ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Volume X-5/W2-2025, 2025 | ISPRS ICWG V/IV
Unleashing the power of Geospatial & Frontier Technologies for a Sustainable Future – GIFTS Summit 2025

1–3 September 2025, Symbiosis International University, Pune, India
Editor(s): V Rajesh Chowdhary, Anjali Jagtap, Shirish Ravan, Himanshu Ranade, and Sulochana Shekhar
Volumes
Volumes

Volume X-5/W2-2025, 2025 | ISPRS ICWG V/IV
Unleashing the power of Geospatial & Frontier Technologies for a Sustainable Future – GIFTS Summit 2025

1–3 September 2025, Symbiosis International University, Pune, India
Editor(s): V Rajesh Chowdhary, Anjali Jagtap, Shirish Ravan, Himanshu Ranade, and Sulochana Shekhar
Author index | Keyword index
19 Dec 2025
Multi-Objective Optimization of Irrigation Canal Network Using Geospatial Computing: A Case Study of the Kadi Narmada Main Canal, Gujarat
Janki Adhvaryu and Parul Patel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 1–6, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-1-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-1-2025, 2025
19 Dec 2025
Deep Learning Based Land Use Land Cover Classification On Multi-Sensor Remote Sensing Data
Advaith C A, Shefali Agrawal, Vinay Kumar, Shashi Kumar, and Poonam S. Tiwari
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 7–14, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-7-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-7-2025, 2025
19 Dec 2025
I.M.P.A.T.T.O. – Spatiotemporal GeoBigData and Predictive Models for Urban Planning and policies support in the Municipality of Udine
Salvatore Amaduzzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 15–22, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-15-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-15-2025, 2025
19 Dec 2025
Post-Helene Change Detection Assessment using Remote Sensing Images in North Carolina
Rizwan Ahmed Ansari, Timothy Mulrooney, and Zakariya Ansari
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 23–28, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-23-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-23-2025, 2025
19 Dec 2025
Morphotectonic Analysis of the Muchkundi River Basin, Ratnagiri District, Maharashtra, India: A Remote Sensing and GIS Approach.
Pratiksha P. Bagul, Okmar Parab, and Milind A. Herlekar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 29–37, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-29-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-29-2025, 2025
19 Dec 2025
AI and Drone-Based Monitoring in Mining: Redefining Environmental Baselines, Plantation Strategy, and Post-Closure Accountability
Subodh Bhakat, Abhyudaya Saxena, and Pranav Prem
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 39–50, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-39-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-39-2025, 2025
19 Dec 2025
Assessing Flood Risk and Emergency Preparedness in Gandak River Basin, Bihar, India using AHP
Bharvi Bhatt, Shital Shukla, and Joshal K. Bansal
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 51–58, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-51-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-51-2025, 2025
19 Dec 2025
Spatio-Temporal analysis of the Volcanic Eruption Zone using SAR Interferometric Technique
Satwik Bhattacharya and Sashi Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 59–64, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-59-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-59-2025, 2025
19 Dec 2025
A Deep CNN model for Landuse Landcover Classification for 4 Band Visible and NIR Datasets
Pranavi Chachra, Aparna Tiwari, and Minakshi Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 65–70, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-65-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-65-2025, 2025
19 Dec 2025
Characterization of Venus’ Surface Using Spaceborne SAR Data of Magellan Mission
Achinta Chakma and Shashi Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 71–76, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-71-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-71-2025, 2025
19 Dec 2025
Integrated Multi-Resolution DEM Generation: Merging Airborne LiDAR and CartoDEM for Seamless Terrain Modeling
Runjhun Chandra, Anil Kumar G., Nalini J., and Narender Bommineni
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 77–82, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-77-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-77-2025, 2025
19 Dec 2025
Geospatial Deconstruction and Predictive Modeling of Urban Morphogenesis in India’s Tier-2 Cities: A Multi-Decadal Remote Sensing-Based Entropy Analysis
Swapnesha Chaudhari, Komal Handore, and Pravin Kokane
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 83–93, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-83-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-83-2025, 2025
19 Dec 2025
Impact-Driven Multi-Criteria Decision Approach for Strategic On-Street Parking Placement
Prashant Chauhan, Salil Goel, and Stephan Winter
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 95–101, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-95-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-95-2025, 2025
19 Dec 2025
Forest Fuel Parameterization and Large-Scale Fire Simulation Modeling Using High- Performance Computing in the Himalayas
Manoj Chavan, Mohan Labade, Manish Kale, Vikas Kumar, Satish Pardeshi, and Manoj Khare
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 103–113, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-103-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-103-2025, 2025
