Journal of the Indian Society of Remote Sensing

Article	Citations
Summer Maize Mapping by Compositing Time Series Sentinel-1A Imagery Based on Crop Growth Cycles	73
Deep Learning Based Supervised Image Classification Using UAV Images for Forest Areas Classification	70
Cause and Process Mechanism of Rockslide Triggered Flood Event in Rishiganga and Dhauliganga River Valleys, Chamoli, Uttarakhand, India Using Satellite Remote Sensing and in situ Observations	51
Anthropogenic Land Use and Land Cover Changes—A Review on Its Environmental Consequences and Climate Change	51
Flood Susceptibility Analysis in Chennai Corporation Using Frequency Ratio Model	48
Urban Heat Island Dynamics in Response to Land-Use/Land-Cover Change in the Coastal City of Mumbai	47
Flood Mapping Using Relevance Vector Machine and SAR Data: A Case Study from Aqqala, Iran	43
COVID-19 Pandemic and City-Level Nitrogen Dioxide (NO2) Reduction for Urban Centres of India	40
Investigating the Effect of Lockdown During COVID-19 on Land Surface Temperature: Study of Dehradun City, India	37
Agricultural Field Extraction with Deep Learning Algorithm and Satellite Imagery	36
Review of Geospatial Technology for Infectious Disease Surveillance: Use Case on COVID-19	34
Accuracy of Unmanned Aerial Systems Photogrammetry and Structure from Motion in Surveying and Mapping: A Review	34
Detection of Oil Pollution Using SAR and Optical Remote Sensing Imagery: A Case Study of the Persian Gulf	31
Assessment of the Ecological Footprint of Eskisehir Technical University–Iki Eylul Campus	26
Landslide Susceptibility Mapping Using Machine Learning Algorithm: A Case Study Along Karakoram Highway (KKH), Pakistan	26
Application of DRASTIC and Modified DRASTIC Models for Modeling Groundwater Vulnerability of Malda District in West Bengal	25
Measuring Urban Land Use Change and Sprawl Using Geospatial Techniques: A Study on Purulia Municipality, West Bengal, India	25
Object Detection and Tracking with UAV Data Using Deep Learning	24
Image Stitching using AKAZE Features	23
Soil Erosion Estimation in Arid Area by USLE Model Applying GIS and RS: Case of Oued El Hamma Catchment, South-Eastern Tunisia	22
Spatial–Spectral Image Classification with Edge Preserving Method	21
A Spatio-Temporal Assessment and Prediction of Surface Urban Heat Island Intensity Using Multiple Linear Regression Techniques Over Ahmedabad City, Gujarat	20
Delineating Urban Growth Boundary Using Remote sensing, ANN-MLP and CA model: A Case Study of Thiruvananthapuram Urban Agglomeration, India	20
Open-pit Mining Area Segmentation of Remote Sensing Images Based on DUSegNet	20
Road Extraction from High-Resolution Orthophoto Images Using Convolutional Neural Network	20

Evaluation of Socio-Economic Drought Risk over Bundelkhand Region of India using Analytic Hierarchy Process (AHP) and Geo-Spatial Techniques	19
UAV-Based Survey of Glaciers in Himalayas: Challenges and Recommendations	19
Assimilation of Remote Sensing Data into Crop Growth Model for Yield Estimation: A Case Study from India	19
Evaluation of Simplified Surface Energy Balance Index (S-SEBI) Method for Estimating Actual Evapotranspiration in Kangsabati Reservoir Command Using Landsat 8 Imagery	19
Modelling and Assessing the Spatiotemporal Changes to Future Land Use Change Scenarios Using Remote Sensing and CA-Markov Model in the Mellegue Catchment	19
Assessment of Groundwater Potential in the Kalahandi District of Odisha (India) Using Remote Sensing, Geographic Information System and Analytical Hierarchy Process	18
Remote Sensing Analysis of Agricultural Drone	18
Geospatial Analyses for Assessing the Driving Forces of Land Use/Land Cover Dynamics Around the Nile Delta Branches, Egypt	18
Extraction of Buildings in Urban Area for Surface Area Assessment from Satellite Imagery based on Morphological Building Index using SVM Classifier	17
