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	108
Graph neural network method for the intelligent selection of river system	94
Continental-scale bias correction and random forest downscaling of CMIP6 precipitation across Europe	65
Enhancement of the balanced total horizontal derivative of gravity data using the power law approach	58
The impact of earth fissures on flood hazard extent for the Northern part of the Qaa’Jahran Basin, Dhamar, Yemen	56
Mangrove cover change (2005–2019) in the Northern of Medan City, North Sumatra, Indonesia	54
Bayesian logistic regression analysis for spatial patterns of inter-seasonal drought persistence	51
Research on land use pattern change and its influencing factors based on the coupling model: evidence from Zhongshan, China	48
Spatial-temporal behaviour of hikers in the southeastern margin of Qinghai-Tibet Plateau: insights from volunteered geographic information	45
Improved mapping of highland bamboo forests using Sentinel-2 time series and machine learning in Google Earth Engine	42
Point and pixel inclusive machine learning models for exploring gully erosion susceptibility	42
Spatial predictions of soil moisture across a longitudinal gradient in semiarid ecosystems using UAV and RGB sensors	42
Enhancing mineral exploration in the Kolwezi region, DRC, through remote sensing and ensemble machine learning algorithms	42
Inferring coastal slope of sandy beaches from remote sensing imagery and tidal level data	39
The spatio-temporal evolution of land cover and landscape patterns in Hunan Province, China from 1990 to 2021	39
Analysis of the spatial and temporal evolution and driving factors of landscape ecological risk in Xiaojiang River Basin, Yunnan, China	38
Comparative modelling of vegetation species richness in inner Mongolia's grain for green program areas based on remote sensing and environmental variables	38
Azimuth-transfer based SAR image generation with few samples	37
Drone in hyperspectral remote sensing data analytics: techniques and applications	35
Monitoring and assessment of heavy metal contamination in surface water of selected rivers	35
Predictions of land use/land cover change, drivers, and their implications on water availability for irrigation in the Vea catchment, Ghana	34
Dynamic monitoring and analysis of factors influencing ecological quality in rapidly urbanizing areas based on the Google Earth Engine	32
A large-scale extraction framework for mapping urban in-formal settlements using remote sensing and semantic segmentation	30
GIS and remote sensing in soil erosion studies: a systematic bibliometric review (2000–2024) and implications for Central Asia	30

Hybrid deep learning and boosting for multi-source coastal scene classification using aerial imagery	29
Lithology classification integrating multi-source remote sensing data after vegetation suppression: a case study from Inner Mongolia Autonomous Region, China	29
Mapping shrub cover in grasslands with an object-based approach and investigating the connection to topo-edaphic factors	27
‘Environmental vulnerability of a tropical river watershed, Eastern amazon’	27
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
Assessing the vulnerability of watersheds to environmental degradation in the lesser Himalayan region using satellite data and a series of models	26
Spatial heterogeneity in the nexus of blue-green infrastructure, urban heat, and population distribution within Hangzhou	26
Atmospheric aerosol dynamics in the Sichuan Basin: spatial heterogeneity and driving mechanisms	26
Monitoring ultra high-voltage transmission tower deformation and corridor subsidence using China C-band Synthetic Aperture Radar and Sentinel-1 data	25
Characterization of landuse and landcover dynamics and their impact on runoff generation patterns in dam catchments of Northern Ghana	25
Correction	25
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	24
Global landslide susceptibility prediction based on the automated machine learning (AutoML) framework	24
Landslide spatial prediction using data-driven based statistical and hybrid computational intelligence algorithms	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	23
Rapid method for yearly LULC classification using Random Forest and incorporating time-series NDVI and topography: a case study of Thanh Hoa province, Vietnam	23
Extraction of landslide information and analysis of driving factors using multi-source remote sensing data and Bayesian algorithms	23
Unveiling spatial semantics of urban POIs for tourism-oriented location-aware business recommendations	23
Identifying river changes by river pattern events: a case study of the Lower Yellow River, China	23