19 Dec 2025
Assessment of Spatio-Temporal Dynamics of Drought Stress Anomalies Using Hyperspectral Imagery Fusion
Pragyi Choudhary, Rajesh Dhumal, and Soumyashree Kar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 115–129, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-115-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-115-2025, 2025
19 Dec 2025
Geographic Places to Semantic Spaces: Analysis of Geospatial Embeddings
Dilip Kumar Dalei, Sangeeta Shrivastava, and Narayan Panigrahi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 131–135, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-131-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-131-2025, 2025
19 Dec 2025
Navigating the Future: Intelligent Ship Detection through Multisensor Imagery and Deep Learning
Shreya Das and Aravinth R
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 137–142, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-137-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-137-2025, 2025
19 Dec 2025
Smart Harvest Monitoring of paddy Using UAV and ML in Bargarh District, Odisha
Aniruddha Debnath, Prakash Bhatt, Apoorva Tatia, Soundipta Das, Atul Annaji Nandeshwar, Kanai Das, and Rekha Rani
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 143–148, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-143-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-143-2025, 2025
19 Dec 2025
From Maps to Action: Using Geospatial Insights to Enable Community Greening for Urban Resilience in Pune
Harsh Desai and Shamita Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 149–155, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-149-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-149-2025, 2025
19 Dec 2025
Spatiotemporal Assessment of Urban Expansion Using Multi-Resolution Remote Sensing: Evidence from Tier-I Urban Growth Centres and the Hyderabad region
Tejas Anantrao Deshmukh and S.V.S. Sai Krishna
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 157–163, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-157-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-157-2025, 2025
19 Dec 2025
AI Integrated Web Application Development for OSM Change Detection: A Case Study of Luxembourg,Western Europe
Snigdha Dsouza, Gauri Deshpande, and T.P. Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 165–170, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-165-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-165-2025, 2025
19 Dec 2025
Towards Inclusive E-Waste Management: Linking Informal and Formal Systems
Esha Dalal and Anjana Vyas
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 171–178, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-171-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-171-2025, 2025
19 Dec 2025
Analysis of the micro Urban Heat Island effect
Sunil S. Fatehpur and Tarun Pratap Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 179–188, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-179-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-179-2025, 2025
19 Dec 2025
Landcover class extraction from Prisma hyperspectral data using Fuzzy Machine Learning Techniques
Harshaditya Gaur, Saloni Avaghade, Vinay Kumar, and Devendra Bhavsar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 189–194, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-189-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-189-2025, 2025
19 Dec 2025
A Generalized Guideline for Airborne LiDAR Data Quality Assessment: An Indian Perspective
Monika Gautam, Poonam Jayhind Pardeshi, Manohar Yadav, Suddhasheel Ghosh, and Bharat Lohani
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 195–202, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-195-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-195-2025, 2025
19 Dec 2025
A Deep Neural Network (DNN)-Based Waterlogging Detection on Road
Kedar Nagnathrao Ghogale, Vivek Singh Tomar, Prakhar Verma, Sivakumar V., and Sajeevan G.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 203–208, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-203-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-203-2025, 2025
19 Dec 2025
Assessing the Pedestrian Infrastructure for Integrated Visual Walkability of Kolkata Municipal Corporation using Deep Learning based Geospatial Artificial Intelligence (Geo AI)
Haimanti Ghose and Anu Rai
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 209–218, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-209-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-209-2025, 2025
19 Dec 2025
A Machine Learning-Driven Framework for Comparative Multi-Algorithm Classification and Spatial Suitability Modelling of Saffron Cultivation in Pampore Karewas
Chayanika Ghosh, Neeta Nandgude, Stutee Gupta, and Tarun Pratap Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 219–226, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-219-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-219-2025, 2025
19 Dec 2025
Illuminating Change: Using Satellite Nighttime Lights to Track Human Footprints in India’s Protected Area Buffers
Kojagoree Ghosh and Shamita Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 227–234, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-227-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-227-2025, 2025
19 Dec 2025
Exploring the Methodologies for Developing City Digital Twin for Sustainable Smart Cities: A Thematic Analysis
Komal Handore and Pravin Kokane
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 235–247, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-235-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-235-2025, 2025
