Time-Series

Symbolic regression for empirically realistic population dynamic time series featured image

Symbolic regression for empirically realistic population dynamic time series

Applications of machine learning in ecology are rapidly expanding. Symbolic regression is gaining particular attention for its success in reverse-engineering human-readable …

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Cheyenne Jarman
Kelp-forest dynamics controlled by substrate complexity featured image

Kelp-forest dynamics controlled by substrate complexity

The factors that determine why ecosystems exhibit abrupt shifts in state are of paramount importance for management, conservation, and restoration efforts. Kelp forests are …

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Zachary Randell
Grazer-resource behavior, interactions, and feedbacks control kelp-forest dynamics and stability featured image

Grazer-resource behavior, interactions, and feedbacks control kelp-forest dynamics and stability

How the direct and indirect effects of species interactions cascade to affect community struc- ture, functioning, and stability is a fundamental question in ecology. In temperate …

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Zachary Randell
The intrinsic predictability of ecological time series and its potential to guide forecasting featured image

The intrinsic predictability of ecological time series and its potential to guide forecasting

Successfully predicting the future states of systems that are complex, stochastic, and potentially chaotic is a major challenge. Model forecasting error (FE) is the usual measure …

frank-pennekamp

Rapid and direct recoveries of predators and prey through synchronized ecosystem management

One of the twenty-first century’s greatest environmental challenges is to recover and restore species, habitats and ecosystems. The decision about how to initiate restoration is …

jameal-samhouri
Long-Term Studies Contribute Disproportionately to Ecology and Policy featured image

Long-Term Studies Contribute Disproportionately to Ecology and Policy

As the contribution for long-term ecological and environmental studies (LTEES) to our understanding of how species and ecosystems respond to a changing global climate becomes more …

brent-hughes
Experimental demonstration of a trophic cascade in the Galápagos rocky subtidal:  Effects of consumer identity and behavior featured image

Experimental demonstration of a trophic cascade in the Galápagos rocky subtidal: Effects of consumer identity and behavior

In diverse tropical webs, trophic cascades are presumed to be rare, as species interactions may dampen top-down control and reduce their prevalence. To test this hypothesis, we …

jon-witman
Global patterns of kelp forest change over the past half-century featured image

Global patterns of kelp forest change over the past half-century

Kelp forests (Order Laminariales) form key biogenic habitats in coastal regions of temperate and Arctic seas worldwide, providing ecosystem services valued in the range of …

kira-krumhansl

Ecosystem context and historical contingency in apex predator recoveries

Habitat loss, overexploitation, and numerous other stressors have caused global declines in apex predators. This “trophic downgrading” has generated widespread concern because of …

adrian-stier

A multi-decade time series of kelp forest community structure at San Nicolas Island, California (USA)

San Nicolas Island is surrounded by broad areas of shallow subtidal habitat, characterized by dynamic kelp forest communities that undergo dramatic and abrupt shifts in community …

mike-kenner