A practical guide for combining data to model species distributions

RJ Fletcher Jr, TJ Hefley, EP Robertson… - Ecology, 2019 - Wiley Online Library
Understanding and accurately modeling species distributions lies at the heart of many
problems in ecology, evolution, and conservation. Multiple sources of data are increasingly …

Interpreting insect declines: seven challenges and a way forward

RK Didham, Y Basset, CM Collins… - Insect Conservation …, 2020 - Wiley Online Library
Many insect species are under threat from the anthropogenic drivers of global change.
There have been numerous well‐documented examples of insect population declines and …

Integrated population models: powerful methods to embed individual processes in population dynamics models

F Plard, R Fay, M Kéry, A Cohas, M Schaub - Ecology, 2019 - Wiley Online Library
Population dynamics models have long assumed that populations are composed of a
restricted number of groups, where individuals in each group have identical demographic …

Addressing data integration challenges to link ecological processes across scales

EF Zipkin, ER Zylstra, AD Wright… - Frontiers in Ecology …, 2021 - Wiley Online Library
Data integration is a statistical modeling approach that incorporates multiple data sources
within a unified analytical framework. Macrosystems ecology–the study of ecological …

Working across space and time: nonstationarity in ecological research and application

CR Rollinson, AO Finley, MR Alexander… - Frontiers in Ecology …, 2021 - Wiley Online Library
Ecological research increasingly considers integrative relationships among phenomena at
broad spatial and temporal domains. However, such large‐scale inferences are commonly …

Integrated community models: A framework combining multispecies data sources to estimate the status, trends and dynamics of biodiversity

EF Zipkin, JW Doser, CL Davis… - Journal of Animal …, 2023 - Wiley Online Library
Data deficiencies among rare or cryptic species preclude assessment of community‐level
processes using many existing approaches, limiting our understanding of the trends and …

Effectiveness of population‐based recovery actions for threatened southern mountain caribou

CT Lamb, S Williams, S Boutin, M Bridger… - Ecological …, 2024 - Wiley Online Library
Habitat loss is affecting many species, including the southern mountain caribou (Rangifer
tarandus caribou) population in western North America. Over the last half century, this …

Combining scientific survey and commercial catch data to map fish distribution

B Alglave, E Rivot, MP Etienne… - ICES Journal of …, 2022 - academic.oup.com
Abstract Develo** Species Distribution Models (SDM) for marine exploited species is a
major challenge in fisheries ecology. Classical modelling approaches typically rely on fish …

A century of statistical Ecology

NA Gilbert, BR Amaral, OM Smith, PJ Williams… - Ecology, 2024 - Wiley Online Library
As data and computing power have surged in recent decades, statistical modeling has
become an important tool for understanding ecological patterns and processes. Statistical …

Innovations in data integration for modeling populations

EF Zipkin, BD Inouye, SR Beissinger - Ecology, 2019 - JSTOR
Assessing the status of species in the Anthropocene requires an understanding of basic
ecological processes affecting population dynamics and the impacts of ongoing climate and …