IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v212y2019icp48-59.html
   My bibliography  Save this article

Modeling nutrients in Lake Dianchi (China) and its watershed

Author

Listed:
  • Li, Xiaolin
  • Janssen, Annette B.G.
  • de Klein, Jeroen J.M.
  • Kroeze, Carolien
  • Strokal, Maryna
  • Ma, Lin
  • Zheng, Yi

Abstract

Lake Dianchi suffered from severe eutrophication for decades. Past efforts to reduce the eutrophication were not very effective. The objective of this study is to improve our understanding of nitrogen (N) and phosphorus (P) loadings and to analyze to what extent they exceed critical nutrient loadings of Lake Dianchi. To this end, we applied the nutrient MARINA model and the ecosystem model PCLake. Results show that river export of dissolved N and P was high in 2012. About 6 209 ton of total dissolved N (TDN) was exported to the lake (i.e. 23.6 kg ha−1), of which more than two-thirds in the form of dissolved inorganic N. For total dissolved P, this export was about 413 ton (i.e. 1.6 kg ha−1), of which 75% dissolved inorganic P. Urban sewage is a major source of nutrients in rivers in the northern sub-basins. In southern sub-basins, agriculture is an important source of both N and P, while P mining and processing is a major source of dissolved inorganic P. Nutrient inputs to the lake are particularly high from urbanization sub-basins draining into the northern part of the lake (Caohai). Critical nutrient loadings for the northern part of the lake (Caohai) are 0.34 mg P m−2d−1 (3.06 mg N m−2d−1) and for the southern part (Waihai) 0.38 mg P m−2d−1 (3.42 mg N m−2d−1). Actual loadings exceed the critical nutrient loadings by 82 times and 17 times of Caohai and Waihai, respectively. Our study illustrates how linking MARINA with PCLake helped to quantify the causes of lake eutrophication and to identify critical loadings for N and P in the lake. Our study can assist local authorities to formulate management options to reduce nutrient pollution in Lake Dianchi in the future.

