Faculty Directory
Dr. Shivam Chauhan
Academic Information
B.Tech, M.Tech (MNIT, Jaipur), PhD (MNIT, Jaipur)
Research Areas
Research Interests
My research focuses on the intersection of water resource management and advanced computational science. I aim to address complex environmental challenges by integrating Climate Modelling, Fluid-Hydrology, and Environmental Data Analysis. Specifically, I utilize GIS and Machine Learning to develop predictive models for optimizing Irrigation Practices and preserving critical Wetland ecosystems. My goal is to bridge the gap between theoretical hydrology and data-driven solutions to ensure sustainable water allocation in a changing climate.
Courses Taught
Engineering Hydrology, Fluid Mechanics, Hydraulic Machines, Structure Analysis, Reinforced Concrete Structures, GIS, Environmental Science
Positions Held
Associate Professor
PhD Coordinator
Ex-TEQIP-III/NPIU/GOI/World Bank Faculty at Government Engineering College, Ajmer
PhD Coordinator
Ex-TEQIP-III/NPIU/GOI/World Bank Faculty at Government Engineering College, Ajmer
Publications
1. Analyzing the diurnal variations of land surface temperatures for surface urban heat island studies: Is time of observation of remote sensing data important?
2. Statistical analysis of diurnal variations in land surface temperature and the UHI effect using aqua and terra MODIS data
3. Leveraging Aqua and Terra satellite data for improved diurnal land surface temperature prediction: a comparative LSTM-based approach
4. Duo satellite-based remotely sensed land surface temperature prediction by various methods of machine learning
5. Land surface temperature prediction with dual satellites and BPNN: a comparative transfer function analysis
6. Comprehensive diurnal thermal characterization of agro-climatic zones in Rajasthan using remote sensing techniques and time-specific observations
7. Advanced Decadal Thermochronometric Temporal Modeling of Jodhpur's Land Surface Temperature Dynamics Through BPNN‐Enabled Synoptic Evaluation Leveraging Multispectral Satellite Observations
8. Experimental Investigation on Interlocking Cement Concrete Paver Block by Using Steel Mesh
9. Spatio-Temporal Analysis of Urban Climate Using LST, NDVI, FISA and LULC: A 20-Year Case Study of Jaipur, Rajasthan, India (2004–2024)
10. Longitudinal assessment of urban land transformations with multi-sensory remote sensing in a semi-arid metropolitan city
11. Enhancing Temporal Analysis of Jodhpur's Land Surface Temperature: A Comparative Study of XGBoost and Fine-Tuned XGBoost Model