Ranbir and Chitra Gupta School of Infrastructure Design and Mngt.

• Best Research Paper in Urban Transport
• Faculty Excellence Award
• Sahyadri Young achievers award
• Young Scientist award
• Young Junior Scientist award
• Sahyadri Young Ecologist
• IEEE GRSS travel grant
• Sahyadri Young achievers award
• Sahyadri Young Ecologist
• Best paper, IIT BHU

Book Chapter/Section
• Assessing coastal flood impact on buildings: A climate change perspective from the developing nation Aishwarya N., Sutapa D. , Aithal B. H. By Geohazards and Disaster Risk Reduction: Multidisciplinary and Integrated Approaches - (2023)
• Geo-spatial modelling of flood risk due to local sea-level rise and landscape dynamics: A case of Sagar Island Vinay S., Bharath A. H. By Applications of Remote Sensing and GIS in Natural Resources and Built Infrastructure Management - (2023)
• Land Surface Temperature responses to urban landscape dynamics Nimish G., Bharath A. H. By Handbook of Himalayan Ecosystems and Sustainability: Spatio-Temporal Monitoring of Water Resources and Climate - (2023)
• Visualisation of Land use Change Pattern and Its Impact on Urban Heat Islands Nimish G., Ramachandra T. , Bharath A. H. By Global Urban Heat Island Mitigation - (2022)
• Visualization of landuse change pattern and its impact on Urban Heat Islands Nimish G., Bharath H.A., Ramachandra T.V. By Global Urban Heat Island Mitigation 301-322 (2022)
• Analyzing and Predicting Urban Expansion and Its Effects on Surface Temperature for Two Indian Megacities: Bengaluru and Chennai Mysore Chandrashekar C., Gupta N., Aithal B.H. By Urban Book Series 93-116 (2021)
• Urbanization: pattern, effects and modelling Ps P., Gupta N. , Mc C. , Aithal B. H. By Machine Learning for Urban Computing - (2021)
• Urbanization: Pattern, Effects and Modelling Prakash P.S., Nimish G., Chandan M.C., Bharath H.A. By Studies in Computational Intelligence 968 1-21 (2021)
• Exposition of spatial urban growth pattern using PSO-SLEUTH and identifying its effects on surface temperature Aithal B. H., Gupta N. , Mc C. By Urban Ecology - (2020)
• Impacts of Urban Land Use Land Cover Pattern on Land Surface Temperature Gupta N., Banad S. , Aithal B. H. By Smart Cities Opportunities and Challenges - (2020)
• Simulation and modelling the urban dynamics in Bangalore - Silicon Valley of India Tv R., Aithal B. H., S V. , Mc C. By Planning Megacities in the Global South - (2020)
• Visualising future trends of Urban Expansion Through Spatio-Temporal Metrics and land use modelling Mc C., Aithal B. H. By Future cities - (2020)
• Urbanisation in India: Patterns, Visualisation of cities and developing an Urban observatory. Aithal B. H., Chandan M. , Ramachandra T. By Urban Remote Sensing 680-725 (2019)
• ASIAN CITIES Aithal B. H., Ramachandra T. By Wiley-Blackwell Encyclopedia of Urban and Regional Studies 862-892 (2019)
• Urban Remote Sensing, Second Edition Aithal B.H., Chandan M.C., Vinay S., Ramachandra T.V. By Urbanization in India: Patterns, visualization of cities, and greenhouse gas inventory for developing an urban observatory 151-173 (2018)
Book
• Building Feature Extraction with Machine Learning: Geospatial Applications Bharath A. H., Prakash P. By 01-175 (2023)
• Urban Growth Patterns in India: Spatial Analysis for Sustainable Development Aithal B. H., Ramachandra T. By - (2020)
• Insights of urban dynamics for sustainable design of Smart Cities, Lap Lambert Academic Publishing Aithal B. H., Ramachandra T. By - (2017)
Journal
• Developing assessment flow for Damage estimation of Mud housing typology through a case study against coastal floods Aishwarya N., Aniruddha K. , Sutapa D. , Aithal B. H. By Scientific Reports 13 - (2023)
