Novel methods improve prediction of species' distributions from occurrence data

No abstract is available for this paper.

• Publication year

  2006

• Venue

  Ecography

• Publication date

  2006-04-01

• Fields of study

  Biology, Computer Science, Environmental Science

• Identifiers
  DOI 10.1111/J.2006.0906-7590.04596.X
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Maximum entropy modeling of species geographic distributions

  2006cited by this paper
• Explaining Species Distribution Patterns through Hierarchical Modeling

  2006cited by this paper
• Modeling species-habitat relationships with spatially autocorrelated observation data.

  2006cited by this paper
• Evaluation methods

  2006cited by this paper
• Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees

  2006cited by this paper
• Habitat history improves prediction of biodiversity in rainforest fauna.

  2006cited by this paper
• Error and uncertainty in habitat models

  2006cited by this paper
• Modelling distribution and abundance with presence‐only data

  2006cited by this paper
• Using multivariate adaptive regression splines to predict the distributions of New Zealand ’ s freshwater diadromous fish

  2005cited by this paper
• Validation of species–climate impact models under climate change

  2005cited by this paper
• MANAGING LANDSCAPES FOR CONSERVATION UNDER UNCERTAINTY

  2005influential reference
• Climate change threats to plant diversity in Europe.

  2005cited by this paper
• KANSAS GAP ANALYSIS: THE IMPORTANCE OF VALIDATING DISTRIBUTIONAL MODELS BEFORE USING THEM

  2005cited by this paper
• RESEARCH AND MANAGEMENT VIEWPOINT: DATABASES AND SCIENCE-BASED MANAGEMENT IN THE CONTEXT OF WILDLIFE AND HABITAT: TOWARD A CERTIFIED ISO STANDARD FOR OBJECTIVE DECISION-MAKING FOR THE GLOBAL COMMUNITY BY USING THE INTERNET

  2005cited by this paper
• Prioritizing multiple-use landscapes for conservation: methods for large multi-species planning problems

  2005cited by this paper
• Published online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/joc.1276 VERY HIGH RESOLUTION INTERPOLATED CLIMATE SURFACES FOR GLOBAL LAND AREAS

  2005cited by this paper
• Predicting species distribution: offering more than simple habitat models.

  2005cited by this paper
• INTERPRETATION OF MODELS OF FUNDAMENTAL ECOLOGICAL NICHES AND SPECIES' DISTRIBUTIONAL AREAS

  2005cited by this paper
• Profiting from prior information in Bayesian analyses of ecological data

  2005cited by this paper
• Uncertainty of bioclimate envelope models based on the geographical distribution of species

  2005cited by this paper
• FACTORS AFFECTING SPECIES DISTRIBUTION PREDICTIONS: A SIMULATION MODELING EXPERIMENT

  2005cited by this paper
• Selecting thresholds of occurrence in the prediction of species distributions

  2005cited by this paper
• BARRIERS TO SYMPATRY BETWEEN AVIAN SIBLING SPECIES (PARIDAE: BAEOLOPHUS) IN LOCAL SECONDARY CONTACT1

  2004cited by this paper
• USE AND INTERPRETATION OF LOGISTIC REGRESSION IN HABITAT-SELECTION STUDIES

  2004influential reference
• Potential impact of climatic change on the distribution of forest herbs in Europe

  2004cited by this paper
• Reconstructing the Pleistocene geography of the Aphelocoma jays (Corvidae)

  2004cited by this paper
• RELATING PLANT TRAITS AND SPECIES DISTRIBUTIONS ALONG BIOCLIMATIC GRADIENTS FOR 88 LEUCADENDRON TAXA

  2004cited by this paper
• Patterns and uncertainties of species' range shifts under climate change

  2004cited by this paper
• New paradigms for modelling species distributions

  2004cited by this paper
• INTEGRATING PHYLOGENETICS AND ENVIRONMENTAL NICHE MODELS TO EXPLORE SPECIATION MECHANISMS IN DENDROBATID FROGS

  2004cited by this paper
• Presence-absence versus presence-only modelling methods for predicting bird habitat suitability

  2004cited by this paper
• An evaluation of methods for modelling species distributions

