Geocarto International

Article	Citations
Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees	97
An ensemble architecture of deep convolutional Segnet and Unet networks for building semantic segmentation from high-resolution aerial images	67
Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins	66
A new high resolution filter for source edge detection of potential field data	59
Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping	55
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping	53
Novel ensemble machine learning models in flood susceptibility mapping	50
An interpretable model for the susceptibility of rainfall-induced shallow landslides based on SHAP and XGBoost	49
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential	48
Rainfall induced landslide susceptibility mapping using novel hybrid soft computing methods based on multi-layer perceptron neural network classifier	40
Land use/land cover and change detection mapping in Rahuri watershed area (MS), India using the google earth engine and machine learning approach	40
Assessing spatio-temporal mapping and monitoring of climatic variability using SPEI and RF machine learning models	38
Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction	35
Flash-flood hazard susceptibility mapping in Kangsabati River Basin, India	34
Edge detection of potential field sources using the softsign function	33
Artificial neural network and sensitivity analysis in the landslide susceptibility mapping of Idukki district, India	33
Annual assessment on the relationship between land surface temperature and six remote sensing indices using landsat data from 1988 to 2019	32
ASTER and WorldView-3 satellite data for mapping lithology and alteration minerals associated with Pb-Zn mineralization	32
Assessment of PTEs in water resources by integrating HHRISK code, water quality indices, multivariate statistics, and ANNs	31
Toward the development of deep learning analyses for snow avalanche releases in mountain regions	31
Distribution, exposure, and human health risk analysis of heavy metals in drinking groundwater of Ghayen County, Iran	30
Evaluating urban environment quality (UEQ) for Class-I Indian city: an integrated RS-GIS based exploratory spatial analysis	29
A GIS-based flood risk mapping of Assam, India, using the MCDA-AHP approach at the regional and administrative level	29
Multi-satellite precipitation products for meteorological drought assessment and forecasting in Central India	27
Detailed and automated classification of land use/land cover using machine learning algorithms in Google Earth Engine	27

Assessing and mapping landslide susceptibility using different machine learning methods	27
Simulation of future forest and land use/cover changes (2019–2039) using the cellular automata-Markov model	26
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)	26
Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia	25
Prediction of suspended sediment concentration using hybrid SVM-WOA approaches	25
Crop type identification and spatial mapping using Sentinel-2 satellite data with focus on field-level information	25
A comparative analysis of different phenological information retrieved from Sentinel-2 time series images to improve crop classification: a machine learning approach	24
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region	24
Automatic building footprint extraction from very high-resolution imagery using deep learning techniques	24
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning	24
Structural interpretation of potential field data using the enhancement techniques: a case study	23
Impacts of land use/land cover patterns on groundwater quality in the Guanzhong Basin of northwest China	23
Novel hybrid models combining meta-heuristic algorithms with support vector regression (SVR) for groundwater potential mapping	23
Landsat-7 and ASTER remote sensing satellite imagery for identification of iron skarn mineralization in metamorphic regions	23
A novel combination of deep neural network and Manta ray foraging optimization for flood susceptibility mapping in Quang Ngai province, Vietnam	23
Debris flows modeling using geo-environmental factors: developing hybridized deep-learning algorithms	22
Estimation of regional surface deformation post the 2001 Bhuj earthquake in the Kachchh region, Western India using RADAR interferometry	22
Landslide susceptibility mapping in three Upazilas of Rangamati hill district Bangladesh: application and comparison of GIS-based machine learning methods	22
Spatial distribution of heavy metal and risk indices of water and sediments in the Kunhar River and its tributaries	22
Application of geographically weighted principal component analysis and fuzzy approach for unsupervised landslide susceptibility mapping on Gish River Basin, India	21