UAV Remote Sensing for Campus Monitoring: A Comparative Evaluation of Nearest Neighbor and Rule-Based Classification	16
Impact of 2018 Kerala Floods on Soil Erosion: Need for Post-Disaster Soil Management	16
An Analysis of Urban Sprawl and Prediction of Future Urban Town in Urban Area of Developing Nation: Case Study in India	16
Urban Change Detection Analysis during 1978–2017 at Kolkata, India, using Multi-temporal Satellite Data	15
Mapping of Ophiolitic Complex in Logar and Surrounding Areas (SE Afghanistan) With ASTER Data	15
Shoreline Evolution Between Al Lith and Ras Mahāsin on the Red Sea Coast, Saudi Arabia Using GIS and DSAS Techniques	15
Assessment of Hydrological Drought Vulnerability using Geospatial Techniques in the Tons River Basin, India	15
Simulation and Prediction of the Spatial Dynamics of Land Use Changes Modelling Through CLUE-S in the Southeastern Region of Bangladesh	14
NDBI Based Prediction of Land Use Land Cover Change	14
Evaluation of Convolutional Neural Networks for Urban Mapping Using Satellite Images	14
Modelling Spatial Drivers for LU/LC Change Prediction Using Hybrid Machine Learning Methods in Javadi Hills, Tamil Nadu, India	14
Suitable Potential Land Evaluation for Surface Water Irrigation Using Remote Sensing and GIS–MCE in the Case of Rib–Gumara Watershed, Ethiopia	13
Effect of Groundwater Level on Soil Moisture, Soil Temperature and Surface Temperature	13
Analysis of Shoreline Change Trends and Adaptation of Selangor Coastline, Using Landsat Satellite Data	13
Unmanned Aerial Vehicle’s Vulnerability to GPS Spoofing a Review	13
An Integrated Object and Machine Learning Approach for Tree Canopy Extraction from UAV Datasets	13
Evaluation of Spatio-Temporal Evapotranspiration Using Satellite-Based Approach and Lysimeter in the Agriculture Dominated Catchment	13
Estimation of Nitrogen Content on Apple Tree Canopy through Red-Edge Parameters from Fractional-Order Differential Operators using Hyperspectral Reflectance	13
Shoreline Extraction Using Image Processing of Satellite Imageries	13
Uncertainty Assessment in Soil Erosion Modelling Using RUSLE, Multisource and Multiresolution DEMs	13
Assessment of Land Degradation Vulnerability using Geospatial Technique: A Case Study of Kachchh District of Gujarat, India	13
Integration of RS-GIS with Frequency Ratio, Fuzzy Logic, Logistic Regression and Decision Tree Models for Flood Susceptibility Prediction in Lower Gangetic Plain: A Study on Malda District of West Ben	13
Combined Use of Landsat 8 and Sentinel 2A Imagery for Improved Sugarcane Yield Estimation in Wonji-Shoa, Ethiopia	12
Urban Sprawl Assessment in Eight Mid-sized Indian Cities Using RS and GIS	12
Landslide Susceptibility Zonation Mapping Using Bivariate Statistical Frequency Ratio method and GIS: A Case Study in Part of SH 37 Ghat Road, Nadugani, Panthalur Taluk, The Nilgiris	12
Development of an Automated Tool for Delineation of Flood Footprints from SAR Imagery for Rapid Disaster Response: A Case Study	12
Google Earth Engine-Based Identification of Flood Extent and Flood-Affected Paddy Rice Fields Using Sentinel-2 MSI and Sentinel-1 SAR Data in Bihar State, India	12
A UAV Traffic Management System for India: Requirement and Preliminary Analysis	12
Crop Situation in India, Before, During and After COVID-19 Lockdown, as Seen from the Satellite Data of Resourcesat-2 AWiFS	12
Prioritization of Sub-Basins of Gomti River for Soil and Water Conservation Through Morphometric and LULC Analysis Using Remote Sensing and GIS	11
Mapping of Soil erosion and Probability Zones using Remote Sensing and GIS in Arid part of South Deccan Plateau, India	11
Transformation Analysis on Landuse/Land Cover Changes for Two Decades Between 1999 and 2019 CE with Reference to Aquaculture—Nagapattinam Coast, Southeast India	11
Role of Unmanned Aerial Systems for Natural Resource Management	11
Remote Sensing and Geographic Information System Applications in Hydrocarbon Exploration: A Review	11
