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	204
A non-parametric method to test the statistical significance in rolling window correlations, and applications to ecological time series	177
Effect of phosphorus fractions on benthic chlorophyll-a: Insight from the machine learning models	130
Exploring the evolution of sustainable fisheries development: Focusing on ecological, environmental and management issues	118
Remote sensing delineation of wildfire spatial extents and post-fire recovery along a semi-arid climate gradient	112
Comparative analysis of five convolutional neural networks and transfer learning classification approach for microplastics in wastewater treatment plants	108
BLeafNet: A Bonferroni mean operator based fusion of CNN models for plant identification using leaf image classification	104
Comparative analysis of random forest, exploratory regression, and structural equation modeling for screening key environmental variables in evaluating rangeland above-ground biomass	101
Research on landscape design system based on 3D virtual reality and image processing technology	99
Landsat images and GIS techniques as key tools for historical analysis of landscape change and fragmentation	96
Climate change and food security nexus in Asia: A regional comparison	94
A data-driven approach for the assessment of the thermal stratification of reservoirs based on readily available data	84
Evolution of research on circular economy and related trends and topics. A thirteen-year review	83
Global-scale improvement of the estimation of terrestrial gross primary productivity by integrating optical and microwave remote sensing with meteorological data	82
Automatically detecting the wild giant panda using deep learning with context and species distribution model	81
Improving machine learning predictions to estimate fishing effort using vessel's tracking data	78
Predicting potential range shifts using climatic time series and niche models: A Neotropical montane shrew's case	75
Mapping Mediterranean maquis formations using Sentinel-2 time-series	72
Dealing with imperfect data for invasive species detection using multispectral imagery	71
Genetic diversity analysis and potential suitable habitat of Chuanminshen violaceum for climate change	70
Automatic noise reduction of extremely sparse vocalisations for bioacoustic monitoring	69
Climate change on the brink: Time for urgent action	69
Generalizing resemblance coefficients to accommodate incomplete data	67
Seed size dimorphism and environmental factors govern the phenological variations in invasive plant Hyptis suaveolens	65
Editorial Board	63

Introducing tree belt designer - A QGIS plugin for designing agroforestry systems in terms of potential insolation	60
Editorial Board	60
Editorial Board	60
Terrestrial food web of the Malpelo Fauna and Flora Sanctuary, Colombia: An analysis from a topological approach	59
A script-based workflow to calculate zooplankton community indicator for environmental status assessment in the Baltic Sea	59
Environmentally adaptive fish or no-fish classification for river video fish counters using high-performance desktop and embedded hardware	58
Effects of long-term enclosing on distributions of carbon and nitrogen in semia-arid grassland of Inner Mongolia	58
Enhancing data mobilisation through a centralised data repository for Atlantic salmon (Salmo salar L.): Providing the resources to promote an ecosystem-based management framework.	55
Biophysical parameters retrieval of mangrove ecosystem using 3D point cloud descriptions from UAV photographs	55
Selection against ruderals in Danish grasslands over an eight-year period	54
Recognition of co-existence pattern of salt marshes and mangroves for littoral forest restoration	54
Development of a non-invasive method for species and sex identification of rare forest carnivores using footprint identification technology	53
A mathematical model predicting the abundance and spatio-temporal dispersal of adfluvial salmonid (Salvelinus malma) fry in a stream	53
Comparison of density and basal area estimation of mountain natural forests based on distance-based sampling methods in Zhejiang, China	53
Spatio-temporal deep neural networks for accession classification of Arabidopsis plants using image sequences	52
Research on air quality forecast based on web text sentiment analysis	51
Editorial Board	51
Mass nesting of sea turtles along the east coast of India: A sustainable environmental management approach	51
Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach	50
Multifeature extraction based MobileViTv3 model for fish feeding behavior recognition from video streaming	49
Exploring the connection of physical habitat health of the wetland with its gas regulating services	48
Automatic identification of Chagas disease vectors using data mining and deep learning techniques	47
Identification of suitable location to cultivate grape based on disease infestation using multi-criteria decision-making (MCDM) and remote sensing	47
Ungulates conservation in the face of human development: Mining and roads' influences on habitat and connectivity in Iran's central plateau	47
Bayesian networks as a novel tool to enhance interpretability and predictive power of ecological models	46
Lightweight and accurate aphid detection model based on an improved deep-learning network	46
Estimation of canopy nitrogen nutrient status in lodging maize using unmanned aerial vehicles hyperspectral data	45