• Forecasting and Evaluation of Impacts and Risk Due to Tidal Anomalies on a Coastal Island Shivamurthy V., Narendr A., Aithal B.H. By Journal of the Indian Society of Remote Sensing 50 99-114 (2022)
• Effects of rising urban temperatures on the wellbeing of the residents A case study of Kolkata Metropolitan Region Nimish G., Bharath A. H. By The International Review for Spatial Planning and Sustainable Development 10 - (2022)
• Effects of rising urban temperatures on the wellbeing of the residents: A case study of Kolkata Metropolitan Region Gupta N., Aithal B.H. By International Review for Spatial Planning and Sustainable Development 10 79-98 (2022)
• Semantic Segmentation of High-Resolution Satellite images: a Deep Learning Approach Madhumita D., Bharath A. H. By Journal of Geomatics 16 - (2022)
• Building footprint extraction from very high-resolution satellite images using deep learning Ps P., Aithal B.H. By Journal of Spatial Science - (2022)
• Appraisal of Environmental Health and Ecohydrology of Free-Flowing Aghanashini River, Karnataka, India Ramachandra T.V., Shivamurthy V., Subramanian A.K., Varghese S., Setturu B., Aithal B.H. By Water (Switzerland) 14 - (2022)
• Digital building height preparation from satellite stereo images Ps P., Aithal B. H. By PE & RS - (2021)
• Digital building-height preparation from satellite stereo images Prakash P.S., Aithal B.H. By Photogrammetric Engineering and Remote Sensing 87 557-565 (2021)
• Multi-dimensional parametric coastal flood risk assessment at a regional scale using GIS Narendr A., Vinay S., Aithal B.H., Das S. By Environment, Development and Sustainability - (2021)
• Land allocation model using cellular automata to understand housing demand and supply Bharath H.A., Chandan M.C., Vinay S., Akshit S. By Spatial Information Research 29 339-351 (2021)
• Land allocation model using Cellular Automata to understand housing demand and supply Aithal B. H., Mc C. , S V. , Shah A. M. By Spatial Information Research 28 - (2021)
• Impact assessment of Corridor Oriented development: A case of urban agglomerations of India Chandrashekar C.M., Aithal B.H. By International Review for Spatial Planning and Sustainable Development 9 172-194 (2021)
• Impact assessment of Corridor Oriented development: A case of urban agglomerations of India, Mc C., Aithal B. H. By International review for spatial planning and sustainable development 10 172-194 (2021)
• Insights into riverscape dynamics with the hydrological, ecological and social dimensions for water sustenance Ramachandra T., Jeffery S. , Bharath A. H., Bharath S. By Current Science 118 - (2020)
• Insights of Forest Dynamics for the Regional Ecological Fragility Assessment Tv R., Setturu B. , Aithal B. H. By Journal of the Indian Society of Remote Sensing 48 124-138 (2020)
• Adaptive Capacity Assessment for A Flood Vulnerable Region through Land Use Modelling and Socio Economic and Physical Indicators Aishwarya N., Sutapa D. , Vinay S. , Aithal B. H. By Journal of Environmental Informatics Letters 3 107-119 (2020)
• Assessing human vulnerability to urban flood hazard using the Analytic Hierarchy Process and Geographic Information System Sarmah T., Das S. , Narendr A. , Aithal B. H. By International Journal of Disaster Risk Reduction 50 50-58 (2020)
• Retrieval of Building Roofs using High-Resolution Satellite Imagery though Machine Learning Approach Ps P., Aithal B. H. By Malaysian Journal of Remote Sensing & GIS 10 20-40 (2020)
• Exploring temperature indices by deriving relationship between land surface temperature and urban landscape Nimish G., Lalitha A. , Aithal B. H. By Remote Sensing Applications: Society and Environment 18 100-119 (2020)
