International Journal of Applied Earth Observation and Geoinformation

Article	Citations
Toward operational validation systems for global satellite-based terrestrial essential climate variables	142
Accurate estimation of grain number per panicle in winter wheat by synergistic use of UAV imagery and meteorological data	136
Plant Phenology Index leveraging over conventional vegetation indices to establish a new remote sensing benchmark of GPP for northern ecosystems	63
Low-variance estimation of live fuel moisture content using VIIRS data through radiative transfer model	59
Change detection in heterogeneous images based on multiple pseudo-homogeneous image pairs	58
Spatiotemporal trends in Anopheles funestus breeding habitats	56
The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning	54
A deep learning approach for SMAP soil moisture downscaling informed by thermal inertia theory	50
Configuration of public transportation stations in Hong Kong based on population density prediction by machine learning	50
Diffuse attenuation coefficient and bathymetry retrieval in shallow water environments by integrating satellite laser altimetry with optical remote sensing	49
NeRFOrtho: Orthographic Projection Images Generation based on Neural Radiance Fields	49
Reduced sediment load and vegetation restoration leading to clearer water color in the Yellow River: Evidence from 38 years of Landsat observations	47
Small but mighty: Enhancing 3D point clouds semantic segmentation with U-Next framework	47
CUG-STCN: A seabed topography classification framework based on knowledge graph-guided vision mamba network	45
Mapping open-pit mining area in complex mining and mixed land cover zone using Landsat imagery	43
DF-DRUNet: A decoder fusion model for automatic road extraction leveraging remote sensing images and GPS trajectory data	40
Multi-stage convolutional autoencoder network for hyperspectral unmixing	40
Inventory of close-to-nature forest stands using terrestrial mobile laser scanning	39
Detection of surface water temperature variations of Mongolian lakes benefiting from the spatially and temporally gap-filled MODIS data	37
A temporal difference matrix for historical cumulative change detection in time series PolSAR data	36
Explaining Sentinel 2-based dNBR and RdNBR variability with reference data from the bird’s eye (UAS) perspective	36
Automatic mapping of aquaculture activity in the Atlantic Ocean	35
Tree species classification using Sentinel-2 imagery and Bayesian inference	33
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments	33
Mapping tree species composition in a Caspian temperate mixed forest based on spectral-temporal metrics and machine learning	33

Self-supervised learning with deep clustering for target detection in hyperspectral images with insufficient spectral variation prior	32
Improving country-wide individual tree detection using local maxima methods based on statistically modeled forest structure information	31
Feature-guided dynamic graph convolutional network for wetland hyperspectral image classification	30
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery	29
Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network	29
Early detection of tree encroachment in high voltage powerline corridor using growth model and UAV-borne LiDAR	29
Modeling tree canopy height using machine learning over mixed vegetation landscapes	29
On the ability of dual-polarimetric SAR measurements to observe lava flows under different volcanic environments	29
Mapping of plastic greenhouses and mulching films from very high resolution remote sensing imagery based on a dilated and non-local convolutional neural network	29
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer	28
Editorial Board	28
DMSC-Net: A deep Multi-Scale context network for 3D object detection of indoor point clouds	28
Global assessments of two blended microwave soil moisture products CCI and SMOPS with in-situ measurements and reanalysis data	28
Comparison of bias-corrected multisatellite precipitation products by deep learning framework	27
Multi-level localization trajectory alignment and repairing in complex environment	26
Drift-aware and correction on-the-fly: Airborne LiDAR and RGB cameras online calibration in natural environments	26
Root plates of uprooted trees − Automatic detection and biotransport estimation using LiDAR data and field mapping	26
Maritime ship detection with concise polarimetric characterization pattern	26
Iterative mapping of probabilities: A data fusion framework for generating accurate land cover maps that match area statistics	26
A context-structural feature decoupling change detection network for detecting earthquake-triggered damage	26
Optimizing the detection of emerging infections using mobility-based spatial sampling	26
Comparison between image- and surface-derived displacement fields for landslide monitoring using an unmanned aerial vehicle	25
A novel approach for flood hazard assessment using hybridized ensemble models and feature selection algorithms	25
Multi-sensor fusion for robust localization with moving object segmentation in complex dynamic 3D scenes	25
Improving the accuracy of canopy height mapping in rubber plantations based on stand age, multi-source satellite images, and random forest algorithm	25
Exploring the potential of Chinese GF-6 images for crop mapping in regions with complex agricultural landscapes	24
