Research & Projects

Research Interests

Philosophy: Geographical determinism

"Humans obey the physical environment, the environment obeys the landforms, the landforms obey the landscape, the landscape obeys the continental climate, the continent obeys the Earth system, the Earth system obeys the solar system, the solar system obeys the galaxy system, the galaxy obeys the universe, and the universe obeys something we don't yet understand."

I'm a Technical Geographer

My research interests are in the following areas:

1) Earth and Environmental Science

1.1) Environmental Geo-informatics

1.1.1) River systems

1.1.2) River geomorphology

1.1.3) River geoinformatics

1.1.4) River discharge estimation

1.1.5) Streamflow modeling

1.1.5.1) River hydraulics (1D, 2D and 3D modeling)

1.1.6) GeoAI on Remote Sensing data

Projects

(2) Institute Fellow

River discharge estimation using multisensor UAV and satellite data.

Objectives

To apply machine learning applications for physics-constrained models applied to continuous time series of UAV and satellite data to extract more enhanced river discharge parameters.

Try to develop a model that can simulate derived inputs to estimate discharge values with enhanced accuracy and space-time resolutions.

Output

Daily discharge values

(1) Project Fellow

Posted at Haryana State Pollution Control Board, Panchkula

"Geo-mapping of Industries in Haryana State using Satellite Remote Sensing & GIS Techniques"

Objectives

The purpose of this project is to develop a geodatabase of industries in the state of Haryana.

Haryana State is one of the state's leading regions in the geospatial domain, and it is growing thanks to the contributions of various departments. Since its inception, the Haryana Space Applications Centre (HARSAC) has served as a nodal geospatial data center and state government body, with a list of visionary objectives. It conducted a variety of activities, one of which was to provide decision-makers with location-based information. Another state body that monitors pollution activities is the Haryana State Pollution Control Board (HSPCB).

To map industries that exist and grow at different time and regional scales, spatial information is frequently required.

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