IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i21p13755-d951617.html
   My bibliography  Save this article

Water Quality Variation Law and Prediction Method of a Small Reservoir in China

Author

Listed:
  • Yu Yu

    (School of Water Conservancy and Environmental Engineering, Zhejiang University of Water Resources and Electric Power, Hangzhou 310000, China)

  • Yu Bai

    (School of Water Conservancy and Environmental Engineering, Zhejiang University of Water Resources and Electric Power, Hangzhou 310000, China)

  • Yingying Ni

    (Ningbo Hydrological Station, Ningbo 315000, China)

  • Yi Luo

    (Ningbo Hydrological Station, Ningbo 315000, China)

  • Shafique Junejo

    (Department of Geography, University of SIndh, Jamshoro 76080, Pakistan)

Abstract

Compared with the attention of large reservoirs, the water quality of small reservoirs also needs attention. In recent years, the problem of reservoir water quality has become increasingly serious. How to predict reservoir water quality may be an urgent problem to be solved. Taking the Yangmeiling reservoir as an example, this paper collects the hydrological and water quality data of the Yangmeiling reservoir in the last ten years, analyzes the relationship between hydrological and water quality data, and uses a machine learning method to simulate the relationship between water quality and hydrological data. The results show that the water quality of small reservoirs can be simply linked with hydrological data and can be predicted through hydrological data, and has high simulation accuracy. This method can be popularized in the simulation and prediction of the water quality of small reservoirs; it does not provide a theoretical basis for the water quality management of small reservoirs.

Suggested Citation

  • Yu Yu & Yu Bai & Yingying Ni & Yi Luo & Shafique Junejo, 2022. "Water Quality Variation Law and Prediction Method of a Small Reservoir in China," Sustainability, MDPI, vol. 14(21), pages 1-14, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:13755-:d:951617
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/21/13755/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/21/13755/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jesús Barrena-González & Jesús Rodrigo-Comino & Yeboah Gyasi-Agyei & Manuel Pulido Fernández & Artemi Cerdà, 2020. "Applying the RUSLE and ISUM in the Tierra de Barros Vineyards (Extremadura, Spain) to Estimate Soil Mobilisation Rates," Land, MDPI, vol. 9(3), pages 1-17, March.
    2. Ehsan Moradi & Jesús Rodrigo-Comino & Enric Terol & Gaspar Mora-Navarro & Alexandre Marco da Silva & Ioannis N. Daliakopoulos & Hassan Khosravi & Manuel Pulido Fernández & Artemi Cerdà, 2020. "Quantifying Soil Compaction in Persimmon Orchards Using ISUM (Improved Stock Unearthing Method) and Core Sampling Methods," Agriculture, MDPI, vol. 10(7), pages 1-18, July.
    3. Manuel López-Vicente & Elena Calvo-Seas & Sara Álvarez & Artemi Cerdà, 2020. "Effectiveness of Cover Crops to Reduce Loss of Soil Organic Matter in a Rainfed Vineyard," Land, MDPI, vol. 9(7), pages 1-16, July.
    4. Xiao, Dengpan & Liu, De Li & Feng, Puyu & Wang, Bin & Waters, Cathy & Shen, Yanjun & Qi, Yongqing & Bai, Huizi & Tang, Jianzhao, 2021. "Future climate change impacts on grain yield and groundwater use under different cropping systems in the North China Plain," Agricultural Water Management, Elsevier, vol. 246(C).
    Full references (including those not matched with items on IDEAS)

