Outstanding challenges in the transferability of ecological models

KL Yates, PJ Bouchet, MJ Caley, K Mengersen… - Trends in ecology & …, 2018 - cell.com
Predictive models are central to many scientific disciplines and vital for informing
management in a rapidly changing world. However, limited understanding of the accuracy …

Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

DR Roberts, V Bahn, S Ciuti, MS Boyce, J Elith… - …, 2017 - Wiley Online Library
Ecological data often show temporal, spatial, hierarchical (random effects), or phylogenetic
structure. Modern statistical approaches are increasingly accounting for such dependencies …

Spatial validation reveals poor predictive performance of large-scale ecological mapping models

P Ploton, F Mortier, M Réjou-Méchain, N Barbier… - Nature …, 2020 - nature.com
Mapping aboveground forest biomass is central for assessing the global carbon balance.
However, current large-scale maps show strong disparities, despite good validation statistics …

Global patterns of terrestrial nitrogen and phosphorus limitation

E Du, C Terrer, AFA Pellegrini, A Ahlström… - Nature …, 2020 - nature.com
Nitrogen (N) and phosphorus (P) limitation constrains the magnitude of terrestrial carbon
uptake in response to elevated carbon dioxide and climate change. However, global maps …

A standard protocol for reporting species distribution models

D Zurell, J Franklin, C König, PJ Bouchet… - …, 2020 - Wiley Online Library
Species distribution models (SDMs) constitute the most common class of models across
ecology, evolution and conservation. The advent of ready‐to‐use software packages and …

Impacts of multiple stressors on freshwater biota across spatial scales and ecosystems

S Birk, D Chapman, L Carvalho, BM Spears… - Nature Ecology & …, 2020 - nature.com
Climate and land-use change drive a suite of stressors that shape ecosystems and interact
to yield complex ecological responses (that is, additive, antagonistic and synergistic effects) …

A comparison between Ensemble and MaxEnt species distribution modelling approaches for conservation: A case study with Egyptian medicinal plants

E Kaky, V Nolan, A Alatawi, F Gilbert - Ecological Informatics, 2020 - Elsevier
Understanding the relationship between the geographical distribution of taxa and their
environmental conditions is a key concept in ecology and conservation. The use of …

Divergent forest sensitivity to repeated extreme droughts

WRL Anderegg, AT Trugman, G Badgley… - Nature Climate …, 2020 - nature.com
Climate change-driven increases in drought frequency and severity could compromise forest
ecosystems and the terrestrial carbon sink,–. While the impacts of single droughts on forests …

Macroclimate data overestimate range shifts of plants in response to climate change

IMD Maclean, R Early - Nature Climate Change, 2023 - nature.com
Current conservation policy has been shaped by the expectation that, for many species,
places with suitable climate will lie outside their current range, thus leading to predictions of …

Climatic stability and geological history shape global centers of neo-and paleoendemism in seed plants

L Cai, H Kreft, A Taylor, J Schrader… - Proceedings of the …, 2023 - National Acad Sciences
Assessing the distribution of geographically restricted and evolutionarily unique species and
their underlying drivers is key to understanding biogeographical processes and critical for …