Ecological Informatics

Article	Citations
Shifting shadows: Assessing the habitat and climate change response of binturong (Arctictis binturong) in the conservation landscape of the Asian continent	509
Improving machine learning predictions to estimate fishing effort using vessel's tracking data	339
Digital mapping of soil salinity with time-windows features optimization and ensemble learning model	168
Predicting unseen chub mackerel densities through spatiotemporal machine learning: Indications of potential hyperdepletion in catch-per-unit-effort due to fishing ground contraction	150
Multifeature extraction based MobileViTv3 model for fish feeding behavior recognition from video streaming	111
A non-parametric method to test the statistical significance in rolling window correlations, and applications to ecological time series	109
Remote sensing delineation of wildfire spatial extents and post-fire recovery along a semi-arid climate gradient	95
Exploring the evolution of sustainable fisheries development: Focusing on ecological, environmental and management issues	95
Comparative analysis of five convolutional neural networks and transfer learning classification approach for microplastics in wastewater treatment plants	94
BLeafNet: A Bonferroni mean operator based fusion of CNN models for plant identification using leaf image classification	86
Wheat leaf traits monitoring based on machine learning algorithms and high-resolution satellite imagery	85
Genetic diversity analysis and potential suitable habitat of Chuanminshen violaceum for climate change	82
Text mining in fisheries scientific literature: A term coding approach	80
Automatic noise reduction of extremely sparse vocalisations for bioacoustic monitoring	71
Generalizing resemblance coefficients to accommodate incomplete data	69
Climate change on the brink: Time for urgent action	69
Mapping melliferous potential in productive honey areas through spatial tools: Towards a rationalization of beekeeping	67
Seed size dimorphism and environmental factors govern the phenological variations in invasive plant Hyptis suaveolens	66
Editorial Board	65
Editorial Board	63
Introducing tree belt designer - A QGIS plugin for designing agroforestry systems in terms of potential insolation	61
Editorial Board	59
Terrestrial food web of the Malpelo Fauna and Flora Sanctuary, Colombia: An analysis from a topological approach	57
A script-based workflow to calculate zooplankton community indicator for environmental status assessment in the Baltic Sea	55
Effects of long-term enclosing on distributions of carbon and nitrogen in semia-arid grassland of Inner Mongolia	54

Environmentally adaptive fish or no-fish classification for river video fish counters using high-performance desktop and embedded hardware	52
Enhancing data mobilisation through a centralised data repository for Atlantic salmon (Salmo salar L.): Providing the resources to promote an ecosystem-based management framework.	52
Mapping Mediterranean maquis formations using Sentinel-2 time-series	52
Biophysical parameters retrieval of mangrove ecosystem using 3D point cloud descriptions from UAV photographs	52
Automatically detecting the wild giant panda using deep learning with context and species distribution model	51
Development of a computationally efficient floodplain ecological response model for large-scale, data-sparse riparian environments	50
Development of a non-invasive method for species and sex identification of rare forest carnivores using footprint identification technology	49
Recognition of co-existence pattern of salt marshes and mangroves for littoral forest restoration	49
A mathematical model predicting the abundance and spatio-temporal dispersal of adfluvial salmonid (Salvelinus malma) fry in a stream	49
Selection against ruderals in Danish grasslands over an eight-year period	49
Spatio-temporal deep neural networks for accession classification of Arabidopsis plants using image sequences	48
Comparison of density and basal area estimation of mountain natural forests based on distance-based sampling methods in Zhejiang, China	48
Research on air quality forecast based on web text sentiment analysis	47
A similar ecological development historical city: The study on the spatial distribution and pattern evolution of the planning history of the Manchu city in the Ch'ing Dynasty of Ancient China	47
Spatiotemporal water dynamic modelling of Ramsar-listed lakes on the Victorian Volcanic Plains using Landsat, ICESat-2 and airborne LiDAR data	46
Mass nesting of sea turtles along the east coast of India: A sustainable environmental management approach	45
Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach	45