Facilitating urban tourism governance with crowdsourced big data: A framework based on Shenzhen and Jiangmen, China	24
DsTer: A dense spectral transformer for remote sensing spectral super-resolution	24
Mapping hydrocarbon microseepage prospect areas by integrated studies of ASTER processing, geochemistry and geophysical surveys in Assam-Arakan Fold Belt, NE India	23
Country-wide mapping of harvest areas and post-harvest forest recovery using Landsat time series data in Japan	23
Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds	23
Two periods of geodetic glacier mass balance at Eastern Nyainqentanglha derived from multi-platform bistatic SAR interferometry	23
A multi-level deformable gated aggregated network for hyperspectral image classification	23
Accurate contour preservation for semantic segmentation by mitigating the impact of pseudo-boundaries	23
An efficient image-guided-based 3D point cloud moving object segmentation with transformer-attention in autonomous driving	22
3D building similarity for a random single-view-image pair based on a local 3D shape	22
Combination of UAV and deep learning to estimate wheat yield at ripening stage: The potential of phenotypic features	22
Spatiotemporal dynamic impacts of Lake Victoria water volume variations on sustainable economic development	22
Estimating species-specific leaf area index and basal area using optical and SAR remote sensing data in Acadian mixed spruce-fir forests, USA	21
Airborne data and machine learning for urban tree species mapping: Enhancing the legend design to improve the map applicability for city greenery management	21
Lithological mapping of geological remote sensing via adversarial semi-supervised segmentation network	21
Satellite product to map drought and extreme precipitation trend in Andalusia, Spain: A novel method to assess heritage landscapes at risk	21
The relationship between remotely-sensed spectral heterogeneity and bird diversity is modulated by landscape type	21
Line-based deep learning method for tree branch detection from digital images	21
Automated deformation detection and interpretation using InSAR data and a multi-task ViT model	21
Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE	21
Direction-dominated change vector analysis for forest change detection	21
Observed strong atmospheric water constraints on forest photosynthesis using eddy covariance and satellite-based data across the Northern Hemisphere	21
High kinetic energy mesoscale eddy identification based on multi-task learning and multi-source data	20
The study of DDPG based spatiotemporal dynamic deployment optimization of Air-Ground ad hoc network for disaster emergency response	20

A gap-filling method for satellite-derived chlorophyll-a time series based on neighborhood spatiotemporal information	20
Semantic-aware room-level indoor modeling from point clouds	20
A GIS-big data model for improving the coverage and analysis processes of territory observation, and integrating ground-based observations with retrospective meteorological data	20
Estimation of all-weather land surface temperature through correcting cloud-shadowing bias simulated by hourly cloud information	20
Guided by model quality: UAV path planning for complete and precise 3D reconstruction of complex buildings	19
Dynamic rainfall-induced landslide susceptibility: A step towards a unified forecasting system	19
Inshore marine litter detection using radiometric and geometric data of terrestrial laser scanners	19
Calculation and restoration of lost spatial information in division-of-focal-plane polarization remote sensing using polarization super-resolution technology	19
Progressive spatiotemporal image fusion with deep neural networks	19
A self-adaptive wildfire detection algorithm by fusing physical and deep learning schemes	19
Recognition of thaw slumps based on machine learning and UAVs: A case study in the Qilian Mountains, northeastern Qinghai-Tibet Plateau	19
A feature perturbation weakly supervised learning network for airborne multispectral LiDAR pointcloud classification	19
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data	19
GFSegNet: A multi-scale segmentation model for mining area ground fissures	19
Phenological and physiological responses of the terrestrial ecosystem to the 2019 drought event in Southwest China: Insights from satellite measurements and the SSiB2 model	19
MaGISter-mine: A 2D and 3D web application in the service of mining industry	19
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning	18
Estimating fine-scale visibility in a temperate forest landscape using airborne laser scanning	18
Dynamic graph attention networks for point cloud landslide segmentation	18
Pre-seasonal temperature trend break dominating the trend break in autumn grassland phenology in China	18
Automated extraction of tunnel electricity transmission system: An object-level approach with mobile laser scanning data	18
A hybrid method for MT-InSAR phase unwrapping for deformation monitoring in urban areas	18
Disaggregation of remote sensing and model-based data for 1 km daily seamless soil moisture	18
An improved surface water extraction method by integrating multi-type priori information from remote sensing	18
Reproducing computational processes in service-based geo-simulation experiments	18
Improving the fusion of global soil moisture datasets from SMAP, SMOS, ASCAT, and MERRA2 by considering the non-zero error covariance	18
Cross-Modal feature description for remote sensing image matching	18