Suggested Citation

  • Li, Xiaolin & Janssen, Annette B.G. & de Klein, Jeroen J.M. & Kroeze, Carolien & Strokal, Maryna & Ma, Lin & Zheng, Yi, 2019. "Modeling nutrients in Lake Dianchi (China) and its watershed," Agricultural Water Management, Elsevier, vol. 212(C), pages 48-59.
  • Handle: RePEc:eee:agiwat:v:212:y:2019:i:c:p:48-59
    DOI: 10.1016/j.agwat.2018.08.023
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377418309387
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agwat.2018.08.023?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lewis, Gilbert N. & Auer, Martin T. & Xiang, Xinyu & Penn, Michael R., 2007. "Modeling phosphorus flux in the sediments of Onondaga Lake: Insights on the timing of lake response and recovery," Ecological Modelling, Elsevier, vol. 209(2), pages 121-135.
    2. Janse, J.H. & Scheffer, M. & Lijklema, L. & Van Liere, L. & Sloot, J.S. & Mooij, W.M., 2010. "Estimating the critical phosphorus loading of shallow lakes with the ecosystem model PCLake: Sensitivity, calibration and uncertainty," Ecological Modelling, Elsevier, vol. 221(4), pages 654-665.
    3. Yu-You Yang & Huai-Na Wu & Shui-Long Shen & Suksun Horpibulsuk & Ye-Shuang Xu & Qing-Hong Zhou, 2014. "Environmental impacts caused by phosphate mining and ecological restoration: a case history in Kunming, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(2), pages 755-770, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wu, Dongshao & Cao, Min & Gao, Wei & Duan, Zhongzhao & Zhang, Yuan, 2024. "Simulating critical nutrient loadings of regime shift in the shallow plateau Lake Dianchi," Ecological Modelling, Elsevier, vol. 491(C).
    2. Huang, Jiacong & Chen, Qiuwen & Peng, Jian & Gao, Junfeng, 2020. "Quantifying the cost-effectiveness of nutrient-removal strategies for a lowland rural watershed: Insights from process-based modeling," Ecological Modelling, Elsevier, vol. 431(C).
    3. Li, Xiaolin & Janssen, Annette B.G. & Strokal, Maryna & Kroeze, Carolien & Ma, Lin & Zhang, Yi & Zheng, Yi, 2023. "Assessing nitrogen sources in Lake Erhai: A spatially explicit modelling approach," Agricultural Water Management, Elsevier, vol. 289(C).
    4. Janssen, Annette B.G. & Teurlincx, Sven & Beusen, Arthur H.W. & Huijbregts, Mark A.J. & Rost, Jasmijn & Schipper, Aafke M. & Seelen, Laura M.S. & Mooij, Wolf M. & Janse, Jan H., 2019. "PCLake+: A process-based ecological model to assess the trophic state of stratified and non-stratified freshwater lakes worldwide," Ecological Modelling, Elsevier, vol. 396(C), pages 23-32.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kong, Xiang-Zhen & Jørgensen, Sven Erik & He, Wei & Qin, Ning & Xu, Fu-Liu, 2013. "Predicting the restoration effects by a structural dynamic approach in Lake Chaohu, China," Ecological Modelling, Elsevier, vol. 266(C), pages 73-85.
    2. Yi, Xuan & Zou, Rui & Guo, Huaicheng, 2016. "Global sensitivity analysis of a three-dimensional nutrients-algae dynamic model for a large shallow lake," Ecological Modelling, Elsevier, vol. 327(C), pages 74-84.
    3. Huang, Jiacong & Gao, Junfeng, 2017. "An improved Ensemble Kalman Filter for optimizing parameters in a coupled phosphorus model for lowland polders in Lake Taihu Basin, China," Ecological Modelling, Elsevier, vol. 357(C), pages 14-22.
    4. Jiang, Long & Li, Yiping & Zhao, Xu & Tillotson, Martin R. & Wang, Wencai & Zhang, Shuangshuang & Sarpong, Linda & Asmaa, Qhtan & Pan, Baozhu, 2018. "Parameter uncertainty and sensitivity analysis of water quality model in Lake Taihu, China," Ecological Modelling, Elsevier, vol. 375(C), pages 1-12.
    5. Li, Junmin & Huang, Ping & Zhang, Renduo, 2010. "Modeling the refuge effect of submerged macrophytes in ecological dynamics of shallow lakes: A new model of fish functional response," Ecological Modelling, Elsevier, vol. 221(17), pages 2076-2085.
    6. Zhang, Xiaoling & Liu, Yong & Guo, Huaicheng, 2016. "Cross-lake comparisons of physical and biological settling of phosphorus: A phosphorus budget model with Bayesian hierarchical approach," Ecological Modelling, Elsevier, vol. 337(C), pages 231-240.
    7. Wu, Dongshao & Cao, Min & Gao, Wei & Duan, Zhongzhao & Zhang, Yuan, 2024. "Simulating critical nutrient loadings of regime shift in the shallow plateau Lake Dianchi," Ecological Modelling, Elsevier, vol. 491(C).
    8. Jacobs, Bas & van Voorn, George & van Heijster, Peter & Hengeveld, Geerten M., 2024. "Consequences of alternative stable states for short-term model-based control of cyanobacterial blooms," Ecological Modelling, Elsevier, vol. 491(C).
    9. Li, Yuzhao & Liu, Yong & Zhao, Lei & Hastings, Alan & Guo, Huaicheng, 2015. "Exploring change of internal nutrients cycling in a shallow lake: A dynamic nutrient driven phytoplankton model," Ecological Modelling, Elsevier, vol. 313(C), pages 137-148.
    10. Lopez de Gamiz-Zearra, A. & Hansen, C. & Corrales, X. & Andonegi, E., 2024. "Increasing the reliability of the Bay of Biscay Atlantis model: A sensitivity analysis to parameters perturbations using a Morris screening approach," Ecological Modelling, Elsevier, vol. 488(C).
    11. Wang, Yanping & Peng, Zhaoliang & Liu, Gang & Zhang, Hui & Zhou, Xiangqian & Hu, Weiping, 2023. "A mathematical model for phosphorus interactions and transport at the sediment-water interface in a large shallow lake," Ecological Modelling, Elsevier, vol. 476(C).
    12. Zhang, Chen & Zhu, Zixuan & Špoljar, Maria & Kuczyńska-Kippen, Natalia & Dražina, Tvrtko & Cvetnić, Matija & Mleczek, Mirosław, 2022. "Ecosystem models indicate zooplankton biomass response to nutrient input and climate warming is related to lake size," Ecological Modelling, Elsevier, vol. 464(C).
    13. Janssen, Annette B.G. & Teurlincx, Sven & Beusen, Arthur H.W. & Huijbregts, Mark A.J. & Rost, Jasmijn & Schipper, Aafke M. & Seelen, Laura M.S. & Mooij, Wolf M. & Janse, Jan H., 2019. "PCLake+: A process-based ecological model to assess the trophic state of stratified and non-stratified freshwater lakes worldwide," Ecological Modelling, Elsevier, vol. 396(C), pages 23-32.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agiwat:v:212:y:2019:i:c:p:48-59. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agwat .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.