Assessment of ChatGPT's potential as an innovative tool in searching for information on wild mammals	45
Identification of Sunn-pest affected (Eurygaster Integriceps put.) wheat plants and their distribution in wheat fields using aerial imaging	44
Predicting unseen chub mackerel densities through spatiotemporal machine learning: Indications of potential hyperdepletion in catch-per-unit-effort due to fishing ground contraction	44
Ages of giant panda can be accurately predicted using facial images and machine learning	44
Digital mapping of soil salinity with time-windows features optimization and ensemble learning model	43
Improved estimation of non-photosynthetic vegetation cover using a novel multispectral slope difference index with soil information, Sentinel-1 data, and machine learning	42
Automated species classification and counting by deep-sea mobile crawler platforms using YOLO	42
Mapping melliferous potential in productive honey areas through spatial tools: Towards a rationalization of beekeeping	41
Documenting changing landscapes with rePhotoSA: A repeat photography and citizen science project in southern Africa	41
Evaluation of the monitoring capability of various vegetation indices and mainstream satellite band settings for grassland drought	41
Comparing the performance of machine learning methods in predicting soil seed bank persistence	40
A comprehensive methodology for assessing river ecological health based on subject matter knowledge and an artificial neural network	40
Prospects for the monitoring of the great cormorant (Phalacrocorax carbo sinensis) using a drone and stationary cameras	40
A novel beach litter analysis system based on UAV images and Convolutional Neural Networks	40
Impact of LUCC on landscape pattern in the Yangtze River Basin during 2001–2019	39
A species-specific fish passage model based on hydraulic conditions and water temperature	39
Predicting eucalyptus plantation growth and yield using Landsat imagery in Minas Gerais, Brazil	38
Ecological modelling for the conservation of Gluta travancorica Bedd. - An endemic tree species of southern Western Ghats, India	38
A dynamic integrated model for mercury bioaccumulation in marine organisms	38
A national fish passage barrier inventory to support fish passage policy implementation and estimate river connectivity in New Zealand	38
Eco-biophysical indicators to ascertain the sustainability aspect of world's primitive hills range using time-series MODIS data products	38
Climate change and dispersion dynamics of the invasive plant species Chromolaena odorata and Lantana camara in parts of the central and eastern India	37
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	37

Evaluation of earth observation datasets for LST trends over India and its implication in global warming	37
Shi-Tomasi corner detector for cattle identification from muzzle print image pattern	37
Recognition and counting of typical apple pests based on deep learning	37
Development of a computationally efficient floodplain ecological response model for large-scale, data-sparse riparian environments	36
The retrospective double-entry of a long-term ecological dataset	36
Shrinkage-based Bayesian variable selection for species distribution modelling in complex environments: An application to urban biodiversity	36
Operationalising weather surveillance radar data for use in ecological research	36
Comparison of global and zonal modeling strategies - A case study of soil organic matter and C:N ratio mapping in Altay, Xinjiang, China	35
Hierarchical-taxonomy-aware and attentional convolutional neural networks for acoustic identification of bird species: A phylogenetic perspective	35
New image dataset and new negative sample judgment method for crop pest recognition based on deep learning models	35
Climate change may improve the habitat suitability and connectivity of sika deer (Cervus nippon) in the Shennongjia area of China	35
Optimized lightweight CA-transformer: Using transformer for fine-grained visual categorization	35
Monitoring ecological status of wetlands using linked fuzzy inference system- remote sensing analysis	35
Monitoring spatial tree diversity indices using relascope sampling: Estimators, interactions and limitations	34
Identification of soybean based on Sentinel-1/2 SAR and MSI imagery under a complex planting structure	34
HPB3C-3PG algorithm: A new hybrid global optimization algorithm and its application to plant classification	34
Evaluation of Gangetic dolphin habitat suitability under hydroclimatic changes using a coupled hydrological-hydrodynamic approach	34
Biological traits interact with human threats to drive extinctions: A modelling study	34
Automated distance estimation for wildlife camera trapping	34
Prediction of environmental factors responsible for chlorophyll a-induced hypereutrophy using explainable machine learning	34
Modelling dynamic fish-waterfall interactions with digital image field data: From rescaling to weir removal for migratory freshwater fish	33
YoloXT: A object detection algorithm for marine benthos	33
The sound of the illegal: Applying bioacoustics for long-term monitoring of illegal cattle in protected areas	33
Application of geographical information system (GIS) in reducing accident blackspots and in planning of a safer urban road network: A review	33
