Cross-scale integration of knowledge for predicting species ranges: a metamodeling framework.

No abstract is available for this paper.

• Publication year

  2016

• Venue

  Global Ecology and Biogeography

• Publication date

  2016-02-01

• Fields of study

  Biology, Medicine, Computer Science, Environmental Science

• Identifiers
  DOI 10.1111/GEB.12395PMID 27499698PMCID PMC4975518
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Bayesian Model Averaging: A Tutorial

  2016cited by this paper
• Anticipating the spatio-temporal response of plant diversity and vegetation structure to climate and land use change in a protected area.

  2014cited by this paper
• The European functional tree of bird life in the face of global change

  2014cited by this paper
• Does probability of occurrence relate to population dynamics?

  2014cited by this paper
• Species interactions constrain geographic range expansion over evolutionary time.

  2013cited by this paper
• Are Species’ Range Limits Simply Niche Limits Writ Large? A Review of Transplant Experiments beyond the Range

  2013cited by this paper
• Climate Change and the Past, Present, and Future of Biotic Interactions

  2013cited by this paper
• Species distribution models contribute to determine the effect of climate and interspecific interactions in moving hybrid zones

  2013cited by this paper
• A road map for integrating eco-evolutionary processes into biodiversity models.

  2013cited by this paper
• Predicting species distributions for conservation decisions

  2013influential reference
• Practical solutions for making models indispensable in conservation decision‐making

  2013cited by this paper
• The problem of pattern and scale in ecology: what have we learned in 20 years?

  2013cited by this paper
• Invasive species distribution models – how violating the equilibrium assumption can create new insights

  2012cited by this paper
• How to understand species’ niches and range dynamics: a demographic research agenda for biogeography

  2012cited by this paper
• Connecting dynamic vegetation models to data – an inverse perspective

  2012cited by this paper
• Accounting for uncertainty in colonisation times: a novel approach to modelling the spatio‐temporal dynamics of alien invasions using distribution data

  2012cited by this paper
• Climate change impacts on tree ranges: model intercomparison facilitates understanding and quantification of uncertainty.

  2012cited by this paper
• Accounting for dispersal and biotic interactions to disentangle the drivers of species distributions and their abundances.

  2012cited by this paper
• Forecasting species ranges by statistical estimation of ecological niches and spatial population dynamics

  2012cited by this paper
• Introducing data-model assimilation to students of ecology.

  2011cited by this paper
• Uncertainty and adaptive management for biodiversity conservation

  2011cited by this paper
• Multimodel inference and adaptive management.

  2011cited by this paper
• Effects of competition on tree radial‐growth vary in importance but not in intensity along climatic gradients

  2011cited by this paper
• Beyond Predictions: Biodiversity Conservation in a Changing Climate

  2011cited by this paper
• Improving assessment and modelling of climate change impacts on global terrestrial biodiversity.

  2011cited by this paper
• Integrating species distribution models and interacting particle systems to predict the spread of an invasive alien plant

  2010cited by this paper
• Predicting potential distributions of invasive species: where to go from here?

  2010influential reference
• Comparing niche- and process-based models to reduce prediction uncertainty in species range shifts under climate change.

  2009cited by this paper
• Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling.

  2009cited by this paper
• Bringing the Hutchinsonian niche into the 21st century: Ecological and evolutionary perspectives

  2009cited by this paper
• Frontiers inEcology and the Environment Management of novel ecosystems : are novel approaches required ?

  2008cited by this paper
• Direct and indirect effects of climate and habitat factors on butterfly diversity.

  2007cited by this paper
• Ensemble forecasting of species distributions.

  2007cited by this paper
• Species distribution models and ecological theory: A critical assessment and some possible new approaches

  2007cited by this paper
• Promising the future? Global change projections of species distributions

  2007cited by this paper
• Model weights and the foundations of multimodel inference.

  2006cited by this paper
• Five (or so) challenges for species distribution modelling

  2006cited by this paper
• A future for models and data in environmental science.