• Automatic Extraction of Buildings from UAV based Imagery Using Artificial Neural Networks Ps P., Aithal B. H., Mitra S. By Journal of the Indian Society of Remote Sensing 49 425-451 (2020)
• Urban 3D structure reconstruction through a generative adversarial network model. Aithal B. H., Das S. K., Ps P. By Arabian Journal of Science and Engineering 45 10742-10741 (2020)
• Urban 3D Structure Reconstruction Through a Generative Adversarial Network Model Aithal B.H., Das S.K., Subrahmanya P.P. By Arabian Journal for Science and Engineering 45 10731-10741 (2020)
• Micro level analyses of environmentally disastrous urbanization in Bangalore Ramachandra T., Jeffery S. , Bharath A. H., Bharath S. By Environmental Monitoring and Assessment 191 787-797 (2019)
• Assessing land surface temperature and land use change through spatio-temporal analysis: a case study of select major cities of India Aithal B. H., Chandan M. , Nimish G. By Arabian Journal of GeoSciences 12 28-48 (2019)
• Assessment of Forest Dynamics in Chikkamagalur District, Central Western Ghats using Temporal Remote Sensing Data and Spatial Metrics Ramachandra T., Aithal B. H., Bhat S. By Indian Forester 145 757-767 (2019)
• Geo-visualization of landscape dynamics in the proposed mega industrial corridor Ramachandra T., Jeffery S. , Bharath A. H., Vinay S. By Environmental Monitoring and Assessment 191 788-798 (2019)
• Modeling urban dynamics along two major industrial corridors in India Ramachandra T., Jeffery S. , Aithal B. H., Vinay S. By Spatial Information Research 27 37-48 (2019)
• Green to gray: Silicon Valley of India, Journal of Environmental Management Aithal B. H., Chandan M. , Vinay S. , Gouri K. , Ramachandra T. By 206 1287-1295 (2018)
• Municipal Solid Waste: Generation, Composition and GHG Emissions in Bangalore, India Ramachandra T., Gouri K. , Vishnu B. , Aithal B. H. By Renewable and Sustainable Energy Reviews 82 1122-1136 (2018)
• Simulating urban growth by two state modelling and connected network Aithal B. H., Vinay S. , Ramachandra T. By Modeling Earth Systems and Environment 4 1297-1308 (2018)
• Automated Building Extraction using High-Resolution Satellite Imagery though Ensemble Modelling and Machine Learning Soumya K., Prakash P. , Aithal B. H. By Remote Sensing of Land 2 1122-1132 (2018)
• Modelling urban dynamics in rapidly urbanising Indian cities Aithal B. H., Chandan M. , Vinay S. , Ramachandra T. By Egyptian Journal of Remote Sensing and Space Science 21 201-210 (2018)
• Green spaces in Bengaluru: Quantification through geospatial techniques Ramachandra T., Aithal B. H., Gouri K. , Vinay S. By Indian Forester 25-38 (2017)
• Modelling the growth of two rapidly urbanizing Indian Cities Aithal B. H., Chandan M. , Vinay S. By Journal of Geomatics 11 28-46 (2017)
• Economic disparity and CO2 emissions: The domestic energy sector in Greater Bangalore, India Ramachandra T., Vishnu B. , Gouri K. , Aithal B. H., Han S. S. By Renewable and Sustainable Energy Reviews 67 1331-1344 (2017)
• Characterization and visualization of Spatial Patterns of Urbanisation and Sprawl through metrics and modelling Aithal B. H., Vinay S. , Ramachandra T. By Cities and the Environment 10 14-28 (2017)
• Intra and Inter Spatio-Temporal Patterns of Urbanisation in Indian Megacities Aithal B. H., Chandan M. , Vinay S. , Ramachandra T. By International Journal of Imaging and Robotics 100-116 (2017)
Conferences
• Predictive Spatial Modeling: A Prescriptive Tool for Managing Construction and Demolition Waste Flow Shubhi N., Aithal B. H., Dubey B. K. By Proceeding of Nineteenth International Conference on Environmental, Cultural, Economic & Social Sustainability - (2023)
