Tackling unresolved questions in forest ecology: The past and future role of simulation models

I Maréchaux, F Langerwisch, A Huth… - Ecology and …, 2021 - Wiley Online Library
Understanding the processes that shape forest functioning, structure, and diversity remains
challenging, although data on forest systems are being collected at a rapid pace and across …

[HTML][HTML] Species distribution models and island biogeography: Challenges and prospects

E Benavides, J Sadler, L Graham… - Global Ecology and …, 2024 - Elsevier
Species distribution models (SDMs) are the primary tools used to model and predict
changes to species' ranges, and are often used to provide a quantitative baseline for …

[HTML][HTML] N‐SDM: a high‐performance computing pipeline for Nested Species Distribution Modelling

A Adde, PL Rey, P Brun, N Külling, F Fopp… - …, 2023 - Wiley Online Library
Predicting contemporary and future species distributions is relevant for science and decision
making, yet the development of high‐resolution spatial predictions for numerous taxonomic …

Systematic and highly resolved modelling of biodiversity in inherently rare groundwater amphipods

M Knüsel, R Alther, N Locher, A Ozgul… - Journal of …, 2024 - Wiley Online Library
Aim Groundwater ecosystems harbour a unique biodiversity, but remain poorly studied,
mainly due to difficulties in accessibility and imperfect species detection. Consequently …

Ecological indicator values reveal missing predictors of species distributions

D Scherrer, A Guisan - Scientific Reports, 2019 - nature.com
The questions of how much abiotic environment contributes to explain species distributions,
and which abiotic factors are the most influential, are key when projecting species realized …

Importance of data selection and filtering in species distribution models: A case study on the Cantabrian brown bear

A Zarzo‐Arias, V Penteriani, L Gábor, P Šímová… - …, 2022 - Wiley Online Library
Species distribution models (SDMs) are powerful tools in ecology and conservation.
Choosing the right environmental drivers and filtering species' occurrences taking their …

Sampling strategy matters to accurately estimate response curves' parameters in species distribution models

M Bazzichetto, J Lenoir, D Da Re… - Global Ecology and …, 2023 - Wiley Online Library
Aim Assessing how different sampling strategies affect the accuracy and precision of
species response curves estimated by parametric species distribution models. Major Taxa …

Classification and regression with random forests as a standard method for presence-only data SDMs: a future conservation example using China tree species

L Zhang, F Huettmann, S Liu, P Sun, Z Yu, X Zhang… - Ecological …, 2019 - Elsevier
The random forests (RF) algorithm is a superb learner and classifier in machine learning
applications. This ensemble model is also one of the most popular species distribution …

How do species and data characteristics affect species distribution models and when to use environmental filtering?

L Gábor, V Moudrý, V Barták… - International Journal of …, 2020 - Taylor & Francis
Species distribution models (SDMs) are widely used in ecology and conservation. However,
their performance is known to be affected by a variety of factors related to species …

Species distribution models support the need of international cooperation towards successful management of plant invasions

RF Fernandes, JP Honrado, A Guisan, A Roxo… - Journal for nature …, 2019 - Elsevier
To protect native biodiversity and habitats from the negative impacts of biological invasions,
comprehensive studies and measures to anticipate invasions are required, especially …