yusuke1997/dblp-id-title huggingface dataset:
A lightweight deep learning model for classification of synthetic aperture radar images
Bacterial community characterization by deep learning aided image analysis in soil chips
Making Spatial Ecology Relevant and Accessible to Conservation
Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield prediction
Testing social network metrics as proxies for governance performance: A simulation-based experiment in watershed management
Predicting potential suitable habitats of Chinese fir under current and future climatic scenarios based on Maxent model
Uncovering food web structure using a novel trophic similarity measure
Modelling Cooperation between fishermen with a Cellular automaton. A framework for fishing effort spatial dynamics
Modeling of municipal waste disposal behaviors related to meteorological seasons using recurrent neural network LSTM models
Identifying sensitive areas to wind erosion in the Xilingele grassland by computational fluid dynamics modelling
HPB3C-3PG algorithm: A new hybrid global optimization algorithm and its application to plant classification
Accurate estimation of Jujube leaf chlorophyll content using optimized spectral indices and machine learning methods integrating geospatial information
Automatic pine wilt disease detection based on improved YOLOv8 UAV multispectral imagery
Assessing water quality environmental grades using hyperspectral images and a deep learning model: A case study in Jiangsu, China
Exploring the trade-offs between spatial and spectral resolution in mapping invasive alien trees
Hierarchical-taxonomy-aware and attentional convolutional neural networks for acoustic identification of bird species: A phylogenetic perspective
Designing neutral landscapes for data scarce regions in West Africa
Special issue on "Agro-environmental decision support systems"
Maximum energy entropy: A novel signal preprocessing approach for data-driven monthly streamflow forecasting
Self-organizing map and species abundance distribution of stream benthic macroinvertebrates in revealing community patterns in different seasons
An ArcMap plug-in for calculating landscape metrics of vector data
Soundscape segregation based on visual analysis and discriminating features
Tracing the range shifts of African tree ferns: Insights from the last glacial maximum and beyond
EcoIS: An image serialization library for plot-based plant flowering phenology
Data prevalence matters when assessing species' responses using data-driven species distribution models
Research on a multiparameter water quality prediction method based on a hybrid model
Modeling the response of negative air ions to environmental factors using multiple linear regression and random forest
The influence of community recommendations on metadata completeness
Improving pollen-bearing honey bee detection from videos captured at hive entrance by combining deep learning and handling imbalance techniques
From citizen science to AI models: Advancing cetacean vocalization automatic detection through multi-annotator campaigns
Biological connectivity and its driving mechanisms in the Liaohe Delta wetland, China
A semantically integrated, user-friendly data model for species observation data
Integrated conservation management using CMSi
Performance of one-class classifiers for invasive species mapping using airborne imaging spectroscopy
Do large forest trees tend towards high species mingling?
