On the public citation graph

Earth observation based indication for avian species distribution models using the spectral trait concept and machine learning in an urban setting

https://doi.org/10.1016/j.ecolind.2019.106029
0 signed · 79 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0470013192.bsa501openalex-snapshot
Principal Component Analysis
inferredcites →https://doi.org/10.1002/env.516openalex-snapshot
Quantitative tools for perfecting species lists
inferredcites →https://doi.org/10.1002/rse2.7openalex-snapshot
Will remote sensing shape the next generation of species distribution models?
inferredcites →https://doi.org/10.1007/978-1-4419-7390-0openalex-snapshot
Predictive species and habitat modeling in landscape ecology : concepts and applications
inferredcites →https://doi.org/10.1007/978-1-4419-7390-0_8openalex-snapshot
Modeling Species Distribution and Change Using Random Forest
inferredcites →https://doi.org/10.1007/978-1-4471-0347-9_4openalex-snapshot
Principal Component Analysis
inferredcites →https://doi.org/10.1007/978-3-642-02326-2_18openalex-snapshot
Influence of Hyperparameters on Random Forest Accuracy
inferredcites →https://doi.org/10.1007/s10980-006-9056-4openalex-snapshot
Changes in land-use/land-cover patterns in Italy and their implications for biodiversity conservation
inferredcites →https://doi.org/10.1007/s10980-012-9811-7openalex-snapshot
Pocket parks in a compact city: how do birds respond to increasing residential density?
inferredcites →https://doi.org/10.1007/s13280-014-0504-0openalex-snapshot
A Quantitative Review of Urban Ecosystem Service Assessments: Concepts, Models, and Implementation
inferredcites →https://doi.org/10.1016/j.ecoinf.2010.06.001openalex-snapshot
Remotely sensed spectral heterogeneity as a proxy of species diversity: Recent advances and open challenges
inferredcites →https://doi.org/10.1016/j.ecolind.2016.03.054openalex-snapshot
Advancing understanding of the complex nature of urban systems
inferredcites →https://doi.org/10.1016/j.ecolind.2017.10.029openalex-snapshot
Urban land use intensity assessment: The potential of spatio-temporal spectral traits with remote sensing
inferredcites →https://doi.org/10.1016/j.ecolmodel.2014.08.018openalex-snapshot
Understanding and quantifying landscape structure – A review on relevant process characteristics, data models and landscape metrics
inferredcites →https://doi.org/10.1016/j.isprsjprs.2016.01.011openalex-snapshot
Random forest in remote sensing: A review of applications and future directions
inferredcites →https://doi.org/10.1016/j.landurbplan.2004.08.007openalex-snapshot
Urban effects on native avifauna: a review
inferredcites →https://doi.org/10.1016/j.landurbplan.2013.10.005openalex-snapshot
The effect of plant richness and urban garden structure on bird species richness, diversity and community structure
inferredcites →https://doi.org/10.1016/j.landurbplan.2018.10.010openalex-snapshot
Front and back yard green analysis with subpixel vegetation fractions from earth observation data in a city
inferredcites →https://doi.org/10.1016/j.rse.2006.11.016openalex-snapshot
Laser remote sensing of canopy habitat heterogeneity as a predictor of bird species richness in an eastern temperate forest, USA
inferredcites →https://doi.org/10.1016/j.rse.2009.11.016openalex-snapshot
Remote sensing of structural complexity indices for habitat and species distribution modeling
inferredcites →https://doi.org/10.1016/j.rse.2013.05.001openalex-snapshot
Urban vegetation classification: Benefits of multitemporal RapidEye satellite data
inferredcites →https://doi.org/10.1016/j.tree.2006.02.002openalex-snapshot
Rebuilding community ecology from functional traits
inferredcites →https://doi.org/10.1016/s0034-4257(98)00046-7openalex-snapshot
Remote Sensing of Chlorophyll a, Chlorophyll b, Chlorophyll a+b, and Total Carotenoid Content in Eucalyptus Leaves
inferredcites →https://doi.org/10.1016/s0169-5347(03)00071-5openalex-snapshot
From space to species: ecological applications for remote sensing
inferredcites →https://doi.org/10.1023/a:1008119219788openalex-snapshot
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1038/513030aopenalex-snapshot
Satellites: Make Earth observations open access
inferredcites →https://doi.org/10.1038/nplants.2016.24openalex-snapshot
