Development and application of a hybrid model to analyze spatial distribution of macroinvertebrates under flow regulation in the Lijiang River

被引:18
作者
Chen, Qiuwen [1 ,2 ]
Yang, Qingrui [1 ]
Lin, Yuqing [3 ]
机构
[1] RCEES Chinese Acad Sci, Beijing 100085, Peoples R China
[2] China Three Gorges Univ, Yichang 443002, Peoples R China
[3] UNESCO IHE, NL-2601 DA Delft, Netherlands
基金
中国国家自然科学基金;
关键词
Flow regulation; Macroinvertebrate distribution; Hybrid model; Habitat module; Water quality module; ARTIFICIAL NEURAL-NETWORKS; ENVIRONMENTAL FLOWS; COMMUNITY STRUCTURE; WATER-QUALITY; ASSEMBLAGES; HABITAT; FISH; MANAGEMENT; DISCHARGE; OPTIMIZATION;
D O I
10.1016/j.ecoinf.2011.08.001
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Alteration of natural flow regime due to reservoir operation imposes serious impacts on the aquatic ecosystem. To investigate the effects on the spatial distribution of macroinvertebrates, this study developed a hybrid ecohydraulics model which integrated a two-dimensional water quality module with an artificial neural network (ANN) based macroinvertebrate habitat module. The developed model was applied to a compound channel in the middle of the Lijiang River, where the flow in dry season has been largely modified by the Qingshitan Reservoir in the upstream. Semisulcospira amurensis (S. amurensis) which is the dominant macroinvertebrate species in the whole river basin was studied. The simulation and comparison results indicate that in general the flow regulation in dry season has negative impacts on the distribution of S. amurensis. The distribution area decreases, and in particular it becomes seriously fragmented. The model can be used through scenario analyses to adjust reservoir operation, so as to improve river management for ecological interest. In addition, the hybrid approach proposed in the paper has great potentials in studying this type of problems. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:407 / 413
页数:7
相关论文
共 54 条
  • [1] Comparison of modelling techniques to predict macroinvertebrate community composition in rivers of Ethiopia
    Ambelu, Argaw
    Lock, Koen
    Goethals, Peter
    [J]. ECOLOGICAL INFORMATICS, 2010, 5 (02) : 147 - 152
  • [2] Seasonal dynamics of zooplankton in a shallow eutrophic, man-made hyposaline lake in Delhi (India): role of environmental factors
    Arora, Jyoti
    Mehra, N. K.
    [J]. HYDROBIOLOGIA, 2009, 626 (01) : 27 - 40
  • [3] An evaluation of three statistical methods used to model resource selection
    Baasch, David M.
    Tyre, Andrew J.
    Millspaugh, Joshua J.
    Hygnstrom, Scott E.
    Vercauteren, Kurt C.
    [J]. ECOLOGICAL MODELLING, 2010, 221 (04) : 565 - 574
  • [4] Effects of water-depth and water-level fluctuations on the macroinvertebrate community structure in the littoral zone of Lake Constance
    Baumgaertner, Daniel
    Moertl, Martin
    Rothhaupt, Karl-Otto
    [J]. HYDROBIOLOGIA, 2008, 613 (1) : 97 - 107
  • [5] The distribution of macroinvertebrate assemblages in a reach of the River Allier (France), in relation to riverbed characteristics
    Beauger, A.
    Lair, N.
    Reyes-Marchant, P.
    Peiry, J. -L.
    [J]. HYDROBIOLOGIA, 2006, 571 (1) : 63 - 76
  • [6] Hydraulic microhabitats and the distribution of macroinvertebrate assemblages in riffles
    Brooks, AJ
    Haeusler, T
    Reinfelds, I
    Williams, S
    [J]. FRESHWATER BIOLOGY, 2005, 50 (02) : 331 - 344
  • [7] Hydroinformatics techniques in eco-environmental modelling and management
    Chen, Qiuwen
    Morales-Chaves, Yenory
    Li, Hong
    Mynett, Arthur E.
    [J]. JOURNAL OF HYDROINFORMATICS, 2006, 8 (04) : 297 - 316
  • [8] Cellular-automata-based ecological and ecohydraulics modelling
    Chen, Qiuwen
    Ye, Fei
    Li, Weifeng
    [J]. JOURNAL OF HYDROINFORMATICS, 2009, 11 (3-4) : 252 - 265
  • [9] Effects of cell size and configuration in cellular automata based prey-predator modelling
    Chen, QW
    Mynett, AE
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2003, 11 (7-8) : 609 - 625
  • [10] A robust fuzzy logic approach to modelling algae biomass
    Chen, QW
    Mynett, AE
    [J]. JOURNAL OF HYDRAULIC RESEARCH, 2004, 42 (03) : 303 - 309