19 Dec 2025
Quantification of Sugarcane Crop Water Footprint Using Remote Sensing and Machine Learning Techniques: Case Study of Kolhapur District, Maharashtra, India
Shrinivas Jadhav, Sahil K. Shah, Vidya Kumbhar, and T. P. Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 249–256, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-249-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-249-2025, 2025
19 Dec 2025
Geospatial Analysis of Coastal Inundation in Maharashtra Using DEM and IPCC Forecasts: A Google Earth Engine Approach for Climate Resilience
Anjali A. Jagtap, Sonali P. Kadam, Koyal Pandit, Yashri Swant, Aqsa Shaikh, and V Rajesh Chowdhary
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 257–262, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-257-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-257-2025, 2025
19 Dec 2025
Deep Transfer Learning for Forest Classification Using Multispectral Satellite Imagery
Rachna Jain, Arpit Mishra, Arya, Anushka Chaudhary, and Manohar Yadav
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 263–270, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-263-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-263-2025, 2025
19 Dec 2025
Geospatial for Conservation of Aravali Hills against Urban Development in Udaipur Region, Rajasthan, India
Seema Jalan and Giribabu Dandabathula
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 271–278, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-271-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-271-2025, 2025
19 Dec 2025
Hydrogeospatial and GRACE-Satellite Data Based Investigation of Groundwater Recharge Dynamics in Jalgaon, Maharashtra
Ajaykumar Kadam, Bhavana N. Umrikar, and Samarpita Sarkar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 279–286, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-279-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-279-2025, 2025
19 Dec 2025
Geospatial Analysis of Glacial Lake Area and Volume Changes in the Indian Himalayas
Sonali P. Kadam, Ravindra Kale, Sangram Patil, Jagruti Kumbhar, Gayatri Khedkar, Shravani Jagtap, and Jotiram Gujar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 287–292, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-287-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-287-2025, 2025
19 Dec 2025
Geo-Spatial Modelling of Groundwater Potential Zones Using MIF Method and ROC Validation in Semi-Arid Pune Region
Madhura Kanetkar, Pavankumar Suryawanshi, Sandipan Das, and Priyanka Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 293–299, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-293-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-293-2025, 2025
19 Dec 2025
Road extraction from satellite images using Deep Learning on HPC
Shankar Naik Rathod Karamtoth, Soham Rangdal, Prakhar Verma, Kedar Nagnathrao Ghogale, and Sajeevan G.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 301–306, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-301-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-301-2025, 2025
19 Dec 2025
A Comparative Geospatial Analysis of Urban Growth Patterns Across India's Different City Tiers for Citizen-Centered Governance and Sustainability
Karthik M. H., Nakul Ramanna, Bibang G. B., and Shwetha A
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 307–314, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-307-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-307-2025, 2025
19 Dec 2025
A Geospatial Framework for Assessing Urban Environmental Criticality: A Case of Kidderpore, Kolkata
Swadhina Koley and Mohit Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 315–320, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-315-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-315-2025, 2025
19 Dec 2025
A Study on Agricultural Fires and Aerosol Optical Depth in Peninsular India
Tharani Kotrike, Venkataramana Sridhar, and Myoor Padmanabhan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 321–326, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-321-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-321-2025, 2025
19 Dec 2025
Temporal Monitoring of Hydrocarbon Lake Extents on Titan’s Ligeia Mare Based on Cassini SAR Data
Ankit Kumar, Shashi Kumar, and Suneet Naithani
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 327–332, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-327-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-327-2025, 2025
19 Dec 2025
Identifying temperature ‘hotspots’ for increasing urban resilience to heat stress in Kolkata, West Bengal, India
Mohit Kumar and Swadhina Koley
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 333–339, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-333-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-333-2025, 2025
19 Dec 2025
Advancing Forest Structure Retrieval through Multi-Frequency PolInSAR and TomoSAR: Leveraging ESA’s P-Band Biomass and NASA–ISRO NISAR Missions
Shashi Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 341–349, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-341-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-341-2025, 2025
19 Dec 2025
Raman spectroscopic characterisation of leaves for plant species discrimination
Shashi Kumar, Vinay Kumar, Shefali Agrawal, and R. P. Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 351–356, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-351-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-351-2025, 2025
19 Dec 2025
High-Resolution Soil Moisture Mapping using MSAVI-LST based Triangle Method
