OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Applied Earth Observation and Geoinformation is 35. 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 2020-04-01 to 2024-04-01.)

Article	Citations
The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil	121
A review on deep learning in UAV remote sensing	115
Mapping wetland characteristics using temporally dense Sentinel-1 and Sentinel-2 data: A case study in the St. Lucia wetlands, South Africa	90
Deep learning in multimodal remote sensing data fusion: A comprehensive review	81
High-resolution mapping of forest canopy height using machine learning by coupling ICESat-2 LiDAR with Sentinel-1, Sentinel-2 and Landsat-8 data	75
Knowledge generation using satellite earth observations to support sustainable development goals (SDG): A use case on Land degradation	66
Global analysis of time-lag and -accumulation effects of climate on vegetation growth	62
Normalised difference spectral indices and urban land cover as indicators of land surface temperature (LST)	60
Fine-scale prediction of biomass and leaf nitrogen content in sugarcane using UAV LiDAR and multispectral imaging	56
Spatial and semantic effects of LUCAS samples on fully automated land use/land cover classification in high-resolution Sentinel-2 data	53
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method	52
High-quality vegetation index product generation: A review of NDVI time series reconstruction techniques	51
Regional soil organic carbon prediction model based on a discrete wavelet analysis of hyperspectral satellite data	51
An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing	49
Identifying core driving factors of urban land use change from global land cover products and POI data using the random forest method	48
SUACDNet: Attentional change detection network based on siamese U-shaped structure	48
ADS-Net:An Attention-Based deeply supervised network for remote sensing image change detection	48
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images	47
A multi-level context-guided classification method with object-based convolutional neural network for land cover classification using very high resolution remote sensing images	46
A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping	43
Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review	42
DSA-Net: A novel deeply supervised attention-guided network for building change detection in high-resolution remote sensing images	41
Evaluating techniques for mapping island vegetation from unmanned aerial vehicle (UAV) images: Pixel classification, visual interpretation and machine learning approaches	39
Assessing the benefit of satellite-based Solar-Induced Chlorophyll Fluorescence in crop yield prediction	39
Mapping cropping intensity in Huaihe basin using phenology algorithm, all Sentinel-2 and Landsat images in Google Earth Engine	39

Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN	39
Mapping wetland using the object-based stacked generalization method based on multi-temporal optical and SAR data	38
Spatially non-stationary effect of underlying driving factors on surface urban heat islands in global major cities	38
Comparing methods for mapping canopy chlorophyll content in a mixed mountain forest using Sentinel-2 data	37
Integrating remote sensing and geospatial big data for urban land use mapping: A review	37
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing	37
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer	37
Fusion of Sentinel-2 and PlanetScope time-series data into daily 3 m surface reflectance and wheat LAI monitoring	36
Investigation and validation of algorithms for estimating land surface temperature from Sentinel-3 SLSTR data	36
Automated lithological mapping by integrating spectral enhancement techniques and machine learning algorithms using AVIRIS-NG hyperspectral data in Gold-bearing granite-greenstone rocks in Hutti, Indi	36
Satellite interferometric data for landslide intensity evaluation in mountainous regions	35
Estimation of aboveground biomass of Robinia pseudoacacia forest in the Yellow River Delta based on UAV and Backpack LiDAR point clouds	35
A simple and effective spectral-spatial method for mapping large-scale coastal wetlands using China ZY1-02D satellite hyperspectral images	35
Lockdown induced night-time light dynamics during the COVID-19 epidemic in global megacities	35