Ankit Patnala's publications
Journal Article
BERT Bi-modal self-supervised learning for crop classification using Sentinel-2 and Planetscope
Frontiers in remote sensing 6, 1555887 (2025) [10.3389/frsen.2025.1555887]
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Contribution to a conference proceedings/Contribution to a book
Applying AtmoRep for Diverse Weather Applications
NIC Symposium 2025 Proceedings
The 12th John von Neumann Institute for Computing (NIC) Symposium, JülichJülich, Germany, 6 Mar 2025 - 7 Mar 2025
52, 301- 311 (2025) [10.34734/FZJ-2025-02398]
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Journal Article
Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope
Frontiers in remote sensing 5, 1480101 (2024) [10.3389/frsen.2024.1480101]
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Contribution to a conference proceedings
A Benchmark Dataset for Meteorological Downscaling
International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 2024
N/A (2024) [10.34734/FZJ-2024-07378]
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Contribution to a conference proceedings/Contribution to a book
Multi-Modal Self-Supervised Learning for Boosting Crop Classification Using Sentinel2 and Planetscope
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 2223 - 2226 (2023) [10.1109/IGARSS52108.2023.10282665]
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Journal Article
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images
IEEE geoscience and remote sensing letters 20(2502305), 1 - 5 (2023) [10.1109/LGRS.2023.3274493]
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Journal Article
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Geoscientific model development 15(11), 4331 - 4354 (2022) [10.5194/gmd-15-4331-2022]
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Abstract
Global fine resolution mapping of ozone metrics through explainable machine learning
EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 2021
[10.5194/egusphere-egu21-7596]
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