Geocarto International

Article	Citations
Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees	75
Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins	62
An ensemble architecture of deep convolutional Segnet and Unet networks for building semantic segmentation from high-resolution aerial images	61
Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers	53
A new high resolution filter for source edge detection of potential field data	53
Combined use of Sentinel-1 and Sentinel-2 data for improving above-ground biomass estimation	49
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping	47
Spatial mapping of groundwater springs potentiality using grid search-based and genetic algorithm-based support vector regression	42
Novel ensemble machine learning models in flood susceptibility mapping	41
Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping	41
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential	40
An interpretable model for the susceptibility of rainfall-induced shallow landslides based on SHAP and XGBoost	40
Rainfall induced landslide susceptibility mapping using novel hybrid soft computing methods based on multi-layer perceptron neural network classifier	37
Mapping of groundwater potential zones using the fuzzy analytic hierarchy process and geospatial technique	35
Toward the development of deep learning analyses for snow avalanche releases in mountain regions	34
Urban flood susceptibility zonation mapping using evidential belief function, frequency ratio and fuzzy gamma operator models in GIS: a case study of Greater Mumbai, Maharashtra, India	32
Land use/land cover and change detection mapping in Rahuri watershed area (MS), India using the google earth engine and machine learning approach	31
Application of deep learning with stratified K-fold for vegetation species discrimation in a protected mountainous region using Sentinel-2 image	30
Artificial neural network and sensitivity analysis in the landslide susceptibility mapping of Idukki district, India	30
Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction	30
Annual assessment on the relationship between land surface temperature and six remote sensing indices using landsat data from 1988 to 2019	29
Assessing spatio-temporal mapping and monitoring of climatic variability using SPEI and RF machine learning models	29
Edge detection of potential field sources using the softsign function	28
ASTER and WorldView-3 satellite data for mapping lithology and alteration minerals associated with Pb-Zn mineralization	27
Flash-flood hazard susceptibility mapping in Kangsabati River Basin, India	27

Crop classification in a heterogeneous agricultural environment using ensemble classifiers and single-date Sentinel-2A imagery	27
Semantic segmentation of land cover from high resolution multispectral satellite images by spectral-spatial convolutional neural network	26
Assessment of PTEs in water resources by integrating HHRISK code, water quality indices, multivariate statistics, and ANNs	26
Assessing and mapping landslide susceptibility using different machine learning methods	25
Assessment of land suitability potentials for winter wheat cultivation by using a multi criteria decision Support- Geographic information system (MCDS-GIS) approach in Al-Yarmouk Basin (Syria)	24
Prediction of suspended sediment concentration using hybrid SVM-WOA approaches	24
Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia	23
Landsat-7 and ASTER remote sensing satellite imagery for identification of iron skarn mineralization in metamorphic regions	23
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region	23
Simulation of future forest and land use/cover changes (2019–2039) using the cellular automata-Markov model	22
Multi-satellite precipitation products for meteorological drought assessment and forecasting in Central India	22
A comparative analysis of different phenological information retrieved from Sentinel-2 time series images to improve crop classification: a machine learning approach	22
Novel hybrid models combining meta-heuristic algorithms with support vector regression (SVR) for groundwater potential mapping	22
Delineation of subsurface geological fractures in the Cambay rift and surrounding regions of NW India: an integrated approach using satellite derived EIGEN-6C4 gravity data	22
Impacts of land use/land cover patterns on groundwater quality in the Guanzhong Basin of northwest China	22
Landslide susceptibility mapping in three Upazilas of Rangamati hill district Bangladesh: application and comparison of GIS-based machine learning methods	20
