Arid
DOI10.3233/JIFS-169624
Application of intelligent forewarning system for desertification in China
Meng, Xianyong1,2,3,4,5; Liu, Qing5; Wang, Hao2,3,5
通讯作者Meng, Xianyong ; Liu, Qing ; Wang, Hao
来源期刊JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
ISSN1064-1246
EISSN1875-8967
出版年2018
卷号35期号:3页码:2721-2730
英文摘要

Based on the climatic, surface and human factors of desertification, an index system and an intelligent model of desertification forewarning are established for the downstream of Tarim River. Based on the remote sensing, climate, land surface, and human data in 1990, 2000, and 2006, the ArcGIS software is used to quantify and rasterize the data of each factor. The forewarning model reveals the distribution of desertification degree in the three study periods on a scale of 30 x 30 m and the results are used to conduct the correction and verification of model parameters. The development trend of desertification in the study area in 2015 is then forecasted under the conditions of "intermittent water conveyance" and "no water conveyance" respectively. Through the parameter correction, the accuracy of the simulated distribution of desertification degree can be more than 90%, showing a good performance of the model. The intermittent water conveyance plays a certain role in the reversal of desertification in the downstream of Tarim River, which is a necessary measure to prevent a complete desertification. However, the reversal effect is only confined to a limited extent along the river channel and cannot thoroughly change the current situation of desertification in the study area.


英文关键词Desertification intelligent forewarning model grid scale tarim river downstream ecological water
类型Article
语种英语
国家Peoples R China
收录类别SCI-E
WOS记录号WOS:000446239400011
WOS类目Computer Science, Artificial Intelligence
WOS研究方向Computer Science
来源机构中国农业大学
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/211118
作者单位1.China Agr Univ, Coll Resources & Environm Sci, Beijing, Peoples R China;
2.State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China;
3.China Inst Water Resources & Hydropower Res, Beijing, Peoples R China;
4.Univ Hong Kong HKU, Dept Civil Engn, Hong Kong, Hong Kong, Peoples R China;
5.Res Ctr Water Environm & Sustainable Dev East Asi, Zhengzhou, Henan, Peoples R China
推荐引用方式
GB/T 7714
Meng, Xianyong,Liu, Qing,Wang, Hao. Application of intelligent forewarning system for desertification in China[J]. 中国农业大学,2018,35(3):2721-2730.
APA Meng, Xianyong,Liu, Qing,&Wang, Hao.(2018).Application of intelligent forewarning system for desertification in China.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,35(3),2721-2730.
MLA Meng, Xianyong,et al."Application of intelligent forewarning system for desertification in China".JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 35.3(2018):2721-2730.
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