Geocarto International

Article	Citations
Glacier elevation change during two periods in the Lenglongling mountains derived from bistatic SAR interferometry	115
Extraction of Hani terraces based on Sentinel-2 and GF-2 images in Honghe prefecture, Yunnan province	103
Graph neural network method for the intelligent selection of river system	92
Continental-scale bias correction and random forest downscaling of CMIP6 precipitation across Europe	68
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)	63
Inferring coastal slope of sandy beaches from remote sensing imagery and tidal level data	54
Enhancement of the balanced total horizontal derivative of gravity data using the power law approach	53
Azimuth-transfer based SAR image generation with few samples	52
The impact of earth fissures on flood hazard extent for the Northern part of the Qaa’Jahran Basin, Dhamar, Yemen	49
Mangrove cover change (2005–2019) in the Northern of Medan City, North Sumatra, Indonesia	47
Research on land use pattern change and its influencing factors based on the coupling model: evidence from Zhongshan, China	42
Bayesian logistic regression analysis for spatial patterns of inter-seasonal drought persistence	42
Spatial-temporal behaviour of hikers in the southeastern margin of Qinghai-Tibet Plateau: insights from volunteered geographic information	41
Improved mapping of highland bamboo forests using Sentinel-2 time series and machine learning in Google Earth Engine	39
Spatial predictions of soil moisture across a longitudinal gradient in semiarid ecosystems using UAV and RGB sensors	39
Dynamic monitoring and analysis of factors influencing ecological quality in rapidly urbanizing areas based on the Google Earth Engine	39
The spatio-temporal evolution of land cover and landscape patterns in Hunan Province, China from 1990 to 2021	38
Point and pixel inclusive machine learning models for exploring gully erosion susceptibility	38
Predictions of land use/land cover change, drivers, and their implications on water availability for irrigation in the Vea catchment, Ghana	38
Enhancing mineral exploration in the Kolwezi region, DRC, through remote sensing and ensemble machine learning algorithms	38
Monitoring and assessment of heavy metal contamination in surface water of selected rivers	37
Comparative modelling of vegetation species richness in inner Mongolia's grain for green program areas based on remote sensing and environmental variables	37
Analysis of the spatial and temporal evolution and driving factors of landscape ecological risk in Xiaojiang River Basin, Yunnan, China	34
Drone in hyperspectral remote sensing data analytics: techniques and applications	34
A large-scale extraction framework for mapping urban in-formal settlements using remote sensing and semantic segmentation	32

NDVI assessment versus two impact factors analysis (separate analysis based on chlorophyll content and leaf cellular structure): which method is more effective to detect declining health of an individ	31
Lithology classification integrating multi-source remote sensing data after vegetation suppression: a case study from Inner Mongolia Autonomous Region, China	30
Hyperspectral identification of travertine state in Huanglong by the PSO-BPNN method	30
Hybrid deep learning and boosting for multi-source coastal scene classification using aerial imagery	28
Dynamic monitoring of surface water areas of nine plateau lakes in Yunnan Province using long time-series Landsat imagery based on the Google Earth Engine platform	27
Quantum neural network-based approach for optimizing road network selection	27
HRRSODN: high-Resolution remote sensing object detection network fusion of road-adjacent relationships	27
‘Environmental vulnerability of a tropical river watershed, Eastern amazon’	27
Mapping shrub cover in grasslands with an object-based approach and investigating the connection to topo-edaphic factors	26
Assessing the vulnerability of watersheds to environmental degradation in the lesser Himalayan region using satellite data and a series of models	25
Monitoring ultra high-voltage transmission tower deformation and corridor subsidence using China C-band Synthetic Aperture Radar and Sentinel-1 data	25
Incorporating landscape ecological approach in machine learning classification for agricultural land-use mapping based on a single date imagery	25
Atmospheric aerosol dynamics in the Sichuan Basin: spatial heterogeneity and driving mechanisms	25
Spatial heterogeneity in the nexus of blue-green infrastructure, urban heat, and population distribution within Hangzhou	25