Co-inversion of island leaf area index combination morphological and spectral parameters based on UAV multi-source remote sensing data	33
Class incremental learning for wildlife biodiversity monitoring in camera trap images	33
Weight-based ensemble method for crop pest identification	32
Comparing phenocam color indices with phenological observations of black spruce in the boreal forest	32
An automated multispecies bioacoustics sound classification method based on a nonlinear pattern: Twine-pat	32
Recognition algorithm of street landscape in cold cities with high difference features based on improved neural network	32
Mono-temporal and multi-temporal approaches for burnt area detection using Sentinel-2 satellite imagery (a case study of Rokan Hilir Regency, Indonesia)	32
Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS)	31
An ensemble modeling framework to elucidate the regulatory factors of chlorophyll-a concentrations in the Nanji wetland waters of Poyang Lake	31
Area-based scenario development in land-use change modeling: A system dynamics-assisted approach for mixed agricultural-residential landscapes	31
Ecological assessment and driver analysis of high vegetation cover areas based on new remote sensing index	31
Potential impact of climate change on the distribution and conservation status of Pterocarpus marsupium, a Near Threatened South Asian medicinal tree species	31
Application of thermal and visible imaging to estimate stripe rust disease severity in wheat using supervised image classification methods	31
Identifying sand and dust storm sources using spatial-temporal analysis of remote sensing data in Central Iran	31
Assessment of living quality in Guangdong: A hybrid knowledge-based and data-driven approach	31
The fate of vegetation carbon stocks of India: Insights from a remote-sensed evaluation of carbon use efficiency	31
Conservation prioritization through combined approach of umbrella species selection, occupancy estimation, habitat suitability and connectivity analysis of kingfisher: A study from an internationally	31
Projected shifts in the distribution range of Asiatic black bear (Ursus thibetanus) in the Hindu Kush Himalaya due to climate change	30
Relationship between multiple ecosystem services and sustainability in three species food chain	30
Comparison and empirical analysis of the urban economic development level in the Yangtze River urban agglomeration based on an analogical ecosystem perspective	30
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	30
Seasonal variations of waterbird ecological networks under different saltpans management	30
Amazon forest cover change mapping based on semantic segmentation by U-Nets	30
Potential distribution of piscivores across the Atlantic Forest: From bats and marsupials to large-bodied mammals under a trophic-guild viewpoint	30
Dynamic mode decomposition: A feature extraction technique based hidden Markov model for detection of Mysticetes' vocalisations	29
Enhancing wall-to-wall forest structure mapping through detailed co-registration of airborne and terrestrial laser scanning data in Mediterranean forests	29
Impact of cropland development intensity and expansion on natural vegetation in different African countries	29
The TreeTalkersCheck R package: An automatic daily routine to check physiological traits of trees in the forest	29
Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks	29
Current and potential geographic distribution of red palm mite (Raoiella indica Hirst) in Brazil	28
Towards the automatic monitoring of deforestation in Brazilian rainforest	28
Using deep neural networks to model similarity between visual patterns: Application to fish sexual signals	28
Automated feature-specific tree species identification from natural images using deep semi-supervised learning	28
Spectral index-based time series analysis of canopy resistance and resilience in a watershed under intermittent weather changes	28
Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover	27
Examination of the effects of toxicity and nutrition on a two-prey one-predator system with a metabolomics-inspired model	27
Wildlife 3D multi-object tracking	27
Motion vectors and deep neural networks for video camera traps	27
Biological-based and remote sensing techniques to link vegetative and reproductive development and assess pollen emission in Mediterranean grasses	27
Analyzing spatiotemporal species spread by three declustering methods utilizing monitoring data based on national programs and citizen science	27
Simulating geomagnetic bird navigation using novel high-resolution geomagnetic data	27
Zooplankton community of Bakreswar reservoir: Assessment and visualization of distribution pattern using self-organizing maps	27
Automatic classification of electrocardiogram signals based on transfer learning and continuous wavelet transform	27
Recent field findings and modeling on non-structural carbohydrates (NSCs): How to synthesize?	27
Delineation of vegetation shaded ox-bow lakes in Ganges flood plain, India	26
Effects from maritime scrubber effluent on phytoplankton and bacterioplankton communities of a coastal area, Eastern Mediterranean Sea	26
A semi-automatic workflow to process images from small mammal camera traps	26
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	25
A systematic study on transfer learning: Automatically identifying empty camera trap images using deep convolutional neural networks	25
