干旱区生态环境知识资源中心(Arid): Translating habitat class to land cover to map area of habitat of terrestrial vertebrates

Arid

DOI	10.1111/cobi.13851
	Translating habitat class to land cover to map area of habitat of terrestrial vertebrates
	Lumbierres, Maria; Dahal, Prabhat Raj; Di Marco, Moreno; Butchart, Stuart H. M.; Donald, Paul F.; Rondinini, Carlo
通讯作者	Lumbierres, M (corresponding author), Sapienza Univ Rome, Dept Biol & Biotechnol, Global Mammal Assessment Program, Viale Univ 32, I-00185 Rome, Italy.
来源期刊	CONSERVATION BIOLOGY
ISSN	0888-8892
EISSN	1523-1739
出版年	2021-11
英文摘要	Area of habitat (AOH) is defined as the habitat available to a species, that is, habitat within its range and is calculated by subtracting areas of unsuitable land cover and elevation from the range. The International Union for the Conservation of Nature (IUCN) Habitats Classification Scheme provides information on species habitat associations, and typically unvalidated expert opinion is used to match habitat to land-cover classes, which generates a source of uncertainty in AOH maps. We developed a data-driven method to translate IUCN habitat classes to land cover based on point locality data for 6986 species of terrestrial mammals, birds, amphibians, and reptiles. We extracted the land-cover class at each point locality and matched it to the IUCN habitat class or classes assigned to each species occurring there. Then, we modeled each land-cover class as a function of IUCN habitat with (SSG, using) logistic regression models. The resulting odds ratios were used to assess the strength of the association between each habitat and land-cover class. We then compared the performance of our data-driven model with those from a published translation table based on expert knowledge. We calculated the association between habitat classes and land-cover classes as a continuous variable, but to map AOH as binary presence or absence, it was necessary to apply a threshold of association. This threshold can be chosen by the user according to the required balance between omission and commission errors. Some habitats (e.g., forest and desert) were assigned to land-cover classes with more confidence than others (e.g., wetlands and artificial). The data-driven translation model and expert knowledge performed equally well, but the model provided greater standardization, objectivity, and repeatability. Furthermore, our approach allowed greater flexibility in the use of the results and uncertainty to be quantified. Our model can be modified for regional examinations and different taxonomic groups.
英文关键词	commission and omission errors Copernicus Global Land Service Land Cover (CGLS-LC100) ESA Climate Change Initiative (ESA-CCI) IUCN Habitat Classification Scheme IUCN Red List habitat suitability models errores de comision y omision Copernicus Global Land Service Land Cover (CGLS-LC100) Esquema de Clasificacion de Habitats de la UICN Iniciativa de Cambio Climatico ESA (ESA-CCI) Lista Roja de la UICN modelos de idoneidad de habitat
类型	Article ; Early Access
语种	英语
开放获取类型	hybrid, Green Published
收录类别	SCI-E
WOS记录号	WOS:000723571800001
WOS关键词	SUITABILITY MODELS ; CONSERVATION STATUS ; IMPACTS ; WATER
WOS类目	Biodiversity Conservation ; Ecology ; Environmental Sciences
WOS研究方向	Biodiversity & Conservation ; Environmental Sciences & Ecology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/374643
作者单位	[Lumbierres, Maria; Dahal, Prabhat Raj; Rondinini, Carlo] Sapienza Univ Rome, Dept Biol & Biotechnol, Global Mammal Assessment Program, Viale Univ 32, I-00185 Rome, Italy; [Lumbierres, Maria; Dahal, Prabhat Raj] BirdLife Int, Cambridge, England; [Di Marco, Moreno; Butchart, Stuart H. M.; Donald, Paul F.] Sapienza Univ Rome, Dept Biol & Biotechnol, Rome, Italy; [Butchart, Stuart H. M.; Donald, Paul F.] Univ Cambridge, Dept Zool, Conservat Sci Grp, Cambridge, England
推荐引用方式 GB/T 7714	Lumbierres, Maria,Dahal, Prabhat Raj,Di Marco, Moreno,et al. Translating habitat class to land cover to map area of habitat of terrestrial vertebrates[J],2021.
APA	Lumbierres, Maria,Dahal, Prabhat Raj,Di Marco, Moreno,Butchart, Stuart H. M.,Donald, Paul F.,&Rondinini, Carlo.(2021).Translating habitat class to land cover to map area of habitat of terrestrial vertebrates.CONSERVATION BIOLOGY.
MLA	Lumbierres, Maria,et al."Translating habitat class to land cover to map area of habitat of terrestrial vertebrates".CONSERVATION BIOLOGY (2021).