Using neural style transfer to study the evolution of animal signal design: A case study in an ornamented fish
Coupling response mechanisms of land use conflicts and ecosystem health using the GWRF-SHAP model: A structural and functional perspective
The World Cup reshaped the urban green space pattern of Qatar
Identifying the habitat suitability and built-in corridors for Asiatic black bear ( Ursus thibetanus ) movement in the northern highlands of Pakistan
Machine learning approach to predict terrestrial gross primary productivity using topographical and remote sensing data
Multi-scale biomass estimation of an alpine desert shrub based on relative cover: A case study of Asterothamnus centraliasiaticus in the Qaidam Desert on the Qinghai-Tibet Plateau
Use of confidence radii to visualise significant differences in principal components analysis: Application to mammal assemblages at locations with different disturbance levels
GEE_xtract: High-quality remote sensing data preparation and extraction for multiple spatio-temporal ecological scaling
Spatio-temporal air quality analysis and PM 2.5 prediction over Hyderabad City, India using artificial intelligence techniques
Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees
Seed size dimorphism and environmental factors govern the phenological variations in invasive plant Hyptis suaveolens
Vapor pressure deficit dominates vegetation productivity during compound drought and heatwave events in China's arid and semi-arid regions: Evidence from multiple vegetation parameters
Comparing semantically-blind and semantically-aware landscape similarity measures with application to query-by-content and regionalization
YOLO-Fish: A robust fish detection model to detect fish in realistic underwater environment
Which exerts a greater impact on ecosystem resilience: Cropland expansion or urban expansion? Insights from a spatiotemporal analysis
Improving forest above ground biomass estimates over Indian forests using multi source data sets with machine learning algorithm
A deep learning-based detection model and illumination-adaptive behavioral analysis for soldier crabs in the intertidal zone
Projection of climate variables by general circulation and deep learning model for Lahore, Pakistan
Evaluating models for classifying movement of whale-watching vessels
A reliable unmanned aerial vehicle multi-target tracking system with global motion compensation for monitoring Procapra przewalskii
Prediction of potential distribution of soybean in the frigid region in China with MaxEnt modeling
Utilizing in situ directional hyperspectral measurements to validate bio-indicator simulations for a corn crop canopy
Curating protected area-level species lists in an era of diverse and dynamic data sources
Mapping hotspots and unveiling drivers of mortality in the endangered Gangetic Dolphin (Platanista gangetica) to mitigate human-mediated conservation conflicts in the Ganga River Basin, India
Terrestrial laser scanner based 3D reconstruction of trees and retrieval of leaf area index in a forest environment
Applying machine learning to predict reproductive condition in fish
Identifying the factors determining blooms of cyanobacteria in a set of shallow lakes
Modeling and formal analysis of meta-ecosystems with dynamic structure using graph transformation
Temporal separation of whale vocalizations from background oceanic noise using a power calculation
Dealing with spatial autocorrelation when learning predictive clustering trees
Effects of inter-specific variability on biomass allocation: A hierarchical Bayesian approach
Inferring conflicting behavior of zebrafish (Danio rerio) in response to food and predator based on a self-organizing map (SOM) and intermittency test
Prediction of daily global solar radiation and air temperature using six machine learning algorithms; a case of 27 European countries
An information theory framework for hierarchical path segmentation and analysis of animal movement
A comprehensive evaluation of deep learning approaches for ground-level ozone prediction across different regions
Diagnosing habitat degradation of submerged plants in urban lakes: An integrated analysis of underwater light limitation, lake optics, and DOM chemo-diversity
Centroid-AME: An open-source software for estimating avian migration trajectories using population centroids movement in the annual cycle
The big picture: appraising the risk of cumulative impacts on seagrass meadows in the Mediterranean Sea
A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations
PLS-PM analysis of forest fires using remote sensing tools. The case of Xurés in the Transboundary Biosphere Reserve
Adaptive image processing embedding to make the ecological tasks of deep learning more robust on camera traps images
Identifying and classifying plant disease using resilient LF-CNN
Modelling the effects of chorus species composition and caller density on acoustic masking interference in multispecies choruses of crickets and katydids
An adaptive method for individual tree segmentation synthesizing canopy cover and competitive mechanism using UAV data