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning	20
Land subsidence and sinkholes susceptibility mapping and analysis using random forest and frequency ratio models in Al Ain, UAE	20
Application of geographically weighted principal component analysis and fuzzy approach for unsupervised landslide susceptibility mapping on Gish River Basin, India	20
Debris flows modeling using geo-environmental factors: developing hybridized deep-learning algorithms	20
Applicability evaluation of Landsat-8 for estimating low concentration colored dissolved organic matter in inland water	20
Evaluating urban environment quality (UEQ) for Class-I Indian city: an integrated RS-GIS based exploratory spatial analysis	20
Estimation of regional surface deformation post the 2001 Bhuj earthquake in the Kachchh region, Western India using RADAR interferometry	20
Monitoring spatial variability and trends of wheat grain yield over the main cereal regions in Morocco: a remote-based tool for planning and adjusting policies	20
Spatial distribution of heavy metal and risk indices of water and sediments in the Kunhar River and its tributaries	19
Structural interpretation of potential field data using the enhancement techniques: a case study	19
Seasonal impact on the relationship between land surface temperature and normalized difference vegetation index in an urban landscape	19
Applicability and performance of statistical index, certain factor and frequency ratio models in mapping landslides susceptibility in Rwanda	18
Distribution, exposure, and human health risk analysis of heavy metals in drinking groundwater of Ghayen County, Iran	18
Spatial variation of surface urban heat island magnitude along the urban-rural gradient of four rapidly growing Indian cities	18
Synergistic use of particle swarm optimization, artificial neural network, and extreme gradient boosting algorithms for urban LULC mapping from WorldView-3 images	18
Mapping and prediction of soil organic carbon by an advanced geostatistical technique using remote sensing and terrain data	18
Modelling and accessing land degradation vulnerability using remote sensing techniques and the analytical hierarchy process approach	18
Crop type identification and spatial mapping using Sentinel-2 satellite data with focus on field-level information	18
Detailed and automated classification of land use/land cover using machine learning algorithms in Google Earth Engine	18
Landslide susceptibility mapping using state-of-the-art machine learning ensembles	17
Comparison of ANN model and GIS tools for delineation of groundwater potential zones, Fincha Catchment, Abay Basin, Ethiopia	17
Evaluation of groundwater quality and its suitability for drinking purposes in semi-arid region of Southern India: an application of GIS	17
Drought risk assessment: integrating meteorological, hydrological, agricultural and socio-economic factors using ensemble models and geospatial techniques	17
A novel combination of deep neural network and Manta ray foraging optimization for flood susceptibility mapping in Quang Ngai province, Vietnam	17
Spatiotemporal dynamics of urban expansion and its simulation using CA-ANN model in Ulaanbaatar, Mongolia	17
Satellite-derived vegetation temperature condition index to infer root zone soil moisture in semi-arid province of Rajasthan, India	17
Evaluation and comparison of Sentinel-2 MSI, Landsat 8 OLI, and EFFIS data for forest fires mapping. Illustrations from the summer 2017 fires in Tunisia	17
Evaluation of CNN model by comparing with convolutional autoencoder and deep neural network for crop classification on hyperspectral imagery	17
Automatic building footprint extraction from very high-resolution imagery using deep learning techniques	17
Landslide susceptibility modeling in a complex mountainous region of Sikkim Himalaya using new hybrid data mining approach	16
A GIS-based flood risk mapping of Assam, India, using the MCDA-AHP approach at the regional and administrative level	16
A national fuel type mapping method improvement using sentinel-2 satellite data	16
Multi-parameter risk mapping of Qazvin aquifer by classic and fuzzy clustering techniques	16
Suspended sediment prediction using integrative soft computing models: on the analogy between the butterfly optimization and genetic algorithms	16

Flash-flood potential index estimation using fuzzy logic combined with deep learning neural network, naïve Bayes, XGBoost and classification and regression tree	16
Combining logistic regression-based hybrid optimized machine learning algorithms with sensitivity analysis to achieve robust landslide susceptibility mapping	15