Satellite observed new mechanism of Kuroshio intrusion into the northern South China Sea	18
Characteristics inversion of underground goaf based on InSAR techniques and PIM	18
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata	18
Deeply-supervised pseudo learning with small class-imbalanced samples for hyperspectral image classification	18
Estimation of dry vegetation cover and mass from MODIS data: Verification by roughness length and sand saltation threshold	17
Satellite observed rapid green fodder expansion in northeastern Tibetan Plateau from 2010 to 2019	17
Density vs. Cover: Which is the better choice as the proxy for plant community species diversity estimated by spectral indexes?	17
Arctic sea ice drift fields extraction based on feature tracking to MODIS imagery	17
An approach to detect gas flaring sites using sentinel-2 MSI and NOAA-20 VIIRS images	17
Temporal upscaling of MODIS instantaneous FAPAR improves forest gross primary productivity (GPP) simulation	17
Mapping Eucalyptus plantation in Guangxi, China by using knowledge-based algorithms and PALSAR-2, Sentinel-2, and Landsat images in 2020	17
CCNR: Cross-regional context and noise regularization for SAR image segmentation	16
Spectral discrimination of invasive Lantana camara L. From co-occurring species	16
LiDAR localization at 100 FPS: A map-aided and template descriptor-based global method	16
Estimation of pixel-level seismic vulnerability of the building environment based on mid-resolution optical remote sensing images	16
Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles	16
Hierarchical semantic segmentation of urban scene point clouds via group proposal and graph attention network	16
Structural displacement monitoring using ground-based synthetic aperture radar	16
Past decade above-ground biomass change comparisons from four multi-temporal global maps	16
Vectorial and topologically valid segmentation of forestry road networks from ALS data	16
Trail camera networks provide insights into satellite-derived phenology for ecological studies	16
An optimized machine learning approach to water pollution variation monitoring with time-series Landsat images	16
Mapping fire-impacted refugee camps using the integration of field data and remote sensing approaches	16
DRSNet: Novel architecture for small patch and low-resolution remote sensing image scene classification	16
A methodological framework for specular return removal from photon-counting LiDAR data	16
A boundary and voxel-based 3D geological data management system leveraging BIM and GIS	16
Change detection and update of 3D sparse map by merging geometry and appearance	16
The unsuPervised shAllow laNdslide rapiD mApping: PANDA method applied to severe rainfalls in northeastern appenine (Italy)	16
Estimation of land-use/land-cover changes associated with energy footprints and other disturbance agents in the Upper Peace Region of Alberta Canada from 1985 to 2015 using Landsat data	16
Extraction of urban multi-class from high-resolution images using pyramid generative adversarial networks	16
Road extraction in remote sensing data: A survey	15
Extraction of high-accuracy control points using ICESat-2 ATL03 in urban areas	15
Unsupervised change detection in PolSAR images using siamese encoder–decoder framework based on graph-context attention network	15
Refinement of semantic 3D building models by reconstructing underpasses from MLS point clouds	15
LV-GCNN: A lossless voxelization integrated graph convolutional neural network for surface reconstruction from point clouds	15
A review and meta-analysis of Generative Adversarial Networks and their applications in remote sensing	15
An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals	15
Quantitative estimation for the impact of mining activities on vegetation phenology and identifying its controlling factors from Sentinel-2 time series	15
Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images	15
Background covariance discriminative dictionary learning for hyperspectral target detection	15
Identifying large-area mangrove distribution based on remote sensing: A binary classification approach considering subclasses of non-mangroves	15
An effective superpixel-based graph convolutional network for small waterbody extraction from remotely sensed imagery	15
Spatio-temporal modeling of satellite-observed CO2 columns in China using deep learning	15
A spatiotemporal attention-augmented ConvLSTM model for ocean remote sensing reflectance prediction	14
River water segmentation in surveillance camera images: A comparative study of offline and online augmentation using 32 CNNs	14
Assessment of soil salinity using explainable machine learning methods and Landsat 8 images	14
Patch-based M3C2: Towards lower-uncertainty and higher-resolution deformation analysis of 3D point clouds	14
IPAWL: An integrated power aware Wireless sensor network and Location-Based social network for incidence reporting	14
YOLOv5s-M: A deep learning network model for road pavement damage detection from urban street-view imagery	14
A novel spectral index for estimating fractional cover of non-photosynthetic vegetation using near-infrared bands of Sentinel satellite	14
An intelligent framework for spatiotemporal simulation of flooding considering urban underlying surface characteristics	14
New three red-edge vegetation index (VI3RE) for crop seasonal LAI prediction using Sentinel-2 data	14
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion	14