  2004cited by this paper
• Extinction risk from climate change

  2004cited by this paper
• A maximum entropy approach to species distribution modeling

  2004influential reference
• A comprehensive framework for global patterns in biodiversity

  2004cited by this paper
• EFFECT OF ROADSIDE BIAS ON THE ACCURACY OF PREDICTIVE MAPS PRODUCED BY BIOCLIMATIC MODELS

  2004cited by this paper
• Would climate change drive species out of reserves ? An assessment of existing reserve-selection methods

  2004cited by this paper
• Comparison of statistical methods commonly used in predictive modelling

  2004cited by this paper
• Effects of Artisanal Fishing on Caribbean Coral Reefs

  2004cited by this paper
• New developments in museum-based informatics and applications in biodiversity analysis.

  2004cited by this paper
• Potential distribution of the invasive old world climbing fern, Lygodium microphyllum in North and South America.

  2004cited by this paper
• A Successful Predictive Model of Species Richness Based on Indicator Species

  2004cited by this paper
• Predicting distributions of known and unknown reptile species in Madagascar

  2003cited by this paper
• Predicting reptile distributions at the mesoscale: relation to climate and topography

  2003cited by this paper
• Remote sensing for biodiversity science and conservation

  2003cited by this paper
• Model selection and multimodel inference : a practical information-theoretic approach

  2003cited by this paper
• Avoiding Pitfalls of Using Species Distribution Models in Conservation Planning

  2003cited by this paper
• Models in Ecosystem Science

  2003cited by this paper
• WinBUGS user manual version 1.4

  2003cited by this paper
• A SYSTEMATIC ANALYSIS OF FACTORS AFFECTING THE PERFORMANCE OF CLIMATIC ENVELOPE MODELS

  2003cited by this paper
• Predicting Species Occurrences: Issues of Accuracy and Scale

  2003cited by this paper
• Predicting the Geography of Species’ Invasions via Ecological Niche Modeling

  2003influential reference
• Real vs. artefactual absences in species distributions: tests for Oryzomys albigularis (Rodentia: Muridae) in Venezuela

  2003cited by this paper
• Using niche-based GIS modeling to test geographic predictions of competitive exclusion and competitive release in South American pocket mice

  2002cited by this paper
• Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns

  2002influential reference
• Regional vegetation mapping in Australia: a case study in the practical use of statistical modelling

  2002cited by this paper
• ECOLOGICAL-NICHE FACTOR ANALYSIS: HOW TO COMPUTE HABITAT-SUITABILITY MAPS WITHOUT ABSENCE DATA?

  2002cited by this paper
• Systematic data in biodiversity studies: use it or lose it.

  2002influential reference
• Effects of sample size on accuracy of species distribution models

  2002cited by this paper
• Which is the optimal sampling strategy for habitat suitability modelling

  2002cited by this paper
• Bayesian measures of model complexity and fit

  2002cited by this paper
• Reconciling paleodistribution models and comparative phylogeography in the Wet Tropics rainforest land snail Gnarosophia bellendenkerensis (Brazier 1875)

  2002cited by this paper
• Extended statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. II. Community-level modelling

  2002influential reference
• Spatial prediction of species distribution: an interface between ecological theory and statistical modelling

  2002influential reference
• Intra-generic competition among Nothofagus in New Zealand's primary indigenous forests

  2002cited by this paper
• Mapping spatial pattern in biodiversity for regional conservation planning: where to from here?

  2002cited by this paper
• Comparing five modelling techniques for predicting forest characteristics

  2002cited by this paper
• Assessing effects of forecasted climate change on the diversity and distribution of European higher plants for 2050

  2002cited by this paper
• Developing landscape frameworks for regional conservation planning; an approach integrating fauna spatial distributions and ecological principles

  2002cited by this paper
• Predicting Species Occurrences: Issues of Accuracy and Scale

  2002cited by this paper
• Evaluating resource selection functions

  2002cited by this paper
• Predictions and their validation: Rare plants in the Central Highlands, Victoria, Australia

  2002cited by this paper
• An evaluation of the predictive performance of distributional models for flora and fauna in north-east New South Wales.

