A practical guide to selecting models for exploration, inference, and prediction in ecology

AT Tredennick, G Hooker, SP Ellner, PB Adler - Ecology, 2021 - Wiley Online Library
Selecting among competing statistical models is a core challenge in science. However, the
many possible approaches and techniques for model selection, and the conflicting …

Cross validation for model selection: a review with examples from ecology

LA Yates, Z Aandahl, SA Richards… - Ecological …, 2023 - Wiley Online Library
Specifying, assessing, and selecting among candidate statistical models is fundamental to
ecological research. Commonly used approaches to model selection are based on …

Zoonotic host diversity increases in human-dominated ecosystems

R Gibb, DW Redding, KQ Chin, CA Donnelly… - Nature, 2020 - nature.com
Land use change—for example, the conversion of natural habitats to agricultural or urban
ecosystems—is widely recognized to influence the risk and emergence of zoonotic disease …

Thermal biology of mosquito‐borne disease

EA Mordecai, JM Caldwell, MK Grossman… - Ecology …, 2019 - Wiley Online Library
Mosquito‐borne diseases cause a major burden of disease worldwide. The vital rates of
these ectothermic vectors and parasites respond strongly and nonlinearly to temperature …

Fish reproductive-energy output increases disproportionately with body size

DR Barneche, DR Robertson, CR White, DJ Marshall - Science, 2018 - science.org
Body size determines total reproductive-energy output. Most theories assume reproductive
output is a fixed proportion of size, with respect to mass, but formal macroecological tests are …

Iterative near-term ecological forecasting: Needs, opportunities, and challenges

MC Dietze, A Fox, LM Beck-Johnson… - Proceedings of the …, 2018 - National Acad Sciences
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 …

Conceptual and methodological advances in habitat‐selection modeling: guidelines for ecology and evolution

JM Northrup, E Vander Wal, M Bonar… - Ecological …, 2022 - Wiley Online Library
Habitat selection is a fundamental animal behavior that shapes a wide range of ecological
processes, including animal movement, nutrient transfer, trophic dynamics and population …

Guidance for decisions using the Vector Autoregressive Spatio-Temporal (VAST) package in stock, ecosystem, habitat and climate assessments

JT Thorson - Fisheries Research, 2019 - Elsevier
Fisheries scientists provide stock, ecosystem, habitat, and climate assessments to support
interdisplinary fisheries management in the US and worldwide. These assessment activities …

Model averaging in ecology: A review of Bayesian, information‐theoretic, and tactical approaches for predictive inference

CF Dormann, JM Calabrese… - Ecological …, 2018 - Wiley Online Library
In ecology, the true causal structure for a given problem is often not known, and several
plausible models and thus model predictions exist. It has been claimed that using weighted …

Trade-offs and synergistic relationships of ecosystem services under land use change in Xinjiang from 1990 to 2020: A Bayesian network analysis

Y Liu, X Yuan, J Li, K Qian, W Yan, X Yang… - Science of the Total …, 2023 - Elsevier
Ecosystem service value (ESV) refers to the value of benefits provided by the ecosystem to
people, and can reflect the quality of regional ecological environment. There have been few …