Reporting the management of COVID-19 threat in India using remote sensing and GIS based approach	15
Structural and tectonic interpretation of EGM2008 gravity data around the Laccadive ridge in the Western Indian Ocean: an implication to continental crust	15
Simulation of land use/land cover change at a basin scale using satellite data and markov chain model	15
Land subsidence susceptibility mapping using Analytical Hierarchy Process (AHP) and Certain Factor (CF) models at Neyshabur plain, Iran	15
Evaluation of polarimetry and interferometry of sentinel-1A SAR data for land use and land cover of the Brazilian Amazon Region	15
New insights on Kimberlite emplacement around the Bundelkhand Craton using integrated satellite-based remote sensing, gravity and magnetic data	15
A comparative assessment of multi-criteria decision analysis for flood susceptibility modelling	15
Synergetic utilization of sentinel-1 SAR and sentinel-2 optical remote sensing data for surface soil moisture estimation for Rupnagar, Punjab, India	15
Hybrid XGboost model with various Bayesian hyperparameter optimization algorithms for flood hazard susceptibility modeling	15
Fuzzy AHP based GIS and remote sensing techniques for the groundwater potential zonation for Bundelkhand Craton Region, India	15
An assessment of temporal RADARSAT-2 SAR data for crop classification using KPCA based support vector machine	15
Advances in satellite remote sensing of the wetland ecosystems in Sub-Saharan Africa	15
Structural mapping of potential field sources using BHG filter	15
Flood susceptibility mapping of Northeast coastal districts of Tamil Nadu India using Multi-source Geospatial data and Machine Learning techniques	14
Retrieval of monthly maximum and minimum air temperature using MODIS aqua land surface temperature data over the United Arab Emirates	14
The impact of refugee settlements on land use changes and vegetation degradation in West Nile Sub-region, Uganda	14
Osdes_net: oil spill detection based on efficient_shuffle network using synthetic aperture radar imagery	14
A novel approach to use semantic segmentation based deep learning networks to classify multi-temporal SAR data	14
Segmentation and sampling method for complex polyline generalization based on a generative adversarial network	14
Development of a novel hybrid multi-boosting neural network model for spatial prediction of urban flood	14
Polymetallic mineralization prospectivity modelling using multi-geospatial data in logistic regression: The Diapiric Zone, Northeastern Algeria	14
Compiling a high-resolution country-level ecosystem map to support environmental policy: methodological challenges and solutions from Hungary	14
Furthering the precision of RUSLE soil erosion with PSInSAR data: an innovative model	14
Satellite-based spectral mapping (ASTER and landsat data) of mineralogical signatures of beach sediments: a precursor insight	14
Comparative study of convolutional neural network (CNN) and support vector machine (SVM) for flood susceptibility mapping: a case study at Ras Gharib, Red Sea, Egypt	14
Consideration of spatial heterogeneity in landslide susceptibility mapping using geographical random forest model	14
Investigating persistent scatterer InSAR (PSInSAR) technique efficiency for landslides mapping: a case study in Artvin dam area, in Turkey	14
Estimating floodwater depth using SAR-derived flood inundation maps and geomorphic model in kosi river basin (India)	13
Optimization of statistical and machine learning hybrid models for groundwater potential mapping	13
Mapping groundwater potential zones using relative frequency ratio, analytic hierarchy process and their hybrid models: case of Nzhelele-Makhado area in South Africa	13
Analyzing sensitivity of flood susceptible model in a flood plain river basin	13
Use of SfM-MVS approach to nadir and oblique images generated throught aerial cameras to build 2.5D map and 3D models in urban areas	13
A new approach for vulnerability assessment of coastal aquifers using combined index	13
Flash-flood propagation susceptibility estimation using weights of evidence and their novel ensembles with multicriteria decision making and machine learning	13
Inversion of soil salinity according to different salinization grades using multi-source remote sensing	12
Ecological environment quality assessment of Xishuangbanna rubber plantations expansion (1995–2018) based on multi-temporal Landsat imagery and RSEI	12
Novel application of Google earth engine interpolation algorithm for the development of geotechnical soil maps: a case study of mega-district	12