• Remote Sensing for Flood Dynamics Monitoring and Flood Mapping Praneta N., Aishwarya N. , Aithal B. H. By EGU 2023 - (2023)
• Assessment of Historic Vastushastra Principles to emphasize their importance in Naturally Ventilated Buildings in the present times Anurag K., Aithal B. H. By Urban Affairs Association - (2023)
• Comparative Environmental and Economical Evaluation of Construction and Demolition Waste Management Systems Souvick S., Aithal B. H., Dubey B. K. By Nineteenth International Conference on Environmental, Cultural, Economic & Social Sustainability - (2023)
• Developing Transfer Learning Techniques for Road feature Extraction Using VHR Dataset Madhumita D., Aithal B. H. By TRB annual meeting - (2023)
• Environmental Impact Evaluation of Health-Care Waste Management Practices during COVID-19 Pandemic Shantanu A., Aithal B. H., Dubey B. K. By ISWA World Congress 2022 - (2023)
• An experimental approach for developing a building damage matrix for the flood-affected vernacular housing typology Aishwarya N., Aithal B. H. By EGU - (2022)
• Multi-Criteria Decision Making for Site Suitability of a Solar Farms. Lalit M., Aithal B. H. By EGU 22 - (2022)
• Building Extraction from Remote Sensing Images Using Deep Learning and Transfer Learning Prakash P.S., Soni J., Bharath H.A. By International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July 3079-3082 (2022)
• Flood resilient scenario modelling (FReSMo): Dynamic assessment of climate-induced effects on land use Aishwarya N., Aithal B. H. By ISOCARP 2022 - (2022)
• Building Extraction from Remote Sensing Images Using Deep Learning and Transfer Learning Prakash P., Jhanavi S. , Aithal B. H. By IGARSS 2022 - (2022)
• Pattern Extraction Through Deep Learning: Road as A Feature Set Devendra P., Madhumita D. , Aithal B. H. By AGU fall meeting - (2022)
• Cost-Benefit Analysis of Flood Resilient Scenario Modelling (Fresmo) Based on a Dynamic Assessment of Coastal Flood Impact on Built Infrastructure Aishwarya N., Aithal B. H. By DRI Technical Conference 2022 - (2022)
• Land-use change Dynamics and Automated Feature Extraction using High-Resolution Satellite Imagery. Madhumita D., Aithal B. H. By R4TLI 2022 - (2022)
• Experimentation with Generative Adversarial Networks for Building Extraction from a Very High-Resolution Remote Sensing Imageries Prakash P., Aithal B. H. By FOSS4G Asia 2021 - (2021)
• Change detection in urban built-up volume using deep learning based segmentation techniques Prakash P., Aithal B. H. By SPIE - (2021)
• Change detection in urban built-up volume using deep learning based segmentation techniques Prakash P.S., Bharath H.A. By Proceedings of SPIE - The International Society for Optical Engineering 11864 - (2021)
• Inundation Exposure Assessment of Coastal Island using High Resolution remote sensing data Vinay S., Aithal B. H. By 5th WCDM - (2021)
• ., Semantic Segmentation of High-Resolution Satellite images: a Deep Learning Approach Madhumita D., Aithal B. H. By ISG-ISRS National Symposium 2021 - (2021)
• Damage-cost assessment of vernacular buildings against coastal flooding. Narendr A., Das S. , Aithal B. H. By EGU 2021 - (2021)
• Deep Learning based architectures for semantic segmentation of aerial imagery. Ps P., U M. , Aithal B. H. By 2nd International Conference on Unmanned Aerial System in Geomatics - 2021 - (2021)
• A DEEP LEARNING BASED APPROACH FOR ROOFTOP SOLAR POTENTIAL ESTIMATION OF A CITY: A CASE STUDY OF INDIAN METROPOLIS Prakash P.S., Aithal B.H. By International Geoscience and Remote Sensing Symposium (IGARSS) 2021-July 8336-8339 (2021)