Seasonal impact on the relationship between land surface temperature and normalized difference vegetation index in an urban landscape	21
Modelling and accessing land degradation vulnerability using remote sensing techniques and the analytical hierarchy process approach	20
Suspended sediment prediction using integrative soft computing models: on the analogy between the butterfly optimization and genetic algorithms	20
Comparison of ANN model and GIS tools for delineation of groundwater potential zones, Fincha Catchment, Abay Basin, Ethiopia	20
Mapping and prediction of soil organic carbon by an advanced geostatistical technique using remote sensing and terrain data	20
Flash-flood potential index estimation using fuzzy logic combined with deep learning neural network, naïve Bayes, XGBoost and classification and regression tree	20
Furthering the precision of RUSLE soil erosion with PSInSAR data: an innovative model	20
Evaluation of groundwater quality and its suitability for drinking purposes in semi-arid region of Southern India: an application of GIS	20
Landslide susceptibility mapping using state-of-the-art machine learning ensembles	20
The impact of refugee settlements on land use changes and vegetation degradation in West Nile Sub-region, Uganda	20
Simulation of land use/land cover change at a basin scale using satellite data and markov chain model	20
Landslide susceptibility modeling in a complex mountainous region of Sikkim Himalaya using new hybrid data mining approach	19
Advances in satellite remote sensing of the wetland ecosystems in Sub-Saharan Africa	19
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	19
Predicting landslide susceptibility based on decision tree machine learning models under climate and land use changes	19
Drought risk assessment: integrating meteorological, hydrological, agricultural and socio-economic factors using ensemble models and geospatial techniques	19
A comparative assessment of multi-criteria decision analysis for flood susceptibility modelling	19
Structural mapping of potential field sources using BHG filter	18
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	18
Optimization of statistical and machine learning hybrid models for groundwater potential mapping	18
Flash-flood propagation susceptibility estimation using weights of evidence and their novel ensembles with multicriteria decision making and machine learning	18
Extent of anthropogenic influence on groundwater quality and human health-related risks: an integrated assessment based on selected physicochemical characteristics	18
Remote sensing of land use-land cover change and climate variability on hydrological processes in Sub-Saharan Africa: key scientific strides and challenges	18
Polymetallic mineralization prospectivity modelling using multi-geospatial data in logistic regression: The Diapiric Zone, Northeastern Algeria	18
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data	18
Spatial variation of surface urban heat island magnitude along the urban-rural gradient of four rapidly growing Indian cities	18
Assessing spatiotemporal variation in drought characteristics and their dependence on timescales over Vidarbha Region, India	18
Segmentation and sampling method for complex polyline generalization based on a generative adversarial network	17
Assessment of flood susceptibility mapping using support vector machine, logistic regression and their ensemble techniques in the Belt and Road region	17
Hybrid XGboost model with various Bayesian hyperparameter optimization algorithms for flood hazard susceptibility modeling	17

A graph deep learning approach for urban building grouping	17
Flood susceptibility mapping of Northeast coastal districts of Tamil Nadu India using Multi-source Geospatial data and Machine Learning techniques	17
A national fuel type mapping method improvement using sentinel-2 satellite data	17
Multi-parameter risk mapping of Qazvin aquifer by classic and fuzzy clustering techniques	17
Investigating persistent scatterer InSAR (PSInSAR) technique efficiency for landslides mapping: a case study in Artvin dam area, in Turkey	17
Land subsidence susceptibility mapping using Analytical Hierarchy Process (AHP) and Certain Factor (CF) models at Neyshabur plain, Iran	17
Fuzzy AHP based GIS and remote sensing techniques for the groundwater potential zonation for Bundelkhand Craton Region, India	17
An assessment of temporal RADARSAT-2 SAR data for crop classification using KPCA based support vector machine	17
Synergetic utilization of sentinel-1 SAR and sentinel-2 optical remote sensing data for surface soil moisture estimation for Rupnagar, Punjab, India	17
Spatio-temporal patterns of wildfires in Siberia during 2001–2020	16
Combining logistic regression-based hybrid optimized machine learning algorithms with sensitivity analysis to achieve robust landslide susceptibility mapping	16