The application of game theory-based machine learning modelling to assess climate variability effects on the sensitivity of lagoon ecosystem parameters	45
Editorial Board	45
Identification of Sunn-pest affected (Eurygaster Integriceps put.) wheat plants and their distribution in wheat fields using aerial imaging	43
Collect and analysis of agro-biodiversity data in a participative context: A business intelligence framework	43
Research on landscape design system based on 3D virtual reality and image processing technology	43
Identification of disease using deep learning and evaluation of bacteriosis in peach leaf	42
Exploring the connection of physical habitat health of the wetland with its gas regulating services	42
Ungulates conservation in the face of human development: Mining and roads' influences on habitat and connectivity in Iran's central plateau	41
A comprehensive investigation of the causes of drying and increasing saline dust in the Urmia Lake, northwest Iran, via ground and satellite observations, synoptic analysis and machine learning models	41
Identification of suitable location to cultivate grape based on disease infestation using multi-criteria decision-making (MCDM) and remote sensing	41
Lightweight and accurate aphid detection model based on an improved deep-learning network	40
Estimation of canopy nitrogen nutrient status in lodging maize using unmanned aerial vehicles hyperspectral data	40
Assessment of ChatGPT's potential as an innovative tool in searching for information on wild mammals	40
Predicting potential range shifts using climatic time series and niche models: A Neotropical montane shrew's case	40
Bayesian networks as a novel tool to enhance interpretability and predictive power of ecological models	40
Automatic identification of Chagas disease vectors using data mining and deep learning techniques	40
Global-scale improvement of the estimation of terrestrial gross primary productivity by integrating optical and microwave remote sensing with meteorological data	40
Ages of giant panda can be accurately predicted using facial images and machine learning	39
Machine-learning modelling of fire susceptibility in a forest-agriculture mosaic landscape of southern India	39
Reconstructing daytime and nighttime MODIS land surface temperature in desert areas using multi-channel singular spectrum analysis	39
Analysis on change detection techniques for remote sensing applications: A review	38
Identifying sand and dust storm sources using spatial-temporal analysis of remote sensing data in Central Iran	37
Economic digitalization and energy transition for green industrial development pathways	37
The fate of vegetation carbon stocks of India: Insights from a remote-sensed evaluation of carbon use efficiency	37
Climate change and food security nexus in Asia: A regional comparison	37
Potential impact of climate change on the distribution and conservation status of Pterocarpus marsupium, a Near Threatened South Asian medicinal tree species	37
A dynamic integrated model for mercury bioaccumulation in marine organisms	36
A novel beach litter analysis system based on UAV images and Convolutional Neural Networks	36
Evaluation of different DEMs for gully erosion susceptibility mapping using in-situ field measurement and validation	36
Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm	36
Automated classification of bat echolocation call recordings with artificial intelligence	36
A species-specific fish passage model based on hydraulic conditions and water temperature	36
Predicting eucalyptus plantation growth and yield using Landsat imagery in Minas Gerais, Brazil	36

A new survey method using convolutional neural networks for automatic classification of bird calls	35
Prediction of potential distribution of soybean in the frigid region in China with MaxEnt modeling	35
Shi-Tomasi corner detector for cattle identification from muzzle print image pattern	35
Climate change and dispersion dynamics of the invasive plant species Chromolaena odorata and Lantana camara in parts of the central and eastern India	35
The retrospective double-entry of a long-term ecological dataset	34
Operationalising weather surveillance radar data for use in ecological research	34
Machine learning approach for water quality predictions based on multispectral satellite imageries	34
Improved estimation of non-photosynthetic vegetation cover using a novel multispectral slope difference index with soil information, Sentinel-1 data, and machine learning	34
Improving the explainability of CNN-LSTM-based flood prediction with integrating SHAP technique	34
A deep learning pipeline for time-lapse camera monitoring of insects and their floral environments	34
Optimized lightweight CA-transformer: Using transformer for fine-grained visual categorization	33
