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Google AI forecasts deforestation risk using deep learning and satellite data

Google AI has developed a new deep learning model called ForestCast to predict deforestation risk using only satellite data. This approach moves beyond simply monitoring past forest loss to proactively forecasting future threats. The model's accuracy matches or surpasses previous methods that relied on more complex and often outdated geospatial information. Google is releasing the model and a benchmark dataset to the public to encourage further research and development in this area. AI

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RANK_REASON Release of a new deep learning model and benchmark dataset for deforestation risk forecasting by a major research lab.

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Google AI forecasts deforestation risk using deep learning and satellite data

COVERAGE [1]

  1. Google AI / Research TIER_1 ·

    Forecasting the future of forests with AI: From counting losses to predicting risk

    Climate & Sustainability