A synergistic PCA and C-A fractal approach for high-precision extraction of mineral alteration anomalies from ASTER remote sensing data	22
Divergent drivers across scales: stable land use carbon emission coordination and its heterogeneous mechanisms in the Yellow River Basin Urban Agglomerations	22
Hyperspectral identification of travertine state in Huanglong by the PSO-BPNN method	22
Remote sensing of land cover change dynamics in mountainous catchments and semi-arid environments: a review	22
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	22
Warming inland water in peninsular Spain revealed by landsat 5 analysis	21
Evaluation and improvement of the vertical accuracy of the global open DEM under forest environment	21
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	21
Incorporating landscape ecological approach in machine learning classification for agricultural land-use mapping based on a single date imagery	21
Beyond single techniques: can a hybrid MCDM approach re-define flood risk mapping and decision-making in Sub-Himalayan North Bengal?	21
AgroAdvisor: crop yield prediction, crop and fertilizer recommendation system using random forest with gradient boosting and DeepFM for precise agriculture	21
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	20
Mapping cropland in Yunnan Province during 1990–2020 using multi-source remote sensing data with the Google Earth Engine Platform	20
Evaluation of best scanline search/determination methods for spaceborne rectified pushbroom images	20
Evaluation of polarization modes and spatial resolution of PALSAR-2 for canal detection accuracy in Indonesia peatlands	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
Landscape sightline analysis on height control of land around architectural heritage sites: Nanshan Temple and Nanping Academy in Zhangzhou, China	20
Multitemporal analysis of inland water bodies in the Colombian Andes for water security	20
Skeleton line extraction for areal hydrographic elements considering spatial and hierarchical relationships	20
Increased precipitation weakenes the positive effect of vegetation greening on erosion	20
Seasonal land surface temperature variations and their influencing factors in urban residential and urban village homestead blocks on Xiamen Island, China	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	19
An enhanced spatiotemporal fusion model with degraded fine-resolution images via relativistic generative adversarial networks	19
Optimization of land subsidence prediction features using machine learning and SHAP analysis with Sentinel-1 InSAR data in Chengdu and Chongqing, China	19
Lithology classification in semi-arid areas based on vegetation suppression integrating microwave and optical remote sensing images: Duolun county, Inner Mongolia autonomous region, China	19
Application of artificial neural network algorithms to estimate spatial soil organic carbon stock in Prairie lands from remote sensing and soil data pool	19

Review of compression approaches for optical remote-sensing images from post-processing perspective	19
Towards quantifying the relative tectonic activity in the Trans-Yamuna segment of NW Himalaya	19
Optimizing mineral exploration in resource constrained environments through satellite-based structural geology mapping	18
Modelling and application of a spectral clustering method for shared bicycle trajectories	18
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	18
Kinematic slope stability assessment using UAV-based photogrammetry at Gunung Geulis Cinanjung Tanjungsari, Sumedang Regency, Indonesia	18
Flood susceptibility mapping in the Yom River Basin, Thailand: stacking ensemble learning using multi-year flood inventory data	18
Potential impact of future land use/cover dynamics on the habitat quality of the Yayo Coffee Forest Biosphere Reserve, southwestern Ethiopia	18
Impacts of land use/land cover patterns on groundwater quality in the Guanzhong Basin of northwest China	18
A3TGCN: attention temporal graph convolutional network for enhanced PM 2.5 spatiotemporal modeling	17
Climate change and hydrological response of Megech catchment, Upper Blue Nile River Basin, Ethiopia	17
Spatial and temporal evolution and prediction of soil erosion in the urban agglomeration on the northern slopes of the Tianshan Mountains in China	17
Spatiotemporal evolution of land ecological quality and its driving factors: a case study of Zhejiang Province, China	17
A machine learning-based approach for generating high-resolution soil moisture from SMAP products	17
Investigation of landslide-based road surface deformation in mountainous areas with single period UAV data	17