Evolution of research on circular economy and related trends and topics. A thirteen-year review	33
New image dataset and new negative sample judgment method for crop pest recognition based on deep learning models	33
A deep learning ensemble model for wildfire susceptibility mapping	33
Monitoring ecological status of wetlands using linked fuzzy inference system- remote sensing analysis	33
Hierarchical-taxonomy-aware and attentional convolutional neural networks for acoustic identification of bird species: A phylogenetic perspective	33
Effects of climate change on the ecological niche of common hornbeam (Carpinus betulus L.)	33
Automated distance estimation for wildlife camera trapping	32
Climate change may improve the habitat suitability and connectivity of sika deer (Cervus nippon) in the Shennongjia area of China	32
Monitoring spatial tree diversity indices using relascope sampling: Estimators, interactions and limitations	32
HPB3C-3PG algorithm: A new hybrid global optimization algorithm and its application to plant classification	32
Prospects for the monitoring of the great cormorant (Phalacrocorax carbo sinensis) using a drone and stationary cameras	31
Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions	31
Biological traits interact with human threats to drive extinctions: A modelling study	31
Spatiotemporal variation and prediction of NPP in Beijing-Tianjin-Hebei region by coupling PLUS and CASA models	31
Evaluation of Gangetic dolphin habitat suitability under hydroclimatic changes using a coupled hydrological-hydrodynamic approach	30
Prediction of environmental factors responsible for chlorophyll a-induced hypereutrophy using explainable machine learning	30
The sound of the illegal: Applying bioacoustics for long-term monitoring of illegal cattle in protected areas	30
Ecological modelling for the conservation of Gluta travancorica Bedd. - An endemic tree species of southern Western Ghats, India	30
Seagrasses on the move: Tracing the multi-decadal species distribution trends in lagoon meadows using Landsat imagery	30
Identification of soybean based on Sentinel-1/2 SAR and MSI imagery under a complex planting structure	30
Eco-biophysical indicators to ascertain the sustainability aspect of world's primitive hills range using time-series MODIS data products	30
Application of geographical information system (GIS) in reducing accident blackspots and in planning of a safer urban road network: A review	30
Impact of LUCC on landscape pattern in the Yangtze River Basin during 2001–2019	30
Modelling the susceptibility of wetland plant species under climate change in the Mekong Delta, Vietnam	30
A national fish passage barrier inventory to support fish passage policy implementation and estimate river connectivity in New Zealand	30
A comprehensive methodology for assessing river ecological health based on subject matter knowledge and an artificial neural network	29
Co-inversion of island leaf area index combination morphological and spectral parameters based on UAV multi-source remote sensing data	29
Evaluation of earth observation datasets for LST trends over India and its implication in global warming	29
Comparing the performance of machine learning methods in predicting soil seed bank persistence	29
Recognition and counting of typical apple pests based on deep learning	29
Modelling dynamic fish-waterfall interactions with digital image field data: From rescaling to weir removal for migratory freshwater fish	28
A novel hybrid machine learning model for prediction of CO2 using socio-economic and energy attributes for climate change monitoring and mitigation policies	28
Class incremental learning for wildlife biodiversity monitoring in camera trap images	28
Spatiotemporal evolution and driving factors of tourism ecological adaptation in the Dongting Lake Area, China	28
Recognition algorithm of street landscape in cold cities with high difference features based on improved neural network	28
YoloXT: A object detection algorithm for marine benthos	28
Towards an ecological informatics scholarship that is reflective, repeatable, transparent, and sharable!	28
Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS)	27
The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape	27
Ecological security patterns of Chinese lakes based on ecosystem service values assessment and human threat factors evaluation	27
An automated multispecies bioacoustics sound classification method based on a nonlinear pattern: Twine-pat	27
Landsat images and GIS techniques as key tools for historical analysis of landscape change and fragmentation	27
Ecological assessment and driver analysis of high vegetation cover areas based on new remote sensing index	27
Application of thermal and visible imaging to estimate stripe rust disease severity in wheat using supervised image classification methods	27