Sonu Kumar, Rajendra Prasad, Jyoti Sharma, and Bharatkumar S. Prajapati
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 357–364, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-357-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-357-2025, 2025
19 Dec 2025
Quantifying and simulating urban growth through Multi-Temporal Land Use and Spatial Perspectives
Sanjana Kumbhare, Anita Gautam, and Bharath Haridas Aithal
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 365–374, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-365-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-365-2025, 2025
19 Dec 2025
Geospatial for Good: Empowering Citizens for Sustainable Urban and Rural Futures
Subrat Kumar Malick, Vishwas Chavan, and Shirish Ravan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 375–382, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-375-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-375-2025, 2025
19 Dec 2025
Shoreline Change Analysis of Amini Island, Lakshadweep Using Remote Sensing and GIS
Divya Mhalaskar and Rajani Panchang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 383–388, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-383-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-383-2025, 2025
19 Dec 2025
Assessing the Impact of Water Harvesting Structures on the Vegetation Dynamics of a Rural Area Using Geospatial Technologies
Sushant Mohod, Nishant Johare, Harsh Patil, and Reshma Raskar-Phule
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 389–396, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-389-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-389-2025, 2025
19 Dec 2025
Classification and Phenological Stage Monitoring of Grape Crop using Sentinel-1 and Sentinel-2 Time Series and Deep Learning Techniques
Shweta Mukherjee, Sahil K. Shah, T. P. Singh, and Vidya Kumbhar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 397–404, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-397-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-397-2025, 2025
19 Dec 2025
Unravelling Global Fire Regimes: Seasonal Mapping and Multi-Variable Characterization of Fire Activity
Athira V. Mukundan, Arijit Roy, Ajay Kumar, and Harish Chandra Karnatak
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 405–412, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-405-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-405-2025, 2025
19 Dec 2025
Implication of Geo Spatial Data in Urban mobility
Kruti Multani and Anjana Vyas
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 413–419, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-413-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-413-2025, 2025
19 Dec 2025
Characteristics of Monthly Climate Extremes in High Fire Frequency Biogeographic Zones of India
Madhusmita Murmu, Shailja Mamgain, Arijit Roy, Harish Chandra Karnatak, and Chandra Mohan Bhatt
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 421–428, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-421-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-421-2025, 2025
19 Dec 2025
Automatic Building Boundary Extraction from Point Cloud Data
Jagadeesan Nalini, Subbarayan Saravanan, Bommineni Narender, and Swaminathan Muralikrishnan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 429–438, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-429-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-429-2025, 2025
19 Dec 2025
Predicting Mangrove Degradation Under Anthropogenic and Climatic Stressors: A Google Earth Engine - Based Case Study from Pichavaram
Adrina Niceline R., Navendu A. Chaudhary, and T. P. Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 439–450, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-439-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-439-2025, 2025
19 Dec 2025
Potential of multi-source Geospatial data in Accurately Estimating the Live Storage Capacity of Reservoir
Nilima Ghosh Natoo, Prasun Kumar Gupta, and Bhaskar Ramchandra Nikam
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 451–457, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-451-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-451-2025, 2025
19 Dec 2025
Patch-Based Self-Supervised Learning for Road Damage Classification: A Case Study on the RDD2022 dataset of Indian test site
Poonam Jayhind Pardeshi, Shailja, Anushka Chaudhary, Arya, and Manohar Yadav
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 459–466, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-459-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-459-2025, 2025
19 Dec 2025
Species-wise Assessment of Above-Ground Biomass and Carbon Sequestration Potential in the Mangroves of Maharashtra, India
Satish Pardeshi, Manoj Chavan, Manish Kale, Manoj Khare, and Nikhil Lele
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 467–478, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-467-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-467-2025, 2025
19 Dec 2025
Enhancing coastal resilience through comprehensive Mangrove Management using Multi temporal satellite images and geospatial techniques
Krutik Pastagiya, Danny Savla, and Yogita Shukla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 479–489, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-479-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-479-2025, 2025
19 Dec 2025
Design and Implementation of a Geospatially Enabled Blockchain Application for Land Record Management
Malhar Patel, Anjana Vyas, and Sweata Katwala