  2001cited by this paper
• Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis

  2001cited by this paper
• INFERRING PROCESS FROM PATTERN: CAN TERRITORY OCCUPANCY PROVIDE INFORMATION ABOUT LIFE HISTORY PARAMETERS?

  2001cited by this paper
• The Elements of Statistical Learning: Data Mining, Inference, and Prediction

  2001influential reference
• COMPETITIVE INTERACTIONS BETWEEN TREE SPECIES IN NEW ZEALAND'S OLD‐GROWTH INDIGENOUS FORESTS

  2001cited by this paper
• Model Selection and Inference: A Practical Information-Theoretic Approach

  2001cited by this paper
• Selecting areas for species persistence using occurrence data

  2000cited by this paper
• Assessing the Geographic Representativeness of Genebank Collections: the Case of Bolivian Wild Potatoes

  2000cited by this paper
• Special Invited Paper-Additive logistic regression: A statistical view of boosting

  2000cited by this paper
• The use of specimen-label databases for conservation purposes: an example using Mexican Papilionid and Pierid butterflies

  2000cited by this paper
• Evaluating the predictive performance of habitat models developed using logistic regression

  2000cited by this paper
• Predictive habitat distribution models in ecology

  2000cited by this paper
• Does vegetation suit our models? : data and model assumptions and the assessment of species distribution in space

  2000cited by this paper
• Summarizing the predictive power of a generalized linear model.

  2000cited by this paper
• Model selection and inference : a practical information-theoretic approach

  2000cited by this paper
• An evaluation of alternative algorithms for fitting species distribution models using logistic regression

  2000cited by this paper
• The State of Boosting ∗

  1999cited by this paper
• The GARP modelling system: problems and solutions to automated spatial prediction

  1999cited by this paper
• Models of large‐scale breeding‐bird distribution as a function of macro‐climate in Ontario, Canada

  1999cited by this paper
• Predicting the potential distribution of plant species in an alpine environment

  1998cited by this paper
• A review of methods for the assessment of prediction errors in conservation presence/absence models

  1997influential reference
• Generating surfaces of daily meteorological variables over large regions of complex terrain

  1997cited by this paper
• Species Diversity in Space and Time.

  1996cited by this paper
• Regression Shrinkage and Selection via the Lasso

  1996cited by this paper
• Similarity Metric Learning for a Variable-Kernel Classifier

  1995influential reference
• Identifying Conservation Priorities in Mexico Through Geographic Information Systems and Modeling

  1995cited by this paper
• Determining species response functions to an environmental gradient by means of a β‐function

  1994cited by this paper
• Patch-occupancy dynamics in fragmented landscapes.

  1994cited by this paper

• “Improving Spatial Land-Use and Land-Cover Change Simulations with Machine Learning: A Python Adaptation of the CLUMondo Model”

  2026cites this paper
• Ensemble modeling of Pinus cembroides Zucc. distribution under future CMIP6 climate scenarios in northern Mexico

  2026cites this paper
• Mô hình phân bố loài trong bối cảnh biến đổi khí hậu: tiến bộ, hạn chế và triển vọng ứng dụng trong công tác bảo tồn đa dạng sinh học

  2026cites this paper
• Pinus roxburghii Sarg. expansion drives genetic erosion and ecological collapse of keystone Quercus oblongata D. Don forests in the Western Himalaya

  2026influential citation
• Changes in Potentially Suitable Habitats and Priority Conservation Zones of Prunus sibirica L. in China Under Climate Change

  2026cites this paper
• Climate change impact on the geographic distribution of important tachinid parasitoids in Morocco: a species distribution modelling study

  2026cites this paper
• Seeing the Canopies for the Forest: Habitat Utilization Mapping Using Habitat Structure and Composition

  2026cites this paper
• Potential Geographic Distribution of Handroanthus serratifolius in Tropical America

  2026cites this paper
• Global risk mapping of highly pathogenic avian influenza H5N1 and H5Nx in the light of epidemic episodes occurring from 2020 onwards

  2026influential citation
• Predicting establishment risk of the Korean perch Coreoperca herzi in Japan using species distribution modelling: Insights for invasive fish management

  2026cites this paper
• Modeling the potential distribution of Wesselsbron, Sindbis, and Middelburg viruses and their vectors in Africa under future climatic and land-use changes.