A novel GIS-based MCDM approach to identify the potential eco-tourism sites in the Eastern Dooars region (Himalayan foothill) of West Bengal, India	12
A graph deep learning approach for urban building grouping	12
Detection and analysis of drought over Turkey with remote sensing and model-based drought indices	12
Prediction of land use land cover changes of a river basin using the CA-Markov model	12
Prediction of soil erosion risk using earth observation data under recent emission scenarios of CMIP6	12
Is the RdNBR a better estimator of wildfire burn severity than the dNBR? A discussion and case study in southeast China	12
Remote sensing of land use-land cover change and climate variability on hydrological processes in Sub-Saharan Africa: key scientific strides and challenges	12
Flood susceptibility mapping in Brahmaputra floodplain of Bangladesh using deep boost, deep learning neural network, and artificial neural network	12
Flash flood vulnerability assessment of roads in China based on support vector machine	12
Impacts of groundwater and climate variability on terrestrial groundwater dependent ecosystems: a review of geospatial assessment approaches and challenges and possible future research directions	12
Landslide susceptibility assessment in Zhenxiong County of China based on geographically weighted logistic regression model	12
A bibliometric analysis of the landslide susceptibility research (1999–2021)	12
Optimized landslide susceptibility mapping and modelling using PS-InSAR technique: a case study of Chitral valley, Northern Pakistan	12
Predicting landslide susceptibility based on decision tree machine learning models under climate and land use changes	12
Variance based fusion of VCI and TCI for efficient classification of agriculture drought using MODIS data	11
Performances of MLR, RBF-NN, and MLP-NN in the evaluation and prediction of water resources quality for irrigation purposes under two modeling scenarios	11
Supervised data-driven approach for hyperspectral band selection using quantization	11
Channel dynamics and geomorphological adjustments of Kaljani River in Himalayan foothills	11
Prediction of land cover change based on CA-ANN model to assess its local impacts on Bagerhat, southwestern coastal Bangladesh	11
Potential risks assessment of heavy metal(loid)s contaminated vegetables in Pakistan: a review	11
Novel ensemble of deep learning neural network and support vector machine for landslide susceptibility mapping in Tehri region, Garhwal Himalaya	11
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data	11
Fractional abundances study of macronutrients in soil using hyperspectral remote sensing	11
Glacier mass loss in the Alaknanda basin, Garhwal Himalaya on a decadal scale	11
Spatio-temporal patterns of wildfires in Siberia during 2001–2020	11
COVID-19 slowdown induced improvement in air quality in India: rapid assessment using Sentinel-5P TROPOMI data	11
Application of remotely sensed sea surface temperature for assessment of recurrent coral bleaching (2014–2019) impact on a marginal coral ecosystem	11
Analysis of land use land cover change using a new and existing spectral indices and its impact on normalized land surface temperature	11
Assessment of agricultural land suitability using GIS and fuzzy analytical hierarchy process approach in Ranchi District, India	11
Detection of areas prone to flood-induced landslides risk using certainty factor and its hybridization with FAHP, XGBoost and deep learning neural network	11
Monitoring of phenological stage and yield estimation of sunflower plant using Sentinel-2 satellite images	11
Use of hyperspectral imagery to detect affected vegetation and heavy metal polluted areas: a coal mining area, China	11
A decision framework to assess urban fire vulnerability in cities of developing nations: empirical evidence from Mumbai	11
Spatial modelling of accidents risk caused by driver drowsiness with data mining algorithms	11
Spatial prediction of landslides along National Highway-6, Hoa Binh province, Vietnam using novel hybrid models	10
Land suitability analysis for paddy crop using GIS-based Fuzzy-AHP (F-AHP) method in Koch Bihar district, West Bengal	10
Spatial distribution of heavy metals contamination and risk indices evaluation in sediments of Indus River and its tributaries, Pakistan	10
Spatial-spectral classification of hyperspectral images based on multiple fractal-based features	10
Soil erosion spatio-temporal exploration and Geodetection of driving factors using InVEST-sediment delivery ratio and Geodetector models in Dongsheng, China	10