Comparing phenocam color indices with phenological observations of black spruce in the boreal forest	27
Mel-frequency cepstral coefficients outperform embeddings from pre-trained convolutional neural networks under noisy conditions for discrimination tasks of individual gibbons	27
An ensemble modeling framework to elucidate the regulatory factors of chlorophyll-a concentrations in the Nanji wetland waters of Poyang Lake	27
Evaluation of the monitoring capability of various vegetation indices and mainstream satellite band settings for grassland drought	27
Assessment of living quality in Guangdong: A hybrid knowledge-based and data-driven approach	27
Mono-temporal and multi-temporal approaches for burnt area detection using Sentinel-2 satellite imagery (a case study of Rokan Hilir Regency, Indonesia)	27
Weight-based ensemble method for crop pest identification	27
Machine learning-based spatial-temporal assessment and change transition analysis of wetlands: An application of Google Earth Engine in Sylhet, Bangladesh (1985–2022)	26
Computer vision technique for freshness estimation from segmented eye of fish image	26
Area-based scenario development in land-use change modeling: A system dynamics-assisted approach for mixed agricultural-residential landscapes	26
Conservation prioritization through combined approach of umbrella species selection, occupancy estimation, habitat suitability and connectivity analysis of kingfisher: A study from an internationally	26
Deep transfer learning model for disease identification in wheat crop	25
Detecting outliers in a univariate time series dataset using unsupervised combined statistical methods: A case study on surface water temperature	25
Spatial-temporal characteristics of carbon emissions corrected by socio-economic driving factors under land use changes in Sichuan Province, southwestern China	25
Estimating of chlorophyll fluorescence parameter Fv/Fm for plant stress detection at peatlands under Ramsar Convention with Sentinel-2 satellite imagery	25
A machine learning algorithm-based approach (MaxEnt) for predicting invasive potential of Trioza erytreae on a global scale	25
Projected shifts in the distribution range of Asiatic black bear (Ursus thibetanus) in the Hindu Kush Himalaya due to climate change	25
Age interpretation of cod otoliths using deep learning	25
Dynamic evolution of the ecological footprint of arable land in the Yellow and Huaihai Main grain producing area based on structural equation modeling and analysis of driving factors	25
Quantifying the impacts of opencast mining on vegetation dynamics over eastern India using the long-term Landsat-series satellite dataset	25
Exploring the development of scientific research on Marine Protected Areas: From conservation to global ocean sustainability	25
Foundation models in shaping the future of ecology	25
Developing a new disturbance index for tracking gradual change of forest ecosystems in the hilly red soil region of southern China using dense Landsat time series	24
Quantitative assessment of the importance of bio-physical drivers of land cover change based on a random forest method	24
Influence of spatial extent on habitat suitability models for primate species of Atlantic Forest	24

Corrigendum to “Applications of computer vision and machine learning techniques for digitized herbarium specimens: A systematic literature review” [Ecological Informatics, Volume 69, 2022, 101641, ISS	24
Will the yellow fever mosquito colonise Europe? Assessing the re-introduction of Aedes aegypti using a process-based population dynamical model	24
Automated species classification and counting by deep-sea mobile crawler platforms using YOLO	24
Development of a species identification system of Japanese bats from echolocation calls using convolutional neural networks	23
Critical windows: A method for detecting lagged variables in ecological time series	23
Group behavior tracking of Daphnia magna based on motion estimation and appearance models	23
A quantitative detection algorithm based on improved faster R-CNN for marine benthos	23
Amazon forest cover change mapping based on semantic segmentation by U-Nets	23
Relationship between multiple ecosystem services and sustainability in three species food chain	23
Review of machine learning techniques for mosquito control in urban environments	23
Detection and classification of marine mammal sounds using AlexNet with transfer learning	22
Seasonal variations of waterbird ecological networks under different saltpans management	22
Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks	22
Enhancing wall-to-wall forest structure mapping through detailed co-registration of airborne and terrestrial laser scanning data in Mediterranean forests	22
