Calibration areas in ecological niche and species distribution modelling: Unravelling approaches and concepts

IF 3.4 2区 环境科学与生态学 Q2 ECOLOGY Journal of Biogeography Pub Date : 2024-03-16 DOI:10.1111/jbi.14834
Octavio Rojas-Soto, Juan S. Forero-Rodríguez, Alejandra Galindo-Cruz, Claudio Mota-Vargas, Keisy D. Parra-Henao, Alexander Peña-Peniche, Javier Piña-Torres, Karen Rojas-Herrera, Juan D. Sánchez-Rodríguez, Felipe A. Toro-Cardona, Carlos D. Trinidad-Domínguez
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Abstract

Aim

The calibration area (CA) corresponds to the geographic region used by different algorithms that estimate the species' environmental preferences and delimit its geographic distribution. This study intended to identify, test and compare current literature's most commonly employed approaches and methods for CA creation, highlighting the differences with the accessible area (M), a frequently misapplied concept.

Location

Global.

Taxon

Arthropods, amphibians, reptiles, birds and mammals.

Methods

We conducted a literature review and analysed 129 recent articles on species distribution that use correlative models to identify the methods used to establish the CA and their frequency. We also evaluated seven of the most widely used methods for 31 species from different taxa.

Results

We found that the most frequently used methods in literature corresponded to biogeographic entities (BE). Moreover, according to our evaluation, those methods that seek to establish the CA through the accessible area approach (including BE and ‘grinnell’) were the best evaluated. Finally, we highlight the advantages and disadvantages of the analysed methods in selecting CA.

Main Conclusions

Although we cannot fail to recognize the usefulness and validity of the different methods to establish CAs, we suggest calibrating ecological niche and species distribution models in light of explicit a priori hypotheses regarding the extent of accessible areas (M) as a delimitation of the CA, which theoretically includes the species' dispersal ability and its barriers. We recommend using the BE method, which is simple to establish and highly operational.

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生态位和物种分布建模中的校准区域:揭示方法和概念
目的校准区(CA)是指不同算法所使用的地理区域,这些算法用于估算物种的环境偏好并划定其地理分布。本研究旨在识别、测试和比较当前文献中最常用的建立校准区的方法和手段,并强调其与可进入区域(M)--一个经常被误用的概念--的不同之处。方法我们进行了文献综述,分析了最近129篇使用相关模型研究物种分布的文章,以识别用于建立校准区的方法及其使用频率。结果我们发现,文献中最常用的方法与生物地理实体(BE)相对应。此外,根据我们的评估,那些试图通过可进入区域方法(包括生物地理实体和 "格林奈尔")建立 CA 的方法得到了最好的评价。最后,我们强调了所分析方法在选择 CA 方面的优缺点。主要结论虽然我们不能不承认不同方法在建立 CA 方面的实用性和有效性,但我们建议根据明确的先验假设来校准生态位和物种分布模型,将可进入区域(M)的范围作为 CA 的划界,这在理论上包括物种的扩散能力及其障碍。我们建议使用 BE 方法,该方法易于建立且操作性强。
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来源期刊
Journal of Biogeography
Journal of Biogeography 环境科学-生态学
CiteScore
7.70
自引率
5.10%
发文量
203
审稿时长
2.2 months
期刊介绍: Papers dealing with all aspects of spatial, ecological and historical biogeography are considered for publication in Journal of Biogeography. The mission of the journal is to contribute to the growth and societal relevance of the discipline of biogeography through its role in the dissemination of biogeographical research.
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