New insights on Kimberlite emplacement around the Bundelkhand Craton using integrated satellite-based remote sensing, gravity and magnetic data	16
Flood susceptibility mapping in Brahmaputra floodplain of Bangladesh using deep boost, deep learning neural network, and artificial neural network	16
Performances of MLR, RBF-NN, and MLP-NN in the evaluation and prediction of water resources quality for irrigation purposes under two modeling scenarios	16
Structural and tectonic interpretation of EGM2008 gravity data around the Laccadive ridge in the Western Indian Ocean: an implication to continental crust	16
Osdes_net: oil spill detection based on efficient_shuffle network using synthetic aperture radar imagery	16
Landslide susceptibility assessment in Zhenxiong County of China based on geographically weighted logistic regression model	16
Reporting the management of COVID-19 threat in India using remote sensing and GIS based approach	16
Impacts of groundwater and climate variability on terrestrial groundwater dependent ecosystems: a review of geospatial assessment approaches and challenges and possible future research directions	15
A new approach for vulnerability assessment of coastal aquifers using combined index	15
Prediction of land use land cover changes of a river basin using the CA-Markov model	15
Evaluation of polarimetry and interferometry of sentinel-1A SAR data for land use and land cover of the Brazilian Amazon Region	15
Development of a novel hybrid multi-boosting neural network model for spatial prediction of urban flood	15
Prediction of land cover change based on CA-ANN model to assess its local impacts on Bagerhat, southwestern coastal Bangladesh	15
Ecological environment quality assessment of Xishuangbanna rubber plantations expansion (1995–2018) based on multi-temporal Landsat imagery and RSEI	15
A novel GIS-based MCDM approach to identify the potential eco-tourism sites in the Eastern Dooars region (Himalayan foothill) of West Bengal, India	15
Compiling a high-resolution country-level ecosystem map to support environmental policy: methodological challenges and solutions from Hungary	15
Optimized landslide susceptibility mapping and modelling using PS-InSAR technique: a case study of Chitral valley, Northern Pakistan	14
Flash flood vulnerability assessment of roads in China based on support vector machine	14
Retrieval of monthly maximum and minimum air temperature using MODIS aqua land surface temperature data over the United Arab Emirates	14
Consideration of spatial heterogeneity in landslide susceptibility mapping using geographical random forest model	14
Analyzing sensitivity of flood susceptible model in a flood plain river basin	14
Satellite-based spectral mapping (ASTER and landsat data) of mineralogical signatures of beach sediments: a precursor insight	14
A bibliometric analysis of the landslide susceptibility research (1999–2021)	14
COVID-19 slowdown induced improvement in air quality in India: rapid assessment using Sentinel-5P TROPOMI data	14
Mapping groundwater potential zones using relative frequency ratio, analytic hierarchy process and their hybrid models: case of Nzhelele-Makhado area in South Africa	14
Novel ensemble of deep learning neural network and support vector machine for landslide susceptibility mapping in Tehri region, Garhwal Himalaya	13
Sustainable development goals (SDGs) associated with flash flood hazard mapping and management measures through morphometric evaluation	13
Estimating floodwater depth using SAR-derived flood inundation maps and geomorphic model in kosi river basin (India)	13
Estimation of spatio-temporal variability in land surface temperature over the Ganga River Basin using MODIS data	13
Rainfall induced soil erosion assessment, prioritization and conservation treatment using RUSLE and SYI models in highland watershed of Ethiopia	13
Challenges and limitations of earthquake-induced building damage mapping techniques using remote sensing images-A systematic review	13
Use of hyperspectral imagery to detect affected vegetation and heavy metal polluted areas: a coal mining area, China	13
Flood risk assessment: role of mitigation capacity in spatial flood risk mapping	13
Novel application of Google earth engine interpolation algorithm for the development of geotechnical soil maps: a case study of mega-district	13
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	13
Pixel-based vs. object-based anthropogenic impervious surface detection: driver for urban-rural thermal disparity in Faridabad, Haryana, India	13
Soil erosion spatio-temporal exploration and Geodetection of driving factors using InVEST-sediment delivery ratio and Geodetector models in Dongsheng, China	13
Potential risks assessment of heavy metal(loid)s contaminated vegetables in Pakistan: a review	13
