2024
Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications.
CoRR, 2024

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps.
CoRR, 2024

Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples.
CoRR, 2024

Seeing Through the Clouds: Cloud Gap Imputation with Prithvi Foundation Model.
CoRR, 2024

Yield estimation from SAR data using patch-based deep learning and machine learning techniques.
Comput. Electron. Agric., 2024

2023
Foundation Models for Generalist Geospatial Artificial Intelligence.
CoRR, 2023

GEO-Bench: Toward Foundation Models for Earth Monitoring.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Estimating Soil Moisture Profiles by Combining P-Band SAR with Hydrological Modeling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark.
CoRR, 2021

Surface Water Detection from Sentinel-1.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Complex Permittivity and Penetration Depth Estimation from Airborne P-Band SAR Data Applying a Hybrid Decomposition Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The Case for Open-Access ML-Ready Geospatial Training Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
LandCoverNet: A global benchmark land cover classification training dataset.
CoRR, 2020

Generating Synthetic Multispectral Satellite Imagery from Sentinel-2.
CoRR, 2020

Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks.
CoRR, 2020

Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020.
CoRR, 2020

2019
Detecting Roads from Satellite Imagery in the Developing World.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Generating a Training Dataset for Land Cover Classification to Advance Global Development.
CoRR, 2018