Skip to main content
Springer Nature Link
Log in

Detection method of dissolved oxygen saturation in ecological water in coastal cities

  • GMGDA 2019
  • Published:
Arabian Journal of Geosciences Aims and scope Submit manuscript

Abstract

In order to monitor the dissolved oxygen saturation in the ecological water environment of coastal cities in real time, it provides a basis for the control of ecological water pollution in coastal cities. Therefore, the detection method of ecological water pollution saturation in coastal cities is studied. First, the process and principle of dissolved oxygen in the water body are solved, and the equilibrium equation of dissolved oxygen is obtained. The Mutual Information-Particle Swarm Optimization-Radial Basis Function (MI-PSO-RBF) saturation detection method is used to detect the dissolved oxygen saturation in the ecological water of coastal cities. This method preprocesses the sampling data of ecological water in coastal cities, uses mutual information theory and dissolved oxygen balance equation, and detects the saturation of ecological water pollution through particle swarm optimization RBF neural network. Experimental results show that this method can effectively detect the saturation of ecological water pollution in coastal cities. The detection accuracy of dissolved oxygen saturation in a research area in Shandong is as high as 99%, and the detection time is less than 40 ms.

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

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /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 excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

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

Similar content being viewed by others

References

  • Biel-Maeso M, Baena-Nogueras RM, Corada-Fernández C (2018) Occurrence, distribution and environmental risk of pharmaceutically active compounds (Phacs) in coastal and ocean waters from the gulf of Cadiz (SW Spain). Sci Total Environ 612(15):649–659

    Article  Google Scholar 

  • Bjorn S, Jacob S (2018) Ecological and landscape effects on genetic distance in an assemblage of headwater fishes. Ecol Freshwater Fish 27(2):617–631

    Article  Google Scholar 

  • Cécile M, Stéphanie L, Aline G (2018) Exposure to arsenic in tap water and gestational diabetes: a French semi-ecological study. Environ Res 161(3):248–255

    Google Scholar 

  • Chen L, Yi H (2019) Dynamic characteristic study of riser with complex pre-stress distribution. Polish Maritime Res 26(3):87–97

    Article  Google Scholar 

  • Chi TV, Chitsan L, Kim AN (2018) Ecological risk assessment of heavy metals sampled in sediments and water of the Houjing river, Taiwan. Environ Earth Sci 77(10):388

    Article  Google Scholar 

  • Débora R, Iara C, Marcos F (2018) Benthic foraminiferal and organic matter compounds as proxies of environmental quality in a tropical coastal lagoon: the Itaipu lagoon (Brazil). Marine Pollut Bull 129(1):114–125

    Article  Google Scholar 

  • Godoy VA, Napa-Garcia GF, Zuquette LV (2018) Determination of the sodium retardation factor using different methods: analysis of their characteristics and impact on the solute movement prediction in a structured Brazilian soil. Earth Sci Res J 22:281–289

    Article  Google Scholar 

  • Homayoun E, Ghassemi H, Ghafari H (2019) Power performance of the combined monopile wind turbine and floating buoy with heave-type wave energy converter. Polish Maritime Res 26(3):107–114

    Article  Google Scholar 

  • Konur O, Bayraktar M, Pamik M, Kuleyin B, Nuran M (2019) The energy efficiency gap in turkish maritime transportation. Polish Maritime Res 26(3):98–106

    Article  Google Scholar 

  • Li A, Li Y (2019) Numerical and experimental study on seakeeping performance of a high-speed trimaran with t-foil in head waves. Polish Maritime Res 26(3):65–77

    Article  Google Scholar 

  • Li CL, Lan JJ, Li Y (2018a) One optimization method for energy storage’s photovoltaic power station generating efficiency. Chinese J Power Sources 42(06):852–854

    Google Scholar 

  • Li J, Liang X, Zhang YN (2017) Salinization of porewater in a multiple aquitard-aquifer system in Jiangsu coastal plain, China. Hydrogeology J 25(1):1–14