Revisiting spatial optimization in the era of geospatial big data and GeoAI	14
Examining the potential and effectiveness of water indices using multispectral sentinel-2 data to detect soil moisture as an indicator of mudflow occurrence in arid regions	14
Vectorizing historical maps with topological consistency: A hybrid approach using transformers and contour-based instance segmentation	14
Evaluating the potential of high-resolution hyperspectral UAV imagery for grapevine viral disease detection in Australian vineyards	14
Mapping saffron fields and their ages with Sentinel-2 time series in north-east Iran	14
Road marking extraction in UAV imagery using attentive capsule feature pyramid network	14
WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping	14
An improved distributed scatterers extraction algorithm for monitoring tattered ground surface subsidence with DSInSAR: A case study of loess landform in Tongren county	14
DPCC-Net: Dual-perspective change contextual network for change detection in high-resolution remote sensing images	14
Remote sensing estimation of water storage in the channel-type reservoirs under unknown underwater topographic data	14
Reconstructing fresh green leaf spectra in the SWIR-2 region (2001–2500 nm) collected in a humid environment by referring to publicly available green leaf spectral databases	14
SADNet: Space-aware DeepLab network for Urban-Scale point clouds semantic segmentation	14
Application of an improved U-Net with image-to-image translation and transfer learning in peach orchard segmentation	14
Comparative analysis of SAOCOM and Sentinel-1 data for surface soil moisture retrieval using a change detection method in a semiarid region (Douro River’s basin, Spain)	14
A novel dual-layer composite framework for downscaling urban land surface temperature coupled with spatial autocorrelation and spatial heterogeneity	14
Fusion of satellite and street view data for urban traffic accident hotspot identification	14
Assessing heat vulnerability in Philadelphia using geographically weighted principal component analysis (GWPCA): A geospatial big data-driven approach	14
Incorporating fire spread simulation and machine learning algorithms to estimate crown fire potential for pine forests in Sichuan, China	14
Improved burn severity estimation by using Land Surface Phenology metrics and red edge information estimated from Landsat	14
Revealing geographic transmission pattern of COVID-19 using neighborhood-level simulation with human mobility data and SEIR model: A case study of South Carolina	14
Deep Siamese Network for annual change detection in Beijing using Landsat satellite data	14
Evaluation of tree stump measurement methods for estimating diameter at breast height and tree height	14
Integrated study of water levels and water storage variations using GNSS-MR and remote Sensing: A case study of Sarez Lake, the world's Highest-Altitude dammed lake	14
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery	13
Assessing GEDI-NASA system for forest fuels classification using machine learning techniques	13
Gaussian process regression-based forest above ground biomass retrieval from simulated L-band NISAR data	13
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping	13
Status, advancements and prospects of deep learning methods applied in forest studies	13
A super-ensemble approach to map land cover types with high resolution over data-sparse African savanna landscapes	13
Back to geometry: Efficient indoor space segmentation from point clouds by 2D–3D geometry constrains	13
Investigating overlapping deformation patterns of the Beijing Plain by independent component analysis of InSAR observations	13
Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery	13
Species-specific machine learning models for UAV-based forest health monitoring: Revealing the importance of the BNDVI	13
The second dimension of spatial association	13
Assimilating Sentinel-2 data in a modified vegetation photosynthesis and respiration model (VPRM) to improve the simulation of croplands CO2 fluxes in Europe	13
Impact of the number of dates and their sampling on a NDVI time series reconstruction methodology to monitor urban trees with Ven13
Predicting the location of larval habitats of Anopheles mosquitoes using remote sensing and soil type data	13
Heterogeneous graph traffic prediction considering spatial information around roads	13
Enhancing the groundwater storage estimates by integrating MT-InSAR, GRACE/GRACE-FO, and hydraulic head measurements in Henan Plain (China)	13
A novel surface deformation prediction method based on AWC-LSTM model	13
Geological remote sensing interpretation via a local-to-global sensitive feature fusion network	13
Diurnal variation of sun-induced chlorophyll fluorescence of agricultural crops observed from a point-based spectrometer on a UAV	13
An open science and open data approach for the statistically robust estimation of forest disturbance areas	13
Using Landsat time series and bi-temporal GEDI to compare spectral and structural vegetation responses after fire	13
Spatiotemporal fusion method to simultaneously generate full-length normalized difference vegetation index time series (SSFIT)	13
Automated detection of former field systems from airborne laser scanning data: a new approach for Historical Ecology	13
Tracking annual dynamics of mangrove forests in mangrove National Nature Reserves of China based on time series Sentinel-2 imagery during 2016–2020	13
