OOIR: Observatory of International Research

Papers

(The TQCC of GIScience & Remote Sensing is 14. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)

Article	Citations
Trade-offs among productive-living-ecological lands for facilitating low-carbon and efficient cities: evidences in 30 major Chinese cities from 2015 to 2020	101
Mapping the tidal marshes of coastal Virginia: a hierarchical transfer learning approach	93
Subtidal seagrass and blue carbon mapping at the regional scale: a cloud-native multi-temporal Earth Observation approach	86
The use of multisource spatial data for determining the proliferation of stingless bees in Kenya	82
Regression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies	77
Trends, turning points, and driving forces of desertification in global arid land based on the segmental trend method and SHAP model	73
A deep learning approach for automatic mapping of poplar plantations using Sentinel-2 imagery	64
Mapping invasive alien plant species with very high spatial resolution and multi-date satellite imagery using object-based and machine learning techniques: A comparative study	60
Forest carbon sink in North China increased in recent two decades, but decreased in extreme drought years	57
Evaluating the contribution of Sentinel-2 view and illumination geometry to the accuracy of retrieving essential crop parameters	56
AFSNet: attention-guided full-scale feature aggregation network for high-resolution remote sensing image change detection	56
A hybrid integrated deep learning model for predicting various air pollutants	53
Embedded physical constraints in machine learning to enhance vegetation phenology prediction	48
Land cover change detection in the Aralkum with multi-source satellite datasets	46
Urban building extraction from high-resolution remote sensing imagery based on multi-scale recurrent conditional generative adversarial network	46
Remote sensing of terrestrial gross primary productivity: a review of advances in theoretical foundation, key parameters and methods	46
A new strategy for improving the accuracy of forest aboveground biomass estimates in an alpine region based on multi-source remote sensing	45
MSFTrans: a multi-task frequency-spatial learning transformer for building extraction from high spatial resolution remote sensing images	45
Global de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States	43
Dual generative adversarial networks for merging ocean transparency from satellite observations	42
Spatial disparity of urban performance from a scaling perspective: a study of industrial features associated with economy, infrastructure, and innovation	42
The use of maximum entropy and ecological niche factor analysis to decrease uncertainties in samples for urban gain models	42
MSNet: multispectral semantic segmentation network for remote sensing images	42
Development of earth observational diagnostic drought prediction model for regional error calibration: A case study on agricultural drought in Kyrgyzstan	41
Ship detection and classification based on cascaded detection of hull and wake from optical satellite remote sensing imagery	40