Discrete-event models for conservation assessment of integrated ecosystems	22
Potential distribution of piscivores across the Atlantic Forest: From bats and marsupials to large-bodied mammals under a trophic-guild viewpoint	22
Documenting changing landscapes with rePhotoSA: A repeat photography and citizen science project in southern Africa	22
Comparison and empirical analysis of the urban economic development level in the Yangtze River urban agglomeration based on an analogical ecosystem perspective	22
Effects of abiotic factors on plant diversity and species distribution of alpine meadow plants	22
The TreeTalkersCheck R package: An automatic daily routine to check physiological traits of trees in the forest	22
Impact of cropland development intensity and expansion on natural vegetation in different African countries	22
Dynamic mode decomposition: A feature extraction technique based hidden Markov model for detection of Mysticetes' vocalisations	21
Identifying plants under natural gas micro-leakage stress using hyperspectral remote sensing	21
Using deep neural networks to model similarity between visual patterns: Application to fish sexual signals	21
Current and potential geographic distribution of red palm mite (Raoiella indica Hirst) in Brazil	21
Automated feature-specific tree species identification from natural images using deep semi-supervised learning	21
Field-scale rice yield prediction from Sentinel-2 monthly image composites using machine learning algorithms	21
A convolutional neural network to recognize Chagas disease vectors using mobile phone images	21
Hybrid convolution neural network model for a quicker detection of infested maize plants with fall armyworms using UAV-based images	21
Towards the automatic monitoring of deforestation in Brazilian rainforest	21
Spectral index-based time series analysis of canopy resistance and resilience in a watershed under intermittent weather changes	21
Motion vectors and deep neural networks for video camera traps	20
Wildlife 3D multi-object tracking	20
Background sampling for multi-scale ensemble habitat selection modeling: Does the number of points matter?	20
An algorithm for early rice area mapping from satellite remote sensing data in southwestern Guangdong in China based on feature optimization and random Forest	20
Recent field findings and modeling on non-structural carbohydrates (NSCs): How to synthesize?	20
UAV-based classification of maritime Antarctic vegetation types using GEOBIA and random forest	20
Examination of the effects of toxicity and nutrition on a two-prey one-predator system with a metabolomics-inspired model	20
Biological-based and remote sensing techniques to link vegetative and reproductive development and assess pollen emission in Mediterranean grasses	20
Automatic classification of electrocardiogram signals based on transfer learning and continuous wavelet transform	20
How to construct a coordinated ecological network at different levels: A case from Ningbo city, China	20
Simulating geomagnetic bird navigation using novel high-resolution geomagnetic data	20
Zooplankton community of Bakreswar reservoir: Assessment and visualization of distribution pattern using self-organizing maps	20
Analyzing spatiotemporal species spread by three declustering methods utilizing monitoring data based on national programs and citizen science	20
Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover	19
Delineation of vegetation shaded ox-bow lakes in Ganges flood plain, India	19
The effect of long-term climatic variability on wild mammal populations in a tropical forest hotspot: A business intelligence framework	19
A review of automatic recognition technology for bird vocalizations in the deep learning era	19
Construction and optimization of ecological networks in karst regions based on multi-scale nesting: A case study in Guangxi Hechi, China	19
Effects of botanical gardens on student environmental perception	19
Optimizing the ecological source area identification method and building ecological corridor using a genetic algorithm: A case study in Weihe River Basin, NW China	18
Comparative analysis of random forest, exploratory regression, and structural equation modeling for screening key environmental variables in evaluating rangeland above-ground biomass	18
Automated plant species identification from the stomata images using deep neural network: A study of selected mangrove and freshwater swamp forest tree species of Bangladesh	18
Model-based prediction of a vacant summer niche in a subarctic urbanscape: A multi-year open access data analysis of a ‘niche swap’ by short-billed Gulls	18
Spatial-temporal mapping of forest vegetation cover changes along highways in Brunei using deep learning techniques and Sentinel-2 images	18
