Deepak Kumar
Research Scentist
University at Albany, State University of New York
LiveDNA ID:
91.32816
About
Professional SummaryDr. Deepak Kumar is an academic research professional with over 10 years of experience in the field of remote sensing, energy sciences, climate studies, and analytical research methods in urban planning. He is presently working as a research scientist at the Center of Excellence in Weather and Climate Analytics, Atmospheric Science Research Center (ASRC), State University of New York at Albany.
Employment
Professional Appointments
Research Scentist
University at Albany, State University of New York
Education
Academic Background-
Ph.D. Central University of Karnataka, India GIS, Remote Sensing and Integrated Land-Use | Completed: 2016
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M.Sc. Central University of Karnataka, India Geomatics and Remote Sensing | Completed: 2012
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B.Tech Biju Patnaik University of Technology, India Computer Science and Information Technology | Completed: 2009
Publications (75)
Selected Scholarly Contributions
Assessment of Climatic Drivers and Meteorological Drought Risk Mapping Using a Multi-Criteria Decision-Making Approach in Peri-Urban Bangalore
2026
Challenges and Future Trends of Data Analytics and Remote Sensing Based Analysis for Sustainable Development
2026
Data Analytics and Remote Sensing-Based Analysis for Sustainable Development
2026
2026
Geospatial AI in earth observation for environmental monitoring: Analysing crop spectral responses with air quality variations during stubble burning episodes
2026
Machine learning approaches to urban heat Island detection and sustainability analysis
2026
2025
Artificial Intelligence and Machine Learning for Climate Disaster Management
2025
2025
Tracking land use and land cover changes in Ghaziabad district of India using machine learning and Google Earth engine
2025
Artificial Intelligence and Machine Learning to Assess the Effects of COVID-19 on Land Surface Temperature (LST) and Air Quality Index
2025
Artificial Intelligence and Machine Learning for Climate Disaster Management
2025
Strategic Integration of Green Innovation and Information Systems for Sustainable Development
2025
Extracting urban patterns in undulating landscapes from SAR data with thresholding approach
2025
Spatio-temporal variability analysis for climatic factors in urban districts with statistical trend line data estimates for sustainable development
2025
Drought vulnerability assessment with meteorological drought indices for ensuring environmental justice
2025
Multi-dimensional assessment of drought vulnerability with composite drought index and principal component analysis for socioeconomic development in Semi-Arid regions
2025
Retrieval of the land surface temperature using thermal remote sensing and its relationship with hydrometeorological variables, Sabarmati Basin, Gujarat, India
2025
Identifying influential climatic factors for urban risk studies in rapidly urbanizing Region
2024
2024
Spatio-Temporal Assessment of Urban Carbon Storage and Its Dynamics Using InVEST Model
2024
Analysing trends of computational urban science and data science approaches for sustainable development
2024
Dynamic Quantification and Characterization of Spatial Heterogeneity in Mid-Sized Urban Landscape of India
2024
Dynamic drought risk assessment and analysis with multi-source drought indices and analytical hierarchy process
2023
Evaluation of Diurnal Variations in Urban Surface Temperature with Earth Observations System
2023
2023
Land Use Land Cover Changes and Climate Change Impact on the Water Resources: A Study of Uttarakhand State
2023
2023
2023
2023
2023
2023
2023
2023
2023
Evaluating urban green and blue spaces with space-based multi-sensor datasets for sustainable development
2023
A Structured Analysis to study the Role of Machine Learning and Deep Learning in The Healthcare Sector with Big Data Analytics
2023
Quantitative assessment of land surface temperature and vegetation indices on a kilometer grid scale
2023
Assessment of Ground Water Quality of Lucknow City under GIS Framework Using Water Quality Index (WQI)
2023
Investigating the sustainability of urban energy generation with techno-economic analysis from hybrid energy systems
2023
Spaceborne synthetic aperture radar (SAR) earth observations for surface deformation analysis and mapping
2022
Techno‐economic assessment and optimization of a standalone residential hybrid energy system for sustainable energy utilization
2022
Design and analysis of grid-connected sustainable urban residential energy systems
2022
Evaluating the impact of flood inundation with the cloud computing platform over vegetation cover of Ganga Basin during COVID-19
2022
Analysing transition of land surface temperature and derived indices with respect to elevation values in Kohima Saddar
2022
Assessing the influence of floods over selected states of Eastern India with cloud-based geo-computing platforms
2022
Analysing Effects on Ground Water Levels Due to Conversion of Rural to Urban Landscapes
2022
Google earth engine based computational system for the earth and environment monitoring applications during the COVID-19 pandemic using thresholding technique on SAR datasets
2022
Assessing spatiotemporal variations in land surface temperature and SUHI intensity with a cloud based computational system over five major cities of India
2022
Cloud-based large-scale data retrieval, mapping, and analysis for land monitoring applications with Google Earth Engine (GEE)
2022
A systematic analysis using classification machine learning algorithms to understand why learners drop out of MOOCs
2021
2021
Spatial variability analysis of the solar energy resources for future urban energy applications using Meteosat satellite-derived datasets
2021
Investigating capability of open archive multispectral and SAR datasets for Wheat crop monitoring and acreage estimation studies
2021
Developing an Approach for Assessing Urban Blue-Green Spaces Towards Sustainable Urban Growth Through Retrospective Cyber Metrics Analysis of Operational Estimations Approaches
2021
Evaluating filter properties for urban feature identification from dual-pol SAR images
2021
Analyzing Knowledge Representation of University Ontology Through Semantic Web
2021
Urban objects detection from C-band synthetic aperture radar (SAR) satellite images through simulating filter properties
2021
Interdisciplinary Implementation of Supervised Real-Time Waste Management
2021
Stochastic Intrusion Detection Game-Based Arrangement Using Controlled Markov Chain for Prevention of DoS and DDoS Attacks in Cloud
2021
Application of machine learning and data visualization techniques for decision support in the insurance sector
2021
Assessing Machine Learning Based Supervised Classifiers For Built-Up Impervious Surface Area Extraction From Sentinel-2 Images
2020
2020
2020
Satellite-based solar energy potential analysis for southern states of India.
Deepak Kumar
2020
Urban energy system management for enhanced energy potential for upcoming smart cities.
Deepak Kumar
2020
Hyper-temporal variability analysis of solar insolation with respect to local seasons
2019
2018
Enhanced adaptive technique for surface temperature variability analysis.
Deepak Kumar
2018
Mapping solar energy potential of southern India through geospatial technology.
Deepak Kumar
2018
2017
Surface temperature variability analysis of an urban area using Landsat ETM+ thermal images.
Deepak Kumar
2017
Adaptive hierarchical cell sub-division (AHCS) method for enhanced surface radiance temperature variability analysis
2016
Linear gradient analysis of kinetic temperature through geostatistical approach
2016
Statistical analysis of land surface temperature–vegetation indexes relationship through thermal remote sensing.
Deepak Kumar
2015