Drought characterization using the Combined Terrestrial Evapotranspiration Index over the Indus, Ganga and Brahmaputra river basins	10
Pixel-based vs. object-based anthropogenic impervious surface detection: driver for urban-rural thermal disparity in Faridabad, Haryana, India	10

Application of Sentinel-1 data in mapping land-use and land cover in a complex seasonal landscape: a case study in coastal area of Vietnamese Mekong Delta	10
Sustainable development goals (SDGs) associated with flash flood hazard mapping and management measures through morphometric evaluation	10
Characterization of urban materials in AVIRIS-NG data using a mixture tuned matched filtering (MTMF) approach	10
Effect of vegetation structure on above ground biomass in tropical deciduous forests of Central India	10
Integrating remote sensing, GIS and in-situ data for structural mapping over a part of the NW Rif belt, Morocco	10
National-scale flood risk assessment using GIS and remote sensing-based hybridized deep neural network and fuzzy analytic hierarchy process models: a case of Bangladesh	10
Analyzing shoreline dynamicity and the associated socioecological risk along the Southern Odisha Coast of India using remote sensing-based and statistical approaches	10
Assessing spatiotemporal variation in drought characteristics and their dependence on timescales over Vidarbha Region, India	10
From land cover to land use: applying random forest classifier to Landsat imagery for urban land-use change mapping	10
Evaluation of re-sampling methods on performance of machine learning models to predict landslide susceptibility	10
Persistent Scatterer Interferometry in the post-event monitoring of the Idukki Landslides	10
Automatic extraction of large-scale aquaculture encroachment areas using Canny Edge Otsu algorithm in Google earth engine – the case study of Kolleru Lake, South India	10
Remote sensing and GIS for urbanization and flood risk assessment in Phnom Penh, Cambodia	10
Geomorphic assessment of active tectonics in Jaisalmer basin (Western Rajasthan, India)	10
Mineral prospectivity mapping: a potential technique for sustainable mineral exploration and mining activities – a case study using the copper deposits of the Tagmout basin, Morocco	10
Application of novel deep boosting framework-based earthquake induced landslide hazards prediction approach in Sikkim Himalaya	9
Assessment of flood susceptibility mapping using support vector machine, logistic regression and their ensemble techniques in the Belt and Road region	9
Assessment of Gini-, entropy- and ratio-based classification trees for groundwater potential modelling and prediction	9
Spatial surface velocity pattern in the glaciers of Chandra Basin, Western Himalaya	9
Mission to earth: LANDSAT 9 will continue to view the world	9
A comparative assessment of modeling groundwater vulnerability using DRASTIC method from GIS and a novel classification method using machine learning classifiers	9
High resolution inventory and hazard assessment of potentially dangerous glacial lakes in upper Jhelum basin, Kashmir Himalaya, India	9
Mapping of fracture zones and structural lineaments of the Gulf of Guinea passive margins using marine gravity data from CryoSat-2 and Jason-1 satellites	9
Urban wetland fragmentation and ecosystem service assessment using integrated machine learning algorithm and spatial landscape analysis	9
Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter	9
PS-InSAR based validated landslide susceptibility modelling: a case study of Ghizer valley, Northern Pakistan	9
Cloud detection using sentinel 2 imageries: a comparison of XGBoost, RF, SVM, and CNN algorithms	9
Land use/land cover mapping from airborne hyperspectral images with machine learning algorithms and contextual information	9
Some non-uniformity patterns spread over the lower Mahanadi River Basin, India	9
Aboveground biomass estimation of an agro-pastoral ecology in semi-arid Bundelkhand region of India from Landsat data: a comparison of support vector machine and traditional regression models	9
Identifying tree health using sentinel-2 images: a case study on Tortrix viridana L. infected oak trees in Western Iran	9
Impact of linear transport infrastructure on fluvial connectivity across the catchments of West Bengal, India	9
Spatial distribution of contaminants and water quality assessment using an indexical approach, Astore River basin, Western Himalayas, Northern Pakistan	9
Spatio-temporal analysis and simulation of land cover changes and their impacts on land surface temperature in urban agglomeration of Bisha Watershed, Saudi Arabia	9
