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 …

Embracing mountain microbiome and ecosystem functions under global change

J Wang, A Hu, F Meng, W Zhao, Y Yang… - New …, 2022 - Wiley Online Library
Mountains are pivotal to maintaining habitat heterogeneity, global biodiversity, ecosystem
functions and services to humans. They have provided classic model natural systems for …

Biodiversity loss reduces global terrestrial carbon storage

SR Weiskopf, F Isbell, MI Arce-Plata… - Nature …, 2024 - nature.com
Natural ecosystems store large amounts of carbon globally, as organisms absorb carbon
from the atmosphere to build large, long-lasting, or slow-decaying structures such as tree …

Global ecosystem thresholds driven by aridity

M Berdugo, M Delgado-Baquerizo, S Soliveres… - Science, 2020 - science.org
Aridity, which is increasing worldwide because of climate change, affects the structure and
functioning of dryland ecosystems. Whether aridification leads to gradual (versus abrupt) …

Reduced microbial stability in the active layer is associated with carbon loss under alpine permafrost degradation

MH Wu, SY Chen, JW Chen, K Xue, SL Chen… - Proceedings of the …, 2021 - pnas.org
Permafrost degradation may induce soil carbon (C) loss, critical for global C cycling, and be
mediated by microbes. Despite larger C stored within the active layer of permafrost regions …

Carbon storage through China's planted forest expansion

K Cheng, H Yang, S Tao, Y Su, H Guan, Y Ren… - Nature …, 2024 - nature.com
China's extensive planted forests play a crucial role in carbon storage, vital for climate
change mitigation. However, the complex spatiotemporal dynamics of China's planted forest …

Climate–land-use interactions shape tropical mountain biodiversity and ecosystem functions

MK Peters, A Hemp, T Appelhans, JN Becker, C Behler… - Nature, 2019 - nature.com
Agriculture and the exploitation of natural resources have transformed tropical mountain
ecosystems across the world, and the consequences of these transformations for …

[HTML][HTML] Pollen-based climate reconstruction techniques for late Quaternary studies

M Chevalier, BAS Davis, O Heiri, H Seppä… - Earth-Science …, 2020 - Elsevier
Fossil pollen records are well-established indicators of past vegetation changes. The
prevalence of pollen across environmental settings including lakes, wetlands, and marine …

A working guide to harnessing generalized dissimilarity modelling for biodiversity analysis and conservation assessment

K Mokany, C Ware, SNC Woolley… - Global Ecology and …, 2022 - Wiley Online Library
Aim Generalized dissimilarity modelling (GDM) is a powerful and unique method for
characterizing and predicting beta diversity, the change in biodiversity over space, time and …

Species distribution modelling supports the study of past, present and future biogeographies

J Franklin - Journal of Biogeography, 2023 - Wiley Online Library
Species distribution modelling (SDM), also called environmental or ecological niche
modelling, has developed over the last 30 years as a widely used tool used in core areas of …