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A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD
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 …
considerable popularity in species distribution modelling, partly due to free and …
Species distribution modelling to support forest management. A literature review
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 …
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
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 …
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
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 …
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 …
models, have become commonplace for addressing fundamental and applied biodiversity …
Global models and predictions of plant diversity based on advanced machine learning techniques
Despite the paramount role of plant diversity for ecosystem functioning, biogeochemical
cycles, and human welfare, knowledge of its global distribution is still incomplete, hampering …
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
Understanding the relationship between the geographical distribution of taxa and their
environmental conditions is a key concept in ecology and conservation. The use of …
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
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 …
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
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 …
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
Predictive performance is important to many applications of species distribution models
(SDMs). The SDM 'ensemble'approach, which combines predictions across different …
(SDMs). The SDM 'ensemble'approach, which combines predictions across different …