Ecological Informatics

Papers
(The H4-Index of Ecological Informatics is 48. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
Combining habitat selection, behavioural states, and individual variation to predict fish spatial usage near a barrier216
Biological-based and remote sensing techniques to link vegetative and reproductive development and assess pollen emission in Mediterranean grasses180
Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover134
Spatial and temporal evolution of heatwaves in Taiwan in a changing climate using multi-dimensional complementary ensemble empirical mode decomposition125
The TreeTalkersCheck R package: An automatic daily routine to check physiological traits of trees in the forest116
Comparison and empirical analysis of the urban economic development level in the Yangtze River urban agglomeration based on an analogical ecosystem perspective114
Motion vectors and deep neural networks for video camera traps105
Editorial Board104
Bayesian networks as a novel tool to enhance interpretability and predictive power of ecological models101
Generalizing resemblance coefficients to accommodate incomplete data101
Evaluation of Gangetic dolphin habitat suitability under hydroclimatic changes using a coupled hydrological-hydrodynamic approach99
Effects of long-term enclosing on distributions of carbon and nitrogen in semia-arid grassland of Inner Mongolia88
Selection against ruderals in Danish grasslands over an eight-year period88
The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape86
Comparing phenocam color indices with phenological observations of black spruce in the boreal forest85
YoloXT: A object detection algorithm for marine benthos85
Exploring the connection of physical habitat health of the wetland with its gas regulating services77
Application of geographical information system (GIS) in reducing accident blackspots and in planning of a safer urban road network: A review76
Predicting eucalyptus plantation growth and yield using Landsat imagery in Minas Gerais, Brazil75
Identifying sand and dust storm sources using spatial-temporal analysis of remote sensing data in Central Iran74
Robustness and limitations of maximum entropy in plant community assembly71
A systematic study of the class imbalance problem: Automatically identifying empty camera trap images using convolutional neural networks70
“Flower power”: How flowering affects spectral diversity metrics and their relationship with plant diversity69
Detection and classification of marine mammal sounds using AlexNet with transfer learning67
Documenting changing landscapes with rePhotoSA: A repeat photography and citizen science project in southern Africa66
Beekeeping suitability prediction based on an adaptive neuro-fuzzy inference system and apiary level data65
Evaluation of earth observation datasets for LST trends over India and its implication in global warming64
A data-driven approach for the assessment of the thermal stratification of reservoirs based on readily available data64
Evaluation of the monitoring capability of various vegetation indices and mainstream satellite band settings for grassland drought63
Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks62
Spatiotemporal water dynamic modelling of Ramsar-listed lakes on the Victorian Volcanic Plains using Landsat, ICESat-2 and airborne LiDAR data60
Spatiotemporal variation and prediction of NPP in Beijing-Tianjin-Hebei region by coupling PLUS and CASA models59
Foundation models in shaping the future of ecology59
Estimation of canopy nitrogen nutrient status in lodging maize using unmanned aerial vehicles hyperspectral data58
Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS)57
Construction and optimization of ecological networks in karst regions based on multi-scale nesting: A case study in Guangxi Hechi, China57
Remote sensing algorithm for dissolved organic carbon in the Laptev Sea: Correction of photobleaching effect using spectral slope56
Ecological security patterns of Chinese lakes based on ecosystem service values assessment and human threat factors evaluation55
Hybrid convolution neural network model for a quicker detection of infested maize plants with fall armyworms using UAV-based images54
Automated plant species identification from the stomata images using deep neural network: A study of selected mangrove and freshwater swamp forest tree species of Bangladesh53
Nowhere to go: Potential distribution shifts of a widespread lizard under two climate change scenarios53
Climate change and dispersion dynamics of the invasive plant species Chromolaena odorata and Lantana camara in parts of the central and eastern India53
Centroid-AME: An open-source software for estimating avian migration trajectories using population centroids movement in the annual cycle53
A geographical traceability method for Lanmaoa asiatica mushrooms from 20 township-level geographical origins by near infrared spectroscopy and ResNet image analysis techniques52
Adaptive image processing embedding to make the ecological tasks of deep learning more robust on camera traps images52
Identification of free-ranging mugger crocodiles by applying deep learning methods on UAV imagery52
Assessing water quality environmental grades using hyperspectral images and a deep learning model: A case study in Jiangsu, China51
Spatio-temporal heterogeneity of ecological water level in Poyang Lake, China49
Impact of topography and climate on post-fire vegetation recovery across different burn severity and land cover types through random forest48
Enhancing palm precision agriculture: An approach based on deep learning and UAVs for efficient palm tree detection48
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