Standards for distribution models in biodiversity assessments

MB Araújo, RP Anderson, A Márcia Barbosa… - Science …, 2019 - science.org
Demand for models in biodiversity assessments is rising, but which models are adequate for
the task? We propose a set of best-practice standards and detailed guidelines enabling …

Point process models for presence‐only analysis

IW Renner, J Elith, A Baddeley… - Methods in Ecology …, 2015 - Wiley Online Library
Presence‐only data are widely used for species distribution modelling, and point process
regression models are a flexible tool that has considerable potential for this problem, when …

Monitoring biodiversity in the Anthropocene using remote sensing in species distribution models

CF Randin, MB Ashcroft, J Bolliger… - Remote sensing of …, 2020 - Elsevier
In the face of the growing challenges brought about by human activities, effective planning
and decision-making in biodiversity and ecosystem conservation, restoration, and …

Will remote sensing shape the next generation of species distribution models?

KS He, BA Bradley, AF Cord, D Rocchini… - Remote Sensing in …, 2015 - Wiley Online Library
Two prominent limitations of species distribution models (SDM s) are spatial biases in
existing occurrence data and a lack of spatially explicit predictor variables to fully capture …

[PDF][PDF] Resolution in species distribution models shapes spatial patterns of plant multifaceted diversity

Y Chauvier, P Descombes, M Guéguen… - …, 2022 - Wiley Online Library
Species distribution models (SDMs) are statistical tools that relate species observations to
environmental conditions to retrieve ecological niches and predict species' potential …

Insights from modeling studies on how climate change affects invasive alien species geography

C Bellard, JM Jeschke, B Leroy… - Ecology and …, 2018 - Wiley Online Library
Climate change and biological invasions are threatening biodiversity and ecosystem
services worldwide. It has now been widely acknowledged that climate change will affect …

Species distribution modeling for machine learning practitioners: A review

S Beery, E Cole, J Parker, P Perona… - Proceedings of the 4th …, 2021 - dl.acm.org
Conservation science depends on an accurate understanding of what's happening in a
given ecosystem. How many species live there? What is the makeup of the population? How …

Species distribution modeling: a statistical review with focus in spatio-temporal issues

J Martínez-Minaya, M Cameletti, D Conesa… - … research and risk …, 2018 - Springer
The use of complex statistical models has recently increased substantially in the context of
species distribution behavior. This complexity has made the inferential and predictive …

Stop ignoring map uncertainty in biodiversity science and conservation policy

J Jansen, SNC Woolley, PK Dunstan… - Nature Ecology & …, 2022 - nature.com
To the Editor—Halting the unprecedented loss of biodiversity is one of humanity's greatest
challenges 1, 2. Area-based management frameworks, such as national parks or marine …

State‐space models for ecological time‐series data: Practical model‐fitting

K Newman, R King, V Elvira… - Methods in Ecology …, 2023 - Wiley Online Library
State‐space models are an increasingly common and important tool in the quantitative
ecologists' armoury, particularly for the analysis of time‐series data. This is due to both their …