Urban Sprawl Evaluation Using Landscape Metrics and Black-and-White Hypothesis (Case Study: Urmia City)	11
Simulation and Analysis of a Snow Avalanche Accident in Lower Western Himalaya, India	11
The Effect of Climate Changes on the Wetland Moisture Variations and Its Correlation with Sand-Dust Events in a Semiarid Environment, Northwestern Iran	11
Relationship Between Field Measurement of Soil Moisture in the Effective Depth of Sugarcane Root Zone and Extracted Indices from Spectral Reflectance of Optical/Thermal Bands of Multispectral Satellit	11
Prediction of Soil Depth in Karnataka Using Digital Soil Mapping Approach	11
Shallow Water Bathymetry Mapping of Xinji Island Based on Multispectral Satellite Image using Deep Learning	11
Managing Natural Resources and Environmental Challenges in the Face of Urban Sprawl in Indian Himalayan City of Jammu	10

Mapping and Electronic Publishing of Shoreline Changes using UAV Remote Sensing and GIS	10
Evaluation of Satellite Rainfall Estimates in a Rugged Topographical Basin Over South Gojjam Basin, Ethiopia	10
A Quantitative Spatial Model of Urban Sprawl and its Application to Dehradun Urban Agglomeration, India	10
Coastal Vulnerability Mapping by Integrating Geospatial Techniques and Analytical Hierarchy Process (AHP) along the Vishakhapatnam Coastal Tract, Andhra Pradesh, India	10
Intelligent Image Semantic Segmentation: A Review Through Deep Learning Techniques for Remote Sensing Image Analysis	10
Seven Decades of Dimensional and Mass Balance Changes on Dokriani Bamak and Chhota Shigri Glaciers, Indian Himalaya, Using Satellite Data and Modelling	10
Space-Time Drought Dynamics and Soil Erosion in Puruliya District of West Bengal, India: A Conceptual Design	10
Landslide Susceptibility Zonation With Special Emphasis on Tectonic Features for Occurrence of Landslides in Lower Indian Himalaya	10
Detection of Multidimensional Poverty Using Luojia 1-01 Nighttime Light Imagery	10
Urban growth Prediction for Sustainable Urban Management Using Markov Chain Model: A Study on Purulia Municipality, West Bengal, India	10
Impact of Tourism on LULC and LST in a Coastal Island of Bangladesh: A Geospatial Approach on St. Martin’s Island of Bay of Bengal	9
Estimation of Surface Moisture Content using Sentinel-1 C-band SAR Data Through Machine Learning Models	9
Assessment of Agricultural Drought in Upper Seonath Sub-Basin of Chhattisgarh (India) Using Remote Sensing and GIS-Based Indices	9
Comparison of Six Machine Learning Methods for Estimating PM2.5 Concentration Using the Himawari-8 Aerosol Optical Depth	9
A Novel Approach for Generation and Visualization of Virtual 3D City Model Using Open Source Libraries	9
Regional Ecological Risk Assessment with Respect to Human Disturbance in the Poyang Lake Region (PYLR) Using Production–Living–Ecology Analysis	9
Field-Scale Estimation and Comparison of the Sugarcane Yield from Remote Sensing Data: A Machine Learning Approach	9
Integrating Cellular Automata and Agent-Based Modeling for Predicting Urban Growth: A Case of Dehradun City	9
Study on the Quantitative Relationship Among Canopy Hyperspectral Reflectance, Vegetation Index and Cotton Leaf Nitrogen Content	9
An Adaptive Technique to Detect and Remove Shadow from Drone Data	9
Enhancing the Accuracy of the REPTree by Integrating the Hybrid Ensemble Meta-Classifiers for Modelling the Landslide Susceptibility of Idukki District, South-western India	9
Time-Series Analysis of Surface-Water Quality in Xiong’an New Area, 2016–2019	9
Investigating the Suitability for Rice Cultivation Using Multi-Criteria Land Evaluation in the Sundarban Region of South 24 Parganas District, West Bengal, India	9
High-Precise True Digital Orthoimage Generation and Accuracy Assessment based on UAV Images	9
Vegetation Characterization at Community Level Using Sentinel-2 Satellite Data and Random Forest Classifier in Western Himalayan Foothills, Uttarakhand	8