Comparison of greenhouse gas emission accounting for a constructed wetland wastewater treatment system
Vegetation recovery and recent degradation in different karst landforms of southwest China over the past two decades using GEE satellite archives
Habitat reporting of a heathland site: Classification probabilities as additional information, a case study
Wave-turbulence decomposition and turbulence parameterization in aquatic wave environments using improved Synchrosqueezed Wavelet Transform (iSWT)
Seismic signal analysis for the characterisation of elephant movements in a forest environment
Environmental interpretation of forest communities in Xiaowutai Mountain by fuzzy mathematics analysis
Detection and identification of European woodpeckers with deep convolutional neural networks
Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation
Testing life-cycle assessment data quality with Benford's law reveals geographic variation
Long-term deep learning-facilitated environmental acoustic monitoring in the Capital Region of New York State
Linking key trophic chemical indicators to spatio-temporal variabilities of fish traits and functional diversity along the Nakdong River
Mapping invasive iceplant extent in southern coastal California using high-resolution aerial imagery
DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning
Remote sensing-based assessment of ecosystem health by optimizing vigor-organization-resilience model: A case study in Fuzhou City, China
Partitioning climate uncertainty in ecological projections: Pacific oysters in a hotter Europe
Computer vision technique for freshness estimation from segmented eye of fish image
Climate change on the brink: Time for urgent action
Predicting potential occurrence of pine wilt disease based on environmental factors in South Korea using machine learning algorithms
Interactive effects of habitat destruction and competition on exotic invasion
Fine identification of noxious weeds based on close-range hyperspectral imaging and spectral-spatial features of alpine meadow plants
Classification of inland lake water quality levels based on Sentinel-2 images using convolutional neural networks and spatiotemporal variation and driving factors of algal bloom
Divergences and complementarities between eDNA versus passive acoustic marine mammal monitoring
A generic composite measure of similarity between geospatial variables
Flood-drought shifts monitoring on arid Xinjiang, China using a novel machine learning based algorithm
Spatial bias in the GBIF database and its effect on modeling species' geographic distributions
Augmented coral reef monitoring using a stationary reef monitoring system
Cascaded deep network systems with linked ensemble components for underwater fish detection in the wild
On the distribution of plant abundance data
Real-time water quality monitoring of River Ganga (India) using internet of things
Implementation of a watershed modelling framework to support adaptive management in the Canadian side of the Lake Erie basin
A global organism detection and monitoring system for non-native species
Animal reidentification using restricted set classification
Classifying insects on the fly
Evaluation and mapping of predicted future land use changes using hybrid models in a coastal area
Remote sensing analysis of rainstorm effects on sediment concentrations in Apalachicola Bay, USA
Evaluation of earth observation datasets for LST trends over India and its implication in global warming
Field-derived relationships between fish habitat distribution and flow-sediment conditions in fluctuating backwater zone of the Three Gorges Reservoir
Unravelling Bias: A Sardinian perspective on taxonomic, spatial, and temporal biases in vascular plant biodiversity data from GBIF
Landscape connectivity of Cercidiphyllum japonicum, an endangered species and its implications for conservation
HydroEcoLSTM: A Python package with graphical user interface for hydro-ecological modeling with long short-term memory neural network
Efficient wildlife monitoring: Deep learning-based detection and counting of green turtles in coastal areas
Hyperparameter-tuned batch-updated stochastic gradient descent: Plant species identification by using hybrid deep learning
Introducing a new tool to derive animal behaviour from GPS data without ancillary data: The red-footed falcon in Italy as a case study
Foundation models in shaping the future of ecology
Assessment of pollutants from the Canale d'Aiedda basin to the sea: SWAT model and Remote Sensing Approach
Deep learning-based models for temporal satellite data processing: Classification of paddy transplanted fields
Modeling combined role of renewable electricity output, environmental regulations, and coal consumption in ecological sustainability
Bayesian calibration of the Pasture Simulation model (PaSim) to simulate European grasslands under water stress
Wheat leaf traits monitoring based on machine learning algorithms and high-resolution satellite imagery
Assessing the river habitat suitability and effects of introduction of exotic fish species based on anecohydraulic model system
