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Balancing transferability and complexity of species distribution models for rare species conservation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/ece3.6488openalex-snapshot
Diet of a rare herbivore based on DNA metabarcoding of feces: Selection, seasonality, and survival
inferredcites →https://doi.org/10.1002/ecs2.2748openalex-snapshot
Predicting species distributions: unifying model selection and scale optimization for multi‐scale occupancy models
inferredcites →https://doi.org/10.1002/ecy.2953openalex-snapshot
Improving spatial predictions of animal resource selection to guide conservation decision making
inferredcites →https://doi.org/10.1002/jwmg.21936openalex-snapshot
Winter Versus Summer Habitat Selection in a Threatened Ground Squirrel
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/s10980-016-0374-xopenalex-snapshot
Multi-scale habitat selection modeling: a review and outlook
inferredcites →https://doi.org/10.1016/b978-0-12-384719-5.00318-xopenalex-snapshot
Species Distribution Modeling
inferredcites →https://doi.org/10.1016/j.ecolmodel.2005.03.026openalex-snapshot
Maximum entropy modeling of species geographic distributions
inferredcites →https://doi.org/10.1016/j.ecolmodel.2008.11.010openalex-snapshot
Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know?
inferredcites →https://doi.org/10.1016/j.ecolmodel.2011.04.011openalex-snapshot
Species-specific tuning increases robustness to sampling bias in models of species distributions: An implementation with Maxent
inferredcites →https://doi.org/10.1016/j.ecolmodel.2013.08.011openalex-snapshot
Estimating optimal complexity for ecological niche models: A jackknife approach for species with small sample sizes
inferredcites →https://doi.org/10.1016/j.tree.2018.08.001openalex-snapshot
Outstanding Challenges in the Transferability of Ecological Models
inferredcites →https://doi.org/10.1017/s0376892997000088openalex-snapshot
A review of methods for the assessment of prediction errors in conservation presence/absence models
inferredcites →https://doi.org/10.1023/a:1021302930424openalex-snapshot
Extended statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. I. Species-level modelling
inferredcites →https://doi.org/10.1080/11956860.2000.11682622openalex-snapshot
Torturing data for the sake of generality: How valid are our regression models?
inferredcites →https://doi.org/10.1093/jmammal/gyab021openalex-snapshot
Hibernation behavior of a federally threatened ground squirrel: climate change and habitat selection implications
inferredcites →https://doi.org/10.1111/1365-2656.12141openalex-snapshot
Selection, use, choice and occupancy: clarifying concepts in resource selection studies
inferredcites →https://doi.org/10.1111/1365-2656.12370openalex-snapshot
Optimal population prediction of sandhill crane recruitment based on climate‐mediated habitat limitations
inferredcites →https://doi.org/10.1111/2041-210x.12261openalex-snapshot
ENM eval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for Maxent ecological niche models
inferredcites →https://doi.org/10.1111/ecog.02881openalex-snapshot
Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
inferredcites →https://doi.org/10.1111/ecog.03049openalex-snapshot
Opening the black box: an open‐source release of Maxent
inferredcites →https://doi.org/10.1111/ele.12189openalex-snapshot
Predicting species distributions for conservation decisions
inferredcites →https://doi.org/10.1111/geb.12268openalex-snapshot
Is my species distribution model fit for purpose? Matching data and models to applications
inferredcites →https://doi.org/10.1111/j.0021-8901.2004.00903.xopenalex-snapshot
New paradigms for modelling species distributions?
inferredcites →https://doi.org/10.1111/j.0906-7590.2008.5203.xopenalex-snapshot
Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
inferredcites →https://doi.org/10.1111/j.1365-2486.2005.01000.xopenalex-snapshot
Validation of species–climate impact models under climate change
inferredcites →https://doi.org/10.1111/j.1365-2699.2006.01466.xopenalex-snapshot
Are niche‐based species distribution models transferable in space?
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.1472-4642.2010.00725.xopenalex-snapshot
A statistical explanation of MaxEnt for ecologists
inferredcites →https://doi.org/10.1111/j.1600-0587.2011.06999.xopenalex-snapshot
Does the interpolation accuracy of species distribution models come at the expense of transferability?
inferredcites →https://doi.org/10.1111/j.2006.0906-7590.04596.xopenalex-snapshot
Novel methods improve prediction of species’ distributions from occurrence data
inferredcites →https://doi.org/10.1111/j.2041-210x.2010.00036.xopenalex-snapshot
The art of modelling range-shifting species
inferredcites →https://doi.org/10.1111/j.2041-210x.2011.00170.xopenalex-snapshot
Assessing transferability of ecological models: an underappreciated aspect of statistical validation
inferredcites →https://doi.org/10.1111/j.2041-210x.2011.00172.xopenalex-snapshot
Selecting pseudo‐absences for species distribution models: how, where and how many?