A high temporal resolution NDVI time series to monitor drought events in the Horn of Africa	13
Fine-scale retrieval of leaf chlorophyll content using a semi-empirically accelerated 3D radiative transfer model	13
Shape-preserving mesh decimation for 3D building modeling	13
Building risk monitoring and prediction using integrated multi-temporal InSAR and numerical modeling techniques	13
Enhanced all-weather precipitable water vapor retrieval from MODIS near-infrared bands using machine learning	12
PhySoilNet: A deep learning downscaling model for microwave satellite soil moisture with physical rule constraint	12
SpaGAN: A spatially-aware generative adversarial network for building generalization in image maps	12
Low-dimensional multiscale fast SAR image registration method	12
DeLA: An extremely faster network with decoupled local aggregation for large scale point cloud learning	12
Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression	12
Creating 1-km long-term (1980–2014) daily average air temperatures over the Tibetan Plateau by integrating eight types of reanalysis and land data assimilation products downscaled with MODIS-estimated	12
Basic and deep learning models in remote sensing of soil organic carbon estimation: A brief review	12
An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction	12
Geospatial large language model trained with a simulated environment for generating tool-use chains autonomously	12
Uncovering the seasonal dynamics of terrestrial oil spills through multi-temporal and multi-frequency Synthetic Aperture radar (SAR) observations	12
Multi-temporal remote sensing of inland surface waters: A fusion of sentinel-1&2 data applied to small seasonal ponds in semiarid environments	12
MGFNet: An MLP-dominated gated fusion network for semantic segmentation of high-resolution multi-modal remote sensing images	12
A multi-terrain feature-based deep convolutional neural network for constructing super-resolution DEMs	12
Monitoring three-decade dynamics of citrus planting in Southeastern China using dense Landsat records	12
Multi-source hierarchical data fusion for high-resolution AOD mapping in a forest fire event	12
Integration of ZiYuan-3 multispectral and stereo imagery for mapping urban vegetation using the hierarchy-based classifier	12
Livelihood, carbon and spatiotemporal land-use land-cover change in the Yenku forest reserve of Ghana, 2000–2020	12
Corrigendum to “Optimization of pre-hospital emergency facility layout in Nanjing: A spatiotemporal analysis using multi-Source big data” [Int. J. of Appl. Earth Obs. Geoinf. 133 (2024) 104112]	12
MB-Net: A network for accurately identifying creeping landslides from wrapped interferograms	12
Identifying node-corridor-network of tourist flow and influencing factors using GPS big data: A case study in Gansu and Qinghai provinces, China	12
Improving retrieval of crop biophysical properties in dryland areas using a multi-scale variational RTM inversion approach	12
Tree-based ensemble deep learning model for spatiotemporal surface ozone (O3) prediction and interpretation	12
How accurately can we retrieve irrigation timing and water amounts from (satellite) soil moisture?	12
Crop yield prediction from multi-spectral, multi-temporal remotely sensed imagery using recurrent 3D convolutional neural networks	12
Integrated risk assessment of landslide in karst terrains: Advancing landslides management in Beiliu City, China	11
Ecological influence of oasisation on peripheral regions	11
Surface water area dynamics of the major lakes of Ethiopia (1985–2023): A spatio-temporal analysis	11
From image-level to pixel-level labeling: A weakly-supervised learning method for identifying aquaculture ponds using iterative anti-adversarial attacks guided by aquaculture features	11
Precision of subnational forest AGB estimates within the Peruvian Amazonia using a global biomass map	11
Hydrocarbon production induced land deformation over Permian Basin; analysis using persistent scatterer interferometry and numerical modeling	11
Responses of autumn vegetation phenology to climate change and urbanization at northern middle and high latitudes	11
Monitoring loss of tropical forest cover from Sentinel-1 time-series: A CuSum-based approach	11
Delineating bio-optical characteristics to enhance spatial-based quantification of CDOM in clear to turbid waters	11
Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations	11
A graph attention network for road marking classification from mobile LiDAR point clouds	11
Recent expansion of artisanal gold mining along the Bandama River (Côte d’Ivoire)	11
Seasonal inundation dynamics and water balance of the Mara Wetland, Tanzania based on multi-temporal Sentinel-2 image classification	11
Rapid and extensive expansion of shrub encroachment into grassland in Xilin Gol League, China, and its driving forces	11
Multi-scale estimation of poverty rate using night-time light imagery	11
Satellite remote sensing and bathymetry co-driven deep neural network for coral reef shallow water benthic habitat classification	11
A rational delineation method for active land blocks on the southeastern margin of the Tibetan Plateau based on high-precision GNSS horizontal velocity fields	11
Fusion of optical and SAR images based on deep learning to reconstruct vegetation NDVI time series in cloud-prone regions	11
Assessing SAR C-band data to effectively distinguish modified land uses in a heavily disturbed Amazon forest	11