• Multi-Criteria Decision Analysis of Coastal Inundation at Regional scale. S V., Aithal B. H. By EGU 2021 - (2021)
• Multivariate building damage model for scenario based flood risk assessment Aishwarya N., Sutapa D. , Aithal B. H. By FOSS4G Asia 2021 - (2021)
• Effects of rising urban temperatures on the residents A case study of Kolkata Metropolitan Region Nimish G., Aithal B. H. By International Conference 2021 on Spatial Planning and Sustainable Development - (2021)
• Urban growth analysis and modelling based on socio-economic agents using Cellular Automata S A., Mc C. , Aithal B. H. By INGARSS 2020 - (2020)
• Assessment of urban built-up volume using geospatial methods: a case study of Bangalore. Ps P., Aithal B. H. By IGARSS 2020 - (2020)
• Urban surface simulation through image-to-image translation deep learning algorithm using optical aerial imagery Das S. K., Ps P. , Aithal B. H. By IGARSS 2020 - (2020)
• Using FOSS to estimate the Land Surface Temperature Tonk N. R., Gupta N. , Aithal B. H. By FODD4G KOREA 2020 - (2020)
• Forecasting land surface temperature using artificial neural network Gupta N., Aithal B. H. By IGARSS 2020 - (2020)
• Integration of genetic algorithm and agent-based model to visualize near realistic sustainable urban growth: a comparative study Mc C., Aithal B. H. By IGARSS 2020 - (2020)
• Quantitative Measurement, Analysis of Land Use Change through Spatio-Temporal Pattern and Modelling Chandan M., Aithal B. H. By 16th International Conference on Computers in Urban Planning and Urban Management - (2019)
• Characterizing the relationship between land use pattern and land surface temperature with automated built up extraction: Process, pattern and modelling Nimish G., Chandan M. , Aithal B. H. By EGU General Assembly 2019 - (2019)
• Integrated System Dynamics Cellular Automata Housing Allocation model to understand housing demand and supply Akshit S., Chandan M. , Aithal B. H. By 49th Urban Affairs Conference - (2019)
• . Integration of Particle swarm optimization with SLEUTH for Urban growth pattern visualisation Chandan M., Aadithyaa J. , Aithal B. H. By In proceedings of 55th International Society of City and Regional Planners congress - (2019)
• Adaptive capacity assessment of a region against flood vulnerability using GIS and remote sensing Aishwarya N., Das S. , Aithal B. H. By 4th World congress on Disaster management - (2019)
• Land use pattern analysis and Land Surface Temperature extraction: A case study of Kolkata Allaka L., Gupta N., Aithal B.H. By 2019 IEEE 16th India Council International Conference, INDICON 2019 - Symposium Proceedings - (2019)
• Land use pattern anlysis and Land Surface Temperature extraction: A case study of Kolkat Aithal B. H., Lalitha A. , Nimish G. By Indicon 2019 10-24 (2019)
• Understanding current and future landuse dynamics with land Surface temperature alterations: a case study of chandigarh Nimish G., Chandan M. , Aithal B. H. By ISPRS technical commission v Education & outreach Geospatial technology - pixel to people - (2018)
• Urban growth modelling using Cellular Automata coupled with alnd cover indices for Kolkata Metropolitan region Shafia A., Nimish G. , Aithal B. H. By 9th IGRSM International Conference and Exhibition on Geospatial & Remote Sensing - (2018)
• Urban growth pattern with urban flood and temperature vulnerability using AI: a case study of Delhi Gaurav S., Chandan M. , Aithal B. H. By 9th IGRSM International Conference and Exhibition on Geospatial & Remote Sensing - (2018)
• Automatic identification of plant species through a convolutional neural network model for UAV mounted digital cameras Das S.K., Prakash P.S., Aithal B.H. By Proceedings - 39th Asian Conference on Remote Sensing: Remote Sensing Enabling Prosperity, ACRS 2018 4 2009-2015 (2018)