Three Decades of Nationwide Forest Cover Mapping Using Indian Remote Sensing Satellite Data: A Success Story of Monitoring Forests for Conservation in India	8
The Extraction of Built-up Areas in Chinese Mainland Cities Based on the Local Optimal Threshold Method Using NPP-VIIRS Images	8
Vertical Structure Classification of a Forest Sample Plot Based on Point Cloud Data	8
Landslide Occurrences Along Lineaments on NH-154A, Chamba, Himachal Pradesh; Extracted from Satellite Data Landsat 8, India	8
Geospatial and AHP Approach Rainwater Harvesting Site Identification in Drought-Prone Areas, South Gonder Zone, Northwest Ethiopia	8
Shoreline Changes Analysis and Forecast Using Digital Shoreline Assessment System 5.0: Evidences from Parts of East Coast of India	8
Hydrological Analysis Using Observed and Satellite-Based Estimates: Case Study of a Lake Catchment in Raipur, India	8
An Object-Based Image Analysis of WorldView-3 Image for Urban Flood Vulnerability Assessment and Dissemination Through ESRI Story Maps	8
Assessment of Soil Erosion Susceptibility Based on Morphometric and Landcover Analysis: A Case Study of Netravati River Basin, India	8
The Study of Land Use and Land Cover (LULC) Dynamics and the Perception of Local People in Aykoleba, Northern Ethiopia	8
The Effect of DEM on the Land Use/Cover Classification Accuracy of Landsat OLI Images	8
High-Precision Method for Estimating the Three-Dimensional Green Quantity of an Urban Forest	8
Application of Remote Sensing and GIS in Performance Evaluation of Irrigation Project at Disaggregated Level	8
Evaluation of Classification Techniques for Land Use Change Mapping of Indian Cities	8
An Airborne LiDAR Building-Extraction Method Based on the Naive Bayes–RANSAC Method for Proportional Segmentation of Quantitative Features	8
Impact of Climate Change on the Glaciers of Spiti River Basin, Himachal Pradesh, India	8
Aerial Close-Range Photogrammetry to Quantify Deformations of the Pile Retaining Walls	7
Sugarcane Crop Type Discrimination and Area Mapping at Field Scale Using Sentinel Images and Machine Learning Methods	7
UAV in Construction Site Monitoring and Concrete Strength Estimation	7
Utilization of LiDAR DTM for Systematic Improvement in Mapping and Classification of Coastal Micro-Geomorphology	7
Forest Degradation Assessment Using UAV Optical Photogrammetry and SAR Data	7
Implementation of Ensemble Deep Learning Coupled with Remote Sensing for the Quantitative Analysis of Changes in Arable Land Use in a Mining Area	7
Changing Trends of Aerosol Loadings Over Three Major Zones of Indian Region During the Last Seventeen Years (2005–2021)	7
Automatic Extraction of Tree Crown for the Estimation of Biomass from UAV Imagery Using Neural Networks	7
Prediction of Urban Heat Island Effect over Jinan City Using the Markov-Cellular Automata Model Combined with Urban Biophysical Descriptors	7
Monitoring of Land Use and Land Cover Change Detection Using Multi-temporal Remote Sensing and Time Series Analysis of Qena-Luxor Governorates (QLGs), Egypt	7
Assessment and Prediction of Urban Expansion Using CA-Based SLEUTH Urban Growth Model: A Case Study of Kolkata Metropolitan Area (KMA), West Bengal, India	7
Exploring the Relationship Between Spatio-temporal Land Cover Dynamics and Surface Temperature Over Dehradun Urban Agglomeration, India	7
Spatiotemporal Change of Urban Water Bodies in Bangladesh: A Case Study of Chittagong Metropolitan City Using Remote Sensing (RS) and GIS Analytic Techniques, 1989–2015	7
Assessment of Vegetation Cover of Bengaluru City, India, Using Geospatial Techniques	7
Analysis of the Economic Value and Status of the Ecosystem Services Provided by the Ashtamudi Wetland Region, a Ramsar Site in Kerala	7
Relative Shannon’s Entropy Approach for Quantifying Urban Growth Using Remote Sensing and GIS: A Case Study of Cuttack City, Odisha, India	7