Agent-based model development of a complex socio-ecological system: Methods for overcoming data and domain limitations	18
East African megafauna influence on vegetation structure permeates from landscape to tree level scales	18
Combining a deep learning model with an optimization algorithm to detect the dispersal of the early stages of spotted butterfish in northern Vietnam under global warming	18
Can land surface phenology from Sentinel-2 time-series be used as an indicator of Macaronesian ecosystem dynamics?	18
A semi-automatic workflow to process images from small mammal camera traps	18
Correction of phenology-induced effects in forest canopy height models based on airborne laser scanning data. Insights from the deciduous mountain forests in Picos de Europa National Park in Spain	18
Dynamic simulation of leaf area index for the soybean canopy based on 3D reconstruction	18
Understanding the invasion potential of Chromolaena odorata and Lantana camara in the Western Ghats, India: An ecological niche modelling approach under current and future climatic scenarios	18
Dealing with imperfect data for invasive species detection using multispectral imagery	18
Adapting deep learning models to new acoustic environments - A case study on the North Atlantic right whale upcall	18
Identifying the drivers of land expansion and evaluating multi-scenario simulation of land use: A case study of Mashan County, China	18
Effects from maritime scrubber effluent on phytoplankton and bacterioplankton communities of a coastal area, Eastern Mediterranean Sea	18
One size fits all? Adaptation of trained CNNs to new marine acoustic environments	18
Biodiversity-based evaluation of thicket thresholds at different levels of elephant impact – Towards assessment and monitoring of thicket vegetation	18
Practical guide for retaining correlated climate variables and unthinned samples in species distribution modeling, using random forests	18
Convolutional neural networks for hydrothermal vents substratum classification: An introspective study	17
Convolutional neural network-based real-time mosquito genus identification using wingbeat frequency: A binary and multiclass classification approach	17
Advances and challenges of carbon storage estimation in tea plantation	17
Indicators for monitoring reduced impact logging in the Brazilian amazon derived from airborne laser scanning technology	17
Automated identification of soil functional components based on NanoSIMS data	17
A systematic study on transfer learning: Automatically identifying empty camera trap images using deep convolutional neural networks	17
Shrinkage-based Bayesian variable selection for species distribution modelling in complex environments: An application to urban biodiversity	17
Defining the target population to make marine image-based biological data FAIR	17
Evaluation of the role of urban domestic wastewater treatment systems for greenhouse gases emissions in China	17
Hyperspectral characterization of vegetation in hemiboreal, boreal and Arctic peatlands using a geographically extensive field dataset	17
Unravelling the non-linear response of ecosystem services to urban-rural transformation in the Beijing-Tianjin-Hebei region, China	17
Robust minimum divergence estimation in a spatial Poisson point process	17
Vulnerability of lowland and upland orchids in their spatially response to climate change and land cover change	17
Deep learning-based air pollution analysis on carbon monoxide in Taiwan	17
Aquatic vegetation mapping with UAS-cameras considering phenotypes	17
MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility	17
A joint time and spatial attention-based transformer approach for recognizing the behaviors of wild giant pandas	17
Determining the community composition of herbaceous species from images using convolutional neural networks	17
Quantitative spatiotemporal evolution of large urban agglomeration expansion based on 1995–2020 nighttime light and spectral data	16
Integration of UAV-sensed features using machine learning methods to assess species richness in wet grassland ecosystems	16
“Flower power”: How flowering affects spectral diversity metrics and their relationship with plant diversity	16
Quantifying 3D coral reef structural complexity from 2D drone imagery using artificial intelligence	16
Dynamic evaluation of the ecological evolution and quality of arid and semi-arid deserts in the Aibugai River Basin based on an improved remote sensing ecological index	16
Forecasting ecological water demand of an arid oasis under a drying climate scenario based on deep learning methods	16
Spatio-temporal variability of turbidity derived from Sentinel-2 in Reloncaví sound, Northern Patagonia, Chile	16