Characterization of landuse and landcover dynamics and their impact on runoff generation patterns in dam catchments of Northern Ghana	25
Global landslide susceptibility prediction based on the automated machine learning (AutoML) framework	24
Modeling of landslides susceptibility prediction using deep belief networks with optimized learning rate control	24
Multiple crop yield estimation and forecasting using MERRA-2 model, satellite-gauge and MODIS satellite data by time series and regression modelling approach	24
Correction	24
Crop field extraction from high resolution remote sensing images based on semantic edges and spatial structure map	24
Simulation and prediction of the expansion of OpenStreetMap building data based on the Markov-FLUS model in Shenzhen, China	23
Remote sensing of land cover change dynamics in mountainous catchments and semi-arid environments: a review	23
Evaluation and improvement of the vertical accuracy of the global open DEM under forest environment	23
Landslide spatial prediction using data-driven based statistical and hybrid computational intelligence algorithms	23
Extraction of landslide information and analysis of driving factors using multi-source remote sensing data and Bayesian algorithms	22
Rapid method for yearly LULC classification using Random Forest and incorporating time-series NDVI and topography: a case study of Thanh Hoa province, Vietnam	22
Identifying river changes by river pattern events: a case study of the Lower Yellow River, China	22
A synergistic PCA and C-A fractal approach for high-precision extraction of mineral alteration anomalies from ASTER remote sensing data	22
Evaluation of polarization modes and spatial resolution of PALSAR-2 for canal detection accuracy in Indonesia peatlands	21
Impacts of land use/land cover patterns on groundwater quality in the Guanzhong Basin of northwest China	21
Evaluation of best scanline search/determination methods for spaceborne rectified pushbroom images	21
Mapping cropland in Yunnan Province during 1990–2020 using multi-source remote sensing data with the Google Earth Engine Platform	21
Landscape sightline analysis on height control of land around architectural heritage sites: Nanshan Temple and Nanping Academy in Zhangzhou, China	21
Seasonal land surface temperature variations and their influencing factors in urban residential and urban village homestead blocks on Xiamen Island, China	21
Increased precipitation weakenes the positive effect of vegetation greening on erosion	21
Warming inland water in peninsular Spain revealed by landsat 5 analysis	21
Skeleton line extraction for areal hydrographic elements considering spatial and hierarchical relationships	20
Lithology classification in semi-arid areas based on vegetation suppression integrating microwave and optical remote sensing images: Duolun county, Inner Mongolia autonomous region, China	20
An enhanced spatiotemporal fusion model with degraded fine-resolution images via relativistic generative adversarial networks	20
Towards quantifying the relative tectonic activity in the Trans-Yamuna segment of NW Himalaya	20
Multitemporal analysis of inland water bodies in the Colombian Andes for water security	20
Optimization of land subsidence prediction features using machine learning and SHAP analysis with Sentinel-1 InSAR data in Chengdu and Chongqing, China	20
Review of compression approaches for optical remote-sensing images from post-processing perspective	20
Beyond single techniques: can a hybrid MCDM approach re-define flood risk mapping and decision-making in Sub-Himalayan North Bengal?	20
Efficient multiscale feature integration network for lightweight remote sensing images change detection	20
Improving lithological mapping by support vector machine classification using integrated visible-near infrared, shortwave infrared, and thermal infrared of ASTER data sets	20
Integrated use of GIS, RS and USLE model for LULC change analysis and soil erosion risk mapping in the Lake Hawassa Watershed, Southern Ethiopia	20
Application of artificial neural network algorithms to estimate spatial soil organic carbon stock in Prairie lands from remote sensing and soil data pool	20
Optimizing mineral exploration in resource constrained environments through satellite-based structural geology mapping	19
Flood susceptibility mapping in the Yom River Basin, Thailand: stacking ensemble learning using multi-year flood inventory data	19

Assessment of optimal seasonal selection for RSEI construction: a case study of ecological environment quality assessment in the Beijing-Tianjin-Hebei region from 2001 to 2020	19
