Ritu Yadav

Employment

• KTH Royal Institute of Technology
• KTH Avdelningen för Geoinformatik

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (20)

• PANGAEA: Assessing Geospatial Foundation Models Capabilities through a Global and Inclusive Benchmark
  IEEE Geoscience and Remote Sensing Magazine 2026 DOI: 10.1109/MGRS.2025.3628194
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• A Multi-Modal, Multi-Temporal, Multi-Resolution Benchmark Dataset for Building Height Estimation
  Scientific Data 2025 DOI: 10.1038/s41597-025-06495-3
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• How high are we? Large-scale building height estimation at 10 m using Sentinel-1 SAR and Sentinel-2 MSI time series
  Remote Sensing of Environment 2025 DOI: 10.1016/j.rse.2024.114556
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• Unsupervised flood detection on SAR time series using variational autoencoder
  International Journal of Applied Earth Observation and Geoinformation 2024 DOI: 10.1016/j.jag.2023.103635
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• Building Height Estimation at 10m across multiple countries using Sentinel Time-Series
  EGU24 2024
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• CONTEXT-AWARE CHANGE DETECTION WITH SEMI-SUPERVISED LEARNING
  arXiv 2023
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• BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series
  Advances in Neural Information Processing Systems 2023
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• A CNN REGRESSION MODEL TO ESTIMATE BUILDINGS HEIGHT MAPS USING SENTINEL-1 SAR AND SENTINEL-2 MSI TIME SERIES
  arXiv 2023
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• Self-Supervised Contrastive Model for Flood Mapping and Monitoring on SAR Time-Series
  EGU 2023 2023 DOI: 10.5194/egusphere-egu23-14375
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• Context-Aware Change Detection with Semi-Supervised Learning
  IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023 DOI: 10.1109/igarss52108.2023.10281798
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