inferredcites →https://doi.org/10.1111/jbi.12227openalex-snapshot
Making better M axent models of species distributions: complexity, overfitting and evaluation
inferredcites →https://doi.org/10.1111/mec.16096openalex-snapshot
The role of neutral and adaptive genomic variation in population diversification and speciation in two ground squirrel species of conservation concern
inferredcites →https://doi.org/10.1146/annurev.ecolsys.110308.120159openalex-snapshot
Species Distribution Models: Ecological Explanation and Prediction Across Space and Time
inferredcites →https://doi.org/10.1577/1548-8659(2002)131<0329:pmofsd>2.0.co;2openalex-snapshot
Predictive Models of Fish Species Distributions: A Note on Proper Validation and Chance Predictions
inferredcites →https://doi.org/10.1890/0012-9658(2002)083[2816:doapct]2.0.co;2openalex-snapshot
DEMOGRAPHY OF A POPULATION COLLAPSE: THE NORTHERN IDAHO GROUND SQUIRREL (SPERMOPHILUS BRUNNEUS BRUNNEUS)
inferredcites →https://doi.org/10.1890/11-0826.1openalex-snapshot
Cross‐validation of species distribution models: removing spatial sorting bias and calibration with a null model
inferredcites →https://doi.org/10.1890/14-0661.1openalex-snapshot
A guide to Bayesian model selection for ecologists
inferredcites →https://doi.org/10.2307/1382142openalex-snapshot
Taxonomy and Distribution of the Idaho Ground Squirrel, Spermophilus brunneus
inferredcites →https://doi.org/10.23943/princeton/9780691136868.001.0001openalex-snapshot
Ecological Niches and Geographic Distributions (MPB-49)
inferredcites →https://doi.org/10.2980/16-2-3238openalex-snapshot
Habitat selection at multiple scales
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing
inferredcites →https://doi.org/10.5281/zenodo.16556406openalex-snapshot
EFFECTS OF SOIL STRUCTURE ON BURROW CHARACTERISTICS OF FIVE SMALL MAMMAL SPECIES
inferredcites →https://doi.org/10.7717/peerj.3093openalex-snapshot
MaxEnt’s parameter configuration and small samples: are we paying attention to recommendations? A systematic review
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Models based on chronological data correctly predict the spread of freshwater aliens, and reveal a strong influence of river access, anthropogenic activities and climate regimes
inferred← citeshttps://doi.org/10.1002/ece3.11321openalex-snapshot
Development and validation of a GT ‐seq panel for genetic monitoring in a threatened species using minimally invasive sampling
inferred← citeshttps://doi.org/10.1002/ece3.70592openalex-snapshot
Predictive Modeling of Juvenile Smalltooth Sawfish Habitats: Challenges and Opportunities for Conservation
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Distribution Prediction and Adaptability Analysis of Section Camellia Plants (Camellia Genus) in China Based on the MaxEnt Model
inferred← citeshttps://doi.org/10.1002/ece3.72031openalex-snapshot
Modeling Climate Change Impacts on a Socioeconomically Vital Plant: The Case of Comanthera elegans (Goldenfoot Flower)
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Source of Introduction to China and Global Suitable Habitat Prediction for the Invasive Insect Stictocephala bisonia (Hemiptera: Membracidae)
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Weather influences survival probability in two coexisting mammals directly and indirectly via competitive asymmetry
inferred← citeshttps://doi.org/10.1007/s00265-022-03142-4openalex-snapshot
Daily foraging activity of an imperiled ground squirrel: effects of hibernation, thermal environment, body condition, and conspecific density
inferred← citeshttps://doi.org/10.1007/s00704-024-05289-8openalex-snapshot
Mapping the potential distribution and invasion risk of Watermelon mosaic virus using MaxEnt ecological niche modeling
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Improving the spatial transferability of species distribution models to inform biological conservation of two piscivore fish species
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Can highway tunnel constructıon change the habitat selection of roe deer (Capreolus capreolus Linnaeus, 1758)?
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Machine Learning-Based Projections of Medicinal and Industrial Plant Species Distribution: Conservation Insights for a Changing Climate
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Dealing with clustered samples for assessing map accuracy by cross-validation
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Application of the MaxEnt model in improving the accuracy of ecological red line identification: A case study of Zhanjiang, China
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2024.110982openalex-snapshot
Bayesian networks facilitate updating of species distribution and habitat suitability models
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Large-scale distribution models for optimal prediction of Eastern black rail habitat within tidal ecosystems
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Potential distribution of threatened maples in China under climate change: Implications for conservation
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Fine-scale habitat suitability and connectivity analysis for the core populations of Yellow-spotted mountain pond-breeding newt (Neurergus derjugini) in the west of Iran and east of Iraq
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Ensemble modeling to identify high conservation value areas for endemic and elusive large-sized mammals of the Philippines
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Enhancing ecological network establishment with explicit species information and spatially coordinated optimization for supporting urban landscape planning and management
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Common to rare transfer learning (CORAL) enables inference and prediction for a quarter million rare Malagasy arthropods
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Data integration reveals dynamic and systematic patterns of breeding habitat use by a threatened shorebird
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Priority conservation areas and a global population estimate for the Critically Endangered Philippine Eagle derived from modelled range metrics using remote sensing habitat characteristics
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Common to rare transfer learning (CORAL) enables inference and prediction for a quarter million rare Malagasy arthropods
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Priority conservation areas and a global population estimate for the critically endangered Philippine Eagle
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