Log in

Ecosystem health of the Beiyun River basin (Bei**g, China) as evaluated by the method of combination of AHP and PCA

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Ecosystem services provided by river ecosystems rely on healthy ecosystem structure and ecological processes. The Bei**g-Tian**-Hebei urban is a typical water-deficient area. As an important part of the urban–rural integration construction, evaluating the health status of the Beiyun River Basin and discovering the weak links in the water environment are the basis for improving the health of the basin. In this study, analytic hierarchy process (AHP) was used to establish an evaluation index system for the Beiyun River Basin from 5 aspects including water quality, biology, ecology, hydrology, and social functions, and the principal component analysis (PCA) was then used to assign weights to the index layer. The evaluation results showed that the health evaluation results of the Beiyun River Basin in 2019 are “sub-healthy,” and the overall health status is getting worse from northwest to southeast. In the middle reaches of the region, the evaluation result is “healthy,” followed by the upstream, and the downstream is the worst. The results showed that areas with less human interference or orderly intervention are in better health. High eutrophication level, low bio-diversity, and low vegetation coverage are the main indicators that leads to poor ecosystem health in the Beiyun River Basin. For the comprehensive management of the Beiyun River, the improvement of water quality and habitat ecological restoration are key actions to the health of the upstream ecosystem. The improvement of the health status of the downstream should focus on equal emphasis on water quality and quantity, restoration of biodiversity, and improvement of the quality of the riparian ecological environment.

Graphical abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Data availability

The datasets generated and analyzed during the current study are not publicly available due research item purpose confidentiality but are available from the corresponding author on reasonable request.

References

  • Bao XY, Li HL, Wang QC (2016) Study on determination method of combined weight based on grey correlation analysis and principal component analysis. Pract Underst Math 46:129–134

    Google Scholar 

  • Bourne CM, Kehler DG, Wiersma YF, Cote D (2011) Barriers to fish passage and barriers to fish passage assessments: the impact of assessment methods and assumptions on barrier identification and quantification of watershed connectivity. Aquat Ecol 45:389–403. https://doi.org/10.1007/s10452-011-9362-z

    Article  Google Scholar 

  • Cai WW, Zhou ZY, **a JH, Wang WM, Dou CB, Zeng Z (2020) An advanced index of ecological Integrity (IEI) for assessing ecological efficiency of restauration revetments in river plain. Ecol Indic 108:12. https://doi.org/10.1016/j.ecolind.2019.105762

    Article  Google Scholar 

  • Cao M, Rivas-Ruiz P, Trapote MD, Vegas-Vilarrubia T, Rull V, Rosell-Mele A (2020) Seasonal effects of water temperature and dissolved oxygen on the isoGDGT proxy (TEX86) in a Mediterranean oligotrophic lake. Chem Geol 551:11. https://doi.org/10.1016/j.chemgeo.2020.119759

    Article  CAS  Google Scholar 

  • Cui S et al. (2020) Heavy metal contamination and ecological risk in sediment from typical suburban rivers. River Res Appl 9 https://doi.org/10.1002/rra.3701

  • de Leon GS, Aguilar-Robledo M (2009) Estimates of ecological flows in the Rio Valles with the Tennant method. Hidrobiologica 19:25–32

    Google Scholar 

  • Di Y, M, Huang BB, Ye ZH, Chang GL (2020) Study on rapid evaluation of ecological health of North Canal Bei**g. Water 52–58

  • Du LF, Xu JX, Li YB, Qu XD, Liu M, Zhang M, Yu Y (2019) Spatial pattern of fish communities in major rivers in Bei**g. Environ Sci Res 32(254):89–99

    Google Scholar 

  • Etemi FZ et al (2020) The use of macroinvertebrate based biotic indices and diversity indices to evaluate the water quality of Lepenci river basin in Kosovo. J Environ Sci Health Part A Toxicol Hazard Subst Environ Eng 55:748–758. https://doi.org/10.1080/10934529.2020.1738172

    Article  CAS  Google Scholar 

  • Fang X, Hu GL, Fan ZH, Zhang RX, Guo EH (2021) Ecological health evaluation of Dongfeng Canal in Zhengzhou city based on AHP. J Henan Agric Univ 55:544–550

    Google Scholar 

  • Fu L, Hua L, Wang JM, You AJ, Iop (2019) Indicators and criteria for river health evaluation in Zhejiang province. In: Third International Conference on Energy Engineering and Environmental Protection, vol 227. IOP Conference Series-Earth and Environmental Science. Iop Publishing Ltd, Bristol. https://doi.org/10.1088/1755-1315/227/6/062031