    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. Shahab S. Band & Saeid Janizadeh & Sunil Saha & Kaustuv Mukherjee & Saeid Khosrobeigi Bozchaloei & Artemi Cerdà & Manouchehr Shokri & Amirhosein Mosavi, 2020. "Evaluating the Efficiency of Different Regression, Decision Tree, and Bayesian Machine Learning Algorithms in Spatial Piping Erosion Susceptibility Using ALOS/PALSAR Data," Land, MDPI, vol. 9(10), pages 1-23, September.
    2. Omamuyovwi Gbejewoh & Saskia Keesstra & Erna Blancquaert, 2021. "The 3Ps (Profit, Planet, and People) of Sustainability amidst Climate Change: A South African Grape and Wine Perspective," Sustainability, MDPI, vol. 13(5), pages 1-23, March.
    3. Valentina Quintarelli & Emanuele Radicetti & Enrica Allevato & Silvia Rita Stazi & Ghulam Haider & Zainul Abideen & Safia Bibi & Aftab Jamal & Roberto Mancinelli, 2022. "Cover Crops for Sustainable Cropping Systems: A Review," Agriculture, MDPI, vol. 12(12), pages 1-21, December.
    4. Yang, Yanmin & Yang, Yonghui & Han, Shumin & Li, Huilong & Wang, Lu & Ma, Qingtao & Ma, Lexin & Wang, Linna & Hou, Zhenjun & Chen, Li & Liu, De Li, 2023. "Comparison of water-saving potential of fallow and crop change with high water-use winter-wheat – summer-maize rotation," Agricultural Water Management, Elsevier, vol. 289(C).
    5. Héctor Iván Bedolla-Rivera & María de la Luz Xochilt Negrete-Rodríguez & Miriam del Rocío Medina-Herrera & Francisco Paúl Gámez-Vázquez & Dioselina Álvarez-Bernal & Midory Samaniego-Hernández & Alfred, 2020. "Development of a Soil Quality Index for Soils under Different Agricultural Management Conditions in the Central Lowlands of Mexico: Physicochemical, Biological and Ecophysiological Indicators," Sustainability, MDPI, vol. 12(22), pages 1-24, November.
    6. Saskia Keesstra & Saskia Visser & Margot De Cleen, 2021. "Achieving Land Degradation Neutrality: A Robust Soil System Forms the Basis for Nature-Based Solutions," Land, MDPI, vol. 10(12), pages 1-4, November.
    7. Zheng, Haijin & Nie, Xiaofei & Liu, Zhao & Mo, Minghao & Song, Yuejun, 2021. "Identifying optimal ridge practices under different rainfall types on runoff and soil loss from sloping farmland in a humid subtropical region of Southern China," Agricultural Water Management, Elsevier, vol. 255(C).
    8. Shangyi Lou & Jin He & Hongwen Li & Qingjie Wang & Caiyun Lu & Wenzheng Liu & Peng Liu & Zhenguo Zhang & Hui Li, 2021. "Current Knowledge and Future Directions for Improving Subsoiling Quality and Reducing Energy Consumption in Conservation Fields," Agriculture, MDPI, vol. 11(7), pages 1-17, June.
    9. Alessia Cogato & Andrea Pezzuolo & Claus Grøn Sørensen & Roberta De Bei & Marco Sozzi & Francesco Marinello, 2020. "A GIS-Based Multicriteria Index to Evaluate the Mechanisability Potential of Italian Vineyard Area," Land, MDPI, vol. 9(11), pages 1-17, November.
    10. Yanyuan Zhang & Cong Xu & Min Xia, 2021. "Can Land Consolidation Reduce the Soil Erosion of Agricultural Land in Hilly Areas? Evidence from Lishui District, Nanjing City," Land, MDPI, vol. 10(5), pages 1-14, May.
    11. Manuel López-Vicente & Sara Álvarez & Elena Calvo-Seas & Artemi Cerdà, 2022. "Sustainability by Function (SbF): A Case Study in a Rainfed Vineyard to Reduce the Loss of Soil Nutrients," Land, MDPI, vol. 11(7), pages 1-16, July.
    12. Zhang, Xueliang & Ding, Beibei & Hou, Yonghao & Feng, Puyu & Liu, De Li & Srinivasan, Raghavan & Chen, Yong, 2024. "Assessing the feasibility of sprinkler irrigation schemes and their adaptation to future climate change in groundwater over-exploitation regions," Agricultural Water Management, Elsevier, vol. 292(C).
    13. Fan, Xiangyu & Schütze, Niels, 2024. "Assessing crop yield and water balance in crop rotation irrigation systems: Exploring sensitivity to soil hydraulic characteristics and initial moisture conditions in the North China Plain," Agricultural Water Management, Elsevier, vol. 300(C).
    14. Bingfan Wang & Zhaoyang Li & Zihan Liu & Jinwen Pang & Peng Zhang & Zhikuan Jia, 2023. "Effects of Future Climate Change on Spring Maize Yield and Water Use Efficiency under Film Mulching with Different Materials in the LOESS Plateau Region of China," Agriculture, MDPI, vol. 13(6), pages 1-19, June.
    15. Agnieszka Urbanowska & Małgorzata Kabsch-Korbutowicz & Christian Aragon-Briceño & Mateusz Wnukowski & Artur Pożarlik & Lukasz Niedzwiecki & Marcin Baranowski & Michał Czerep & Przemysław Seruga & Hali, 2021. "Cascade Membrane System for Separation of Water and Organics from Liquid By-Products of HTC of the Agricultural Digestate—Evaluation of Performance," Energies, MDPI, vol. 14(16), pages 1-18, August.
    16. Ara Jeong & Ronald I. Dorn & Yeong-Bae Seong & Byung-Yong Yu, 2021. "Acceleration of Soil Erosion by Different Land Uses in Arid Lands above 10 Be Natural Background Rates: Case Study in the Sonoran Desert, USA," Land, MDPI, vol. 10(8), pages 1-28, August.
    17. Gökçen Yakupoğlu & Kadir Saltalı & Jesus Rodrigo-Comino & Tuğrul Yakupoğlu & Artemi Cerda, 2022. "Manure Effect on Soil–Plant Interactions in Capia Pepper Crops under Semiarid Climate Conditions," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    18. Tianyu Qin & Lan Wang & Jianshe Zhao & Gaifang Zhou & Caihong Li & Liyue Guo & Gaoming Jiang, 2022. "Effects of Straw Mulching Thickness on the Soil Health in a Temperate Organic Vineyard," Agriculture, MDPI, vol. 12(11), pages 1-14, October.
    19. Chuang Liu & Huiyi Yang & Kate Gongadze & Paul Harris & Mingbin Huang & Lianhai Wu, 2022. "Climate Change Impacts on Crop Yield of Winter Wheat ( Triticum aestivum ) and Maize ( Zea mays ) and Soil Organic Carbon Stocks in Northern China," Agriculture, MDPI, vol. 12(5), pages 1-12, April.
    20. Abazar Esmali Ouri & Mohammad Golshan & Saeid Janizadeh & Artemi Cerdà & Assefa M. Melesse, 2020. "Soil Erosion Susceptibility Mapping in Kozetopraghi Catchment, Iran: A Mixed Approach Using Rainfall Simulator and Data Mining Techniques," Land, MDPI, vol. 9(10), pages 1-18, October.

    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:gam:jsusta:v:14:y:2022:i:21:p:13755-:d:951617. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.