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Research Students Projects on MSc in Geoinformatics - SIG

M.Sc. in Geoinformatics

Sr.
No.

PRN

Student Name

Title of the Project
1 22070241003 Abhik Naskar Flood Hazard Mapping In Kamrup Metropolitan And Kamrup District Of Assam Using Sentinel-1 SAR Data
2 22070241004 Adrija Dawn Shivaji nagar Pune Property Guide: WebGIS Portal and Dashboard Insights for Buyers
3 22070241005 Anima Chowdhury Flood Modelling Assessment using Geospatial Technology for a part of Godavari River Basin (upper)
4 22070241006 Anisha Maji Landslide Susceptibility Mapping using Geospatial Techniques in Tehri Garhwal and Rudra Prayag districts, Uttarakhand, India
5 22070241007 Ankita Basak Geometric network to utility network data preparation using geospatial technology
6 22070241008 Ankita Dasgupta Towards Sustainable Cities”: Deep Learning-Enabled Assessment and ranking of solar potential in Indian Urban Centres.
7 22070241009 Antara Dey Strategic Urban Development: A GIS Approach to Site Suitability Analysis for Informed Growth Planing
8 22070241010 Anusha Haque Flood Susceptibility Mapping of Uttarakhand using Machine Learning Algorithms
9 22070241011 Anushka Sinha A Geospatial Approach to Understanding Forest Fire Dynamics with Google Earth Engine in Nainital district, Uttarakhand, India.
10 22070241012 Anusmita Dey Integrated Spatial Analysis for Sustainable Forest Management: Deciphering Forest Fragmentation and Canopy Density Modeling in the Indian Sundarbans, West Bengal
11 22070241013 Anwesha Saha Optimizing Waste Management in Rural Areas: A GIS-based Approach for Smart Waste Collection in Kurukali Village.
12 22070241014 Aparajita Ghosh GIS-Based Analytical Hierarchy Process (AHP) Approach for Identifying Potential Eco-Tourism Locations in Idukki District, Kerala, India
13 22070241015 Apoorva Chaudhary Assessing the Deforestation and Dynamics : A Case Study of Nainital
14 22070241016 Arenla Longchar A deep-learning approach for detecting coal mining activities and temporal analysis through an interactive web application in Changki Valley, Nagaland.
15 22070241017 Arijit Sarkar Evaluation of Key Indicators of Smart Waste Collection Using GIS Techniques as a Planning and Control Tool.
16 22070241018 Atreyie Dhara Development of Android Application for Data collection And Daily Life uses Using Mobile GIS
17 22070241019 Avisikta Majumder Transforming Traditional to Digital Out-of-Home Advertising: A Case Study of Integrating GIS Technology
18 22070241020 Ayushi Jaiswal Monitoring Pune's Urban Green Spaces: a comprehensive analysis of local and regional development patterns
19 22070241021 Ayushka Banik Delhi Environmental Insights: An Application for Interactive Visualization
20 22070241022 Babli Basak Modelling agricultural land suitability using RS and GIS in conjunction with bivariate techniques for pearl millet in Jaipur (Rajasthan), India
21 22070241023 Banashree Saren Urban Flood Risk Assessment in Flood-Prone Areas of Assam Using Geospatial Technology - A Case Study of Kamrup Metropolitan District
22 22070241024 Barnima Das Enhancing Disaster Preparedness and Response during Peak Forest Fire Season using Forest Fire Risk Zonation Mapping Techniques
23 22070241025 Bidipta Dutta Eco-Urban Dynamics: Analyzing Biodiversity and Urban Growth through Night-Time Light Emission
24 22070241026 Brinda Banerjee Vulnerability Risk assessment of tropical cyclone using spatial analysis method in Balasore (Odisha), India
25 22070241027 Damayantee Roy Landslide Vision: Interactive Monitoring for Safety.
26 22070241028 Debanjali Gupta Water Quality Monitoring and Water Surface Area Visualization Application using Google Earth Engine
27 22070241029 Debanu Ghosh Data Readiness Assessment and Data Mapping: The first two step in Data Migration from Geometric Network to Utility Network
28 22070241030 Dipanwita Das A Geospatial Analysis of land subsidence through Groundwater Depletion and Remote Sensing in Kolkata and its sub regions
29 22070241031 Ganesh Nandakumar Kartha Geospatial Analysis of Solid Waste Management in Pune Municipal Corporation
30 22070241032 Granthana Paul Flood Detection in Lakhimpur District, Assam Using Sentinel-1 SAR Data
31 22070241034 Jaya Nidhi Kandir A Comprehensive Risk Assessment Framework for Multiple Natural Hazards
32 22070241035 Jiban Ray Flood Hazard Mapping Using GIS and AHP Technologies in Morigaon, Naogaon and Karbi District, Assam.
33 22070241036 Khushi Kaushik Smart Surveillance: Real-Time Road Killed Wildlife Detection using Mobile Mapping System
34 22070241037 Komal Meena Assessing Future Assets Risks in Mumbai under RCP Scenarios: A Climate Value at Risk Approach
35 22070241038 Koushiki Ghoshal Water Crisis and Water Security in the city of Hyderabad using Geospatial Techniques
36 22070241039 Madhulika Smriti Developing tools and applications for snow clearing and tracking App