Monitoring plant functional diversity from space
inferredcites →https://doi.org/10.1038/s41467-017-01530-3openalex-snapshot
Mapping functional diversity from remotely sensed morphological and physiological forest traits
inferredcites →https://doi.org/10.1038/s41559-018-0667-3openalex-snapshot
Towards global data products of Essential Biodiversity Variables on species traits
inferredcites →https://doi.org/10.1073/pnas.1206512109openalex-snapshot
Energetics, lifestyle, and reproduction in birds
inferredcites →https://doi.org/10.1080/0143116042000192358openalex-snapshot
Linking spatial patterns of bird and butterfly species richness with Landsat TM derived NDVI
inferredcites →https://doi.org/10.1080/01431160701772534openalex-snapshot
Accurate prediction of bird species richness patterns in an urban environment using Landsat‐derived NDVI and spectral unmixing
inferredcites →https://doi.org/10.1093/biomet/37.1-2.17openalex-snapshot
NOTES ON CONTINUOUS STOCHASTIC PHENOMENA
inferredcites →https://doi.org/10.1109/tsmc.1973.4309314openalex-snapshot
Textural Features for Image Classification
inferredcites →https://doi.org/10.1111/1365-2664.12826openalex-snapshot
Increasing species richness but decreasing phylogenetic richness and divergence over a 320‐year period of urbanization
inferredcites →https://doi.org/10.1111/2041-210x.12280openalex-snapshot
CATS regression – a model‐based approach to studying trait‐based community assembly
inferredcites →https://doi.org/10.1111/2041-210x.12941openalex-snapshot
Measuring β‐diversity by remote sensing: A challenge for biodiversity monitoring
inferredcites →https://doi.org/10.1111/cobi.13307openalex-snapshot
Long‐term declines of European insectivorous bird populations and potential causes
inferredcites →https://doi.org/10.1111/j.0030-1299.2007.15559.xopenalex-snapshot
Let the concept of trait be functional!
inferredcites →https://doi.org/10.1111/j.1365-2486.2011.02451.xopenalex-snapshot
TRY – a global database of plant traits
inferredcites →https://doi.org/10.1111/j.1461-0248.2005.00792.xopenalex-snapshot
Predicting species distribution: offering more than simple habitat models
inferredcites →https://doi.org/10.1111/j.1600-0587.2008.05512.xopenalex-snapshot
Satellite image texture and a vegetation index predict avian biodiversity in the Chihuahuan Desert of New Mexico
inferredcites →https://doi.org/10.1111/j.1600-0587.2012.07348.xopenalex-snapshot
Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
inferredcites →https://doi.org/10.1111/j.1600-0706.2011.19451.xopenalex-snapshot
A new conceptual and methodological framework for exploring and explaining pattern in presence – absence data
inferredcites →https://doi.org/10.1111/j.2041-210x.2010.00016.xopenalex-snapshot
Methods in Ecology and Evolution
inferredcites →https://doi.org/10.1177/0042098016658231openalex-snapshot
The impact of urban regrowth on the built environment
inferredcites →https://doi.org/10.1201/9781420011319openalex-snapshot
Multiple Correspondence Analysis and Related Methods
inferredcites →https://doi.org/10.1890/07-0539.1openalex-snapshot
RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY
inferredcites →https://doi.org/10.2307/1942049openalex-snapshot
Relationships Between NDVI, Canopy Structure, and Photosynthesis in Three Californian Vegetation Types
inferredcites →https://doi.org/10.2307/2986645openalex-snapshot
The Contiguity Ratio and Statistical Mapping
inferredcites →https://doi.org/10.3390/rs10071120openalex-snapshot
Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches
inferredcites →https://doi.org/10.3390/rs8121029openalex-snapshot
Understanding Forest Health with Remote Sensing -Part I—A Review of Spectral Traits, Processes and Remote-Sensing Characteristics
inferredcites →https://doi.org/10.4236/ojs.2011.13024openalex-snapshot
Bias of the Random Forest Out-of-Bag (OOB) Error for Certain Input Parameters

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4131199openalex-extracted
A Methodological Framework to Create an Urban Greenway Network: A Case Study of Curitiba City
inferred← citeshttps://doi.org/10.1002/ece3.10747openalex-snapshot
The dimensionality reductions of environmental variables have a significant effect on the performance of species distribution models
