4.6 Article

Accounting for niche truncation to improve spatial and temporal predictions of species distributions

Related references

Note: Only part of the references are listed.
Review Biodiversity Conservation

Spatially explicit models for decision-making in animal conservation and restoration

Damaris Zurell et al.

Summary: The study found a bias towards static models, species and population levels, and conservation applications in ecological modeling. Correlative niche models were the most commonly used model type. There is a lack of research on dynamic models, individual-to-gene level, community-to-ecosystem level, and explicit cost optimization approaches.

ECOGRAPHY (2022)

Editorial Material Ecology

Editorial: Predicting and Managing Climate-Driven Range Shifts in Plants

Emily V. Moran et al.

FRONTIERS IN ECOLOGY AND EVOLUTION (2022)

Article Biodiversity Conservation

Assessing the reliability of species distribution projections in climate change research

Luca Santini et al.

Summary: The study assessed the reliability of species distribution models in predicting future species distribution changes, finding that most studies relied on single models and small samples, while spatially independent sample validation provided more accurate results.

DIVERSITY AND DISTRIBUTIONS (2021)

Article Multidisciplinary Sciences

Data integration enables global biodiversity synthesis

J. Mason Heberling et al.

Summary: The study found a significant increase in the number of publications using data mediated by the Global Biodiversity Information Facility (GBIF) from 2003 to 2019. While data use patterns were diverse, research topics remained stable in some areas, but increased in others, such as species interactions and diseases, showing the vast potential of biodiversity data networks.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

Article Biodiversity Conservation

National assessments of species vulnerability to climate change strongly depend on selected data sources

Daniel Scherrer et al.

Summary: The study found that limitations in geographic space may affect estimations of environmental niches, impacting assessments of species vulnerability to climate change.

DIVERSITY AND DISTRIBUTIONS (2021)

Article Ecology

The effects of climate change on Australia's only endemic Pokemon: Measuring bias in species distribution models

Dan L. Warren et al.

Summary: This study examined biases in species distribution models (SDMs) and their implications for predicting climate change impacts on a unique Pokemon species in Australia. Using a citizen science dataset, researchers developed SDMs for Garura kangaskhani and demonstrated a novel Monte Carlo procedure to estimate biases induced by study design. The findings suggest that climate change will affect the species' habitat suitability and that SDMs may be prone to biases that can significantly influence modeling outcomes.

METHODS IN ECOLOGY AND EVOLUTION (2021)

Review Ecology

Demographic Consequences of Phenological Shifts in Response to Climate Change

Amy M. Iler et al.

Summary: Climate change affects populations by shifting species' phenologies, which can have positive or negative consequences on vital rates such as survival and reproduction. However, few studies have linked phenological shifts to changes in vital rates known to drive population dynamics.

ANNUAL REVIEW OF ECOLOGY, EVOLUTION, AND SYSTEMATICS, VOL 52, 2021 (2021)

Article Ecology

Data integration methods to account for spatial niche truncation effects in regional projections of species distribution

Mathieu Chevalier et al.

Summary: This study investigated the impact of spatial niche truncation on SDMs projections and the performance of different methods in addressing this issue. Findings revealed that certain approaches integrating information from larger-scale data sets could reduce bias, with performance varying based on the level of truncation and data combination.

ECOLOGICAL APPLICATIONS (2021)

Article Multidisciplinary Sciences

Recent responses to climate change reveal the drivers of species extinction and survival

Cristian Roman-Palacios et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Review Ecology

Data Integration for Large-Scale Models of Species Distributions

Nick J. B. Isaac et al.

TRENDS IN ECOLOGY & EVOLUTION (2020)

Article Ecology

Species better track climate warming in the oceans than on land

Jonathan Lenoir et al.

NATURE ECOLOGY & EVOLUTION (2020)

Review Biodiversity Conservation

A standard protocol for reporting species distribution models

Damaris Zurell et al.

ECOGRAPHY (2020)

Article Plant Sciences

Hierarchical species distribution models in support of vegetation conservation at the landscape scale

Ruben G. Mateo et al.

JOURNAL OF VEGETATION SCIENCE (2019)

Article Ecology

The recent past and promising future for data integration methods to estimate species' distributions

David A. W. Miller et al.

METHODS IN ECOLOGY AND EVOLUTION (2019)

Article Biodiversity Conservation

Climate and land-use changes reshuffle politically-weighted priority areas of mountain biodiversity

Claire Vincent et al.

GLOBAL ECOLOGY AND CONSERVATION (2019)

Article Ecology

A practical guide for combining data to model species distributions

Robert J. Fletcher et al.

ECOLOGY (2019)

Review Mathematics, Interdisciplinary Applications

Shrinkage priors for Bayesian penalized regression

Sara van Erp et al.

JOURNAL OF MATHEMATICAL PSYCHOLOGY (2019)

Review Ecology

Advances in Microclimate Ecology Arising from Remote Sensing

Florian Zellweger et al.

TRENDS IN ECOLOGY & EVOLUTION (2019)

Review Multidisciplinary Sciences

Standards for distribution models in biodiversity assessments

Miguel B. Araujo et al.

SCIENCE ADVANCES (2019)

Article Multidisciplinary Sciences

Uncertainty of future projections of species distributions in mountainous regions

Ying Tang et al.