Response of estuarine phytoplankton to nutrient and spatio-temporal pattern of physico-chemical water quality parameters in Little Vermilion Bay, Louisiana
Estimation and trend analysis of carbon emissions from forest fires in mainland China from 2011 to 2021
Impact of LUCC on landscape pattern in the Yangtze River Basin during 2001-2019
Defining the target population to make marine image-based biological data FAIR
BiFusionNet: A lightweight model for detecting Red Turpentine Beetle infestation in pine trees
Using hierarchical text classification to investigate the utility of machine learning in automating online analyses of wildlife exploitation
Detailed model of shelter areas for the Cantabrian brown bear
A semi-automated approach for quantitative mapping of woody cover from historical time series aerial photography and satellite imagery
Active contour-based detection of estuarine dolphin whistles in spectrogram images
Assessing regional scale habitat area with a three dimensional measure
Robustness and limitations of maximum entropy in plant community assembly
River phytoplankton prediction model by Artificial Neural Network: Model performance and selection of input variables to predict time-series phytoplankton proliferations in a regulated river system
Analysis of potentially suitable habitat within migration connections of an intra-African migrant-the Blue Swallow ( Hirundo atrocaerulea )
MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility
Metric learning unveiling disparities: A novel approach to recognize false trigger images in wildlife monitoring
Enhancing model robustness to imbalanced species abundance distributions: Eliminating misclassified records via a model-agnostic approach, exemplified by tuna fisheries datasets
Ecological image databases: From the webcam to the researcher
Prediction and elucidation of the population dynamics of Microcystis spp. in Lake Dianchi (China) by means of artificial neural networks
Winter drying injury of Ligustrum lucidum associated with water and energy imbalance
Investigating crop performance on urban green roofs using hyperspectral data
Development and implementation of EcoDecibel: A low-cost and IoT-based device for noise measurement
Automated classification of tree species using graph structure data and neural networks
Effects of sample size and network depth on a deep learning approach to species distribution modeling
Selection of likelihood parameters for complex models determines the effectiveness of Bayesian calibration
ESC-YOLOv8-seg: A real-time non-destructive detection framework for small-target surface anomalies in zebrafish underwater monitoring
Contrasting the efficiency of imaging systems for mesozooplankton indicators across Pacific and Atlantic coastal ecosystems
Consistent nutrient mapping from Sentinel-2 and Sentinel-3 in nearshore waters: A case study in Xiamen Bay
Mapping and classification of Liao River Delta coastal wetland based on time series and multi-source GaoFen images using stacking ensemble model
A bibliometric review of ecological research on the Qinghai-Tibet Plateau, 1990-2019
Effects from maritime scrubber effluent on phytoplankton and bacterioplankton communities of a coastal area, Eastern Mediterranean Sea
An experimental assessment of deep convolutional features for plant species recognition
A theoretical model of plant species competition: The case of invasive Carpobrotus sp. pl. and native Mediterranean coastal species
Does mathematical modelling fit within the scope of ecological informatics?
Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests
An automated approach for counting ants in densely populated images and gaining insight into ant foraging behavior
Evaluation of stream ecosystem health and species association based on multi-taxa (benthic macroinvertebrates, algae, and microorganisms) patterning with different levels of pollution
Spatiotemporal changes and driving mechanism of ecosystem carbon sink in karst peak cluster depression basin in Southwest Guangxi based on the interaction of "water-rock-soil-air-biology"
UAV-based classification of maritime Antarctic vegetation types using GEOBIA and random forest
Influence of the physical environment and conspecific aggression on the spatial arrangement of breeding grey seals
Mapping an invasive grass in the northwestern US with fused satellite time series and biophysical features
Logistic regression for clustered data from environmental monitoring programs
A MaxEnt modelling approach to understand the climate change effects on the distributional range of White-bellied Sholakili Sholicola albiventris (Blanford, 1868) in the Western Ghats, India
Assessing ensemble models for carbon sequestration and storage estimation in forests using remote sensing data
Robust real-time detection of right whale upcalls using neural networks on the edge
Leveraging Landsat and Google Earth Engine for long-term chlorophyll-a monitoring: A case study of Lake Balaton's water quality
Vegetation responses to variations in climate: A combined ordinary differential equation and sequential Monte Carlo estimation approach
Spatial prediction of wheat septoria leaf blotch (Septoria tritici) disease severity in Central Ethiopia