Machine-Learning-Based Regional Yield Forecasting for Sugarcane Crop in Uttar Pradesh, India	7
Characterizing Vegetation Fire dynamics in Myanmar and South Asian Countries	7
Analysis of Urban Expansion Patterns Through Landscape Metrics in an Emerging Metropolis of Mangaluru Community Development Block, India, During 1972–2018	7
Geographically Weighted Method Integrated with Logistic Regression for Analyzing Spatially Varying Accuracy Measures of Remote Sensing Image Classification	7
Risk Assessment of Alien Azolla filiculoides Lam in Anzali Lagoon Using Remote Sensing Imagery	7
Area Estimation and Yield Forecasting of Wheat in Southeastern Turkey Using a Machine Learning Approach	6
A Hybrid Indexing Approach for Sustainable Smart Cities Development	6
Impacts of a Mesoscale Dust Storm on Aerosols Characteristics, Optical and Radiative Properties Over a Semiarid Region, Western India	6
Estimation of PM2.5 Mass Concentrations in Beijing–Tianjin–Hebei Region Based on Geographically Weighted Regression and Spatial Downscaling Method	6
Feature Extraction and Object Detection Using Fast-Convolutional Neural Network for Remote Sensing Satellite Image	6
Classification of Crops and Crop Rotation Using Remote Sensing and GIS-Based Approach: A Case Study of Doddakawalande Hobli, Nanjangudu Taluk	6
Utilizing Geo-Social Media as a Proxy Data for Enhanced Flood Monitoring	6
Evaluation of Height Metrics and Above-Ground Biomass Density from GEDI and ICESat-2 Over Indian Tropical Dry Forests using Airborne LiDAR Data	6
Spatio-temporal Dynamics of Land Use Land Cover Changes and Future Prediction Using Geospatial Techniques	6
Environmental Impact of Lockdown Amid COVID-19 Over Agricultural Sites in Himalayan Foothills	6
Investigating the Effects of Armed and Political Conflicts on the Land Use/Cover Change and Surface Urban Heat Islands: A Case Study of Baghdad, Iraq	6
Identification of Suitable Aquaculture Sites Using Large-Scale Land Use and Land Cover Maps Factoring the Prevailing Regulatory Frameworks: A Case Study from India	6
Gauging of Sedimentation in Idukki Reservoir, Kerala (1974–2019), and the Impact of 2018 Kerala Floods on the Reservoir	6
Examining the Role of the Main Terrestrial Factors Won the Seasonal Distribution of Atmospheric Carbon Dioxide Concentration over Iran	6
Coupling Remote Sensing and GIS with KINEROS2 Model for Spatially Distributed Runoff Modeling in a Himalayan Watershed	6
Modification of Land Use/Land Cover and Its Impact on Groundwater in Peshawar City, Pakistan	6
A Hybrid Atmospheric Satellite Image-Processing Method for Dust and Horizontal Visibility Detection through Feature Extraction and Machine Learning Techniques	6
Potential Evaluation of High Spatial Resolution Multi-Spectral Images Based on Unmanned Aerial Vehicle in Accurate Recognition of Crop Types	6

Investigation of Spatiotemporal Changes in the Incidence of Traffic Accidents in Kahramanmaraş, Turkey, Using GIS-Based Density Analysis	6
An Efficient Machine Learning Approach for Atmospheric Correction	6
Investigating the Effect of Suburban Buses on Traffic Flow and Carbon Monoxide Emission by Aimsun Simulation Software	6
Spatiotemporal Migration of the River Ganga in Middle Ganga Plane: Application of Remote Sensing and GIS Technique	6
Detecting the Carotenoid Pigmentation due to Haloarchaea Microbes in the Lonar Lake, Maharashtra, India Using Sentinel-2 Images	6
Soil Moisture in a Vegetation-Covered Area Using the Improved Water Cloud Model Based on Remote Sensing	6
A New Method for Object-Based Hyperspectral Image Classification	6
Cadastral Parcel Boundary Extraction from UAV Images	6
How Photogrammetric Software Works: A Perspective Based on UAV’s Exterior Orientation Parameters	6
Two-Level Band Selection Framework for Hyperspectral Image Classification	6
Comparative Analysis for the Detection of Marine Vessels from Satellite Images Using FCM and Marker-Controlled Watershed Segmentation Algorithm	6
