Ayushi Gupta

About

Hyperspectral remote sensing, image processing, and retrieval of biochemical (phytopigments, phytochemicals, nutrients) and biophysical properties for vegetation and water using aerial and drone data. Invasive Ecology, Radiative Transfer Modeling, Machine/Deep Learning, and Subsurface Hydrological Modeling.

Employment

• Indian Institute of Technology Kharagpur National Postdoctoral Fellow
  2025 - Present
• Banaras Hindu University Raja Jwala Prasad Postdoctoral Fellow
  2025 - 2025
• Banaras Hindu University Senior Research Fellow
  2021 - 2022
• Banaras Hindu University NET - Junior Research Fellow
  2019 - 2021

Education

• Banaras Hindu University Master of Philosophy
  2017 - 2018
• Banaras Hindu University MSc. (tech) Environmental Science and technology
  2014 - 2017
• IILM Institute for Higher Education Bachelor of Technology (B. Tech)
  2010 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (44)

• Application of GNSS in Earth System Sciences
  2025 DOI: 10.1201/9781032712444-4
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• Mapping the fraction of invasive species to prioritise restoration areas of coastal wetland vegetation communities in a Ramsar site using Sentinel-2 images with machine learning regression
  Biol. Invasions 2025 DOI: 10.1007/s10530-025-03626-0
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• GNSS-enabled Precision Agriculture
  2025 DOI: 10.1201/9781032712444-20
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• New Satellite Missions and Sensors for Forest Monitoring
  Advanced Geospatial and Ground-based Techniques in Forest Monitoring 2024
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• A Comprehensive Review of Slaughterhouse Wastewater Treatment and Concomitant Resource Recovery
  Environmental Approach to Remediate Refractory Pollutants from Industrial Wastewater Treatment Plant 2024
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• Artificial Intelligence in Forest Management
  Advanced Geospatial and Ground-based Techniques in Forest Monitoring 2024
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• Soil Chemical Properties Using Hyperspectral Remote Sensing
  Earth Observation for Monitoring and Modeling Land Use 2024
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• Sensitivity Study for Leaf Biophysical and Biochemical Factors using the Radiative Transfer Model
  AGU Fall Meeting 2023 2023
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• Selection Of Bands For Secondary Metabolites In R. Arboreum Using Hyperspectral Data
  IEEE International Geoscience and Remote Sensing Symposium 2023 2023 DOI: 10.1109/IGARSS52108.2023.10283261
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• Ascertaining and Optimizing the Water Footprint and Sludge Management Practice in Steel Industries
  Water 2023 DOI: 10.3390/w15122177
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