Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.ecolind.2022.109789 |
Woody plant cover trends and potential drivers in the Horqin temperate steppe, northeast China: Remote sensing-based computation and modeling | |
Chen, Qian; Yang, Xiaohui; Kwon, SeMyung; Li, Yiran; Liu, Jiankang; Zhang, Kebin![]() | |
通讯作者 | Zhang, KB |
来源期刊 | ECOLOGICAL INDICATORS
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ISSN | 1470-160X |
EISSN | 1872-7034 |
出版年 | 2023 |
卷号 | 146 |
英文摘要 | The Horqin temperate steppe is the largest grassland in northern China. With the combined disturbance of multiple potential drivers, the native herbaceous vegetation has degraded with different intensity, and woody plants have transformed into the dominant vegetation in this area. On the one hand, woody plants play an important role in sand control, food/timber product provision, etc. On the other hand, this transformation process significantly affects the steppe ecosystem structure and function. It is necessary to clarify the patterns and determinants of woody plant cover changes. In view of the lack of high spatio-temporal resolution remote sensing data for woody cover. Here, based on high-resolution satellite images and the random forest model, the study reports the annual mean woody plant cover of the Horqin temperate steppe is 17.55 % over the past 35 years, and the significant increase area is approximately 43.7 % of the total area. Analysis of the boosted regression tree model showed potential drivers were mainly attributed to climate change (i.e., mean annual temperature, mean annual wind speed, and annual precipitation) and grazing intensity, with the cumulative contribution approaching 70 %. Furthermore, large-scale and high-density afforestation could also be responsible for the increase in woody plant cover. Against the background of frequent climate extremes, maintaining and improving steppe productivity, avoiding regional climate deterioration caused by blind afforestation, and developing a reasonable grazing management policy is the urgently needed to ensure the relative ecological stability of semiarid temperate steppes and to achieve relatively sustainable development of the regional agro-pastoral economy. |
英文关键词 | Semi -arid steppe Woody plant cover Driver analysis Random forest Boosted regression tree |
类型 | Article |
语种 | 英语 |
开放获取类型 | gold |
收录类别 | SCI-E |
WOS记录号 | WOS:000900174200001 |
WOS关键词 | SHRUB ENCROACHMENT ; CLIMATE-CHANGE ; SANDY LAND ; TREE COVER ; FOREST ; VEGETATION ; DESERTIFICATION ; PRECIPITATION ; GRASSLAND ; ECOSYSTEM |
WOS类目 | Biodiversity Conservation ; 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/2XILL650/395913 |
推荐引用方式 GB/T 7714 | Chen, Qian,Yang, Xiaohui,Kwon, SeMyung,et al. Woody plant cover trends and potential drivers in the Horqin temperate steppe, northeast China: Remote sensing-based computation and modeling[J],2023,146. |
APA | Chen, Qian,Yang, Xiaohui,Kwon, SeMyung,Li, Yiran,Liu, Jiankang,&Zhang, Kebin.(2023).Woody plant cover trends and potential drivers in the Horqin temperate steppe, northeast China: Remote sensing-based computation and modeling.ECOLOGICAL INDICATORS,146. |
MLA | Chen, Qian,et al."Woody plant cover trends and potential drivers in the Horqin temperate steppe, northeast China: Remote sensing-based computation and modeling".ECOLOGICAL INDICATORS 146(2023). |
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