Robust minimum divergence estimation in a spatial Poisson point process	25
Can land surface phenology from Sentinel-2 time-series be used as an indicator of Macaronesian ecosystem dynamics?	25
Biodiversity-based evaluation of thicket thresholds at different levels of elephant impact – Towards assessment and monitoring of thicket vegetation	25
Determining the community composition of herbaceous species from images using convolutional neural networks	25
Convolutional neural networks for hydrothermal vents substratum classification: An introspective study	25
Unravelling the non-linear response of ecosystem services to urban-rural transformation in the Beijing-Tianjin-Hebei region, China	25
Adapting deep learning models to new acoustic environments - A case study on the North Atlantic right whale upcall	25

Agent-based model development of a complex socio-ecological system: Methods for overcoming data and domain limitations	25
Spatial-temporal mapping of forest vegetation cover changes along highways in Brunei using deep learning techniques and Sentinel-2 images	25
Defining the target population to make marine image-based biological data FAIR	25
Optimizing the ecological source area identification method and building ecological corridor using a genetic algorithm: A case study in Weihe River Basin, NW China	25
Identifying the drivers of land expansion and evaluating multi-scenario simulation of land use: A case study of Mashan County, China	25
One size fits all? Adaptation of trained CNNs to new marine acoustic environments	25
A systematic study of the class imbalance problem: Automatically identifying empty camera trap images using convolutional neural networks	24
Spatial and temporal evolution of heatwaves in Taiwan in a changing climate using multi-dimensional complementary ensemble empirical mode decomposition	24
Using AutoML and generative AI to predict the type of wildfire propagation in Canadian conifer forests	24
Association between multilevel landscape characteristics and rural sustainability: A case study of the water-net region in the Yangtze River Delta, China	24
Automatic interpretation of salmon scales using deep learning	24
Capturing urban green view with mobile crowd sensing	24
Rural land consolidation as an instrument for decreasing farmers' dependence on ecosystem services: Heterogeneity analysis based on consolidation modes and topographic types	24
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	24
Investigating crop performance on urban green roofs using hyperspectral data	24
Investigating the spatial distribution mechanisms of traditional villages from the human geography region: A case study of Jiangnan, China	24
“Flower power”: How flowering affects spectral diversity metrics and their relationship with plant diversity	24
A joint time and spatial attention-based transformer approach for recognizing the behaviors of wild giant pandas	23
Quantitative spatiotemporal evolution of large urban agglomeration expansion based on 1995–2020 nighttime light and spectral data	23
Spatiotemporal variation and prediction of NPP in Beijing-Tianjin-Hebei region by coupling PLUS and CASA models	23
Indicators for monitoring reduced impact logging in the Brazilian amazon derived from airborne laser scanning technology	23
Automated identification of soil functional components based on NanoSIMS data	23
Integration of UAV-sensed features using machine learning methods to assess species richness in wet grassland ecosystems	23
Advances and challenges of carbon storage estimation in tea plantation	23
MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility	23
Hyperspectral characterization of vegetation in hemiboreal, boreal and Arctic peatlands using a geographically extensive field dataset	23
Analysis of vegetation dynamics from 2001 to 2020 in China's Ganzhou rare earth mining area using time series remote sensing and SHAP-enhanced machine learning	23
Forecasting ecological water demand of an arid oasis under a drying climate scenario based on deep learning methods	23
Aquatic vegetation mapping with UAS-cameras considering phenotypes	23
Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions	23
HuBot: A biomimicking mobile robot for non-disruptive bird behavior study	22
Computing ecosystem risk hotspots: A mediterranean case study	22
Combining habitat selection, behavioural states, and individual variation to predict fish spatial usage near a barrier	22
Wheat leaf traits monitoring based on machine learning algorithms and high-resolution satellite imagery	22
The application of game theory-based machine learning modelling to assess climate variability effects on the sensitivity of lagoon ecosystem parameters	22
Tracing the range shifts of African tree ferns: Insights from the last glacial maximum and beyond	22
Socio-economic factors boosting the effectiveness of marine protected areas: A Bayesian network analysis	22
Identifying plants under natural gas micro-leakage stress using hyperspectral remote sensing	22
Economic digitalization and energy transition for green industrial development pathways	22
Dynamical systems-inspired machine learning methods for drought prediction	22
Extraction of tree branch skeletons from terrestrial LiDAR point clouds	22
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	22
A machine learning algorithm-based approach (MaxEnt) for predicting invasive potential of Trioza erytreae on a global scale	22