  2006cited by this paper
• Building statistical models to analyze species distributions.

  2006cited by this paper
• Predicting species distribution: offering more than simple habitat models.

  2005influential reference
• Bayesian calibration of process-based forest models: bridging the gap between models and data.

  2005cited by this paper
• Cross-scale interactions, nonlinearities, and forecasting catastrophic events.

  2004cited by this paper
• Beta Regression for Modelling Rates and Proportions

  2004cited by this paper
• Predicting Species Occurrences: Issues of Accuracy and Scale

  2003cited by this paper
• A Monte Carlo experiment for species mapping problems

  2002cited by this paper
• Phenology is a major determinant of tree species range

  2001cited by this paper
• Predictive habitat distribution models in ecology

  2000cited by this paper
• Ecosystems and the Biosphere as Complex Adaptive Systems

  1998cited by this paper
• From Balance of Nature to Hierarchical Patch Dynamics: A Paradigm Shift in Ecology

  1995cited by this paper
• Measuring the accuracy of diagnostic systems.

  1988influential reference
• Atlas of United States Trees. Volume 1. Conifers and Important Hardwoods

  1972cited by this paper
• Atlas of United States trees.

  1971cited by this paper

• Hybrid Projections Improve Prediction of Distributional Shifts of Invasive and Native Seaweeds Under Climate Change

  2026cites this paper
• Spatially nested species distribution models (N‐SDM): An effective tool to overcome niche truncation for more robust inference and projections

  2025cites this paper
• Mapping the climate niches of forest insects and diseases in Canada under current and future climate

  2025cites this paper
• Trophic Interactions Are Key to Understanding the Effects of Global Change on the Distribution and Functional Role of the Brown Bear

  2025cites this paper
• Combining observational and experimental data to estimate environmental and species drivers of fungal metacommunity dynamics

  2025cites this paper
• Spatial Partitioning Among Three Sympatric Ungulates in the Tibetan Plateau: Identifying Critical Variables.

  2025cites this paper
• Thermal performance of early stages of Sparus aurata integrating body condition, behavior and physiological responses

  2025cites this paper
• Incorporating physiological knowledge into correlative species distribution models minimizes bias introduced by the choice of calibration area

  2024cites this paper
• Stepwise Multidimensional Climate Envelop Modeling of Pitch Pine (Pinus rigida)

  2024cites this paper
• Underprediction of extirpation and colonisation following climate and land‐use change using species distribution models

  2024cites this paper
• Spatial ecology of moose in Sweden: Combined Sr-O-C isotope analyses of bone and antler

  2024cites this paper
• Estimating a physiological threshold to oxygen and temperature from marine monitoring data reveals challenges and opportunities for forecasting distribution shifts

  2024cites this paper
• Realised Thermal Niches in Marine Ectotherms Are Shaped by Ontogeny and Trophic Interactions

  2024cites this paper
• Mapping the potential for global offshore finfish mariculture

  2024cites this paper
• Paying colonization credit with forest management could accelerate the range shift of temperate trees under climate change

  2024cites this paper
• The use of thermal performance analysis to improve conservation management: the case of the invasive Red Sea swimming blue crab Portunus segnis

  2024cites this paper
• Incorporating physiology into species distribution models Incorporating physiology into species distribution models moderates the projected impact of warming on Mediterranean moderates the projected impact of warming on Mediterranean marine species marine species

  2023cites this paper
• Integrated species distribution models to account for sampling biases and improve range‐wide occurrence predictions

  2023cites this paper
• Potential sources of time lags in calibrating species distribution models

  2023cites this paper
• The integration of hierarchical levels of scale in tree species distribution models of silver fir (Abies alba Mill.) and European beech (Fagus sylvatica L.) in mountain forests

  2023cites this paper
• Navigating the integration of biotic interactions in biogeography

  2023cites this paper
• Uniting Experiments and Big Data to advance ecology and conservation.