PLOS ONE (2018)

Article Multidisciplinary Sciences

Data Descriptor: Climatologies at high resolution for the earth's land surface areas

Dirk Nikolaus Karger et al.

SCIENTIFIC DATA (2017)

Article Ecology

Use of taxonomy to delineate spatial extent of atlas data for species distribution models

Aidin Niamir et al.

GLOBAL ECOLOGY AND BIOGEOGRAPHY (2016)

Article Ecology

Will climate change increase the risk of plant invasions into mountains?

Blaise Petitpierre et al.

ECOLOGICAL APPLICATIONS (2016)

Article Biodiversity Conservation

Estimating indices of range shifts in birds using dynamic models when detection is imperfect

Matthew J. Clement et al.

GLOBAL CHANGE BIOLOGY (2016)

Article Environmental Sciences

Amplified plant turnover in response to climate change forecast by Late Quaternary records

D. Nogues-Bravo et al.

NATURE CLIMATE CHANGE (2016)

Article Multidisciplinary Sciences

Predicting future uncertainty constraints on global warming projections

H. Shiogama et al.

SCIENTIFIC REPORTS (2016)

Review Ecology

Is my species distribution model fit for purpose? Matching data and models to applications

Gurutzeta Guillera-Arroita et al.

GLOBAL ECOLOGY AND BIOGEOGRAPHY (2015)

Article Biodiversity Conservation

What is the potential of spread in invasive bryophytes?

Ruben G. Mateo et al.

ECOGRAPHY (2015)

Article Biodiversity Conservation

Uncertainty, priors, autocorrelation and disparate data in downscaling of species distributions

Petr Keil et al.

DIVERSITY AND DISTRIBUTIONS (2014)

Article Biodiversity Conservation

Uncertainty associated with survey design in Species Distribution Models

Geiziane Tessarolo et al.

DIVERSITY AND DISTRIBUTIONS (2014)

Article Ecology

Stacking species distribution models and adjusting bias by linking them to macroecological models

Justin M. Calabrese et al.

GLOBAL ECOLOGY AND BIOGEOGRAPHY (2014)

Article Ecology

The n-dimensional hypervolume

Benjamin Blonder et al.

GLOBAL ECOLOGY AND BIOGEOGRAPHY (2014)

Article Ecology

Predicting species distributions for conservation decisions

Antoine Guisan et al.

ECOLOGY LETTERS (2013)

Article Biodiversity Conservation

The push and pull of climate change causes heterogeneous shifts in avian elevational ranges

Morgan W. Tingley et al.

GLOBAL CHANGE BIOLOGY (2012)

Article Ecology

Measuring ecological niche overlap from occurrence and spatial environmental data

Olivier Broennimann et al.

GLOBAL ECOLOGY AND BIOGEOGRAPHY (2012)

Review Computer Science, Information Systems

Influence of positional accuracy, sample size and scale on modelling species distributions: a review

Vitezslav Moudry et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2012)

Article Ecology

Integrating biodiversity distribution knowledge: toward a global map of life

Walter Jetz et al.

TRENDS IN ECOLOGY & EVOLUTION (2012)

Article Ecology

Selecting pseudo-absences for species distribution models: how, where and how many?

Morgane Barbet-Massin et al.

METHODS IN ECOLOGY AND EVOLUTION (2012)

Article Biodiversity Conservation

21st century climate change threatens mountain flora unequally across Europe

Robin Engler et al.

GLOBAL CHANGE BIOLOGY (2011)

Article Geography, Physical

Accounting for uncertainty when mapping species distributions: The need for maps of ignorance

Duccio Rocchini et al.

PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT (2011)

Article Ecology

Spatiotemporal exploratory models for broad-scale survey data

Daniel Fink et al.

ECOLOGICAL APPLICATIONS (2010)

Editorial Material Multidisciplinary Sciences

Matters of Scale

Brian J. McGill

SCIENCE (2010)

Article Ecology

The art of modelling range-shifting species

Jane Elith et al.

METHODS IN ECOLOGY AND EVOLUTION (2010)

Article Mathematics, Interdisciplinary Applications

The Bayesian Elastic Net

Qing Li et al.

BAYESIAN ANALYSIS (2010)

Article Biodiversity Conservation

BIOMOD - a platform for ensemble forecasting of species distributions

Wilfried Thuiller et al.

ECOGRAPHY (2009)

Article Biodiversity Conservation

Climate change and plant distribution: local models predict high-elevation persistence

Christophe F. Randin et al.

GLOBAL CHANGE BIOLOGY (2009)

Article Multidisciplinary Sciences

Birds track their Grinnellian niche through a century of climate change

Morgan W. Tingley et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)

Article Multidisciplinary Sciences

Species richness, hotspots, and the scale dependence of range maps in ecology and conservation

Allen H. Hurlbert et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2007)

Article Biodiversity Conservation

Sensitivity of predictive species distribution models to change in grain size

Antoine Guisan et al.

DIVERSITY AND DISTRIBUTIONS (2007)

Article Biodiversity Conservation

Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS)

Omri Allouche et al.

JOURNAL OF APPLIED ECOLOGY (2006)

Article Statistics & Probability

Regularization and variable selection via the elastic net

H Zou et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)

Article Ecology

Which is the optimal sampling strategy for habitat suitability modelling

A Hirzel et al.

ECOLOGICAL MODELLING (2002)