Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1080/15324982.2022.2042751 |
Predicting habitat suitability for the endangered species Hedysarum criniferum Boiss. using a fuzzy model in the semi-arid zone in Iran | |
Hayati, Javid; Matinkhah, SayedHamid; Bashari, Hossein; Tarkesh Esfahani, Mostafa; Karimzadeh, Hamid Reza | |
通讯作者 | Bashari, H |
来源期刊 | ARID LAND RESEARCH AND MANAGEMENT
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ISSN | 1532-4982 |
EISSN | 1532-4990 |
出版年 | 2022 |
卷号 | 36期号:3页码:344-369 |
英文摘要 | The present study explored the habitat suitability for an endangered species, Hedysarum criniferum, in Iran using fuzzy logic. We measured 24 environmental variables including soil, climate, and physiographic variables of eight natural habitats of H. criniferum as the predictive variables and the percent cover of the species as the response variable. The most important environmental factors influencing species distribution and the species response curves were determined by principal component analysis (PCA) and the generalized linear model, respectively. The tolerance range and the optimal growth point of the studied species with respect to the environmental factors were specified, the ranges were divided into 11 classes by fuzzy value, and the fuzzy functions of the environmental factors were calculated. The species habitats were classified by the developed fuzzy model. Three regions with no H. criniferum occurrence were selected to determine their fuzzy suitability. The success in germination and shoot growth length of H. criniferum were used as the metrics of the habitat suitability in these regions. Based on the PCA, H. criniferum occurrence was most strongly affected by soil Mg, K, and Ca content, soil pH, wind speed, annual minimum temperature, slope, and altitude. The results revealed that the seedling length and germination percentage in the site with the fuzzy suitability of 0.6 differed from those in the two other sites with the fuzzy suitability of 0.5 and 0.3 significantly. The method used in this study can be employed in predicting optimal habitats for other endangered species in different ecosystems. |
英文关键词 | Environmental factors restoration semi-arid rangelands suitability map |
类型 | Article |
语种 | 英语 |
收录类别 | SCI-E |
WOS记录号 | WOS:000778840300001 |
WOS关键词 | CLIMATE-CHANGE ; VEGETATION ; PERFORMANCE ; DESERT ; SYSTEM ; RISK ; GIS |
WOS类目 | Environmental Sciences ; Soil Science |
WOS研究方向 | Environmental Sciences & Ecology ; Agriculture |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/391894 |
推荐引用方式 GB/T 7714 | Hayati, Javid,Matinkhah, SayedHamid,Bashari, Hossein,et al. Predicting habitat suitability for the endangered species Hedysarum criniferum Boiss. using a fuzzy model in the semi-arid zone in Iran[J],2022,36(3):344-369. |
APA | Hayati, Javid,Matinkhah, SayedHamid,Bashari, Hossein,Tarkesh Esfahani, Mostafa,&Karimzadeh, Hamid Reza.(2022).Predicting habitat suitability for the endangered species Hedysarum criniferum Boiss. using a fuzzy model in the semi-arid zone in Iran.ARID LAND RESEARCH AND MANAGEMENT,36(3),344-369. |
MLA | Hayati, Javid,et al."Predicting habitat suitability for the endangered species Hedysarum criniferum Boiss. using a fuzzy model in the semi-arid zone in Iran".ARID LAND RESEARCH AND MANAGEMENT 36.3(2022):344-369. |
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