Kinematic slope stability assessment using UAV-based photogrammetry at Gunung Geulis Cinanjung Tanjungsari, Sumedang Regency, Indonesia	19
Modelling and application of a spectral clustering method for shared bicycle trajectories	19
Estimating the plausible projections of land use/land cover dynamics in Jhelum and Chenab River basins using satellite imageries and machine learning models in Google Earth Engine	19
Remote sensing-based carbon stock estimation with interpretability analysis in boreal forests	19
Potential impact of future land use/cover dynamics on the habitat quality of the Yayo Coffee Forest Biosphere Reserve, southwestern Ethiopia	19
Remote sensing interpretation of surface linear-ring structures and wall-rock alteration in the Lingshan area, Shangrao City, Jiangxi Province, China: implications for mineral prospecting	19
Spatial and temporal evolution and prediction of soil erosion in the urban agglomeration on the northern slopes of the Tianshan Mountains in China	19
Spatiotemporal characteristics of present-day horizontal deformation of the Yishu Fault Zone in Shandong, China	18
A3TGCN: attention temporal graph convolutional network for enhanced PM 2.5 spatiotemporal modeling	18
Past and future land use/land cover, and climate change impacts on environmental sustainability in Vea catchment, Ghana	18
Determination of rice (Oryza sativaL.) site suitability using multi-criteria decision-making based on the best-worst method	18
Climate change and hydrological response of Megech catchment, Upper Blue Nile River Basin, Ethiopia	18
Spatiotemporal evolution of land ecological quality and its driving factors: a case study of Zhejiang Province, China	18
A machine learning-based approach for generating high-resolution soil moisture from SMAP products	18
Investigation of landslide-based road surface deformation in mountainous areas with single period UAV data	18
The analysis ready multispectral data and machine learning algorithms for mapping groundwater-dependent invasive alien plants in Heuningnes Catchment, South Africa	17
Bare ground classification using a spectral index ensemble and machine learning models optimized across 12 international study sites	17
Application of remote sensing-based spectral variability hypothesis to improve tree diversity estimation of seasonal tropical forest considering phenological variations	17
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	17
Cloud detection using sentinel 2 imageries: a comparison of XGBoost, RF, SVM, and CNN algorithms	17
Interpretable image deblurring with ISTA_inspired deep network (ISTA_Deblurnet)	17
Rainwater harvesting in Modjo watershed, upper Awash River Basin, Ethiopia through remote sensing and fuzzy AHP	17
A data-driven, cloud-based approach for forest aboveground biomass mapping using GEDI and other earth observation data: an ecoregion-specific Investigation across the state of Alabama, USA	17
Modelling of land use and land cover changes and prediction using CA-Markov and Random Forest	16
Optimal road design using genetic algorithm to improve biodiversity and risk of soil loss	16
Analysis of polarimetric coherence data and derived roll-variant parameters of Sentinel-1 data for discriminating mangrove types in Pichavaram wetlands	16
Land use changes in Klaipeda, Kaunas and Vilnius (Lithuania) functional urban areas	16
Vegetation dynamics and dominant driving factors in a semi-arid coal mining area under a disturbance–restoration zoning framework	16
Efficient capsule network with attention mechanism for hyperspectral remote sensing classification	16
A novel mosaic adaptive attention network for multispectral imaging reconstruction	16
Proposing a new framework for analyzing the severity of meteorological drought	16
Regularizing building outlines extracted from remote sensing images by integrating multiple algorithms	16
Delineation of groundwater potential zones of upper Godavari sub-basin of India using bi-variate, MCDM and advanced machine learning algorithms	16
A topological reconstruction method for building point clouds integrating deep semantic segmentation and adjacency constraints	16
A SAR-based flood mapping approach: application of SAR-SIFT registration and modified DeepLabV3 segmentation in flood hazard assessment	15
A machine-learning hybrid-classification method for stratification of multidecadal beach dynamics	15
Accuracy assessment of RTK/PPK UAV-photogrammetry projects using differential corrections from multiple GNSS fixed base stations	15
