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Jannat Khosla
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Jannat Khosla

Geospatial researcher, studying for an MSc in Geoinformatics at Panjab University.

Chandigarh 160015, India

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Jannat Khosla
© 2026 Jannat KhoslaDesigned & built by Tanish Mittal
Work01

Every project so far.

Most of it is satellite and GIS analysis, a lot of it in Punjab and Delhi NCT. The IIT Roorkee project was fieldwork instead, setting out GNSS ground control for drone surveys in the summer of 2026.

Landsat true-color composite of North India, from Punjab to the Himalaya and Delhi, with project sites marked74° E76° E78° E28° N30° N32° N
Punjab30.90° N, 75.40° E
Chandigarh30.73° N, 76.78° E
Maldevta30.34° N, 78.16° E
IIT Roorkee29.87° N, 77.89° E
Delhi NCT28.61° N, 77.21° E
Where the projects are. Red marks link to the write-up.Landsat true-color composite, NASA GIBS
  • Punjab Water Indices2025 · Punjab, IndiaPunjab Water IndicesA remote sensing case study mapping vegetation and surface water across Punjab, India using NDVI and NDWI from Landsat imagery to read groundwater stress over an agricultural state.Landsat · QGIS · Google Earth Engine · Python
  • River Buffer and HAND Exposure Analysis for the Maldevta Song Watershed2026 · Dehradun, IndiaRiver Buffer and HAND Exposure Analysis for the Maldevta Song WatershedConventional proximity analysis commonly assumes that the places nearer to a river are more exposed. In steep Himalayan terrain, straight line distance alone can be misleading: a building closer to a channel may sit above it, while another building farther away from a channel may lie on a low, hydrologically connected surface. The project tests whether terrain-aware indicators improve the identification of potentially exposed buildings in the Maldevta flash floods.WhiteboxTools · Geopandas · Numpy · Rasterio
  • Delhi NCT Industrial Impact2025 · Delhi NCT, IndiaDelhi NCT Industrial ImpactA Sentinel-2 remote sensing study of how industrial zones in Delhi NCT affect surrounding vegetation, water, and built-up land using NDVI, NDWI, NDBI, buffer zones, and zonal statistics.Sentinel-2 · QGIS · Google Earth Engine · Python
  • IIT Roorkee UAV & GNSS Field Work2026 · Roorkee, IndiaIIT Roorkee UAV & GNSS Field WorkAs a Research Intern at IIT Roorkee, I ran UAV survey prep, GNSS ground control with Emlid Reach RS3 and Trimble DA, and photogrammetry workflows for accurate, georeferenced mapping outputs.Emlid Reach RS3 · Trimble DA · UAV / drone · GNSS (RTK)
  • Spatial Analytics for Academic Research2025 · New Delhi, IndiaSpatial Analytics for Academic ResearchA research-trainee project at Miranda House, University of Delhi, linking temperature, groundwater depletion and Punjab agriculture using spatial analytical tools and open satellite data.QGIS · Google Earth Engine · Landsat · Sentinel-2
  • Geographical Research Writing2025 · Remote, IndiaGeographical Research WritingAn eight-week research-writing internship at Bhu Chintan where I produced literature reviews, formatted articles, and prepared publication-ready geography writing.Literature review · Academic writing · Article formatting · Editorial workflow
  • Vegetation & Water Stress Mapping2025 · IndiaVegetation & Water Stress MappingMapping vegetation condition and water stress across farmland in India using Sentinel-2 and Landsat NDVI and NDWI for agricultural and environmental monitoring.Sentinel-2 · Landsat · Google Earth Engine · QGIS