Spatiotemporal characteristics of present-day horizontal deformation of the Yishu Fault Zone in Shandong, China	17
Past and future land use/land cover, and climate change impacts on environmental sustainability in Vea catchment, Ghana	17
Application of remote sensing-based spectral variability hypothesis to improve tree diversity estimation of seasonal tropical forest considering phenological variations	16
Interpretable image deblurring with ISTA_inspired deep network (ISTA_Deblurnet)	16
Bare ground classification using a spectral index ensemble and machine learning models optimized across 12 international study sites	16
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	16
The analysis ready multispectral data and machine learning algorithms for mapping groundwater-dependent invasive alien plants in Heuningnes Catchment, South Africa	16
Regularizing building outlines extracted from remote sensing images by integrating multiple algorithms	16
Efficient capsule network with attention mechanism for hyperspectral remote sensing classification	16
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	16
Delineation of groundwater potential zones of upper Godavari sub-basin of India using bi-variate, MCDM and advanced machine learning algorithms	16
Proposing a new framework for analyzing the severity of meteorological drought	16
Land use changes in Klaipeda, Kaunas and Vilnius (Lithuania) functional urban areas	15
Vegetation dynamics and dominant driving factors in a semi-arid coal mining area under a disturbance–restoration zoning framework	15
Modelling of land use and land cover changes and prediction using CA-Markov and Random Forest	15
Optimizing data grouping strategies for landslide susceptibility assessment using frequency ratio-machine learning coupled models	15
Analysis of polarimetric coherence data and derived roll-variant parameters of Sentinel-1 data for discriminating mangrove types in Pichavaram wetlands	15
A novel mosaic adaptive attention network for multispectral imaging reconstruction	15
A topological reconstruction method for building point clouds integrating deep semantic segmentation and adjacency constraints	15
Cloud detection using sentinel 2 imageries: a comparison of XGBoost, RF, SVM, and CNN algorithms	15
Remote sensing-based carbon stock estimation with interpretability analysis in boreal forests	15
A machine-learning hybrid-classification method for stratification of multidecadal beach dynamics	14
Pluvial flood susceptibility mapping for data-scarce urban areas using graph attention network and basic flood conditioning factors	14
Spatiotemporal urban sprawl analysis using geospatial techniques: a case of Bule Hora Town, Ethiopia (1994–2024)	14
Remote sensing–derived land use land cover for hydrological modelling of flood hydrographs in the Mun River Basin, Thailand	14
A SAR-based flood mapping approach: application of SAR-SIFT registration and modified DeepLabV3 segmentation in flood hazard assessment	14
Hybrid retrieval of grass biophysical variables based-on radiative transfer, active learning and regression methods using Sentinel-2 data in Marakele National Park	14
Remote sensing inversion study of total organic carbon concentration in Karst Plateau Lakes–Taking Pingzhai reservoir as an example	14
Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter	14
Evaluation of linear, nonlinear and ensemble machine learning models for landslide susceptibility assessment in southwest China	14
Graph neural network-based identification of ditch matching patterns across multi-scale geospatial data	14
Very high resolution Worldview-3 images for land cover mapping on a large scale: strengths and remaining challenges	14
Current land subsidence in Jakarta: a multi-track SBAS InSAR analysis during 2017–2022 using C-band SAR data	14
Complexity modeling and sensitivity analysis considering topographic features	14
Development of an empirical model for weighted mean temperature over North Indian region	13
Accuracy assessment of RTK/PPK UAV-photogrammetry projects using differential corrections from multiple GNSS fixed base stations	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
Integrated perspectives on shoreline and submerged morphology: an innovative geospatial approach to coastal monitoring	13
SBHSR: single-band super-resolution method for hyperspectral images based on blind degradation and fusion of auxiliary band	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
Global perspectives on unmanned aerial vehicles technology in social sciences: applications, innovations, and future research directions	12
Recognition of building shape in maps using deep graph filter neural network	12