  2026cites this paper
• Amur tiger urine enhances the foraging behavior of three major small-bodied mesopredator species in northeastern China

  2026cites this paper
• Underwater noise as a potential contributing factor to the barrier effect of straits on cetacean movement: A case study of the Qiongzhou Strait

  2026cites this paper
• Ecological Niche Differences Underlie the Assembly of Endemic Birds in Acrobiont Forests of Northern Mesoamerica

  2026cites this paper
• Land suitability mapping for Dalbergia sissoo cultivation in Khuzestan province using MaxEnt modeling

  2026cites this paper
• From Discharge to Data: Explainable Machine Learning Accelerates Green Nitrogen Fixation

  2026cites this paper
• Predicting the current and future potential distribution of Commiphora Africana in Ethiopia under climate change using MaxEnt. model

  2026influential citation
• Prediction of Potential Distribution of Populus tremula Forests in China Based on the MaxEnt Model

  2026cites this paper
• Beetle communities in agricultural landscapes: relative influences of climate, landscape, plant communities and agricultural practices

  2026cites this paper
• Spatiotemporal Dynamics and Distribution Patterns of Economic Forest Resources in Xinjiang, China, Based on Multi-Source Remote Sensing

  2026cites this paper
• Spatial modelling of coral reefs habitat under climate scenario in coral triangle area of East Java

  2026cites this paper
• Projecting the Potential Shift of Larix principis-rupprechtii in Response to Future Climate Change: A Regional Analysis of the Haihe Basin in Northern China

  2026cites this paper
• UAV-derived absence data improve species distribution model performance for the plateau pika

  2026cites this paper
• A city-based framework identifies wild Hedychium species suitable for near-nature urban landscaping in China.

  2026cites this paper
• From Plains to Mountains: Results of Current and Future Climatic Suitability Analysis for Crocus sativus L. Cultivation in Italy

  2026cites this paper
• Biogeography and habitat suitability of the Nilgiri Wood Pigeon (Columba elphinstonii) using MaxEnt

  2026cites this paper
• Biodiversity science and policy need more model intercomparisons

  2026cites this paper
• Predicting the potential distribution of three medicinal Gentiana species in China under climate change scenarios with the MaxEnt model

  2026cites this paper
• Spatial Patterns and Diversity of the Genus Agave in the Southern Iberian Peninsula: The Role of Anthropogenic Drivers in the Expansion of Agave americana

  2026cites this paper
• Development of Financial Institutions and the Macroeconomy: A Review of the Role of Governance and Institutional Quality

  2026cites this paper
• Applications of ecological niche and species distribution models in agricultural, livestock, and forestry systems: A comprehensive review

  2026cites this paper
• A Simplified Model to Predict Critical Shear Stress in Plastic Soils for Bridge Scour

  2026cites this paper
• Two decades of species distribution modeling: A systematic review of methods and applications

  2026cites this paper
• Spatio-temporal dynamics in Bhitarkanika mangroves amid climate change showcasing the resilience and vulnerability due to cyclonic events

  2026cites this paper
• Predicting the potential distribution of suitable habitats for Syncerus caffer under varying climate dynamics in the Laikipia-Samburu ecosystem in Kenya

  2026cites this paper
• Exploring Habitat Preferences, Suitability, and Illegal Trade Routes of Indian Pangolins in Western Pakistan: Implications for Conservation

  2026cites this paper
• Global Warming Drives the Adaptive Distribution and Landscape Fragmentation of Neosinocalamus affinis Forests in China

  2026cites this paper
• Geospatial analysis of human-elephant conflict zones in the Jeli District: implications for mitigation and land-use planning

  2026cites this paper
• Climate-driven distribution shifts of Japanese flying squid (Todarodes pacificus) and its implication for fisheries

  2026cites this paper
• Divergent Effects of Climate Change on the Potential Habitats of Two Medicinally Important Aconitum Species in the Hindu Kush Himalaya

  2026cites this paper
• Flexible methods for species distribution modeling with small samples

  2026cites this paper
• Habitat suitability model for predicting the occurrence of scleractinian cold-water corals in the Gulf of Naples (Tyrrhenian Sea): A tool for restoration planning and governance of deep-sea ecosystems.

