Modelling fish communities in relation to water quality in the impounded lakes of China's South-to-North Water Diversion Project
文献类型:期刊论文
作者 | Guo, Chuanbo1; Chen, Yushun1,2; Liu, Han1,2; Lu, Yin1,2; Qu, Xiao1,2; Yuan, Hui3; Lek, Sovan1,4; Xie, Songguang1,2 |
刊名 | ECOLOGICAL MODELLING |
出版日期 | 2019-04-01 |
卷号 | 397期号:1页码:25-35 |
ISSN号 | 0304-3800 |
关键词 | Ensemble modelling Fish communities Ecological impacts Machine learning South-to-North Water Diversion Project Water quality changes |
DOI | 10.1016/j.ecolmodel.2019.01.014 |
英文摘要 | Large scale inter-basin water diversion projects would have a set of ecological and environmental impacts on aquatic ecosystems. However, knowledge regarding water transfer induced water quality changes in determining fish communities in the impounding ecosystems remain largely unknown. In the current study, we filled this research gap by using a set of machine learning algorithms to ensemble modelling fish community indices with water quality indicators in the impounded lakes along the eastern route of China's South-to-North Water Diversion Project (SNWDP). Overall, our results realed that water quality changes can be good predictors for the variation of fish community structures in these lakes. Although different model techniques highlighted different variable importance of water quality in determining fish communities, there is generally a consensus that the hydrological related water quality indicators like: water clarity (e.g., total suspended solids) and nutrient loading (e.g., phosphate) contributed the most to the changes of fish communities. Our results also indicated that water diversions could bring knock-on effects on fish communities. Thus, more attention should be paid to long-term ecological effects from future water diversions. |
WOS关键词 | SPECIES DISTRIBUTIONS ; CLIMATE-CHANGE ; SHALLOW LAKES ; ASSEMBLAGES ; RIVER ; PATTERNS ; UNCERTAINTY ; RICHNESS ; IMPACTS ; MACROPHYTES |
资助项目 | National Natural Science Foundation of China[31602158] ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences)[QYZDB-SSW-SMC041] ; Chinese Academy of Sciences (Feature Institute Program)[Y55Z06] ; Chinese Academy of Sciences (Hundred Talent Program)[Y62302] ; Chinese Academy of Sciences (Institute Talent Program)[Y45Z04] |
WOS研究方向 | Environmental Sciences & Ecology |
语种 | 英语 |
出版者 | ELSEVIER SCIENCE BV |
WOS记录号 | WOS:000461402100003 |
资助机构 | National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Key Research Program of Frontier Sciences) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Feature Institute Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Hundred Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) ; Chinese Academy of Sciences (Institute Talent Program) |
源URL | [http://ir.ihb.ac.cn/handle/342005/31648] |
专题 | 水生生物研究所_淡水生态学研究中心_期刊论文 |
通讯作者 | Chen, Yushun |
作者单位 | 1.Chinese Acad Sci, Inst Hydrobiol, State Key Lab Freshwater Ecol & Biotechnol, Wuhan 430072, Hubei, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Fisheries Management Commiss Gao Bao Shaobo Lakes, Yangzhou 225009, Jiangsu, Peoples R China 4.Univ Paul Sabatier, CNRS, UMR EDB 5174, F-31062 Toulouse, France |
推荐引用方式 GB/T 7714 | Guo, Chuanbo,Chen, Yushun,Liu, Han,et al. Modelling fish communities in relation to water quality in the impounded lakes of China's South-to-North Water Diversion Project[J]. ECOLOGICAL MODELLING,2019,397(1):25-35. |
APA | Guo, Chuanbo.,Chen, Yushun.,Liu, Han.,Lu, Yin.,Qu, Xiao.,...&Xie, Songguang.(2019).Modelling fish communities in relation to water quality in the impounded lakes of China's South-to-North Water Diversion Project.ECOLOGICAL MODELLING,397(1),25-35. |
MLA | Guo, Chuanbo,et al."Modelling fish communities in relation to water quality in the impounded lakes of China's South-to-North Water Diversion Project".ECOLOGICAL MODELLING 397.1(2019):25-35. |
入库方式: OAI收割
来源:水生生物研究所
其他版本
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。