Human cognition based framework for detecting roads from remote sensing images	9
Estimation of spatio-temporal variability in land surface temperature over the Ganga River Basin using MODIS data	9
Flash flood susceptibility mapping in urban area using genetic algorithm and ensemble method	9
The seasonal dissipation of Ulva prolifera and its effects on environmental factors: based on remote sensing images and field monitoring data	8
Flood risk assessment: role of mitigation capacity in spatial flood risk mapping	8
Detecting Li-bearing pegmatites using geospatial technology: the case of SW Konar Province, Eastern Afghanistan	8
Estimating aboveground biomass using Landsat 8 OLI satellite image in pure Crimean pine (Pinus nigra J.F. Arnold subsp. pallasiana (Lamb.) Holmboe) stands: a case from Turkey	8
A novel ensemble machine learning and time series approach for oil palm yield prediction using Landsat time series imagery based on NDVI	8
Estimation of mustard and wheat phenology using multi-date Shannon entropy and Radar Vegetation Index from polarimetric Sentinel- 1	8
Rainfall induced soil erosion assessment, prioritization and conservation treatment using RUSLE and SYI models in highland watershed of Ethiopia	8
Detection of alteration zones using the Dirichlet process Stick-Breaking model-based clustering algorithm to hyperion data: the case study of Kuh-Panj porphyry copper deposits, Southern Iran	8
Delineation of groundwater potential zones by means of ensemble tree supervised classification methods in the Eastern Lake Chad basin	8
Assessing the suitability of GlobeLand30 for land cover mapping and sustainable development in Malaysia using error matrix and unbiased area Estimation	8
High-resolution land use and land cover change analysis using GEOBIA and landscape metrics: A case of Istanbul, Turkey	8
An integrated methodology for surface soil moisture estimating using remote sensing data approach	8
Poverty estimation at the county level by combining LuoJia1-01 nighttime light data and points of interest	8
Use of spectral reflectance from a compact spectrometer to assess chlorophyll content in Zizania latifolia	8
Deep semantic segmentation for detecting eucalyptus planted forests in the Brazilian territory using sentinel-2 imagery	8
Monitoring the morphological evolution of a reach of the Italian Po River using multispectral satellite imagery and stage data	8
Multi-sensor datasets-based optimal integration of spectral, textural, and morphological characteristics of rocks for lithological classification using machine learning models	8
Airborne imaging spectroscopy of igneous layered complex and their mapping using different spectral enhancement conjugated support vector machine models	8
Detection and mapping of snow avalanche debris from Western Himalaya, India using remote sensing satellite images	8
Stripe segmentation of oceanic internal waves in SAR images based on SegNet	8
Land degradation assessment using AHP and GIS-based modelling in Duhok District, Kurdistan Region, Iraq	8
Climate change enhances the positive contribution of human activities to vegetation restoration in China	8
Improving a comprehensive remote sensing drought index (CRSDI) in the Western part of Iran	8
Mapping the global spatio-temporal dynamics of COVID-19 outbreak using cartograms during the first 150 days of the pandemic	8
A comparative study on the peak detection methods used to interpret potential field data: a case study from Vietnam	7
Empirical study on comparative analysis of dynamic degree differences of land use based on the optimization model	7
Application of catastrophe theory to spatial analysis of groundwater potential in a sub-humid tropical region: a hybrid approach	7
Ecosystem services value assessment and forecasting using integrated machine learning algorithm and CA-Markov model: an empirical investigation of an Asian megacity	7
PSI and GNSS derived ground subsidence detection in the UNESCO Heritage City of Ahmedabad, Western India	7
Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia	7
Applicability of different vegetation indices for pasture biomass estimation in the north-central region of Mongolia	7
Building footprint extraction in Yangon city from monocular optical satellite image using deep learning	7
Forest fire susceptibility prediction using machine learning models with resampling algorithms, Northern part of Eastern Ghat Mountain range (India)	7
Retrieval of precise land surface temperature from ASTER night-time thermal infrared data by split window algorithm for improved coal fire detection in Jharia Coalfield, India	7