inferred← citeshttps://doi.org/10.1002/ecog.07935openalex-snapshot
The time of acquisition of multispectral predictors matters: the role of seasonality in bird species distribution models
inferred← citeshttps://doi.org/10.1007/978-3-031-82194-3_7openalex-snapshot
Machine Learning Techniques in Hydrogeological Research
inferred← citeshttps://doi.org/10.1007/s10661-022-10858-3openalex-snapshot
Noise pollution prediction and seasonal comparison in urban parks using a coupled GIS- artificial neural network model
inferred← citeshttps://doi.org/10.1007/s10980-020-01039-zopenalex-snapshot
Neighbourhood character affects the spatial extent and magnitude of the functional footprint of urban green infrastructure
inferred← citeshttps://doi.org/10.1007/s11252-022-01265-0openalex-snapshot
Constructing ecological indices for urban environments using species distribution models
inferred← citeshttps://doi.org/10.1007/s11252-025-01829-wopenalex-snapshot
Multi-scale analysis reveals vegetation buffers human disturbance impacts on urban bird functional diversity
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2021.101501openalex-snapshot
A data-integration approach to correct sampling bias in species distribution models using multiple datasets of breeding birds in the Swiss Alps
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2026.103949openalex-snapshot
Automated waterbird detection, classification, and mapping from UAV imagery using a two-stage deep learning pipeline
inferred← citeshttps://doi.org/10.1016/j.ecolind.2024.111832openalex-snapshot
Atlantic salmon habitat-abundance modeling using machine learning methods
inferred← citeshttps://doi.org/10.1016/j.landurbplan.2020.103857openalex-snapshot
Green growth? On the relation between population density, land use and vegetation cover fractions in a city using a 30-years Landsat time series
inferred← citeshttps://doi.org/10.1016/j.ufug.2020.126868openalex-snapshot
Landscape and parental tree availability drive spread of Ailanthus altissima in the urban ecosystem of Poznań, Poland
inferred← citeshttps://doi.org/10.1016/j.ufug.2021.127199openalex-snapshot
Predicting bird species presence in urban areas with NDVI: An assessment within and between cities
inferred← citeshttps://doi.org/10.1016/j.ufug.2023.128050openalex-snapshot
A methodological framework to create an urban greenway network promoting avian connectivity: A case study of Curitiba City
inferred← citeshttps://doi.org/10.1088/1742-6596/1881/2/022055openalex-snapshot
Vehicle Trajectory Prediction Method based on Deep Learning under the background of Internet of Vehicles
inferred← citeshttps://doi.org/10.1111/1365-2664.14118openalex-snapshot
Predicting habitat suitability and connectivity for management and conservation of urban wildlife: A real‐time web application for grassland water voles
inferred← citeshttps://doi.org/10.1515/jisys-2022-0009openalex-snapshot
Writing assistant scoring system for English second language learners based on machine learning
inferred← citeshttps://doi.org/10.3390/ani16121792openalex-snapshot
The Impact of Blue-Green Space Landscape Patterns on Bird Richness in Southwest China
inferred← citeshttps://doi.org/10.3390/d14090706openalex-snapshot
Machine Learning and Its Applications in Studying the Geographical Distribution of Ants
inferred← citeshttps://doi.org/10.3390/d15040486openalex-snapshot
Assessing Effects of Multi-Scale Landscape Pattern and Habitats Attributes on Taxonomic and Functional Diversity of Urban River Birds
inferred← citeshttps://doi.org/10.3390/plants12061376openalex-snapshot
Prediction of the Potential Distribution of the Endangered Species Meconopsis punicea Maxim under Future Climate Change Based on Four Species Distribution Models
inferred← citeshttps://doi.org/10.3390/rs17213605openalex-snapshot
Machine and Deep Learning for Wetland Mapping and Bird-Habitat Monitoring: A Systematic Review of Remote-Sensing Applications (2015–April 2025)
inferred← citeshttps://doi.org/10.3390/w13172327openalex-snapshot
Modelling, Characterizing, and Monitoring Boreal Forest Wetland Bird Habitat with RADARSAT-2 and Landsat-8 Data
inferred← citeshttps://doi.org/10.4018/979-8-3693-1850-8.ch004openalex-snapshot
Reinforcement Learning-Based Earth Observation System
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.