Machine learning and deep learning—A review for ecologists

M Pichler, F Hartig - Methods in Ecology and Evolution, 2023 - Wiley Online Library
The popularity of machine learning (ML), deep learning (DL) and artificial intelligence (AI)
has risen sharply in recent years. Despite this spike in popularity, the inner workings of ML …

The impacts of ocean acidification on marine ecosystems and reliant human communities

SC Doney, DS Busch, SR Cooley… - Annual Review of …, 2020 - annualreviews.org
Racism. Sexism. Heterosexism. Gender binarism. Together, they comprise intimately
harmful, distinct, and entangled societal systems of self-serving domination and privilege …

Fine-root traits in the global spectrum of plant form and function

CP Carmona, CG Bueno, A Toussaint, S Träger, S Díaz… - Nature, 2021 - nature.com
Plant traits determine how individual plants cope with heterogeneous environments. Despite
large variability in individual traits, trait coordination and trade-offs, result in some trait …

Human impacts on global freshwater fish biodiversity

G Su, M Logez, J Xu, S Tao, S Villéger, S Brosse - Science, 2021 - science.org
Freshwater fish represent one-fourth of the world's vertebrates and provide irreplaceable
goods and services but are increasingly affected by human activities. A new index …

Thermal bottlenecks in the life cycle define climate vulnerability of fish

FT Dahlke, S Wohlrab, M Butzin, HO Pörtner - Science, 2020 - science.org
Species' vulnerability to climate change depends on the most temperature-sensitive life
stages, but for major animal groups such as fish, life cycle bottlenecks are often not clearly …

Comparison of performance of data imputation methods for numeric dataset

A Jadhav, D Pramod, K Ramanathan - Applied Artificial Intelligence, 2019 - Taylor & Francis
Missing data is common problem faced by researchers and data scientists. Therefore, it is
required to handle them appropriately in order to get better and accurate results of data …

Global relationships in tree functional traits

DS Maynard, L Bialic-Murphy, CM Zohner… - Nature …, 2022 - nature.com
Due to massive energetic investments in woody support structures, trees are subject to
unique physiological, mechanical, and ecological pressures not experienced by herbaceous …

Effects of plant diversity on productivity strengthen over time due to trait-dependent shifts in species overyielding

L Zheng, KE Barry, NR Guerrero-Ramírez… - Nature …, 2024 - nature.com
Plant diversity effects on community productivity often increase over time. Whether the
strengthening of diversity effects is caused by temporal shifts in species-level overyielding …

Erosion of global functional diversity across the tree of life

CP Carmona, R Tamme, M Pärtel, F de Bello… - Science …, 2021 - science.org
Although one-quarter of plant and vertebrate species are threatened with extinction, little is
known about the potential effect of extinctions on the global diversity of ecological strategies …

Protecting biodiversity (in all its complexity): new models and methods

LJ Pollock, LMJ O'connor, K Mokany… - Trends in Ecology & …, 2020 - cell.com
We are facing a biodiversity crisis at the same time as we are acquiring an unprecedented
view of the world's biodiversity. Vast new datasets (eg, species distributions, traits …