Differentiable modelling to unify machine learning and physical models for geosciences
Process-based modelling offers interpretability and physical consistency in many domains of
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …
Refocusing multiple stressor research around the targets and scales of ecological impacts
Ecological communities face a variety of environmental and anthropogenic stressors acting
simultaneously. Stressor impacts can combine additively or can interact, causing synergistic …
simultaneously. Stressor impacts can combine additively or can interact, causing synergistic …
Fire suppression makes wildfires more severe and accentuates impacts of climate change and fuel accumulation
Fire suppression is the primary management response to wildfires in many areas globally.
By removing less-extreme wildfires, this approach ensures that remaining wildfires burn …
By removing less-extreme wildfires, this approach ensures that remaining wildfires burn …
Artificial intelligence and automated monitoring for assisting conservation of marine ecosystems: A perspective
Conservation of marine ecosystems has been highlighted as a priority to ensure a
sustainable future. Effective management requires data collection over large spatio-temporal …
sustainable future. Effective management requires data collection over large spatio-temporal …
It is past time to use ecosystem models tactically to support ecosystem‐based fisheries management: Case studies using Ecopath with Ecosim in an operational …
The implementation of ecosystem management requires ecosystem modelling within the
context of a natural resource management process. Ecopath with Ecosim (EwE) is the most …
context of a natural resource management process. Ecopath with Ecosim (EwE) is the most …
Spatially explicit models for decision‐making in animal conservation and restoration
Models are useful tools for understanding and predicting ecological patterns and processes.
Under ongoing climate and biodiversity change, they can greatly facilitate decision‐making …
Under ongoing climate and biodiversity change, they can greatly facilitate decision‐making …
Coupling eco‐evolutionary mechanisms with deep‐time environmental dynamics to understand biodiversity patterns
O Hagen - Ecography, 2023 - Wiley Online Library
Pioneer naturalists such as Whewell, Lyell, Humboldt, Darwin and Wallace acknowledged
the interactions between ecological and evolutionary forces, as well as the roles of …
the interactions between ecological and evolutionary forces, as well as the roles of …
Marine heatwave challenges solutions to human–wildlife conflict
Despite the increasing frequency and magnitude of extreme climate events, little is known
about how their impacts flow through social and ecological systems or whether management …
about how their impacts flow through social and ecological systems or whether management …
Chemical mixtures and multiple stressors: same but different?
Ecosystems are strongly influenced by multiple anthropogenic stressors, including a wide
range of chemicals and their mixtures. Studies on the effects of multiple stressors have …
range of chemicals and their mixtures. Studies on the effects of multiple stressors have …
Enhanced monitoring of life in the sea is a critical component of conservation management and sustainable economic growth
Marine biodiversity is a fundamental characteristic of our planet that depends on and
influences climate, water quality, and many ocean state variables. It is also at the core of …
influences climate, water quality, and many ocean state variables. It is also at the core of …