Convolutional neural network-based real-time mosquito genus identification using wingbeat frequency: A binary and multiclass classification approach	21
Detection and classification of marine mammal sounds using AlexNet with transfer learning	21
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	21
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	21
Developing wetland landscape insecurity and hydrological security models and measuring their spatial linkages	21
Foundation models in shaping the future of ecology	21
Reconstructing daytime and nighttime MODIS land surface temperature in desert areas using multi-channel singular spectrum analysis	21
Evaluation of the role of urban domestic wastewater treatment systems for greenhouse gases emissions in China	21
Modelling the susceptibility of wetland plant species under climate change in the Mekong Delta, Vietnam	21
Deep learning-based air pollution analysis on carbon monoxide in Taiwan	21
Spatiotemporal evolutions and driving factors of green development performance of cities in the Yangtze River Economic Belt	21
Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm	21
How to construct a coordinated ecological network at different levels: A case from Ningbo city, China	20
Towards an ecological informatics scholarship that is reflective, repeatable, transparent, and sharable!	20
Effects of climate change on the ecological niche of common hornbeam (Carpinus betulus L.)	20
Effects of botanical gardens on student environmental perception	20
Machine learning approach for water quality predictions based on multispectral satellite imageries	20
Practical guide for retaining correlated climate variables and unthinned samples in species distribution modeling, using random forests	20
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	20
Spatio-temporal variability of turbidity derived from Sentinel-2 in Reloncaví sound, Northern Patagonia, Chile	20
The effect of long-term climatic variability on wild mammal populations in a tropical forest hotspot: A business intelligence framework	20
Spatiotemporal water dynamic modelling of Ramsar-listed lakes on the Victorian Volcanic Plains using Landsat, ICESat-2 and airborne LiDAR data	20
Spatial-temporal characteristics of carbon emissions corrected by socio-economic driving factors under land use changes in Sichuan Province, southwestern China	20
Construction and optimization of ecological networks in karst regions based on multi-scale nesting: A case study in Guangxi Hechi, China	20
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	20
Seagrasses on the move: Tracing the multi-decadal species distribution trends in lagoon meadows using Landsat imagery	20
Dynamic simulation of leaf area index for the soybean canopy based on 3D reconstruction	20
Spatiotemporal evolution and driving factors of tourism ecological adaptation in the Dongting Lake Area, China	20
Prediction of potential distribution of soybean in the frigid region in China with MaxEnt modeling	20
Computer vision technique for freshness estimation from segmented eye of fish image	19
Deep learning-enhanced remote sensing-integrated crop modeling for rice yield prediction	19
A deep learning ensemble model for wildfire susceptibility mapping	19
Improving the explainability of CNN-LSTM-based flood prediction with integrating SHAP technique	19
East African megafauna influence on vegetation structure permeates from landscape to tree level scales	19
Vulnerability of lowland and upland orchids in their spatially response to climate change and land cover change	19
Machine-learning modelling of fire susceptibility in a forest-agriculture mosaic landscape of southern India	19
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	19
Age interpretation of cod otoliths using deep learning	19
Detecting outliers in a univariate time series dataset using unsupervised combined statistical methods: A case study on surface water temperature	19
Application of Google earth engine python API and NAIP imagery for land use and land cover classification: A case study in Florida, USA	19
Evaluation of different DEMs for gully erosion susceptibility mapping using in-situ field measurement and validation	19
The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape	19
A deep learning pipeline for time-lapse camera monitoring of insects and their floral environments	19
Analysis on change detection techniques for remote sensing applications: A review	19
Hybrid convolution neural network model for a quicker detection of infested maize plants with fall armyworms using UAV-based images	19
Mel-frequency cepstral coefficients outperform embeddings from pre-trained convolutional neural networks under noisy conditions for discrimination tasks of individual gibbons	19
An algorithm for early rice area mapping from satellite remote sensing data in southwestern Guangdong in China based on feature optimization and random Forest	18
Enhancing palm precision agriculture: An approach based on deep learning and UAVs for efficient palm tree detection	18
Quantifying 3D coral reef structural complexity from 2D drone imagery using artificial intelligence	18
Three decades of spatiotemporal dynamics in forest biomass density in the Qinba Mountains	18
Field-scale rice yield prediction from Sentinel-2 monthly image composites using machine learning algorithms	18
Automated classification of bat echolocation call recordings with artificial intelligence	18