Enhancing geological data interpolation by integrating convolutional neural networks (CNN) with the Ordinary Kriging (OK) method: a case study of Wuhan	12
Mapping soil organic carbon in northern France using adaptive zoning regression kriging based on LUCAS dataset	12
Mapping the cultural landscape: spatio-temporal patterns and influences on sports intangible cultural heritage in the Yangtze River Delta, China	12
MF-ShipNet: a multi-feature weighted fusion and PCA-SVM model for ship detection in remote sensing images	12
Identification of sustainable urban settlement sites using interrelationship based multi-influencing factor technique and GIS	12
Impacts of climatic variability on surface water area observed by remotely sensed imageries in the Red River Basin	12
Urban object detection algorithm based on feature enhancement and progressive dynamic aggregation strategy	12
Drought susceptibility modeling with geospatial techniques and AHP model: a case of Bilate River Watershed, Central Rift Valley of Ethiopia	12
The spatiotemporal evolution and associated factors of Chinese traditional sports, games, and acrobatics intangible cultural heritage	12
Correction	12
Drivers of maize yield variability at household level in Northern Ghana and Malawi	12
Spatial heterogeneity characteristics and driving mechanism of land use change in Henan Province, China	12
Mapping the spatial distribution and potential expansion of agricultural plastic greenhouses in Tartus, Syria using GIS and remote sensing techniques	12
Remote sensing change detection: a comparative study of spectral distances	11
Enhancing flood susceptibility mapping in Sana’a, Yemen with random forest and eXtreme gradient boosting algorithms	11
A comparative analysis of machine learning-based methods for impervious surface mapping using SAR and optical data	11
Evaluation of alteration zones around Parmagasu copper indication, Kuh Zar, Damghan, Iran, using ASTER satellite data	11
Accurate deformation analysis based on point position uncertainty estimation and adaptive projection point cloud comparison	11
Spatio-temporal air quality assessment in Tehran, Iran, during the COVID-19 lockdown periods	11
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	11
A random forest model of karst ground collapse susceptibility based on factor and parameter coupling optimization	11
Multi-temporal catchment and wetland scale soil moisture and vegetation analysis in Shashe, Tugwi and Zibagwe sub-catchments of Zimbabwe	11

Furthering the precision of RUSLE soil erosion with PSInSAR data: an innovative model	11
A GeOBIA-assisted framework for canopy height estimation using airborne lidar scanning: a city-scale approach	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
A method for stitching remote sensing images with Delaunay triangle feature constraints	11
UAV-based multispectral image analytics and machine learning for predicting crop nitrogen in rice	11
A novel method for grading urban socio-economic development levels based on NTL data and Landsat data	11
A lightweight CNN-LSTM hybrid model for land cover classification in satellite imagery	11
Mapping high marsh and salt pannes/flats along the northern Gulf of Mexico coast	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
Changing land surface temperature in response to land use changes in Kashmir valley of northwestern Himalayas	10
Identification and delineation of groundwater-dependent ecosystems (GDEs) in the Khakea–Bray transboundary aquifer region using geospatial techniques	10
Study on the response of ecological sensitivity to land use and land cover changes in Jinzhai, China	10
Development of chlorophyll-a concentration estimation algorithm for turbid productive inland waters in India	10
Application of GIS technique to address the uranium contamination in groundwater of a hard rock aquifer, South India	10
Inversion of the hybrid machine learning model to estimate leaf area index of winter wheat from GaoFen-6 WFV imagery	10
A method for measuring geometric information content of area cartographic objects based on discrepancy degree of shape points	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
Evaluating and mapping spatial drought in northeast Thailand: utilizing analytic hierarchy process and random forest algorithms	10
Spatial-Land use planning system data model proposal for edition II of LADM	10
A comparative study on the applicability and effectiveness of NSVI and NDVI for estimating fractional vegetation cover based on multi-source remote sensing image	10
Vegetation dynamics and their responses to climate factors in the Qinghai-Tibet plateau: insights from the terrestrial ecosystems	10
A fusion-based despeckling approach for multi-temporal SAR images using non-adaptive diffusion and thresholding method	10