  2023cites this paper
• An integrated species distribution modelling framework for heterogeneous biodiversity data

  2023cites this paper
• Climate change shrinks environmental suitability for a viviparous Neotropical skink

  2023cites this paper
• Integrating plant physiology into simulation of fire behavior and effects

  2023cites this paper
• Assessing warming impacts on marine fishes by integrating physiology‐guided distribution projections, life‐history changes and food web dynamics

  2022influential citation
• Incorporating thermal niche to benefit understanding climate‐induced biological variability in small pelagic fishes in the Kuroshio ecosystem

  2022cites this paper
• Migration‐based simulations for Canadian trees show limited tracking of suitable climate under climate change

  2022cites this paper
• Classic or hybrid? The performance of next generation ecological models to study the response of Southern Ocean species to changing environmental conditions

  2022cites this paper
• Forecasting the future of life in Antarctica.

  2022cites this paper
• The invasive blue crab Callinectes sapidus thermal response: Predicting metabolic suitability maps under future warming Mediterranean scenarios

  2022cites this paper
• Shaping the niche of Taxus baccata, a modelling exercise using biologically meaningful information

  2021cites this paper
• Understanding and Modeling Forest Disturbance Interactions at the Landscape Level

  2021cites this paper
• Data-Driven Analysis of Forest–Climate Interactions in the Conterminous United States

  2021cites this paper
• Species distribution modelling of the Southern Ocean benthos: a review on methods, cautions and solutions

  2021cites this paper
• Integrating functional traits into correlative species distribution models to investigate the vulnerability of marine human activities to climate change.

  2021cites this paper
• Species Distribution Modeling for Machine Learning Practitioners: A Review

  2021cites this paper
• The use of insect life tables in optimizing invasive pest distributional models

  2021cites this paper
• Incorporating physiology into species distribution models Incorporating physiology into species distribution models moderates the projected impact of warming on Mediterranean moderates the projected impact of warming on Mediterranean marine species. marine species.

  2021cites this paper
• Warming Threatens to Propel the Expansion of the Exotic Seagrass Halophila stipulacea

  2021cites this paper
• A data-integration approach to correct sampling bias in species distribution models using multiple datasets of breeding birds in the Swiss Alps

  2021cites this paper
• Telomeres in a spatial context: a tool for understanding ageing pattern variation in wild populations

  2021cites this paper
• Evaluating Model Fit and Selecting among Multiple Models

  2020cites this paper
• Latitudinal limit not a cold limit: Cold temperatures do not constrain an endangered tree species at its northern edge

  2020cites this paper
• Incorporating physiology into species distribution models moderates the projected impact of warming on selected Mediterranean marine species

  2020cites this paper
• Modelling Forest Ecosystems: a crossroad between scales, techniques and applications

  2020cites this paper
• The Tropical Seagrass Halophila stipulacea: Reviewing What We Know From Its Native and Invasive Habitats, Alongside Identifying Knowledge Gaps

  2020cites this paper
• Joint Species Distribution Modelling: With Applications in R

  2020cites this paper
• Transferability of ALS-Derived Forest Resource Inventory Attributes Between an Eastern and Western Canadian Boreal Forest Mixedwood Site

  2020cites this paper
• Ecological Dynamics: Integrating Empirical, Statistical, and Analytical Methods.

  2020cites this paper
• Dendroclimatology of sugar maple (Acer saccharum): Climate-growth response in a late-successional species

  2020cites this paper
• An Overview of the Structure and Use of HMSC

  2020cites this paper
• Historical Development of Community Ecology

  2020cites this paper
• Building a Joint Species Distribution Model Step by Step

  2020cites this paper
• Single-Species Distribution Modelling

  2020cites this paper
• Introduction to Community Ecology

  2020cites this paper
• Illustration of HMSC Analyses

  2020cites this paper
• Typical Data Collected by Community Ecologists

  2020cites this paper
• Linking HMSC Back to Community Assembly Processes

  2020cites this paper
• Bayesian Inference in HMSC

  2020cites this paper
• Conclusions and Future Directions

  2020cites this paper
• Typical Statistical Methods Applied by Community Ecologists