Advanced machine learning models development for suspended sediment prediction: comparative analysis study	7
Monitoring impacts of ecological engineering on ecosystem services with geospatial techniques in karst areas of SW China	7
Application of neural network model-based framework approach to identify gully erosion potential hotspot zones in sub-tropical environment	7
COVID-19 pandemic hazard–risk–vulnerability analysis: a framework for an effective Pan-India response	7
Determining the Moho interface using a modified algorithm based on the combination of the spatial and frequency domain techniques: a case study from the Arabian Shield	7
Modeling riparian flood plain wetland water richness in pursuance of damming and linking it with a methane emission rate	7
A comparison of four land surface temperature retrieval method using TERRA-ASTER satellite images in the semi-arid region of Saudi Arabia	7
Analysis of the spatial range of service and accessibility of hospitals designated for coronavirus disease 2019 in Yunnan Province, China	7
Drainage network extraction and morphometric analysis in an Iranian basin using integrating factor analysis and geospatial techniques	7
A PCA-PD fusion method for change detection in remote sensing multi temporal images	7
Evaluation of climate change impacts on future gully erosion using deep learning and soft computational approaches	7
Detecting the invasive fall armyworm pest incidence in farm fields of southern India using Sentinel-2A satellite data	7
Temporal fluctuations of siachen glacier velocity: a repeat pass sar interferometry based approach	7
Revealing potential areas of water resources using integrated remote-sensing data and GIS-based analytical hierarchy process	7
Detection of diseased pine trees in unmanned aerial vehicle images by using deep convolutional neural networks	7
Simulating the effect of urban light rail transit on urban development by coupling cellular automata and conjugate gradients	7
GIS-based seismic vulnerability mapping: a comparison of artificial neural networks hybrid models	7
Hybrid models based on deep learning neural network and optimization algorithms for the spatial prediction of tropical forest fire susceptibility in Nghe An province, Vietnam	7
Understanding the scale effects of topographical variables on landslide susceptibility mapping in Sikkim Himalaya using deep learning approaches	7
A deep-learning model for national scale modelling and mapping of sea level rise in Malaysia: the past, present, and future	7
A novel change detection method using remotely sensed image time series value and shape based dynamic time warping	7
Increasing territorial planning activities through viewshed analysis	7
Multi-temporal remote sensing data to monitor terrestrial ecosystem responses to climate variations in Ghana	7
Urban surface water bodies mapping using the automatic k-means based approach and sentinel-2 imagery	7
Essential insights into decision mechanism of landslide susceptibility mapping based on different machine learning models	7
A real-time FPGA accelerated stream processing for hyperspectral image classification	7
Improving the 3D model accuracy with a post-processing kinematic (PPK) method for UAS surveys	6
Spatial and temporal trends of urban green spaces: an assessment using hyper-temporal NDVI datasets	6
Long-term precipitation monitoring and its linkage with flood scenario in changing climate conditions in Kashmir valley	6
Comparison of landslide susceptibility models and their robustness analysis: a case study from the NW Himalayas, Pakistan	6
Detecting and mapping drought severity using multi-temporal Landsat data in the uMsinga region of KwaZulu-Natal, South Africa	6
Extent of anthropogenic influence on groundwater quality and human health-related risks: an integrated assessment based on selected physicochemical characteristics	6
Delineation of structural lineaments of the Southwest Sub-basin (East Vietnam Sea) using global marine gravity model from CryoSat-2 and Jason-1 satellites	6
Ecotourism potential assessment for Gilgit-Baltistan, Pakistan using integration of GIS, remote sensing, AHP and crowd-sourced data	6
Climate change impact on Lake Tana water storage, Upper Blue Nile Basin, Ethiopia	6
Evaluation of linear, nonlinear and ensemble machine learning models for landslide susceptibility assessment in southwest China	6
Analysis of wildfires and associated emissions during the recent strong ENSO phases in Southern Africa using multi-source remotely-derived products	6