37 22070241040 Mandira Chakraborty Rising Threats: Sea Level Projections and Coastal Vulnerability Analysis for Miami Beach
38 22070241043 Md Towfiq Earthquake potential zones identification using MCDA Machine Learning and Geospatial techniques in Sikkim
39 22070241044 Meha From Subtle Shifts to Catastrophic Collapse: Pre-Event Monitoring of Tupul Landslide via SAR Interferometry
40 22070241045 Misal Digvijay Anna Application of Night-time Light data and Machine Learning to predict Economic Classes in Maharashtra at Subdistrict level
41 22070241046 Monalisa Sarkar Assessing Future Airport Sites: A GIS-Based Analysis for Greenfield International Airports in Raigad and Kanchipuram.
42 22070241047 Mou Garai Flood susceptibility mapping using machine learning boosting algorithms and Geospatial techniques -A Case Study of Subarnarekha River Basin
43 22070241048 Moumita Dey Drone survey for mapping forest land.
44 22070241049 Mulkar Harshad Anirudha Monitoring Urban Green Spaces Using Remote Sensing Satellite Data
45 22070241050 Muvvala Ranjeeth High resolution vegetation index mapping using data fusion of LISS-4 multispectral and Drone orthomosaic
46 22070241051 Neha Arong Unraveling the Environmental Impact of Night Time Light Emission
47 22070241052 Oishani Chatterjee Investigating Linkage Between Flash Drought And Soil Moisture Using Earth Observation And Machine Learning
48 22070241053 Piyush Malvi Mapping And 3D Visualization using Open Source WebGIS
49 22070241054 Pramita Dasgupta An Inclusive Approach Towards Impact of Climate Alterations Over Indian Sundarbans, West Bengal.
50 22070241055 Pritha Mukherjee Comprehensive Urban Flood Mapping and Run-off Analysis using the SCS-CN Method, a case study of Pune.
51 22070241056 Priya Kherwar Enhancing Electric Data Integrity: Error Cleanup and Tier Establishment in Geometric Network to Utility Network Migration with Subnetwork Creation
52 22070241057 Rakesh Menon K P SDSS Prototype for Watershed Management in Udaipur District, South Rajasthan
53 22070241058 Ritwika Chakraborty Extraction of Urban Quality of Life Indicators Using Remote Sensing and Machine Learning: The Case of Al Ain City, United Arab Emirates (UAE)"
54 22070241059 Riya Hodawdekar Mohan Green Oasis: Analyzing the Multi-faceted Impacts of Parks on Communities through Survey and GIS Analysis
55 22070241060 Ronik Karmakar Fusion of Dual Polarized SAR Data and Multispectral Data and it's Comparison with Landsat Imageries for Land Cover Extraction
56 22070241062 Rubesh Mallik Groundwater Potential Zone Mapping
57 22070241063 Rupsha Karmakar Spatial Analysis of Rooftop Suitability for Solar Photovoltaic Installation in New Zealand integrating Lidar and Geospatial Approach
58 22070241064 Sampada Ajay Shastri Tracing Urban Development's Footprint on Groundwater Pollution: A Case Study of Delhi's Groundwater Scenario
59 22070241065 Samprita Maji Urbanization development in Maharashtra using Night Time Light data
60 22070241066 Samudra Roy Crop Type And crop Health Monitoring Using United states Department Of Agriculture Dataset And Machine Learning Approaches In United States Of America
61 22070241068 Shraddha Pradhan Electric Data Mapping and Migration from Geomteric Network to Utility Network in the city of Greeley, Colorado
62 22070241069 Shreyashi Rani Maity Integrated Simulation and Analysis of Transmission and Distribution Networks for Mahad Industrial Areas: Identifying Challenges and Proposing Remedial Measures for MIDC
63 22070241070 Sneha Chaudhury Fine-Tuning Segment Anything Model(SAM) for Enhanced Image Segmentation
64 22070241071 Sneha Ghosh Location suitability including the criteria for development of new single-line BG alignment- by NER: Tanakpur to Bageshwar, Uttarakhand
65 22070241072 Sneha Halder Assessing Urban Sprawl Dynamics in Ahmedabad: A Shannon Entropy Approach to Analyze Growth Impact on Environmental Parameters
66 22070241073 Sneha Mondal UAV Based Photogrammetric Mapping and 3d Modelling of Urban Building
67 22070241074 Sreetama Kundu Integrating Forest Fire Risk Assessment for Urban Planning: A Spatial Analysis for Chhattisgarh using geospatial techniques
68 22070241075 Sudeshna Manna Sessment And Predication Of Urban Heat Island In Context Of LST And Lulc Change Using Google Earth Engine on Delhi-NCR
69 22070241076 Tanisha Paul Modelling Soil erosion using Google Earth Engine- A study of Dwarakeshwar-Rupnarayan River Basin.
70 22070241077 Tarun Jain Comparative Analysis of Geometric Network to Utility Network Data Migration: Evaluating RMSI and ESRI Tool
71 22070241078 Thidhiksha S S Analysis of domestic water supply & future demand dynamics of Bengaluru city
72 22070241079 Utkarsh Sanjay Singh Spatiotemporal Analysis of Urban Heat Island Effects and Land Surface Dynamics in Hyderabad and Secunderabad Using Remote Sensing Techniques
73 22070241080 Wadghane Machhindranath Integrated Sewerage Pipeline System for Sustainable Wastewater Management Using GIS technology Case study : Ambaranath MIDC

