A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD

T Hao, J Elith, G Guillera‐Arroita… - Diversity and …, 2019 - Wiley Online Library
Aim The idea of combining predictions from different models into an ensemble has gained
considerable popularity in species distribution modelling, partly due to free and …

Species distribution modelling to support forest management. A literature review

M Pecchi, M Marchi, V Burton, F Giannetti… - Ecological …, 2019 - Elsevier
Abstract Species Distribution Modelling (SDM) techniques were originally developed in the
mid-1980s. In this century they are gaining increasing attention in the literature and in …

Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code

R Valavi, G Guillera‐Arroita… - Ecological …, 2022 - Wiley Online Library
Species distribution modeling (SDM) is widely used in ecology and conservation. Currently,
the most available data for SDM are species presence‐only records (available through …

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

N Sillero, S Arenas-Castro, U Enriquez‐Urzelai… - Ecological …, 2021 - Elsevier
The use of correlative ecological niche models has highly increased in the last decade.
Despite all literature and textbooks in this field, few practical guidelines exist on the correct …

Top ten hazards to avoid when modeling species distributions: a didactic guide of assumptions, problems, and recommendations

M Soley‐Guardia, DF Alvarado‐Serrano… - Ecography, 2024 - Wiley Online Library
Species distribution models, also known as ecological niche models or habitat suitability
models, have become commonplace for addressing fundamental and applied biodiversity …

Global models and predictions of plant diversity based on advanced machine learning techniques

L Cai, H Kreft, A Taylor, P Denelle, J Schrader… - New …, 2023 - Wiley Online Library
Despite the paramount role of plant diversity for ecosystem functioning, biogeochemical
cycles, and human welfare, knowledge of its global distribution is still incomplete, hampering …

A comparison between Ensemble and MaxEnt species distribution modelling approaches for conservation: A case study with Egyptian medicinal plants

E Kaky, V Nolan, A Alatawi, F Gilbert - Ecological Informatics, 2020 - Elsevier
Understanding the relationship between the geographical distribution of taxa and their
environmental conditions is a key concept in ecology and conservation. The use of …

Different facets of the same niche: Integrating citizen science and scientific survey data to predict biological invasion risk under multiple global change drivers

M Di Febbraro, L Bosso, M Fasola… - Global Change …, 2023 - Wiley Online Library
Citizen science initiatives have been increasingly used by researchers as a source of
occurrence data to model the distribution of alien species. Since citizen science presence …

A new malaria vector in Africa: Predicting the expansion range of Anopheles stephensi and identifying the urban populations at risk

ME Sinka, S Pironon, NC Massey, J Longbottom… - Proceedings of the …, 2020 - pnas.org
In 2012, an unusual outbreak of urban malaria was reported from Djibouti City in the Horn of
Africa and increasingly severe outbreaks have been reported annually ever since …

Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models

T Hao, J Elith, JJ Lahoz‐Monfort… - Ecography, 2020 - Wiley Online Library
Predictive performance is important to many applications of species distribution models
(SDMs). The SDM 'ensemble'approach, which combines predictions across different …