Using neural networks to detect patterns in inter-specific data: An example from net-spinning caddisflies (Trichoptera: Annulipalpia)
Bayesian calibration of mathematical models: Optimization of model structure and examination of the role of process error covariance
Modelling potential wildlife-vehicle collisions (WVC) locations using environmental factors and human population density: A case-study from 3 state highways in Central California
Detection method for Convallaria keiskei colonies in Hokkaido, Japan, by combining CNN and FCM using UAV-based remote sensing data
A multi-source approach combining GEDI LiDAR, satellite data, and machine learning algorithms for estimating forest aboveground biomass on Google Earth Engine platform
Hybrid convolution neural network model for a quicker detection of infested maize plants with fall armyworms using UAV-based images
Operationalising weather surveillance radar data for use in ecological research
Identifying wetland areas in historical maps using deep convolutional neural networks
Hierarchical classification of pollinating flying insects under changing environments
Comparison of two individual identification algorithms for snow leopards ( Panthera uncia ) after automated detection
A method for automatic identification and separation of wildlife images using ensemble learning
Large language models overcome the challenges of unstructured text data in ecology
Vulnerability of lowland and upland orchids in their spatially response to climate change and land cover change
MobileNet-GRU fusion for optimizing diagnosis of yellow vein mosaic virus
Estimation of plant density based on presence/absence data using hybrid inference
Fuzzy modelling of growth potential in forest development simulation
Integrating hierarchical Bayes with phosphorus loading modelling
Semantic annotation of the CEREALAB database by the AGROVOC linked dataset
Corrigendum to "Modeling alterations in flow regimes under changing climate in a Mediterranean watershed: An analysis of ecologically-relevant hydrological indicators" [Ecological Informatics, 61 (2021) 101219]
How may agricultural matrix intensification affect understory birds in an Atlantic Forest landscape? A qualitative model on stochasticity and immigration
Western Balkan societies' awareness of air pollution. Estimations using natural language processing techniques
How much information is there in arthropod data about the landscape around sampling sites? Exploring a theory based on site-specificity of organisms
Acoustic recognition of individuals in closed and open bird populations
Evaluation of the monitoring capability of various vegetation indices and mainstream satellite band settings for grassland drought
Enhancing coastal bathymetric mapping with physics-informed recurrent neural networks synergizing Gaofen satellite imagery and ICESat-2 lidar data: A case in the South China Sea
Multi-objective optimization of an ecological assembly model
A quantitative approach for classifying fish otolith strontium: Calcium sequences into environmental histories
Spatio-temporal dynamics of vegetation over cloudy areas in Southwest China retrieved from four NDVI products
Factors influencing the consistency in crowdsourced interpretations of aerial photographs to measure tree canopy cover
Deep-learning-based wildfire occurrence prediction with human factors in Gangwon Province, South Korea
European water frame directive ecoregions do not adequately represent freshwater fish biogeography
Mapping specific habitats from remotely sensed imagery: Support vector machine and support vector data description based classification of coastal saltmarsh habitats
Forecasting the abundance of disease vectors with deep learning
Identifying optimal waveband positions for discriminating Parthenium hysterophorus using hyperspectral data
An ecological assessment process based on integrated remote sensing model: A case from Kaikukang-Walagan District, Greater Khingan Range, China
New image dataset and new negative sample judgment method for crop pest recognition based on deep learning models
Improving the design of environmental monitoring networks. Case study on the heavy metals in mosses survey in Germany
Behavior intentions of urban forest recreationists based on structural equation model
Automated classification of bird and amphibian calls using machine learning: A comparison of methods
Computational modelling of cormorant swarm
Separability indexes and accuracy of neuro-fuzzy classification in Geographic Information Systems for assessment of coastal environmental vulnerability
DEIMS-SDR - A web portal to document research sites and their associated data
Attribution index for changes in migratory bird distributions: The role of climate change over the past 50 years in China
Habitat distribution modeling of endangered medicinal plant Picrorhiza kurroa (Royle ex Benth) under climate change scenarios in Uttarakhand Himalaya, India
An ensemble of deep learning architectures for accurate plant disease classification
A metadata-driven framework for generating field data entry interfaces in ecology