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 491–496, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-491-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-491-2025, 2025
19 Dec 2025
The Illusion of Legal Rights: Regulating AI-Powered Satellite Surveillance to Protect Privacy, Sovereignty and Security
Alka Patil, Eshan Borikar, and Mangala Venkatraman
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 497–502, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-497-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-497-2025, 2025
19 Dec 2025
AI Nudges and Sustainable Choices: A Behavioral Layer to Strengthen ESG with Geospatial Insight
Kaustubh Patil, Ayush Sharma, and Trapti Tawar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 503–510, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-503-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-503-2025, 2025
19 Dec 2025
Geospatial Machine Learning Models for Integrated Landslide Risk and Asset Exposure Assessment
Swastika Vinayak Pawar and Aravinth R.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 511–520, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-511-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-511-2025, 2025
19 Dec 2025
Offline and Cross-Platform Location-based services for Healthcare: A Progressive WebApplication (PWA) Approach
Soujanya Pisipati, Kapil Oberai, Rob Lemmens, and Carmen Anthonj
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 521–528, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-521-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-521-2025, 2025
19 Dec 2025
Machine Learning Based Aircraft Detection using SAR & Optical Images
Madhura Rane and Shashi Kumar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 529–535, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-529-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-529-2025, 2025
19 Dec 2025
Rooftop Segmentation using Geospatial Artificial Intelligence for Rural India
Soham Rangdal, Prakhar Verma, Vivek Singh Tomar, Shankar Naik Rathod Karamtoth, Kedar Nagnathrao Ghogale, Sivakumar V., Biju C., Jitendra Mhatre, and Sajeevan G.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 537–542, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-537-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-537-2025, 2025
19 Dec 2025
A case study on Monitoring and Tracking Election Polling Booths Using GIS in Telangana, India
V. V. Srinivasa Rao, Suhas M. Kharad, Ravi Chandra, M. B. Ramalu, Surekha Bezawada, Sathu Vamshi, and Krishna Bheemidi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 543–548, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-543-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-543-2025, 2025
19 Dec 2025
Waste Management using AI: Optimizing Sustainability through Innovation
Madhuri Reddy and Shrikant Charhate
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 549–556, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-549-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-549-2025, 2025
19 Dec 2025
Assessing Universal Accessibility of built environment though sentiment analysis at post-industrial disaster site – A case of UCIL, Bhopal, Madhya Pradesh
Kakoli Saha, Pavan Kumar C., and Ratnesh Kerudkar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 557–563, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-557-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-557-2025, 2025
19 Dec 2025
GeoSpatial Conversational Agents Empowering Rural and Urban Sustainability in India
Jaya Saxena and G. S. Rao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 565–570, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-565-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-565-2025, 2025
19 Dec 2025
Spatial Data Infrastructure for Sustainable Development: Evaluating PM Gati Shakti as India’s Geospatial Framework
Piyush Shah, Jenish Patel, Janki Adhvaryu, and Jay Prajapati
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 571–576, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-571-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-571-2025, 2025
19 Dec 2025
Classifying Roof Types from Orthophotos: A Swin Transformer-Based Approach
Shailja, Manohar Yadava, Ramji Dwivedi, and Poonam Jayhind Pardeshi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 577–584, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-577-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-577-2025, 2025
19 Dec 2025
AI-Based Space Weather Prediction for Satellite Protection
Rachana Ramesh Shirke and Veena Parihar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 585–595, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-585-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-585-2025, 2025
19 Dec 2025
Spectral Characterisation of Banded Iron Formations (BIFs) in Southern Bundelkhand Craton, India: Implications for Martian Surface Exploration
Shiwangee, Adnan Ahmad, and Archana M. Nair
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 597–603, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-597-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-597-2025, 2025
19 Dec 2025
Climate Driven Vegetation Shifts Across High-Altitude Zones for Sustainable EcosystemResilience of the Garhwal Himalayas over last 50 years using Multi - Temporal Remote Sensing and AI/ML techniques
Aaryan Shukla, Agyeya Shukla, Navin Kumar P. J., Danny Savla, and Yogita Shukla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 605–612, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-605-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-605-2025, 2025
19 Dec 2025