Remote sensing inversion study of total organic carbon concentration in Karst Plateau Lakes–Taking Pingzhai reservoir as an example	15
Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter	15
Pluvial flood susceptibility mapping for data-scarce urban areas using graph attention network and basic flood conditioning factors	15
Optimizing data grouping strategies for landslide susceptibility assessment using frequency ratio-machine learning coupled models	15
Graph neural network-based identification of ditch matching patterns across multi-scale geospatial data	15
Very high resolution Worldview-3 images for land cover mapping on a large scale: strengths and remaining challenges	15
Hybrid retrieval of grass biophysical variables based-on radiative transfer, active learning and regression methods using Sentinel-2 data in Marakele National Park	15
Mapping soil organic carbon in northern France using adaptive zoning regression kriging based on LUCAS dataset	14
Identification of sustainable urban settlement sites using interrelationship based multi-influencing factor technique and GIS	14
Remote sensing–derived land use land cover for hydrological modelling of flood hydrographs in the Mun River Basin, Thailand	14
Identification of degradation factors in mountain semiarid rangelands using spatial distribution modelling and ecological niche theory	14
Urban object detection algorithm based on feature enhancement and progressive dynamic aggregation strategy	14
Spatial heterogeneity characteristics and driving mechanism of land use change in Henan Province, China	14
Current land subsidence in Jakarta: a multi-track SBAS InSAR analysis during 2017–2022 using C-band SAR data	14
Evaluation of linear, nonlinear and ensemble machine learning models for landslide susceptibility assessment in southwest China	14
Mapping the spatial distribution and potential expansion of agricultural plastic greenhouses in Tartus, Syria using GIS and remote sensing techniques	14
Spatiotemporal urban sprawl analysis using geospatial techniques: a case of Bule Hora Town, Ethiopia (1994–2024)	14
Development of an empirical model for weighted mean temperature over North Indian region	14
A comparative analysis of machine learning-based methods for impervious surface mapping using SAR and optical data	13
SBHSR: single-band super-resolution method for hyperspectral images based on blind degradation and fusion of auxiliary band	13
Enhancing geological data interpolation by integrating convolutional neural networks (CNN) with the Ordinary Kriging (OK) method: a case study of Wuhan	13
Correction	13
A critical survey of GEOBIA methods for forest image detection and classification	13
Assessing the impact of green spaces on the urban heat island effect	13
Impacts of climatic variability on surface water area observed by remotely sensed imageries in the Red River Basin	13
Drivers of maize yield variability at household level in Northern Ghana and Malawi	13
Exploring crop yield variability under different land management practices with spectral vegetation indices in the Ethiopian Blue Nile basin	13
A random forest model of karst ground collapse susceptibility based on factor and parameter coupling optimization	13
Spatio-temporal correlation between growth of science and technology innovation parks (STIPs) and urban development in Yangtze Delta region (YDR), China using remote sensing and GIS techniques	13
Mapping the cultural landscape: spatio-temporal patterns and influences on sports intangible cultural heritage in the Yangtze River Delta, China	13
Enhancing flood susceptibility mapping in Sana’a, Yemen with random forest and eXtreme gradient boosting algorithms	12
Drought susceptibility modeling with geospatial techniques and AHP model: a case of Bilate River Watershed, Central Rift Valley of Ethiopia	12
UAV-based multispectral image analytics and machine learning for predicting crop nitrogen in rice	12
Remote sensing change detection: a comparative study of spectral distances	12
Global perspectives on unmanned aerial vehicles technology in social sciences: applications, innovations, and future research directions	12
MF-ShipNet: a multi-feature weighted fusion and PCA-SVM model for ship detection in remote sensing images	12
Study on the response of ecological sensitivity to land use and land cover changes in Jinzhai, China	12
The spatiotemporal evolution and associated factors of Chinese traditional sports, games, and acrobatics intangible cultural heritage	12
