
UNDP| Source | Data | The United Nations Development Programme (UNDP) and the State Government of Telangana, India have introduced Data in Climate Resilient Agriculture (DiCRA) to the Digital Public G
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EarthStat - GIS Data for Agriculture and the Environment
University of Britsh Columbia| Source | EarthStat, a collaboration between the Global Landscapes Initiative at the University of Minnesota and the Land Use and Global Environment lab at the University
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FAO climate risk toolbox
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Global Mangrove Watch
Global Mangrove Alliance| Source | Data |  The Global Mangrove Alliance unites NGOs, governments, scientists, and communities to protect and restore mangrove ecosystems. Formed in 2018, the alliance a
SENSES toolkit & the role of land for food production and climate protection
European Commission| Source | Data | The SENSES Toolkit is a distinctive set of user-centric visualization tools designed for understanding climate change scenario knowledge. This collection encompass
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