Spatio-Temporal Analysis of Climate Variability on Vegetation and Land Use Using LISS-IV Satellite Imagery (2013–2025) with AI/ML-Based Change Detection in the Western Himalayan Region
Agyeya Shukla, Aaryan Shukla, Danny Savla, Navin Kumar P. J., and Yogita Shukla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 613–628, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-613-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-613-2025, 2025
19 Dec 2025
Application of UAV based High Resolution DEM for Flood Management – Case of Mata-no-Madh, Kachchh, Gujarat India
Paritosh Shukla, Ripal Chavda, Milan Gautami, and Sheetal Solanki
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 629–636, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-629-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-629-2025, 2025
19 Dec 2025
Spatial Distribution and Coverage of Urban Green Spaces: Public Parks in Pune
Sharvari Shukla, Smita Kale, Raja Sengupta, and Prasad Pathak
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 637–642, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-637-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-637-2025, 2025
19 Dec 2025
Emerging Trends in Remote Sensing and Geospatial Technologies for Construction Industry: A Comprehensive Review
Shwetha A., Karthik M. H., Nakul Ramanna, and Bibang G. B.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 643–656, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-643-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-643-2025, 2025
19 Dec 2025
Land Use and Water Storage Dynamics in the Krishna River Basin: Insights from Satellite Observations and Machine Learning
Venkataramana Sridhar, Kuruva Satish Kumar, Christopher Zobel, Aditya Tyagi, Venkata Reddy Keesara, and Myoor Padmanabhan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 657–663, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-657-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-657-2025, 2025
19 Dec 2025
Revitalizing Urban Commons: A Geospatial and Policy-Driven Framework for Public Space Sustainability in Indian Cities
Palak Upadhyay and Anjana Vyas
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 665–670, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-665-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-665-2025, 2025
19 Dec 2025
Spatial Mapping of Saltwater Intrusion in Coastal Odisha, India using Hydrochemical Signatures and Machine Learning Tools
Suhani Srujanika, Rasika Masare, Payal Waindeshkar, Amit V. Shirke, Prabhu Prasad Das, and Bhavana Umrikar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 671–678, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-671-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-671-2025, 2025
19 Dec 2025
Landfill Suitability Mapping using Satellite Imagery and Machine Learning Techniques: A Case Study for Delhi-NCR, India
Kunal Tanwar, Palak Attri, Sahil K. Shah, and T. P. Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 679–686, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-679-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-679-2025, 2025
19 Dec 2025
Irrigation Water Conveyance System: Digital Twin, Vegetation Dynamics in Irrigation Command Area
Paru Thakker, Sheetal Solanki, Ripal Chavda, Parth Patel, Mittal Bodar, Ajay Chaudhary, and Paritosh Shukla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 687–694, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-687-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-687-2025, 2025
19 Dec 2025
Leveraging Geospatial Insights for Enhancing Tourism Planning: A Locational Perspective on India’s Tourism Schemes
Akansha Upadhyay and Anjana Vyas
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 695–700, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-695-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-695-2025, 2025
19 Dec 2025
HPC-enabled Deep Learning Multi-model for Road Damage Detection
Prakhar Verma, Shreya Chaturvedi, Sivakumar V., and Sajeevan G.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 701–706, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-701-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-701-2025, 2025
19 Dec 2025
Habitation Boundary Extraction using Geospatial Artificial Intelligence on HPC
Prakhar Verma, Sivakumar V., Vivek Tomar, Soham Rangdal, Kedar N. Ghogale, Biju C., Jitendra Mhatre, and Sajeevan G.
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 707–712, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-707-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-707-2025, 2025
19 Dec 2025
Contemporary Geospatial Technologies for Urban Planning and Infrastructure Development
Shipra Verma
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 713–718, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-713-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-713-2025, 2025
19 Dec 2025
Impact of Land Use Changes on Groundwater Recharge in Deccan Basaltic Aquifers from Western India
Payal Waindeshkar, Bhavana Umrikar, Suhani Srujanika, and Amit Shirke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 719–723, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-719-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-719-2025, 2025
19 Dec 2025
Introducing Shape Descriptors of Spectral Reflectance Curve (DSRC) for Improving Image Classification Accuracy
Parviz Zeaieanfirouzabadi and Mohsen Salahian
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5/W2-2025, 725–731, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-725-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-725-2025, 2025
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