Error budget analysis of geocoding and geometric correction for KOMPSAT-5 SAR imagery	40
Contribution of topographic features and categorization uncertainty for a tree species classification in the boreal biome of Northern Ontario	40
Cross-comparison of Landsat-8 and Landsat-9 data: a three-level approach based on underfly images	40
Strength-weighted flow cluster method considering spatiotemporal contiguity to reveal interregional association patterns	40
Spatiotemporal analysis of tropical vegetation ecosystems and their responses to multifaceted droughts in Mainland Southeast Asia using satellite-based time series	38
An improved optical trapezoid model to identify wetlands and irrigation water ponds in the arid irrigation district using Google Earth Engine	38
Leaf area index and aboveground biomass estimation of an alpine peatland with a UAV multi-sensor approach	35
An optimal multivariate-stratification geographical detector model for revealing the impact of multi-factor combinations on the dependent variable	34
Impacts of the world’s largest afforestation program (Three-North Afforestation Program) on desertification control in sandy land of China	33
Application of deep learning in cloud cover prediction using geostationary satellite images	33
A review of building detection from very high resolution optical remote sensing images	32
An improved change detection method for high-resolution soil moisture mapping in permafrost regions	32
Characterization of spatio-temporal patterns of grassland utilization intensity in the Selinco watershed of the Qinghai-Tibetan Plateau from 2001 to 2019 based on multisource remote sensing and artifi	32
Spatio-temporal variability of surface temperatures in High Arctic periglacial environment using UAV thermal imagery and in-situ measurements	31
Satellite A-DInSAR pattern recognition for seismic vulnerability mapping at city scale: insights from the L’Aquila (Italy) case study	31
Tree regrowth duration map from LCMAP collection 1.0 land cover products in the conterminous United States, 1985–2017	30
Exploring the advantages of the maximum entropy model in calibrating cellular automata for urban growth simulation: a comparative study of four methods	28
An improved deep learning network for AOD retrieving from remote sensing imagery focusing on sub-pixel cloud	28
Dynamic variations in thermal regime and surface deformation along the drainage channel for an expanding lake on the Tibetan Plateau	28
Spatiotemporal wave propagation of the shale oil and gas development in the Marcellus Shale in the past one century and a half	28
Monitoring ecological and environmental stress patterns over the past two decades in the Mekong River basin	28
In situ hyperspectral characteristics and the discriminative ability of remote sensing to coral species in the South China Sea	27
Iterative spatial leave-one-out cross-validation and gap-filling based data augmentation for supervised learning applications in marine remote sensing	27
Enhancing the predictive performance of remote sensing for ecological variables of tidal flats using encoded features from a deep learning model	27
Global crop calendars of maize and wheat in the framework of the WorldCereal project	26
On the use of adversarial validation for quantifying dissimilarity in geospatial machine learning prediction	26
Coupled effects of solar illumination and phenology on vegetation index determination: an analysis over the Amazonian forests using the SuperDove satellite constellation	26
Recent trends in the timing of the growing season in New Zealand’s natural and semi-natural grasslands	26
Detection of paddy rice cropping systems in southern China with time series Landsat images and phenology-based algorithms	26
Phenology-based cropland retirement remote sensing model: a case study in Yan’an, Loess Plateau, China	25
Analyzing spatial variability of drivers of coastal wetland loss in the northern Gulf of Mexico using Bayesian multi-level models	25
Synthesizing Landsat images using time series model-fitting methods for China’s coastal areas against sparse and irregular observations	25
Using remote sensing for exposure and seismic vulnerability evaluation: is it reliable?	24
A novel landslide susceptibility prediction framework based on contrastive loss	24
A novel big data mining framework for reconstructing large-scale daily MAIAC AOD data across China from 2000 to 2020	24
Quantifying diurnal and seasonal variation of surface urban heat island intensity and its associated determinants across different climatic zones over Indian cities	24
Simulation of urban land expansion in China at 30 m resolution through 2050 under shared socioeconomic pathways	24
A multi-source data approach to carbon stock prediction using Bayesian hierarchical geostatistical models in plantation forest ecosystems	23
An algorithm for the automatic parametrization of wood volume equations from Terrestrial Laser Scanning point clouds: application in Pinus pinaster	23
An advanced coverage estimation method to quantify biological soil crust coverage using Sentinel-2 imagery in desert and sandy land of China	23
Assessment of time-series-derived no-flood references for sar-based Bayesian flood mapping	22
Assessing the relative contribution of climate change and human activity factors to spatiotemporal distributions of sand fixation service in the Loess Plateau	22
Mapping winter fallow arable lands in Southern China by using a multi-temporal overlapped area minimization threshold method	22
Tracking vegetation degradation and recovery in multiple mining areas in Beijing, China, based on time-series Landsat imagery	22
Coastline extraction using remote sensing: a review	21
Spatiotemporal patterns of remotely sensed phenology and their response to climate change and topography in subtropical bamboo forests during 2001-2017: a case study in Zhejiang Province, China	21
Decreasing trend of kuroshio intrusion and its effect on the chlorophyll-a concentration in the Luzon Strait, South China Sea	21
Quantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time	21
Detection of grassland mowing frequency using time series of vegetation indices from Sentinel-2 imagery	21
An interpretable physics-informed deep learning model for estimating multiple air pollutants	20

