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07/17/2023
Reflections from the Workshop on AI-Assisted Decision Making for Conservation
In this white paper, we synthesize key points made during presentations ...
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07/05/2023
How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?
Satellite Earth observations (EO) can provide affordable and timely info...
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04/27/2023
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
Machine learning algorithms for parsing remote sensing data have a wide ...
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02/04/2022
TIML: Task-Informed Meta-Learning for Agriculture
Labeled datasets for agriculture are extremely spatially imbalanced. Whe...
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07/29/2021
Using transfer learning to study burned area dynamics: A case study of refugee settlements in West Nile, Northern Uganda
With the global refugee crisis at a historic high, there is a growing ne...
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09/21/2020
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization
Crop type classification using satellite observations is an important to...
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06/23/2020
Rapid Response Crop Maps in Data Sparse Regions
Spatial information on cropland distribution, often called cropland or c...
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04/06/2020