• Automatic identification of plant species through a convolutional neural network model for UAV mounted digital Cameras Sowmya D. K., Prakash P. , Aithal B. H. By ACRS - (2018)
Edited Volume
• Shared Urban Mobility Systems in the Global South (SUMS) Goswami A. K., Maitra B. , Aithal B. H. By - (2022)
Seminars
• Flood risk forecasting for sustainable coastal management at regional scale. S V., Aithal B. H. By Spatial@ucsb.global2021: Spatial Data Science for a Sustainable Future - (2021)
• Review of Road Feature Extraction for Sustainable Mobility. Dey M., Aithal B. H. By Spatial@ucsb.global2021: Spatial Data Science for a Sustainable Future - (2021)
Article in Periodical
• Mitigation of Carbon Footprint, Sustainable living Bharath A. H., Ramachandra T. By Yojana 36-41 (2020)
Educational Package
• Geographic Information system Aithal B. H. By - (2020)
Symposium
• Land Use Analysis and Modelling based on Agents using Cellular Automata Mc C., J A. , Aithal B. H. By ACRS 2020 - (2020)
• Deep learning-based building roof type classification for solar potential estimation Singh V., Ps P. , Aithal B. H. By ISRS-NS 2020 - (2020)
• Developing a Urban Web-Based Spatial Decision Support System Verma M., Mc C. , Aithal B. H. By Lake 2020 - (2020)
• A Parametric Approach For Coastal Flood Risks Assessment By Integrating Hazard Data And Micro-Level Aspects Of Rural Vulnerability: Case Of Sagar Island, West Bengal Narendr A., S P. , Aithal B. H. By ACRS 2020 - (2020)
• UAV Based Sensor Data for Efficient 3D Building Extraction Using Machine Learning P., Aithal B. H. By ISRS-NS 2020 - (2020)
• Role of local sea level rise on disaster exposure in Coastal Island. S V., Aithal B. H. By Lake 2020 - (2020)
• Modelling and characterizing the urban growth pattern in Silicon Valley by establishing a relationship with LST and Building footprint Aithal B. H., Chandan M. , Nimish G. , Prakash P. By AGU fall meeting - (2018)
• Addressing sustainable agenda challenge through analysis of LST, GHG emissions and visualisation of urban growth in two Megacities of India Aithal B. H., Chandan M. , Nimish G. By AGU fall meeting - (2018)
• Analyzing Urban Spatial Patterns and Trend of Future Urban Expansion Using SLEUTH. Chandan M., Aithal B. H. By FOSS 4G Asia - (2018)
• Multi temporal urban growth characterization using Geospatial technologies Chandan M., Aithal B. H., Aishwarya N. , Nimish G. By 38th Asian Conference on Remote Sensing - (2017)
Workshop
• Exploring Urbanization Pattern Change A Case of Two Metro Cities of India. Chandan M., Aithal B. H. By NASA SARI LULCC meet - Land Use/Cover Changes, Environment and Emissions in South/Southeast Asia An International Regional Science Meeting - (2019)
• Spatial-temporal impacts of urban land use land cover on land surface temperature: Coimbatore. Nimish G., Aithal B. H. By 5th International Conference on Countermeasures to Urban Heat Islands 600-642 (2019)
Congress
• Urbanisation and city expansion threats: Pattern, Process and Modelling Aithal B. H. By 105th Indian Science Congress 2018 - (2018)

Principal Investigator

• Spatial Decision Support System for Select Smart Cities in India Using Nature Inspired Techniques
• Scenario Based Projections of Future Land Use: A Spatially Explicit Knowledge Base for Climate Resillience
• Planning Smart Cities : Urban Dynamics and Surface Temperature Extraction Using Hyperspectral Remote Sensing Data
• Developing a Spatial Data Infrastructure with Application in Urban Transport

Co-Principal Investigator

• Study on Young Children and Climate