Identification of Water and Nitrogen Stress Indicative Spectral Bands Using Hyperspectral Remote Sensing in Maize During Post-Monsoon Season	6
A Comparison of Image-Based and Physics-Based Atmospheric Correction Methods for Extracting Snow and Vegetation Cover in Nepal Himalayas Using Landsat 8 OLI Images	6
Analysis of Driving Force and Driving Mechanism of the Spatial Change of LST Based on Landsat 8	6
Semi-automated Workflow for Mapping the Extent and Elevation Profile of Intertidal Zone of Parts of Gulf of Kutch, India, Using Landsat Time Series Data	6
Bamboo Mapping Using Earth Observation Data: A Systematic Review	6
Landslide Susceptibility Prediction based on Decision Tree and Feature Selection Methods	5
Water Hyacinth (Eichhornia crassipes (Mart.) Solms) Impacts on Land-Use Land-Cover Change Across Northeastern Lake Tana	5
Effect of the Normalized Difference Vegetation Index (NDVI) on GIS-Enabled Bivariate and Multivariate Statistical Models for Landslide Susceptibility Mapping	5
Assessing the Mineral Alteration in Ambaji–Deri Region (Northwestern India) Using Hyperspectral Remote Sensing	5
Soil Suitability Evaluation Using Remotely Sensed Data and GIS: A Case Study from Kumaon Himalayas	5
Reconstruction of Gap-Free OCM-2 Chlorophyll-a Concentration Using DINEOF	5
GNSS Multipath Mitigation Method Based on K-means Classification in Urban Environment	5
Mapping the Spatiotemporal Changes of Land Use/Land Cover on the Urban Heat Island Effect by Open Source Data: A Case Study of Lucknow, India	5
Development of an Open-Source Tool for UAV Photogrammetric Data Processing	5
Inlier Point Preservation in Outlier Points Removed from the ALS Point Cloud	5
Quantitative Analysis of Urban Spatial Morphology Based on GIS Regionalization and Spatial Syntax	5
Despeckling of SAR Images Using BEMD-Based Adaptive Frost Filter	5
Potential of Multi-scale Completed Local Binary Pattern for Object Based Classification of Very High Spatial Resolution Imagery	5
Predicting and Mapping of Soil Hydraulic Properties in Karnataka	5
Density Estimation of Nemopilema nomurai (Scyphozoa, Rhizostomeae) Using a Drone	5
Analysis of Survey Approach Using UAV Images and Lidar for a Chimney Study	5
Evaluation of INSAT-3D-derived Hydro-Estimator and INSAT Multi-Spectral Rain Algorithm over Tropical Cyclones	5
Analyzing the Fragmentation of Urban Footprints in Eastern and Southern Indian Cities and Driving Factors	5
Geospatial Analysis of Historical Cartographic Data of Kollam Fort	5
Ethiopia’s Water Resources: An Assessment Based on Geospatial Data-Driven Distributed Hydrological Modeling Approach	5
Ship Detection Algorithm for SAR Images Based on Lightweight Convolutional Network	5
Identifying Rice Crop Flooding Patterns Using Sentinel-1 SAR Data	5
Improving CERES-Wheat Yield Forecasts by Assimilating Dynamic Landsat-Based Leaf Area Index: A Case Study in Iran	5
Water Quality Monitoring Using Landsat 8 and Sentinel-2 Satellite Data (2014–2020) in Timsah Lake, Ismailia, Suez Canal Region (Egypt)	5
Polarimetric Calibration of L-Band UAVSAR Data	5
Habitat Suitability Analysis of Himalayan Musk Deer (Moschus leucogaster) in Part of Western Himalaya, India	5
NDVI-Based Analysis of the Influence of Climate Changes and Human Activities on Vegetation Variation on Hainan Island	5
Damage Assessment Due to Wheat Lodging Using UAV-Based Multispectral and Thermal Imageries	5
Calibration of Satellite Imagery with Multispectral UAV Imagery	5
Utilizing Advance Texture Features for Rapid Damage Detection of Built Heritage Using High-Resolution Space Borne Data: A Case Study of UNESCO Heritage Site at Bagan, Myanmar	5
Estimating Ground-Level Hourly PM2.5 Concentrations Over North China Plain with Deep Neural Networks	5
An Efficient Image Deblurring Method with a Deep Convolutional Neural Network for Satellite Imagery	5