Applying the structural causal model framework for observational causal inference in ecology

S Arif, MA MacNeil - Ecological Monographs, 2023 - Wiley Online Library
Ecologists are often interested in answering causal questions from observational data but
generally lack the training to appropriately infer causation. When applying statistical analysis …

Coordinated distributed experiments: an emerging tool for testing global hypotheses in ecology and environmental science

LH Fraser, HAL Henry, CN Carlyle… - Frontiers in Ecology …, 2013 - Wiley Online Library
There is a growing realization among scientists and policy makers that an increased
understanding of today's environmental issues requires international collaboration and data …

The science of citizen science: Exploring barriers to use as a primary research tool

HK Burgess, LB DeBey, HE Froehlich, N Schmidt… - Biological …, 2017 - Elsevier
Biodiversity citizen science projects are growing in number, size, and scope, and are
gaining recognition as valuable data sources that build public engagement. Yet publication …

Predictive models aren't for causal inference

S Arif, MA MacNeil - Ecology Letters, 2022 - Wiley Online Library
Ecologists often rely on observational data to understand causal relationships. Although
observational causal inference methodologies exist, predictive techniques such as model …

An experimental investigation into the effects of traffic noise on distributions of birds: avoiding the phantom road

CJW McClure, HE Ware, J Carlisle… - … of the Royal …, 2013 - royalsocietypublishing.org
Many authors have suggested that the negative effects of roads on animals are largely
owing to traffic noise. Although suggestive, most past studies of the effects of road noise on …

Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences

AP Christie, D Abecasis, M Adjeroud, JC Alonso… - Nature …, 2020 - nature.com
Building trust in science and evidence-based decision-making depends heavily on the
credibility of studies and their findings. Researchers employ many different study designs …

Unravelling insect declines: can space replace time?

N Blüthgen, M Staab, R Achury… - Biology …, 2022 - royalsocietypublishing.org
Temporal trends in insect numbers vary across studies and habitats, but drivers are poorly
understood. Suitable long-term data are scant and biased, and interpretations of trends …

Heatwave restructures marine intertidal communities across a stress gradient

MA Whalen, S Starko, SC Lindstrom, PT Martone - Ecology, 2023 - Wiley Online Library
Significant questions remain about how ecosystems that are structured by abiotic stress will
be affected by climate change. Warmer temperatures are hypothesized to shift species along …

Conservation paleobiology: putting the dead to work

GP Dietl, KW Flessa - Trends in Ecology & Evolution, 2011 - cell.com
Geohistorical data and analyses are playing an increasingly important role in conservation
biology practice and policy. In this review, we discuss examples of how the near-time and …

Vegetation type conversion in the US Southwest: frontline observations and management responses

CH Guiterman, RM Gregg, LAE Marshall, JJ Beckmann… - Fire Ecology, 2022 - Springer
Background Forest and nonforest ecosystems of the western United States are experiencing
major transformations in response to land-use change, climate warming, and their …