Spatial modelling of accidents risk caused by driver drowsiness with data mining algorithms	13
Prediction of soil erosion risk using earth observation data under recent emission scenarios of CMIP6	13
Assessment of agricultural land suitability using GIS and fuzzy analytical hierarchy process approach in Ranchi District, India	13
Glacier mass loss in the Alaknanda basin, Garhwal Himalaya on a decadal scale	13
Channel dynamics and geomorphological adjustments of Kaljani River in Himalayan foothills	13
Inversion of soil salinity according to different salinization grades using multi-source remote sensing	13
Detection and analysis of drought over Turkey with remote sensing and model-based drought indices	13
Monitoring of phenological stage and yield estimation of sunflower plant using Sentinel-2 satellite images	12
Analyzing shoreline dynamicity and the associated socioecological risk along the Southern Odisha Coast of India using remote sensing-based and statistical approaches	12
Mission to earth: LANDSAT 9 will continue to view the world	12
Spatial prediction of landslides along National Highway-6, Hoa Binh province, Vietnam using novel hybrid models	12
Land suitability analysis for paddy crop using GIS-based Fuzzy-AHP (F-AHP) method in Koch Bihar district, West Bengal	12
A comparative assessment of modeling groundwater vulnerability using DRASTIC method from GIS and a novel classification method using machine learning classifiers	12
Supervised data-driven approach for hyperspectral band selection using quantization	12
High resolution inventory and hazard assessment of potentially dangerous glacial lakes in upper Jhelum basin, Kashmir Himalaya, India	12
Flash flood susceptibility mapping in urban area using genetic algorithm and ensemble method	12
PS-InSAR based validated landslide susceptibility modelling: a case study of Ghizer valley, Northern Pakistan	12
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	12
Cloud detection using sentinel 2 imageries: a comparison of XGBoost, RF, SVM, and CNN algorithms	12
Evaluation of re-sampling methods on performance of machine learning models to predict landslide susceptibility	12
Forest fire susceptibility prediction using machine learning models with resampling algorithms, Northern part of Eastern Ghat Mountain range (India)	12
Drought characterization using the Combined Terrestrial Evapotranspiration Index over the Indus, Ganga and Brahmaputra river basins	12
Deep semantic segmentation for detecting eucalyptus planted forests in the Brazilian territory using sentinel-2 imagery	12
Application of remotely sensed sea surface temperature for assessment of recurrent coral bleaching (2014–2019) impact on a marginal coral ecosystem	12
Analysis of land use land cover change using a new and existing spectral indices and its impact on normalized land surface temperature	12
Detection of areas prone to flood-induced landslides risk using certainty factor and its hybridization with FAHP, XGBoost and deep learning neural network	12
Remote sensing and GIS for urbanization and flood risk assessment in Phnom Penh, Cambodia	12
Spatial distribution of heavy metals contamination and risk indices evaluation in sediments of Indus River and its tributaries, Pakistan	12
Delineation of groundwater potential zones by means of ensemble tree supervised classification methods in the Eastern Lake Chad basin	11
Spatial distribution of contaminants and water quality assessment using an indexical approach, Astore River basin, Western Himalayas, Northern Pakistan	11
Land degradation assessment using AHP and GIS-based modelling in Duhok District, Kurdistan Region, Iraq	11

Temporal fluctuations of siachen glacier velocity: a repeat pass sar interferometry based approach	11
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	11
Improved folded-PCA for efficient remote sensing hyperspectral image classification	11
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	11
From land cover to land use: applying random forest classifier to Landsat imagery for urban land-use change mapping	11
Essential insights into decision mechanism of landslide susceptibility mapping based on different machine learning models	11
Land use/land cover mapping from airborne hyperspectral images with machine learning algorithms and contextual information	11
Spatio-temporal analysis and simulation of land cover changes and their impacts on land surface temperature in urban agglomeration of Bisha Watershed, Saudi Arabia	11
Application of novel deep boosting framework-based earthquake induced landslide hazards prediction approach in Sikkim Himalaya	11
Urban wetland fragmentation and ecosystem service assessment using integrated machine learning algorithm and spatial landscape analysis	11
Variance based fusion of VCI and TCI for efficient classification of agriculture drought using MODIS data	11
