Nirdesh Kumar Sharma

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Publications (8)

• DeepSARFlood: Rapid and automated SAR-based flood inundation mapping using vision transformer-based deep ensembles with uncertainty estimates
  Science of Remote Sensing 2025 DOI: 10.1016/j.srs.2025.100203
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• Mitigating Out-of-Distribution Challenges in Landslide Mapping through a Hyperlocal Machine Learning model
  2025 DOI: 10.5194/egusphere-egu25-10302
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• ML-CASCADE: A Machine Learning and Cloud Computing-based Tool for Rapid and Automated Mapping of Landslides using Earth Observation Data
  2024 DOI: 10.31223/X5FB0W
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• High resolution landslide susceptibility mapping using ensemble machine learning and geospatial big data
  CATENA 2024 DOI: 10.1016/j.catena.2023.107653
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• High resolution landslide susceptibility mapping using ensemble machine learning and geospatial big data
  2023 DOI: 10.31223/X5BT3X
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• DL-AISLE: A Deep Learning framework using Active Learning on Satellite imagery for Landslide identification 
  2023 DOI: 10.5194/egusphere-egu23-7155
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• Flood Exposure and Social Vulnerability during 2020 Assam Floods
  2021 DOI: 10.1002/essoar.10509510.1
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• Toward High-Resolution Soil Moisture Monitoring over India by Combining Remote Sensing Products with Land Surface Models
  2021 DOI: 10.1002/essoar.10509512.1
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