Geometric and radiometric constraints-based extraction of urban road manhole covers and their maintenance-related information using mobile laser scanning data	10
Assessment of yield stability patterns using sentinel-2 over a 7-year period	10
Enhancing landslide susceptibility modelling through a novel non-landslide sampling method and ensemble learning technique	10
Advances in earth observation using unmanned aerial vehicles: a bibliometric and content analysis (2000–2024)	10
Crop mapping using sentinel-1 and sentinel-2 imagery: a systematic review of machine learning classification methods (2015–2025)	10
Land use/land cover change, land surface temperature and climatic variability using geospatial analysis in the Sikkim Himalaya, India	10
UAV photogrammetry for red tide monitoring and geo-localization via onboard GNSS/IMU data	9
Spatiotemporal analysis and influencing factors of ecological vulnerability in the Tuojiang River Basin, China	9
Investigating the effects of landscape characteristics on landslide susceptibility and frequency-area distributions: the case of Taounate province, Northern Morocco	9
Two decades of cropland monitoring in Changsha-Zhuzhou-Xiangtan city group: trends and future predictions	9
Widespread erosion of river islands in the Sichuan Basin revealed by satellite observations over the past decade	9
Spatiotemporal patterns and determinants of ecosystem services in road-effect zones of transportation networks: evidence from Guangdong Province, China	9
Automatic evaluation and optimization of map registration based on feature overlap area ratio	9
A new method for orthographic video map construction based on video and GIS	9
Classification evaluation and improvement of airborne PolSAR images for land use mapping using deep learning	9
Monitoring land subsidence through improved CAESAR algorithm in time-series InSAR processing	9
Shallow water depth (≤5 m) estimation based on single-beam echo sounder and optical satellites	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
Drivers of land-use and land-cover change in rural landscapes; a case in Eastern Sierra Leone	9
Enhancing landslide susceptibility predictions with XGBoost and SHAP: a data-driven explainable AI method	9
Multiple spatial and wavelet feature interaction learning for change detection in remote sensing images	9
Observation of the vertical structure of atmospheric boundary layer in subtropical UHI by radiosonde	9
Continuous generalization of water system elements	9
Quantifying the mixed uncertainty for calculating slope from a gridded digital elevation model	9
Remote sensing image detection method in complex scenes based on SPAN and improved BIT	9
Identifying the spatiotemporal pattern and driving factors of vegetation dynamics in Shaanxi Province, China	9
Spatially heterogeneous glacier elevation change in the Jankar Chhu Watershed, Lahaul Himalaya, India derived using ASTER DEMs	9
DSMFFNet: Depthwise separable multiscale feature fusion network for bridge detection in very high resolution satellite images	9
Past and future land-use/land-cover change trends and its potential drivers in Koore’s agricultural landscape, Southern Ethiopia	9
JM-guided multi-temporal sentinel-1/2 fusion and hybrid VGG16–UNet++ network for county-scale winter wheat mapping	9
Spatiotemporal variation of net primary productivity influenced by climatic variables in the karst area of China	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
Seasonal and geological controls of radon ( 222 Rn) in groundwater of Vamanapuram river basin, SW India	9
Interpretation of Bayesian-optimized deep learning models for enhancing soil erosion susceptibility prediction and management: a case study of Eastern India	9
Suspended sediment load prediction using hybrid bagging-based heuristic search algorithm	9
Applicability of SWOT data in calibrating WRF-Hydro hydrological model over the Tawa River basin	9
Assessing groundwater storage dynamics in east coast China under climatic influences: a 24-year watershed-scale evaluation (2000–2024)	9
Curvature-aware urban terrain earthwork volume estimation: a multi-city remote sensing framework	9
Sensitivity and reliability analysis to MSBAS regularization for the estimation of surface deformation over a mine	9
Assessing the accuracy of sensitivity analysis: an application for a cellular automata model of Bogota’s urban wetland changes	9
Improving the accuracy of multi-scale building matching based on dynamic aggregation	9
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	9
Impact of land transformation processes in Eastern China on the long-term development of land surface temperatures	9