Sr.
No.

PRN

Student Name

Title of the Project
1 21070241001 Adeeba Mumtaz Ground Water Quality Assessment and Analysis using Geo-statistical techniques for Pune, Maharashtra
2 21070241002 Aishwarya Sinha Web Application for RO Mapping of CNG/BIO-CNG Facility
3 21070241004 Anyesha Roy choudhury Spatial temporal variability of flash drought events over India for the years 1980 - 2021
4 21070241006 Asmita Das Using geospatial technology for identifying site suitability of KT Weir of Apti Dam on Ulhas River
5 21070241007 Astha Sonalika Applying geospatial techniques for potential CNG petrol pump locations in mega and metro cities of India
6 21070241008 Benin Geo-Intelligent Tool to predict ground water quality using Machine Learning techniques
7 21070241009 Anirudh Krishnaraj Bhat Detecting Spatio-Temporal Change In Climatic Variables Over Amazon Basin Using GIS Based Integrated Approach
8 21070241010 Bhoomika Singh ASSESSMENT OF CHANGE IN NDVI OVER THE PARVARA RIVER BASIN IN THE CONTEXT OF CLIMATE CHANGE USING THE GOOGLE EARTH ENGINE
9 21070241011 Bipasha Das Site Suitability Analysis of Tea Plantation of Kurseong using AHP and GIS Techniques
10 21070241012 Bishakha Kundu Detecting spatio-temporal change in climatic variables and understanding the navigational factors affecting North American Arctics
11 21070241013 Carina Jose Drone LiDAR surveying for planning and designing of a hill road - A case study for Sonawade ghat road in sindhudurg district
12 21070241015 Debanjoli Das Roy Multi criteria approach for analyzing the direction of growth in human settlements in Noida
13 21070241016 Divyanika Vats Mineral exploration of li pegmatite and Granitite using Remote Sensing Techniques- Case study of Katghora Chattisgarh
14 21070241017 Feba Treasa Jose Evolutionary Optimisation Algorithms for hyperspectral band selection
15 21070241018 Gideon Kenny Mylliemngap Topographic Survey using Aerial Lidar for feasibility if road construction in hilly terrain - A case study in Sangamner
16 21070241019 Goutham G R Analysis of Volcanic Hazards and Emergency Evacuation Route Planning using GIS techniques
17 21070241020 Hemlata Dhami Analysis of the Pashan Panchvati to Kothrud Connecting Tunnel-A Case Study
18 21070241021 Himanshu Gupta Digital Mapping and asset management of water utility network for Barvi Mumbai Metropolitan region area using Geospatial Technology
19 21070241024 Ipshita Ray "ASSESSING GROUNDWATER POTENTIAL ZONES USING GIS AND REMOTE SENSING TECHNIQUES IN HAVELI TEHSIL OF PUNE,MAHARASHTRA"
20 21070241025 IVATURI SIDDHARDH K. Downscaling of the Grace Satellite Data Using Machine Learning for the Analysing Water resources
21 21070241027 Kanad Ghosh Mapping the Expansion: A Geospatial Analysis for New Titan Stores in India.
22 21070241028 Shiv Ashish Karnik Detecting spatiotemporary changes caused by tropical cyclone over Indian coastal region
23 21070241029 Krittika Sarkar Site Suitability Analysis for Tea Cultivation in Sivasagar, Assam using AHP and GIS Techniques.
24 21070241030 L A Archita Prediction of El Nino Southern Oscillation using LSTM statistical Techniques
25 21070241031 Maithili S Joshi "Deep Learning Approaches for Waste Classification: A ResNet-based Analysis"
26 21070241033 Meet Patel Urban Building Energy Modelling of Sanpada
27 20070241034 Nalin Ranjan Making of Brahmapur zone maps and water network map for WATCO
28 21070241035 Rini Naik Identification of potential shrimp farming sites in Ratnagiri district, Maharashtra using multi criteria GIS approach
29 21070241036 Nivadita Sen "Development of Reusable widgets for preparation of interactive dashboards in WebGIS applications"
30 21070241037 Oindrila Sengupta Determining the effect of urban growth on shrinkage of East Kolkata wetlands area, Using geospatial technology
