Ecological niche models and species distribution models in marine environments: A literature review and spatial analysis of evidence

SM Melo-Merino, H Reyes-Bonilla, A Lira-Noriega - Ecological Modelling, 2020 - Elsevier
In recent years, the use of ecological niche models (ENMs) and species distribution models
(SDMs) to explore the patterns and processes behind observed distribution of species has …

Species on the move around the Australian coastline: A continental‐scale review of climate‐driven species redistribution in marine systems

CR Gervais, C Champion, GT Pecl - Global change biology, 2021 - Wiley Online Library
Climate‐driven changes in the distribution of species are a pervasive and accelerating
impact of climate change, and despite increasing research effort in this rapidly emerging …

The predictive performances of random forest models with limited sample size and different species traits

J Luan, C Zhang, B Xu, Y Xue, Y Ren - Fisheries Research, 2020 - Elsevier
The random forest (RF) model is a powerful machine learning technique that has been
increasingly used for species distribution modeling (SDM) by ecologists and fisheries …

[HTML][HTML] Remote sensing of ocean fronts in marine ecology and fisheries

IM Belkin - Remote sensing, 2021 - mdpi.com
This paper provides a concise review of the remote sensing of ocean fronts in marine
ecology and fisheries, with a particular focus on the most popular front detection algorithms …

Projecting marine species range shifts from only temperature can mask climate vulnerability

J McHenry, H Welch, SE Lester… - Global Change …, 2019 - Wiley Online Library
Climate change is causing range shifts in many marine species, with implications for
biodiversity and fisheries. Previous research has mainly focused on how species' ranges will …

Seasonal-to-interannual prediction of North American coastal marine ecosystems: Forecast methods, mechanisms of predictability, and priority developments

MG Jacox, MA Alexander, S Siedlecki, K Chen… - Progress in …, 2020 - Elsevier
Marine ecosystem forecasting is an area of active research and rapid development. Promise
has been shown for skillful prediction of physical, biogeochemical, and ecological variables …

Integrating dynamic subsurface habitat metrics into species distribution models

S Brodie, MG Jacox, SJ Bograd, H Welch… - Frontiers in Marine …, 2018 - frontiersin.org
Species distribution models (SDMs) have become key tools for describing and predicting
species habitats. In the marine domain, environmental data used in modeling species …

Ocean warming has a greater effect than acidification on the early life history development and swimming performance of a large circumglobal pelagic fish

SA Watson, BJM Allan, DE McQueen… - Global change …, 2018 - Wiley Online Library
Ocean warming and acidification are serious threats to marine life; however, their individual
and combined effects on large pelagic and predatory fishes are poorly understood. We …

Climate-driven range shifts are rapid yet variable among recreationally important coastal-pelagic fishes

C Champion, S Brodie, MA Coleman - Frontiers in Marine Science, 2021 - frontiersin.org
Shifts in species distributions are occurring globally in response to climate change, but
robust comparisons of redistribution rates among species are often prevented by …

Rapid shifts in distribution and high‐latitude persistence of oceanographic habitat revealed using citizen science data from a climate change hotspot

C Champion, AJ Hobday, SR Tracey… - Global change …, 2018 - Wiley Online Library
The environmental effects of climate change are predicted to cause distribution shifts in
many marine taxa, yet data are often difficult to collect. Quantifying and monitoring species' …