  2026cites this paper
• Prediction of suitable distribution areas for Alismatis Rhizoma based on the MaxEnt model and study on quality-environment correlation

  2026cites this paper
• Forecasting climate-driven distribution shifts of small cetaceans in the North Atlantic Ocean using species distribution models

  2026cites this paper
• Climate-driven habitat shifts of Abies fargesii var. faxoniana using the MaxEnt model

  2026cites this paper
• Projecting future climate change impacts on the spatial distribution of a large squid in the Eastern Pacific Ocean.

  2026cites this paper
• Ecological niche modeling of Aedes aegypti under climate change in Benin

  2026cites this paper
• Changing Movements in a Changing World: Modelling Early Pleistocene and Early Middle Pleistocene Climatic and Ecological Environments and Influences on Hominin Dispersal in Eurasia

  2026cites this paper
• Historical baselines reveal suitable conservation landscapes for Javan and Sumatran rhinoceros.

  2026cites this paper
• Predicting climate-induced habitat shifts of Salix matsudana in China: Implications for Cd phytoremediation and conservation.

  2026cites this paper
• Convolutional neural networks outperform other presence-only species distribution modeling algorithms.

  2026cites this paper
• Predicting silky shark distribution in the eastern tropical Atlantic Ocean using fisheries dependent data

  2026cites this paper
• Impacts of the Late Ordovician Richmondian Invasion in the Nashville Dome: Analysis of niche stability using ecological niche modeling

  2026cites this paper
• Future protective forests: a regional forecast on potential natural conditions of woody species impacted by climate change along the Austrian railway corridor

  2026cites this paper
• Modeling Habitat Suitability for Calligonum Species Using Remote Sensing and Environmental Data to Support Desert Reclamation in Central Iran

  2026cites this paper
• Impact of climate change on protected area effectiveness in the middle and lower Yangtze River Basin: Implications for adaptive management.

  2026cites this paper
• Projected impacts of climate change on the spatial distribution and habitat preference of tropical tuna in the Pacific Ocean.

  2026cites this paper
• Bat Migration Intensifies Cave Fish Richness Loss Under Climate Change in China

  2026cites this paper
• Integrating Morphological, Molecular, and Climatic Evidence to Distinguish Two Cryptic Rice Leaf Folder Species and Assess Their Potential Distributions

  2026influential citation
• Distribution and Potential Dispersal Corridors of Two Onychodactylus Species in the Republic of Korea

  2026cites this paper
• Advanced niche models for British Columbia ecosystems reveal North American climate analogues and novel futures.

  2026cites this paper
• Assessment of multiple outcomes of habitat models can significantly affect conservation decisions for threatened species

  2026cites this paper
• Finding a needle in a heath stack: A strategy to optimize the detection of a rare marsupial on the brink of local extinction

  2026cites this paper
• Identifying hotspots and drivers of wildlife-vehicle collision risk using citizen science data: a case study focused on the European badger Meles meles

  2026cites this paper
• Rethinking road mitigation priorities through detection-informed interpretation of roadkill data and road crossability

  2026cites this paper
• Spatial distribution and habitat suitability of Ageratina adenophora in Himachal Pradesh: A MaxEnt-based approach

  2026cites this paper
• Modelling the Ecological Niche of the Five Predominant Mega-Trees Species and Their Implications for the Management of the Azagny National Park in the Southern Côte d’Ivoire

  2026cites this paper
• Future redistribution of Hovenia acerba Lindl. in China under climate change

  2026cites this paper
• Predicting environmental suitability and future spread range of An. stephensi in the Greater Horn of Africa using remote sensing and ensemble modeling

  2026cites this paper
• Machine learning and species distribution models for crops: A review

  2026cites this paper
• Using Species Distribution Modeling to Guide Surveys for a Rare Plant (Cymopterus sessiliflorus): Climate and Landscape Variables Predict Potential Distribution

  2026cites this paper
• The persistent threat of Niphades castanea to China’s chestnut across three major river basins