31 21070241038 Pooja G Nair Toposurvey using Lidar for the development of transportation infrastructure :- A case study of the proposed Jakhalabandha- Badulipar Rail line
32 21070241039 PRACHI "Identification of Groundwater Potential Zones Using RS, GIS and AHP Techniques: A Case Study in Vidisha District of Madhya Pradesh, India"
33 21070241040 Pratiti Bhattacharya Assessment of land use and land cover dynamics, Urban Sprawling and Environmental Condition of Kolkata Municipal Corporation, West Bengal , India
34 21070241042 Priyanka Karmakar Identification of potential groundwater zone in Nashik district of Maharashtra state using geospatial analysis.
35 21070241043 Varad Purandare Geo-intelligent Model for Habitat Suitability
36 21070241045 Risa Palit Classification and Detection of Mangroves using Deep Learning along Mumbai and its adjoining areas.
37 21070241046 Sanchita Das CORRIDOR MAPPING OF EXISTING TRANSMISSION HT LINE, A CASE STUDY OF KANDLA, GUJARAT
38 21070241047 Sannati Sawoo Analyzing The Change Of LULC And It's Effect On LST In Visakhapatnanm City - A study Of 2009 and 2019
39 21070241048 Sayani Mukherjee Ground Water Quality Assessment and Analysis using Geo-statistical techniques for Pune, Maharashtra
40 21070241049 Sayani Pal A Comprehensive Integration of Geospatial Technology and Machine Learning Algorithms in Demarcating Groundwater Potential Zones of Pune District, Maharashtra, India.
41 21070241050 Moheiba Shaikh Flood Susceptibility Mapping using Geoprocessing tools to Map Flood Risk Areas of Gajapati District of Odisha
42 21070241051 Shrestha Das "GIS BASED DRONE SURVEY OF NEW PROPOSED KT WEIR AT HARCHARI DAM & IDENTIFICATION OF SUBMERGENCE AREA OF LAND PARCEL ."
43 21070241052 Sraosee Manna Identifying Climatic Niche Shift of the Endemic Avifauna of Western Ghats: An Ensemble Modeling Approach with biomod2.
44 21070241053 Sreoshi Bhattacharyya "Mapping the distribution of ‘ursus arctos’ in the Western Himalayas using MaxEnt algorithm"
45 21070241054 Sriparna Pain Exploring linkage between drought and soil moisture over 21 years (2002-2022) using earth observation technique : A case study of Ahmednagar
46 21070241055 Srishti Real Time Mapping Chlorolphyll a in the Brahmaputra River using google Earth Engine
47 21070241056 Sristi Choudhury Assessing Forest cover vulnerability in Pauri Garhwal District of Uttarakhand using AHP Model technique
48 21070241057 Sugam Samriti Banchta Land subsidence Mapping in Joshimath Region of Chamoli, Uttrakhand
49 21070241058 Pavankumar Suryawanshi Prediction of groundwater potential zones in the Pune District using AHP and MIF technique
50 21070241059 Tejas Kapoor Site Suitability Analysis for creation of New and Modern Airports in Pune and Patna
51 21070241060 Trisha Nandan Evaluating the measurement of litterfall in the Sahyadri region of Maharashtra through the utilisation of remote sensing data
52 21070241061 Upali Baral Water quality assessment of Chilika Lake using geospatial technique
53 21070241062 Akshay Hemant Vaidya Visualising city gas distribution network using web-gis.
54 21070241065 Brinda Kashyap "“Habitat suitability AND LANDSCAPE CONNECTIVITY MODELLING OF GREATER ONE-HORNED RHINO CONSERVATION IN KAZIRANGA NATIONAL PARK”-A SPATIALLY EXPLICIT APPROACH
55 21070241066 Kamaldeep Estimation of soil erosion using RUSLE model - case study of Tapi river basin
56 21070241067 Supriti Samanta High performing web maps in Enterprise GIS
57 21079241069 Puja Banerjee Web GIS application for water utility management system
58 21070241070 Tripti Spatial pattern assessment of forest fire in Uttarakhand using Analytical hierarchy process of Uttarakhand