Integrating remote sensing, GIS and in-situ data for structural mapping over a part of the NW Rif belt, Morocco	11
Revealing potential areas of water resources using integrated remote-sensing data and GIS-based analytical hierarchy process	11
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	11
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	10
High-resolution land use and land cover change analysis using GEOBIA and landscape metrics: A case of Istanbul, Turkey	10
Poverty estimation at the county level by combining LuoJia1-01 nighttime light data and points of interest	10
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	10
Urban surface water bodies mapping using the automatic k-means based approach and sentinel-2 imagery	10
Detection of diseased pine trees in unmanned aerial vehicle images by using deep convolutional neural networks	10
Improving a comprehensive remote sensing drought index (CRSDI) in the Western part of Iran	10
Monitoring the morphological evolution of a reach of the Italian Po River using multispectral satellite imagery and stage data	10
Impact of linear transport infrastructure on fluvial connectivity across the catchments of West Bengal, India	10
Assessment of Gini-, entropy- and ratio-based classification trees for groundwater potential modelling and prediction	10
Spatial surface velocity pattern in the glaciers of Chandra Basin, Western Himalaya	10
Modelling of land use and land cover changes and prediction using CA-Markov and Random Forest	10
Persistent Scatterer Interferometry in the post-event monitoring of the Idukki Landslides	10
Effect of vegetation structure on above ground biomass in tropical deciduous forests of Central India	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
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	10
Multi-sensor datasets-based optimal integration of spectral, textural, and morphological characteristics of rocks for lithological classification using machine learning models	10
Stripe segmentation of oceanic internal waves in SAR images based on SegNet	10
A novel change detection method using remotely sensed image time series value and shape based dynamic time warping	10
Human cognition based framework for detecting roads from remote sensing images	10
Application of neural network model-based framework approach to identify gully erosion potential hotspot zones in sub-tropical environment	10
Flash flood susceptibility mapping using stacking ensemble machine learning models	9
Assessing the suitability of GlobeLand30 for land cover mapping and sustainable development in Malaysia using error matrix and unbiased area Estimation	9
Detection and mapping of snow avalanche debris from Western Himalaya, India using remote sensing satellite images	9
Measuring land deformation in a mega city Karachi-Pakistan with sentinel SAR interferometry	9
Delineation of structural lineaments of the Southwest Sub-basin (East Vietnam Sea) using global marine gravity model from CryoSat-2 and Jason-1 satellites	9
Monitoring impacts of ecological engineering on ecosystem services with geospatial techniques in karst areas of SW China	9
Ecosystem services value assessment and forecasting using integrated machine learning algorithm and CA-Markov model: an empirical investigation of an Asian megacity	9
Understanding the scale effects of topographical variables on landslide susceptibility mapping in Sikkim Himalaya using deep learning approaches	9
Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter	9
Improving the 3D model accuracy with a post-processing kinematic (PPK) method for UAS surveys	9
A novel ensemble machine learning and time series approach for oil palm yield prediction using Landsat time series imagery based on NDVI	9
Climate change enhances the positive contribution of human activities to vegetation restoration in China	9
A comparative study on the peak detection methods used to interpret potential field data: a case study from Vietnam	9
Improving Water Quality Index prediction for water resources management plans in Malaysia: application of machine learning techniques	9
Accuracy assessment of RTK/PPK UAV-photogrammetry projects using differential corrections from multiple GNSS fixed base stations	9
Detecting Li-bearing pegmatites using geospatial technology: the case of SW Konar Province, Eastern Afghanistan	9
Spatio-temporal pattern of urban eco-environmental quality of Indian megacities using geo-spatial techniques	9
Detecting the invasive fall armyworm pest incidence in farm fields of southern India using Sentinel-2A satellite data	9
Some non-uniformity patterns spread over the lower Mahanadi River Basin, India	9
Estimation of mustard and wheat phenology using multi-date Shannon entropy and Radar Vegetation Index from polarimetric Sentinel- 1	9