  2026cites this paper
• Logbook fish yield data improving species distribution model forecasting for purse seine fishery in the Western and Central Pacific Ocean

  2026cites this paper
• Spatio-temporal variation in habitat suitability of Southern giraffe (Giraffa giraffa) under long-term environmental change in Hwange National Park, Zimbabwe

  2026cites this paper
• Climate Change and Biotic Interactions Will Change the Distributions of Ungulates on the Qinghai–Tibet Plateau

  2026cites this paper
• Predicting Phloeosinus cupressi (Coleoptera: Curculionidae: Phloeosinus) Distribution for Management Planning Under Climate Change

  2026cites this paper
• Differential climate change impacts on spatial distribution of two bartail flathead stocks in the yellow and bohai seas: a MaxEnt model-based prediction

  2025cites this paper
• Habitat Occupancy of Brown Hyaenas and Civets in a Multi‐Predator, Semi‐Arid Savanna Landscape

  2025cites this paper
• Habitat suitability modelling of a critically endangered plant species -Commiphora wightii (Arn.) Bhandari: comparative assessment using various machine learning algorithms

  2025cites this paper
• Spatial Random Effects Improve the Predictions of Multispecies Distribution in a Marine Fish Assemblage

  2025cites this paper
• Modelling the abundance of key aquatic species in a tropical Indian estuary using biotic and abiotic predictors

  2025cites this paper
• Human activities affect the future suitability of alien urban landscape species in China under climate change.

  2025cites this paper
• Performance of alternative methods for generating species distribution models for invasive species in the Laurentian Great Lakes

  2025cites this paper
• Evaluating Three Modelling Frameworks for Assessing Changes in Fin Whale Distribution in the Mediterranean Sea

  2025influential citation
• Forecasting deforestation and carbon loss across New Guinea using machine learning and cellular automata.

  2025cites this paper
• A multi-scale environmental niche model for the Endangered dhole Cuon alpinus

  2025cites this paper
• The global invasion risk of rice yellow stem borer Scirpophaga incertulas Walker (Lepidoptera:Crambidae) under current and future climate scenarios

  2025cites this paper
• Advancing sustainable development goal 8 Targets: The role of institutional Quality, economic Complexity, and state fragility in G20 nations (2000–2023)

  2025cites this paper
• Impacts of Climate Change on the Potential Suitable Ecological Niches of the Endemic and Endangered Conifer Pinus bungeana in China

  2025cites this paper
• Effects of climate change on agroforestry species: Niche evolution and habitat shifts in Parkia biglobosa (Jacq.) and Vitellaria paradoxa CF Gaertn in Benin, West Africa

  2025cites this paper
• Mapping suitable habitat and Anthropocene refugia for Ethiopian Guerezas: insights for their conservation

  2025cites this paper
• Developing spatially explicit critical loads for herbaceous species across the United States using convex hulls.

  2025cites this paper
• Relating Habitat Suitability and Survival Rates in a Phylogenetic Framework

  2025influential citation
• MaxEnt-Based Distribution Modeling of the Invasive Species Phragmites australis Under Climate Change Conditions in Iraq

  2025cites this paper
• Identification of Goldenseal (Hydrastis canadensis L.) Habitat and Indicators in Pennsylvania, USA: The Influence of Climate and Site on In Situ Conservation of an Edge of Range Plant Species

  2025cites this paper
• Modelling the Suitable Habitat of Gonimbrasia belina, a Communally Exploited Edible Insect, in Southern African Mopane (Colophospermum mopane) Savannah

  2025cites this paper
• An integrative analysis of population genetics and species distribution modeling of Gymnema sylvestre in India

  2025cites this paper
• Comparison of AES over DES for a secured file transaction in cloud with improved retrieval time

  2025cites this paper
• Freshwater gastropod (Mollusca: Gastropoda) assemblages, habitat, and the first detection of an invasive gastropod species in two large, dreissenid-influenced, connecting rivers

  2025cites this paper
• Climate-driven shifts in suitable areas of Alternaria leaf blotch (Alternaria mali Roberts) on apples: Projections and uncertainty analysis in China

  2025cites this paper