Spatiotemporal variation in bamboo Solar-induced chlorophyll fluorescence (SIF) in China based on the global Orbiting Carbon Observatory-2 (OCO-2) carbon satellite and study on the response to climate	20
Enhancing urban resilience through Tomo-PSInSAR-based structural health monitoring	20
Ecological and climatic transferability of airborne lidar-driven aboveground biomass models in Piñon-Juniper woodlands	20
Solution for crop classification in regions with limited labeled samples: deep learning and transfer learning	19
Exact Voronoi diagram for topographic spatial analysis	19
A phenomenology-based algorithm for extracting submerged aquatic vegetation in lakes using Sentinel-2 time seriesImagery: a case study of Potamogeton crispus	19
Correction	19
Developing remote sensing methods for monitoring water quality of alpine rivers on the Tibetan Plateau	19
Seven-year variation in glacier surface velocity at Narsap Sermia in Southwest Greenland	19
A novel soil moisture evaluation framework incorporating brightness temperature and a high-resolution 1 km summer brightness temperature dataset	19
Monitoring and understanding chlorophyll-a concentration changes in lakes in northeastern China using MERIS and OLCI satellite data	18
Agricultural drought dynamics in China during 1982–2020: a depiction with satellite remotely sensed soil moisture	18
Aboveground biomass estimates over Brazilian savannas using hyperspectral metrics and machine learning models: experiences with Hyperion/EO-1	18
Land surface temperature retrieval from FY-3E/MERSI using an optimized water vapor scaling method	17
MapSAM: adapting segment anything model for automated feature detection in historical maps	17
Intra-annual land cover mapping and dynamics analysis with dense satellite image time series: a spatiotemporal cube based spatiotemporal contextual method	17
Mapping lava flow from the Kilauea eruption of 2018 in the east rift zone using space-based synthetic aperture radar	17
Spatiotemporal dynamics of urban sprawl in China from 2000 to 2020	17
Two-tier classification framework for mapping grassland types using multisource earth observation data	17
Spatiotemporal dynamics of vegetation net ecosystem productivity and its response to drought in Northwest China	17
Rapid retrieval of soil moisture using a novel portable L-band radiometer in the Hulunbeier Prairie, China	17
LSL-SS-Net: level set loss-guided semantic segmentation networks for landslide extraction	16
Detecting annual anthropogenic encroachment on intertidal vegetation using full Landsat time-series in Fujian, China	15
Contribution of anthropogenic consolidation processes to subsidence phenomena from multi-temporal DInSAR: a GIS-based approach	15
Improving GOCI ocean color data under high solar-zenith angle over open oceans using neural networks	15
Exploring the effects of partitioned transition rules upon urban growth simulation in a megacity region: a comparative study of cellular automata-based models in the Greater Wuhan Area	15
An investigation of inversion method to measure the radial velocity of Kuroshio from Sentinel-1 SAR data	15
Use of local climate zones to assess the spatiotemporal variations of urban vegetation phenology in Austin, Texas, USA	15
Offshore Island Connection Line: A new perspective of coastal urban development boundary simulation and multi-scenario prediction	15
Collaborative multiple change detection methods for monitoring the spatio-temporal dynamics of mangroves in Beibu Gulf, China	15
Spatial disparities in trade-offs: economic and environmental impacts of road infrastructure on continental level	14
Drone-borne sensing of major and accessory pigments in algae using deep learning modeling	14
Estimation of the total dry aboveground biomass in the tropical forests of Congo Basin using optical, LiDAR, and radar data	14
Multi-source point cloud registration for urban areas using a coarse-to-fine approach	14
A 3-dimension urban growth analysis using local climate zone mapping	14
Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making	14
Fine classification of crops based on an inductive transfer learning method with compact polarimetric SAR images	14
Estimating evapotranspiration based on the satellite-retrieved near-infrared reflectance of vegetation (NIR_v) over croplands	14
Polyline simplification using a region proposal network integrating raster and vector features	14