A practical guide to selecting models for exploration, inference, and prediction in ecology
Selecting among competing statistical models is a core challenge in science. However, the
many possible approaches and techniques for model selection, and the conflicting …
many possible approaches and techniques for model selection, and the conflicting …
Outstanding challenges in the transferability of ecological models
Predictive models are central to many scientific disciplines and vital for informing
management in a rapidly changing world. However, limited understanding of the accuracy …
management in a rapidly changing world. However, limited understanding of the accuracy …
Machine-learning phase prediction of high-entropy alloys
High-entropy alloys (HEAs) have been receiving intensive attention due to their unusual
properties that largely depend on the selection among three phases: solid solution (SS) …
properties that largely depend on the selection among three phases: solid solution (SS) …
A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels
A large array of species distribution model (SDM) approaches has been developed for
explaining and predicting the occurrences of individual species or species assemblages …
explaining and predicting the occurrences of individual species or species assemblages …
Iterative near-term ecological forecasting: Needs, opportunities, and challenges
Two foundational questions about sustainability are “How are ecosystems and the services
they provide going to change in the future?” and “How do human decisions affect these …
they provide going to change in the future?” and “How do human decisions affect these …
Conceptual and methodological advances in habitat‐selection modeling: guidelines for ecology and evolution
Habitat selection is a fundamental animal behavior that shapes a wide range of ecological
processes, including animal movement, nutrient transfer, trophic dynamics and population …
processes, including animal movement, nutrient transfer, trophic dynamics and population …
Responses of ant communities to disturbance: Five principles for understanding the disturbance dynamics of a globally dominant faunal group
AN Andersen - Journal of Animal Ecology, 2019 - Wiley Online Library
Ecological disturbance is fundamental to the dynamics of biological communities, yet a
conceptual framework for understanding the responses of faunal communities to …
conceptual framework for understanding the responses of faunal communities to …
The challenge of novel abiotic conditions for species undergoing climate‐induced range shifts
AR Spence, MW Tingley - Ecography, 2020 - Wiley Online Library
Coincident with recent global warming, species have shifted their geographic distributions to
cooler environments, generally by moving along thermal axes to higher latitudes, higher …
cooler environments, generally by moving along thermal axes to higher latitudes, higher …
Why are species' traits weak predictors of range shifts?
SR Beissinger, EA Riddell - Annual Review of Ecology …, 2021 - annualreviews.org
We examine the evidence linking species' traits to contemporary range shifts and find they
are poor predictors of range shifts that have occurred over decades to a century. We then …
are poor predictors of range shifts that have occurred over decades to a century. We then …
The power of forecasts to advance ecological theory
Ecological forecasting provides a powerful set of methods for predicting short‐and long‐term
change in living systems. Forecasts are now widely produced, enabling proactive …
change in living systems. Forecasts are now widely produced, enabling proactive …