Sr.
No.

PRN

Student Name

Title of the Project
1 20070241001 Aishwarya Rai Forest Fire and smoke Map with Real-Time GIS for Weather Information Web-Based Application
2 20070241003 Akanchha Vaishali Glacial Lake and glacial outbrust flood in Himalayan basian using remotes sensing & GIS Technquies
3 20070241004 Amiya Kumar Mohan Flood Zone Risk Analysis of Rudraprayag, Uttarakhand
4 20070241005 Amlan Ghosh Changing Agricultural Area with Surface Irrigation:A Study of Damodar River Basin.
5 20070241006 Angoja Ghosh The Change Detection on Geographic And Socio-Economic Environment In North Eastern India
6 20070241007 Anju Unnikrishnan The Forest Fire Monitoring And Risk Assesment using GIS & Remote Sensing Techniquies
7 20070241009 Ashmita Ghosh River Bank Failure Analysis of Bhagirathi Hugli River in Lower Ganga Detla
8 20070241011 Swarada Badhe Quantifiaction of Human WildlifeConflicts [HWC] in India uisng geospatial Technology & Field Data:A Case study from Nagarhole Tiger Reserve [NTR], Western Ghats,
9 20070241012 Barna Sarkar Forest Fire Mapping & Monitoring of Deforestation using Remote sensing & GIS Techniques in the District of Deograh, Odisha, India.
10 20070241013 Barnali Saha Assesment of Crop Health & Productivity Dynamics using Geospatial Technology & Machine Learning
11 20070241014 Bedatrayee Chatterjee Topographic Effect Analysis of Solar Radiation to Asess Optimum Solar Potential
12 20070241016 Chimaladinne Vinaya Hyderabad City Future Greening using Geopatial Modeling
13 20070241017 deepanwita dutt Prediction of Road Accidents Hotspots in Mumbai, using Forest Algorithm &Gestis-Ord Gi*
14 20070241018 Deepsikha Dey Application of Markov Chain model for the analysis for Urban Growtrh in Banglore, Karnataka
15 20070241019 Dipisha Bose Business locations in Major Cities of Bangladesh
16 20070241020 Disha Jha Storm Surge Vulnerability Assessment of Coastal District Kutch,Gujarat using Remote Sensing & GIS
17 20070241022 Gayatri K.P Analysis Comparison and Change Detection of Urban Sprawl ofChennai city in the years 2001 & 2021
18 20070241023 Riddhi Gujar Drainage Morphometric Analysis using GIS & Remote Sensing Techniques for Pravara River Basin & Upper Godavari River Basin
19 20070241024 Harsimran Kaur Developing a R-Based Framework for mapping flood for Tapovan Region Uttarakhand
20 20070241025 Jaita Chandra Forest Fire Susceptibility Mapping for selected Districts of Chhattisgarh
21 20070241027 Deepali Joshi A Correlation Analysis between Land Cover Indices & Land Surface Temperature of Udaipur & Delhi Pre & Post Pandemic
22 20070241030 Kunal Seth GIS in Electrical Distribution Network System
23 20070241031 Manika Sarkar Identifying Per- Urban Growth in English Bazar Urban Agglomeration, West Bengal,India
24 20070241035 NG Gayathri Geospatial Technologies in Analyzing Open Cast and Underground Coal Mines of Singrauli, Madhya Pradesh, India
25 20070241037 Parth Urban Expansion Impact on Agriculture: A Case Study on Nagpur City