  2020cites this paper
• Joint Species Distribution Modelling

  2020cites this paper
• Epilogue

  2020cites this paper
• Preface

  2020cites this paper
• Index

  2020cites this paper
• References

  2020cites this paper
• Integration of physiological knowledge into hybrid species distribution modelling to improve forecast of distributional shifts of tropical corals

  2019cites this paper
• A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

  2019cites this paper
• Inference of biogeographic history by formally integrating distinct lines of evidence: genetic, environmental niche and fossil

  2019cites this paper
• Improving species distribution models for invasive non‐native species with biologically informed pseudo‐absence selection

  2019cites this paper
• Multi‐scale integration of tree recruitment and range dynamics in a changing climate

  2019cites this paper
• Adaptive marine conservation planning in the face of climate change: What can we learn from physiological, ecological and genetic studies?

  2019influential citation
• What's hot in conservation biogeography in a changing climate? Going beyond species range dynamics

  2019cites this paper
• Dating past colonization events to project future species distributions

  2019cites this paper
• Projected 21st‐century distribution of canopy‐forming seaweeds in the Northwest Atlantic with climate change

  2019cites this paper
• Adaptive marine conservation planning in the face of climate change : What can we learn from 1 physiological , genetic and ecological studies ? 2 3

  2019cites this paper
• A practical guide for combining data to model species distributions.

  2019cites this paper
• Integrating intraseasonal grassland dynamics in cross‐scale distribution modeling to support waterbird recovery plans

  2019cites this paper
• Looking for an optimal hierarchical approach for ecologically meaningful niche modelling

  2019cites this paper
• Niche models do not predict experimental demography but both suggest dispersal limitation across the northern range limit of the scarlet monkeyflower (Erythranthe cardinalis)

  2019cites this paper
• Constructing a hybrid species distribution model from standard large-scale distribution data

  2018cites this paper
• Tree vulnerability to climate change: improving exposure‐based assessments using traits as indicators of sensitivity

  2018cites this paper
• Linking DNA Metabarcoding and Text Mining to Create Network-Based Biomonitoring Tools: A Case Study on Boreal Wetland Macroinvertebrate Communities

  2018cites this paper
• What Have We Learned? Looking Back and Pressing Forward

  2018cites this paper
• Resilience of long-lived mediterranean gorgonians in a changing world: insights from life history theory and quantitative ecology

  2018cites this paper
• Uncertainty, errors and virtual ecology: using artificial data to improve species distribution models

  2018cites this paper
• Climate change vulnerability assessment of species

  2018cites this paper
• The use of scenarios and models to evaluate the future of nature values and ecosystem services in Mediterranean forests

  2018cites this paper
• Introduction to Spatial Ecology and Its Relevance for Conservation

  2018cites this paper
• Adapting systematic conservation planning for climate change

  2017cites this paper
• Biodiversity Models: What If Unsaturation Is the Rule?

  2017cites this paper
• Conservation science for marine megafauna in Europe: Historical perspectives and future directions

  2017cites this paper
• Diversity and suitability of existing methods and metrics for quantifying species range shifts

  2017cites this paper
• The need for large‐scale distribution data to estimate regional changes in species richness under future climate change

  2017cites this paper
• Extinction debt and colonization credit delay range shifts of eastern North American trees

  2017cites this paper
• Structural uncertainty in models projecting the consequences of habitat loss and fragmentation on biodiversity

  2017cites this paper
• Taking a Modelling Perspective on an Old Debate : Are Communities Saturated ?

  2017cites this paper
• Towards Process-based Range Modeling of Many Species.

  2016cites this paper
• Dominant forest tree species are potentially vulnerable to climate change over large portions of their range even at high latitudes

  2016cites this paper