Recognition of building shape in maps using deep graph filter neural network	12
A lightweight CNN-LSTM hybrid model for land cover classification in satellite imagery	12
Terrestrial ecosystem carbon storage responses to land cover evolution under future multi-scenario in ecological function zone for soil and water conservation of the Three Gorges Reservoir, China	12
Crop mapping using sentinel-1 and sentinel-2 imagery: a systematic review of machine learning classification methods (2015–2025)	11

Developing a new method for future groundwater potentiality mapping under climate change in Bisha watershed, Saudi Arabia	11
A novel method for grading urban socio-economic development levels based on NTL data and Landsat data	11
A method for stitching remote sensing images with Delaunay triangle feature constraints	11
A GeOBIA-assisted framework for canopy height estimation using airborne lidar scanning: a city-scale approach	11
Development of chlorophyll-a concentration estimation algorithm for turbid productive inland waters in India	11
Spatial-Land use planning system data model proposal for edition II of LADM	11
Vegetation dynamics and their responses to climate factors in the Qinghai-Tibet plateau: insights from the terrestrial ecosystems	11
Using the Google Earth Engine cloud-computing platform to assess the long-term spatial temporal dynamics of land use and land cover within the Letaba watershed, South Africa	11
Mapping high marsh and salt pannes/flats along the northern Gulf of Mexico coast	11
Evaluation of alteration zones around Parmagasu copper indication, Kuh Zar, Damghan, Iran, using ASTER satellite data	11
Furthering the precision of RUSLE soil erosion with PSInSAR data: an innovative model	11
Advances in earth observation using unmanned aerial vehicles: a bibliometric and content analysis (2000–2024)	11
Enhancing landslide susceptibility modelling through a novel non-landslide sampling method and ensemble learning technique	11
A review of fusion framework using optical sensors and Synthetic Aperture Radar imagery to detect and map land degradation and sustainable land management in the semi-arid regions	11
Application of GIS technique to address the uranium contamination in groundwater of a hard rock aquifer, South India	11
Accurate deformation analysis based on point position uncertainty estimation and adaptive projection point cloud comparison	11
Evaluating and mapping spatial drought in northeast Thailand: utilizing analytic hierarchy process and random forest algorithms	11
Multi-temporal catchment and wetland scale soil moisture and vegetation analysis in Shashe, Tugwi and Zibagwe sub-catchments of Zimbabwe	11
Spatio-temporal air quality assessment in Tehran, Iran, during the COVID-19 lockdown periods	11
A comparative study on the applicability and effectiveness of NSVI and NDVI for estimating fractional vegetation cover based on multi-source remote sensing image	11
Consistency assessment of multi-date PlanetScope imagery for seagrass percent cover mapping in different seagrass meadows	11
Probabilistic analysis of landslide hazard: considering the dependence between hazard components	10
A method for measuring geometric information content of area cartographic objects based on discrepancy degree of shape points	10
Land use/land cover change, land surface temperature and climatic variability using geospatial analysis in the Sikkim Himalaya, India	10
Impact of land transformation processes in Eastern China on the long-term development of land surface temperatures	10
Geometric and radiometric constraints-based extraction of urban road manhole covers and their maintenance-related information using mobile laser scanning data	10
Delineation of groundwater potential zone by integrating groundwater quality parameters using geospatial techniques and multi-criteria decision analysis – a case study on Chennai coastal watershed, Ta	10
A fusion-based despeckling approach for multi-temporal SAR images using non-adaptive diffusion and thresholding method	10
Changing land surface temperature in response to land use changes in Kashmir valley of northwestern Himalayas	10
Inversion of the hybrid machine learning model to estimate leaf area index of winter wheat from GaoFen-6 WFV imagery	10
Shallow water depth (≤5 m) estimation based on single-beam echo sounder and optical satellites	10
Identification and delineation of groundwater-dependent ecosystems (GDEs) in the Khakea–Bray transboundary aquifer region using geospatial techniques	10
Past and future land-use/land-cover change trends and its potential drivers in Koore’s agricultural landscape, Southern Ethiopia	10