26 20070241038 Mustafa pipaliya Morphometric Prioritization of Sub- Water-sheds using a Fuzzy Analytic Hierarchy Process & Integrated Assessment of Extreme Events of Rainfall & Morphometric Characteristics in the Brahmani River Basin
27 20070241039 Shravan Prabhu Using Synthetic aperture radar for effective flood management & comparative analysis between SAR & optical imageries: Assam 2020 flood case study approach
28 20070241041 Priyanka Das Bell Project
29 20070241042 Rachita Mondal Telecon Mc Turnkey
30 20070241044 Raunak Landslide Susceptibility Mapping in Almora District [Uttarakhand] using a set of Geoprocessing tools & a weighted overlay analysis technique
31 20770241045 Retinaa Halder Remote Sensing Based Technical Report on Mid - Season Adversity due to Pests/Diseases in Red Gram Corp in Latur District
32 20070241047 Rupsa Chanda Spatial Temporal Changes of land Surface Temperature & Land Cover for Kolkata [2010-2020]
33 20070241048 Sadaf Khan Forest Fire Risk Modeling using GIS & Remote sensing of two major lanscapes of Himachal Pradesh
34 20070241049 Sanchari Das Comparative Study of Temporal & Spatial Changes in Urbanization & its Impact on the environment among different cities across the globe
35 20070241051 Sayandeep Rakshit Spatio-Temporal Analysis & Assessment of Mangrove Forest Cover Changes From 2001-2021 A Case study in Indian Sundarbans Deltaic Region
36 20070241052 Seshanth. R Monitoring Land Subsidence in Chennai City using Mutli-Temporal Differential Interferometric Synthetic Aperture Radar Technique
37 20070241053 Vidhi Shah Land use & Land Cover Dynamics of the years 2002 & 2022 0f Vadodara district.
38 20070241054 Shatarupa Ghosh A Mobile-Based System for locating suitable site for EV Charging Station Using Open Source Geospatial Technology: A Case study of Pune District
39 20070241056 Shreyasee Dutta Modeling Spatial- Temporal Urban Growth Using GIS & Remote Sensing Techniques
40 20070241057 Sreemoyee Das Monitoring of the Changing Pattern of Land-Use Land Cover & Urban Growth Dynamics of Raiganj city,India
41 20070241059 Srilekha Bhunia Site suitability analysis for the Solid Waste disposal in Banglore Urban District
42 20070241061 SUBHAM MAJHI Flood Risk Assessment using GIS & Remote Sensing: A case study of Hoogly District, West Bengal
43 20070241062 Sudipto Roy An Assessment of Forest Fire & its impact on Wildlife in Mirzoram
44 20070241063 Tiasha Ganguly Smart City Mapping
45 20070241064 Sukanya De Site Suitability for analyisis for Farmlands in Agro-climatic zone of Andhra Pradhesh using Geo-spatial Techniques
46 20070241066 Upasana Dasgupta Effects of Deforestation and climate change on forest cover over Selangor and Pahang Malaysia
47 20070241067 Urmi Ganguly Assessment of Crop Loss Vulnearbility using Geo-spatial Technology & machine Learning
48 20070241070 Pallapati Dhanush Modeling the APE, LANGUR Species And FLYING SQUIRRELS of SOUTHEAST ASIA under the influence of Climate change from 1970-2080
49 20070241071 Peral Swaminathan Analyzing Urban sprawl using Geospatial Technology for Pune District in Maharashtra