SatBird: Bird Species Distribution Modeling with Remote Sensing and Citizen Science Data

1 code implementation • 2 Nov 2023 • Mélisande Teng, Amna Elmustafa, Benjamin Akera, Yoshua Bengio, Hager Radi Abdelwahed, Hugo Larochelle, David Rolnick

The wide availability of remote sensing data and the growing adoption of citizen science tools to collect species observations data at low cost offer an opportunity for improving biodiversity monitoring and enabling the modelling of complex ecosystems.

HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing

1 code implementation • 23 Aug 2023 • Jonathan Xu, Amna Elmustafa, Liya Weldegebriel, Emnet Negash, Richard Lee, Chenlin Meng, Stefano Ermon, David Lobell

Small farms contribute to a large share of the productive land in developing countries.

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Bird Distribution Modelling using Remote Sensing and Citizen Science data

no code implementations • 1 May 2023 • Mélisande Teng, Amna Elmustafa, Benjamin Akera, Hugo Larochelle, David Rolnick

Climate change is a major driver of biodiversity loss, changing the geographic range and abundance of many species.