  • Gu XJ, Xu ZX, Liu LF, Yin XW, Wang H (2018) Evaluation of river ecosystem health in Bei**g Beiyun River. Environ Sci 39:74–85

    Google Scholar 

  • Guo W, Wang X (2014) Study on Comprehensive Evaluation of Ecological Impact of Water Management in the North Canal China. Rural Water Conserv Hydropower 31–34

  • HaRa J, Mamun M, An KG (2019) Ecological river health assessments using chemical parameter model and the index of biological integrity model. Water 11:22. https://doi.org/10.3390/w11081729

    Article  CAS  Google Scholar 

  • He HX, Niu CW, Zhou ZH, Wang H, Yang ZH, **e XM, Destech Publicat I (2016) Application of Watershed Distributed Water Quality Model for Prediction and Assessment in Nen River Basin. 2016 International Conference on Environment, Climate Change and Sustainable Development. Destech Publications, Inc, Lancaster

  • Hu XH, Zuo DP, Liu B, Huang ZF, Xu ZX (2021) Relationship between benthic communities and driving factors of water environment and evaluation of water ecological health in Beihe River system, Bei**g. Environ Sci 1–12

  • Huang S, Tang LN, Hupy JP, Wang Y, Shao GF (2021) A commentary review on the use of normalized difference vegetation index (NDVI) in the era of popular remote sensing. J For Res 6 https://doi.org/10.1007/s11676-020-01155-1

  • Jiang CH et al. (2015) Study About Ecological Security Assessment of Bei**g Valley Region Based on PSR Model-A Case Study of Puwa Valley Region in Fangshan District. 2015 4th International Conference on Energy and Environmental Protection. Destech Publications, Inc, Lancaster

  • Kakar A, Khan AN (2021) The impacts of economic and environmental factors on sustainable mega project development: role of community satisfaction and social media. Environ Sci Pollut Res 28:2753–2764. https://doi.org/10.1007/s11356-020-10661-y

    Article  Google Scholar 

  • Li X (2015) Study on the Status Quo, problems and countermeasures of flood control in the North Canal Bei**g. Water 6:6

    Google Scholar 

  • Li YZ, Chen HY, Teng YG (2020) Source apportionment and source-oriented risk assessment of heavy metals in the sediments of an urban river-lake system. Sci Total Environ 737:10. https://doi.org/10.1016/j.scitotenv.2020.140310

    Article  CAS  Google Scholar 

  • Li X, Guan Y (2018) Assessing the Regional Imbalance between Environment and Economic Development within China. In: Tseng A (ed) Proceedings of the 2018 International Conference on Energy Development and Environmental Protection, vol 174. AER-Advances in Engineering Research. Atlantis Press, Paris, pp 333–342

  • Li XS, Zeng ZX (1999) Application of principal component analysis in multi - index comprehensive evaluation method. J Hebei Univ Technol 94–97

  • Li S, Niu P, Wang W, An Y (2011) Application of Five-element Connection Number in Regional Eco-Environmental Quality Evaluation. Progress in Environmental Science and Technology, Vol Iii: Proceedings of the 2011 International Symposium on Environmental Science and Technology. Science Press Bei**g, Bei**g

  • Liao RK, Hu JY, Li YK, Li SQ (2020) Phosphorus transport in riverbed sediments and related adsorption and desorption characteristics in the Beiyun River, China. Environ Pollut 266:11. https://doi.org/10.1016/j.envpol.2020.115153

    Article  CAS  Google Scholar 

  • Lin QC, Li HE, Ieee (2010) Estimation and guarantee measures of ecological basic flow in Weihe River. In: 2010 4th International Conference on Bioinformatics and Biomedical Engineering. International Conference on Bioinformatics and Biomedical Engineering. Ieee, New York

  • Lin RF, Wang JJ (2019) Problems and Suggestions for Integrated Management of Beiyun River Basin. Environ Dev 31:47–48. https://doi.org/10.16647/j.cnki.cn15-1369/X.2019.07.027

    Article  Google Scholar 

  • Ma SQ, Yang BH, Wang M, Xu ZW, Yin XW (2019) Characteristics of rotifer community structure in spring and autumn in Beiyun River system and its relationship with water environmental factors. J Environ Sci 46:345–349

    Google Scholar 

  • Niu L, Gao L, Li Y, Zhang W, Yang N (2018) Weight-based urban inland river ecological system health evaluation method, involves obtaining microbial community integrity index to divide evaluation level, and determining reliability of microbial integrity index evaluation result. CN109063962-A

