KMS Chongqing Institute of Green and Intelligent Technology, CAS
| Spatial and temporal relation rule acquisition of eutrophication in Da'ning River based on rough set theory | |
Yan, Hu Yong1; Zhang, Xue Rui1; Dong, Jian Hua1; Shang, Ming Sheng1; Shan, Kun1 ; Wu, Di1; Yuan, Ye1; Wang, Xu1,2; Meng, Hui1; Huang, Yu1
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| 2016-07-01 | |
| 摘要 | Since the mechanisms of eutrophication are complicated and many other factors affect these mechanisms, methods such as quantitative statistics and numerical simulation, have their limitations in analyzing the spatiotemporal relations of eutrophication. The rough set theory (RST) was used to describe the spatiotemporal relations of eutrophication in Da'ning River without any of other prior knowledge. Rules of relations in time and space affecting eutrophication in the Da'ning River backwater area were extracted by taking representation of relations in time and space among eutrophication at a long river section of Da'ning River backwater area, by taking nine sets of encrypted monitoring data in 2003 as example, and by making season, area and eutrophication level as the decision attributes, respectively, to represent specific features of the eutrophication phenomenon in the Da'ning River backwater area from the points of view of time, space, and level by analysis of spatiotemporal relationship rules. This study result shows that the temporal and spatial differences between eutrophication phenomena in the long river section of the Da'ning River backwater area are significant. Eutrophication for each section is less serious in autumn, more in spring and most in summer. Eutrophication degree gradually decreases from estuary to upstream, which is in conformity with reality. The RST of eutrophication in Da'ning River may inform environmental decision-makers and assist them in making more cost-effective decisions. (C) 2016 Elsevier Ltd. All rights reserved. |
| 关键词 | Rough set Spatiotemporal relation Eutrophication Rule extraction |
| DOI | 10.1016/j.ecolind.2016.01.032 |
| 发表期刊 | ECOLOGICAL INDICATORS
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| ISSN | 1470-160X |
| 卷号 | 66页码:180-189 |
| WOS记录号 | WOS:000388912300018 |
| 语种 | 英语 |
