Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3233/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
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ISSN | 1064-1246 |
EISSN | 1875-8967 |
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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