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  1. Towards Accurate Flood Mapping in Arid Regions: Sentinel-1 SAR-based insights and explainable machine learning. 

    Article • January 2025, Copernicus GmbH

    Shagun Garg

  2. Flood Mapping Using Combined Sentinel-1 Amplitude and Interferometric Coherence

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Shagun Garg

  3. Unlocking the full potential of Sentinel-1 for flood detection in arid regions

    Article • Remote Sensing of Environment, December 2024, Elsevier

    Shagun Garg

  4. Sustainability Nexus AID: landslides and land subsidence

    Article • Sustainability Nexus Forum, October 2024, Springer Science + Business Media

    Shagun Garg

  5. Automatic Flood Detection from Sentinel-1 Data Using a Nested UNet Model and a NASA Benchmark Dataset

    Article • PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science, March 2024, Springer Science + Business Media

    Shagun Garg

  6. Monitoring and Understanding Land Subsidence in Joshimath: An InSAR and Ground-based Study

    Article • May 2023, Copernicus GmbH

    Shagun Garg

  7. Improving SAR-based flood detection in arid regions using texture features

    Article • January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Shagun Garg

  8. AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, May 2022, Copernicus GmbH

    Shagun Garg

  9. Assessment of Land Subsidence Hazard, Vulnerability and Risk: A case study for National Capital Region in India

    Article • March 2022, Copernicus GmbH

    Shagun Garg

  10. Comparative analysis of  the role of labelled benchmark datasets for automatic flood mapping using SAR data 

    Article • March 2022, Copernicus GmbH

    Shagun Garg

  11. Deep learning, remote sensing and visual analytics to support automatic flood detection

    Article • March 2022, Copernicus GmbH

    Shagun Garg

  12. Land Subsidence in National Capital Region (NCR) Delhi, India due to overextraction of groundwater

    Article • Scientific Reports, January 2022, Springer Science + Business Media

    Shagun Garg

  13. Combined Effect of Mining, Subsidence and Coal Fires in Jharkhand, India Investigated using Satellite Remote Sensing and Data Fusion

    Article • December 2021, Wiley

    Shagun Garg

  14. Automatic flood detection from Sentinel-1 data using Deep learning: Demonstration of NASA-ETCI Benchmark datasets.

    Article • December 2021, Wiley

    Shagun Garg

  15. Sentimental Analysis, Technology and Application

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Shagun Garg

  16. Multi-sensor remote sensing analysis of coal fire induced land subsidence in Jharia Coalfields, Jharkhand, India

    Article • International Journal of Applied Earth Observation and Geoinformation, October 2021, Elsevier

    Shagun Garg

  17. Risk of Ground Movement in Faridabad, India – Investigated using Remote Sensing and In-Situ Data

    Article • March 2021, Copernicus GmbH

    Shagun Garg

  18. The Risk of Coal Fires And Land Subsidence in Jharia Coalfields, India, Analysed Using Remote Sensing Techniques

    Article • March 2021, Copernicus GmbH

    Shagun Garg

  19. Land Subsidence in Delhi, India investigated using Sentinel-1 InSAR measurements

    Article • March 2020, Copernicus GmbH

    Shagun Garg