  • Peng T, Deng HW (2020) Comprehensive evaluation on water resource carrying capacity based on DPESBR framework: A case study in Guiyang, southwest China. J Clean Prod 268:13. https://doi.org/10.1016/j.jclepro.2020.122235

    Article  Google Scholar 

  • Pereda O, von Schiller D, Garcia-Baquero G, Mor JR, Acuna V, Sabater S, Elosegi A (2021) Combined effects of urban pollution and hydrological stress on ecosystem functions of Mediterranean streams. Sci Total Environ 753:11. https://doi.org/10.1016/j.scitotenv.2020.141971

    Article  CAS  Google Scholar 

  • Rubinato M, Luo M, Zheng X, Pu JH, Shao SD (2020) Advances in Modelling and Prediction on the Impact of Human Activities and Extreme Events on Environments. Water 12:9. https://doi.org/10.3390/w12061768

    Article  Google Scholar 

  • Sun BD, Tang JC, Yu DH, Song ZW, Wang PG (2019) Ecosystem health assessment: A PSR analysis combining AHP and FCE methods for Jiaozhou Bay, China. Ocean Coast Manag 168:41–50. https://doi.org/10.1016/j.ocecoaman.2018.10.026

    Article  Google Scholar 

  • Wu H et al (2020a) Evaluating surface water quality using water quality index in Beiyun River, China. Environ Sci Pollut Res Int 27:35449–35458. https://doi.org/10.1007/s11356-020-09682-4

    Article  CAS  Google Scholar 

  • Wu JT, Mao RC, Li MY, **a J, Song JX, Cheng DD, Sun HT (2020b) Assessment of aquatic ecological health based on determination of biological community variability of fish and macroinvertebrates in the Weihe River Basin, China. J Environ Manage 267:13. https://doi.org/10.1016/j.jenvman.2020.110651

    Article  CAS  Google Scholar 

  • Wu HH et al (2021) Health risk assessment based on source identification of heavy metals: A case study of Beiyun River, China. Ecotoxicol Environ Saf 213:112046–112046. https://doi.org/10.1016/j.ecoenv.2021.112046

    Article  CAS  Google Scholar 

  • Xu W, Dong ZC, Ren L, Ren J, Guan XK, Zhong DY (2019) Using an improved interval technique for order preference by similarity to ideal solution to assess river ecosystem health. J Hydroinform 21:624–637. https://doi.org/10.2166/hydro.2019.133

    Article  Google Scholar 

  • Zhang F, Zhang JQ, Wu R, Ma QY, Yang J (2016) Ecosystem health assessment based on DPSIRM framework and health distance model in Nansi Lake, China Stoch. Environ Res Risk Assess 30:1235–1247. https://doi.org/10.1007/s00477-015-1109-2

    Article  Google Scholar 

  • Zhang X, Meng Y, **a J, Wu B, She DX (2018) A combined model for river health evaluation based upon the physical, chemical, and biological elements. Ecol Indic 84:416–424. https://doi.org/10.1016/j.ecolind.2017.08.049

    Article  CAS  Google Scholar 

  • Zhang YF, Huang BB, Li TY, Li WZ, Liu KX (2021) Discussion on the technology of water quantity guarantee and habitat construction of river and lake system in Bei**g Bei**g. Water 48–51

Download references

Acknowledgements

This research was supported by the Water Pollution Control and Treatment of the National Science and Technology Major Project (2018ZX07111003).

Funding

This research was supported by the Water Pollution Control and Treatment of the National Science and Technology Major Project (2018ZX07111003).

Author information

Authors and Affiliations

Authors

Contributions

Qh Y: conceptualization, methodology, software, investigation, resources, data curation, writing-original draft preparation

Hh W: data curation, writing-original draft preparation, resources, formal analysis, conceptualization

Yq Z: investigation, resources, data curation

Yh Z: investigation, resources, data curation

Y Z: visualization, investigation, project administration

Rh Y: visualization, investigation, project administration, funding acquisition

Wj Y: validation, supervision, conceptualization

All authors read and approved the final manuscript.

Corresponding author

Correspondence to Wenjie Yang.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Marcus Schulz

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 174 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yuan, Q., Wu, H., Zhao, Y. et al. Ecosystem health of the Beiyun River basin (Bei**g, China) as evaluated by the method of combination of AHP and PCA. Environ Sci Pollut Res 29, 39116–39130 (2022). https://doi.org/10.1007/s11356-021-17616-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-17616-x

Keywords

Navigation