Assessment of topographical and atmospheric errors in Sentinel 1 derived DInSAR	6
Hydrometeorological disaster risk assessment in upper Gori–Ramganga catchment, Uttarakhand, India	6
An empirical analysis of public transit networks using smart card data in Beijing, China	6
FA-Net: feature attention network for semantic segmentation of ship port	6
Evaluation and analysis of upscaling of different land use/land cover products (FORM-GLC30, GLC_FCS30, CCI_LC, MCD12Q1 and CNLUCC): a case study in China	6
An approach for multi-dimensional land subsidence velocity estimation using time-series Sentinel-1 SAR datasets by applying persistent scatterer interferometry technique	6
Measuring land deformation in a mega city Karachi-Pakistan with sentinel SAR interferometry	6
Detecting vegetation drought dynamics in European Russia	6
Remote detection and interpretation of structural style of the Zuru schist belt, northwest Nigeria	6
Snow cover change assessment in the upper Bhagirathi basin using an enhanced cloud removal algorithm	6
Identification of groundwater potential zones using remote sensing, GIS, machine learning and electrical resistivity tomography techniques in Guelma basin, northeastern Algeria	6
Decadal terminus position changes and ice thickness measurement of Menthosa Glacier in Lahaul region of North-Western Himalaya	6
An integrated ASTER-based approach for mapping carbonatite and iron oxide-apatite deposits	6
Regolith mapping and geochemistry of hydrothermally altered, weathered and clay minerals, Western Jahajpur belt, Bhilwara, India	6
Simulation of the meltwater under different climate change scenarios in a poorly gauged snow and glacier-fed Chitral River catchment (Hindukush region)	6
Applications of the remote sensing technology to detect and monitor the rust disease in the wheat – a literature review	6
Analysis of spatiotemporal variation in the snow cover in Western Hindukush-Himalaya region	6
Predicting spatial distribution of soil organic carbon and total nitrogen in a typical human impacted area	6
Groundwater potential zoning by integrating multi-criteria decision and bivariate analysis methods – a case study on Cheyyar River Basin, Tamil Nadu, India	6
AVIRIS-NG hyperspectral data analysis for pre- and post-MNF transformation using per-pixel classification algorithms	6
Fusion of time-series optical and SAR images using 3D convolutional neural networks for crop classification	6
The pruning phenological phase-based method for extracting tea plantations by field hyperspectral data and Landsat time series imagery	6
Challenges and limitations of earthquake-induced building damage mapping techniques using remote sensing images-A systematic review	6
Quantifying the influence of plot-level uncertainty in above ground biomass up scaling using remote sensing data in central Indian dry deciduous forest	6
Surface subsidence monitoring with an improved distributed scatterer interferometric SAR time series method in a filling mining area	6
A systematic assessment of flooding potential in a semi-arid watershed using GRACE gravity estimates and large-scale hydrological modeling	6
Essential study of Karakoram glacier velocity products extracted using various techniques	6
Water quality simulation of Dez River in Iran using QUAL2KW model	6
Consistency evaluation of landsat-7 and landsat-8 for improved monitoring of colored dissolved organic matter in complex water	6
Retrospective analysis and version improvement of the satellite-based drought composite index. A semi-arid Tensift-Morocco application	6
Ensemble learning updating classifier for accurate land cover assessment in tropical cloudy areas	6
Land suitability assessment for wheat production using analytical hierarchy process in a semi-arid region of Central Anatolia	6
Classification of urban tree species using LiDAR data and WorldView-2 satellite imagery in a heterogeneous environment	6
Improvement of the predictive performance of landslide mapping models in mountainous terrains using cluster sampling	6
Prospective analysis of spatial heterogeneity influence on the concordance of remote sensing drought indices: a case of semi-arid agrosystems in Morocco (Moulouya and Tensift watersheds)	6
Extrapolation of daily air temperatures of Egypt from MODIS LST data	6
Spatio-temporal pattern of urban eco-environmental quality of Indian megacities using geo-spatial techniques	6

A novel hybrid approach using SVM and spectral indices for enhanced land use land cover mapping of coastal urban plains

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