Empirical study on comparative analysis of dynamic degree differences of land use based on the optimization model	9
Evaluating the effects of climate and land use change on the future flood susceptibility in the central region of Vietnam by integrating land change modeler, machine learning methods	8
A novel hybrid approach using SVM and spectral indices for enhanced land use land cover mapping of coastal urban plains	8
Comparing rotation forests and extreme gradient boosting for monitoring drought damage on KwaZulu-Natal commercial forests	8
Flood hazard assessment in Yemen using a novel hybrid approach of Grey Wolf and Levenberg Marquardt optimizers	8
Analysis of the spatial range of service and accessibility of hospitals designated for coronavirus disease 2019 in Yunnan Province, China	8
Applicability of different vegetation indices for pasture biomass estimation in the north-central region of Mongolia	8
Modelling and mapping of landslide susceptibility regulating potential ecosystem service loss: an experimental research in Saudi Arabia	8
Detecting and mapping drought severity using multi-temporal Landsat data in the uMsinga region of KwaZulu-Natal, South Africa	8
Mapping active paddy rice area over monsoon asia using time-series Sentinel – 2 images in Google earth engine; a case study over lower gangetic plain	8
Comparing Landsat-8 and Sentinel-2 top of atmosphere and surface reflectance in high latitude regions: case study in Alaska	8
Assessing the impacts of human interventions and climate change on fluvial flooding using CMIP6 data and GIS-based hydrologic and hydraulic models	8
Combining both spectral and textural indices for alleviating saturation problem in forest LAI estimation using Sentinel-2 data	8
GIS-based seismic vulnerability mapping: a comparison of artificial neural networks hybrid models	8
Analysis of wildfires and associated emissions during the recent strong ENSO phases in Southern Africa using multi-source remotely-derived products	8
Spatiotemporal patterns of agricultural and meteorological droughts using SPI and MODIS-based estimates over a Brazilian semiarid region: study case of Upper Paraíba River basin	8
VIIRS boat detection (VBD) product-based night time fishing vessels observation in the Arabian Sea and Bay of Bengal Sub-regions	8
Assessment of data mining, multi-criteria decision making and fuzzy-computing techniques for spatial flood susceptibility mapping: a comparative study	8
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	8
Use of spectral reflectance from a compact spectrometer to assess chlorophyll content in Zizania latifolia	8
An integrated ASTER-based approach for mapping carbonatite and iron oxide-apatite deposits	8
Enhanced classification and regression tree (CART) by genetic algorithm (GA) and grid search (GS) for flood susceptibility mapping and assessment	8
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	8
Mapping the global spatio-temporal dynamics of COVID-19 outbreak using cartograms during the first 150 days of the pandemic	8
Challenges for chlorophyll-a remote sensing in a highly variable turbidity estuary, an implementation with sentinel-2	8
Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia	8
Developing groundwater potentiality models by coupling ensemble machine learning algorithms and statistical techniques for sustainable groundwater management	8
Advanced machine learning models development for suspended sediment prediction: comparative analysis study	8
Evaluation of climate change impacts on future gully erosion using deep learning and soft computational approaches	8
Essential study of Karakoram glacier velocity products extracted using various techniques	8
Rapid method for yearly LULC classification using Random Forest and incorporating time-series NDVI and topography: a case study of Thanh Hoa province, Vietnam	8
Surface subsidence monitoring with an improved distributed scatterer interferometric SAR time series method in a filling mining area	7
An approach for multi-dimensional land subsidence velocity estimation using time-series Sentinel-1 SAR datasets by applying persistent scatterer interferometry technique	7
Spatial and temporal trends of urban green spaces: an assessment using hyper-temporal NDVI datasets	7
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia	7
The importance of investigating causative factors and training data selection for accurate landslide susceptibility assessment: the case of Ain Lahcen commune (Tetouan, Northern Morocco)	7
Developing a new method for future groundwater potentiality mapping under climate change in Bisha watershed, Saudi Arabia	7
Vegetation activity enhanced in India during the COVID-19 lockdowns: evidence from satellite data	7
Consistency assessment of multi-date PlanetScope imagery for seagrass percent cover mapping in different seagrass meadows	7