Ian del Río’s Post

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Data Scientist at Fourth Sail Capital, LP

Really interesting machine learning application that facilitates detection of Amazonian dark earth using satellite images. Amazonian dark earth is highly relevant for many different fields such as archaeology, carbon storage, biodiversity, and sustainability. Identifying this highly nutrient rich soil more easily in remote jungle areas of the Amazon Basin is of great importance for its preservation. As the authors declare, "The satellite archaeology approach we employ is not a replacement for field investigation but rather a way to upscale field observations in ways that are not practical or possible with traditional methods. When applied to locally relevant training data, the machine-learning and remote-sensing approach employed here can potentially illuminate the hidden extent of Amazonian dark earth in other regions across the Amazon." https://lnkd.in/d9a8MWCj

Widespread Amazonian dark earth in the Xingu Indigenous Territory - Nature Sustainability

Widespread Amazonian dark earth in the Xingu Indigenous Territory - Nature Sustainability

nature.com

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