Assessing the accuracy of sensitivity analysis: an application for a cellular automata model of Bogota’s urban wetland changes	10
Improving the accuracy of multi-scale building matching based on dynamic aggregation	10
Polymetallic mineralization prospectivity modelling using multi-geospatial data in logistic regression: The Diapiric Zone, Northeastern Algeria	10
DSMFFNet: Depthwise separable multiscale feature fusion network for bridge detection in very high resolution satellite images	10
Assessment of yield stability patterns using sentinel-2 over a 7-year period	10
A study on the impact of climate change and human activities on vegetation NPP in the Central Yunnan urban agglomeration from 2000 to 2020	10
Monitoring land subsidence through improved CAESAR algorithm in time-series InSAR processing	10
Sensitivity and reliability analysis to MSBAS regularization for the estimation of surface deformation over a mine	9
Continuous generalization of water system elements	9
A morphological assessment of palaeochannels along the Lower Chambal Valley, India	9
Impact of bare soil pixels identification on clay content mapping using airborne hyperspectral AVIRIS-NG data: spectral indices versus spectral unmixing	9
Monitoring the subsidence at different periods in high underground water level coal mine areas using differential interferometric synthetic aperture radar (D-InSAR)	9
Automatic lineaments detection using radar and optical data with an emphasis on geologic and tectonic implications: a case study of Kabul Block, eastern Afghanistan	9
Enhancing landslide susceptibility predictions with XGBoost and SHAP: a data-driven explainable AI method	9
Observation of the vertical structure of atmospheric boundary layer in subtropical UHI by radiosonde	9
Widespread erosion of river islands in the Sichuan Basin revealed by satellite observations over the past decade	9
JM-guided multi-temporal sentinel-1/2 fusion and hybrid VGG16–UNet++ network for county-scale winter wheat mapping	9
Automatic evaluation and optimization of map registration based on feature overlap area ratio	9
Spatiotemporal analysis and influencing factors of ecological vulnerability in the Tuojiang River Basin, China	9
Curvature-aware urban terrain earthwork volume estimation: a multi-city remote sensing framework	9
Interpretation of Bayesian-optimized deep learning models for enhancing soil erosion susceptibility prediction and management: a case study of Eastern India	9
Applicability of SWOT data in calibrating WRF-Hydro hydrological model over the Tawa River basin	9
Surface spectral irradiance and irradiance partitioning in a complex mountain environment: understanding location-dependent topographic effects in satellite imagery	9
Assessing groundwater storage dynamics in east coast China under climatic influences: a 24-year watershed-scale evaluation (2000–2024)	9
UAV photogrammetry for red tide monitoring and geo-localization via onboard GNSS/IMU data	9
Seasonal and geological controls of radon ( 222 Rn) in groundwater of Vamanapuram river basin, SW India	9
Two decades of cropland monitoring in Changsha-Zhuzhou-Xiangtan city group: trends and future predictions	9
Spatially heterogeneous glacier elevation change in the Jankar Chhu Watershed, Lahaul Himalaya, India derived using ASTER DEMs	9
Spatiotemporal variation of net primary productivity influenced by climatic variables in the karst area of China	9
Spatiotemporal patterns and determinants of ecosystem services in road-effect zones of transportation networks: evidence from Guangdong Province, China	9
Classification evaluation and improvement of airborne PolSAR images for land use mapping using deep learning	9
Remote sensing image detection method in complex scenes based on SPAN and improved BIT	9
Quantifying the mixed uncertainty for calculating slope from a gridded digital elevation model	9
Drivers of land-use and land-cover change in rural landscapes; a case in Eastern Sierra Leone	9
Multiple spatial and wavelet feature interaction learning for change detection in remote sensing images	9
Investigating the effects of landscape characteristics on landslide susceptibility and frequency-area distributions: the case of Taounate province, Northern Morocco	9
Suspended sediment load prediction using hybrid bagging-based heuristic search algorithm	9
A new method for orthographic video map construction based on video and GIS	9
Identifying the spatiotemporal pattern and driving factors of vegetation dynamics in Shaanxi Province, China	9