    Article  Google Scholar 

  • Li S, Song LF, Zhang ZG (2019) Study on three-mode control method for four-switch buck-boost converter. J Power Supply 17(3):111–119

    Google Scholar 

  • Li XY, Liang SS, Zhang J (2018b) Correction of saturation effects in endoscopic swept-source optical coherence tomography based on dual-channel detection. J Biomed Opt 23(3):1–4

    Google Scholar 

  • Mei B, Sun LC, Shi GY, Liu X (2019) Ship maneuvering prediction using grey box framework via adaptive rm-svm with minor rudder. Polish Maritime Res 26(3):115–127

    Article  Google Scholar 

  • Michalski JP (2019) Parametric method applicable in calculating breakout force and time for lifting axisymmetric objects from seabed. Polish Maritime Res 26(3):147–152

    Article  Google Scholar 

  • Mieloszyk E, Abramski M, Milewska A (2019) CFGFRPT Piles with a circular cross-section and their application in offshore structures. Polish Maritime Res 26(3):128–137

    Article  Google Scholar 

  • Nguyen TNH, Vu NB, Tran NT et al (2019) Numerical investigating the effect of water depth on ship resistance using rans CFD method. Polish Maritime Res 26(3):56–64

    Article  Google Scholar 

  • Pei HK, Yang X, Hou LQ (2019) Infrared image detection of double circuit UHV transmission lines on the same tower. J China Acad Electron Inf Technol 14(02):212–217

    Google Scholar 

  • Pielecha I, Merkisz J (2019) Optimizing the shape of a compression-ignition engine combustion chamber by using simulation tests. Polish Maritime Res 26(3):138–146

    Article  Google Scholar 

  • Qin S, Li JL (2017) Spatial variation of microbial communities in sediments along the environmental gradients from Xiaoqing river to Laizhou bay. Marine Pollut Bull 120(1-2):1048–1056

    Google Scholar 

  • Ren WW, Zhang BC, Di XQ (2018) Density clustering anomaly intrusion detection algorithm based on ABC-DBSCAN. J Jilin Univ (Science Edition) 56(01):95–100

    Google Scholar 

  • Robert I, Russell BJ, Dickins JA (2017) Kleptoparasitism in gulls laridae at an urban and a coastal foraging environment: an assessment of ecological predictors. Bird Study 64(1):12–19

    Article  Google Scholar 

  • Rodrigo PM, Flavio BC (2017) A wavelet-based transformer differential protection with differential current transformer saturation and cross-country fault detection. IEEE Trans Power Deliv 99:1–1

    Google Scholar 

  • Sudarsana RP, Chiranjeevulu G, Kiran R (2017) Contrasting bio-optical characteristics of coastal water prior to and in the aftermath of a tropical super cyclone. Int J Remote Sensing 38(12):3519–3530

    Article  Google Scholar 

  • Tong YD, Wang MZ, Bu XG (2017) Mercury concentrations in China’s coastal waters and implications for fish consumption by vulnerable populations. Environ Pollut 231(1):396–405

    Article  Google Scholar 

  • Tracey M, Dalton DJ (2018) Attitudinal factors and personal characteristics influence support for shellfish aquaculture in Rhode Island (US) coastal waters. Environ Manag 61(3):1–12

    Google Scholar 

  • Wang B, Liu S, Jin B, Qiu W (2019) Fine imaging by using advanced detection of reflected waves in underground coal mine. Earth Sci Res J 23:93–99

    Article  Google Scholar 

  • Wang CL (2017) Review of moving object detection methods in intelligent video surveillance system. Automation Instrum 3:1–3

    Google Scholar 

  • Wang F (2019) Pulsation signals analysis of turbocharger turbine blades based on optimal EEMD and TEO. Polish Maritime Res 26(3):78–86

    Article  Google Scholar 

  • Yu V, Artamonov A, Artamonov EA (2018) Study of mesoscale and synoptic variability of the thermohaline structure of water in antarctic coastal areas (from materials of Russian antarctic expeditions). Oceanology 58(5):763–768

    Article  Google Scholar 

  • Yue PF, Zhao LP, Zhang W (2018) Visual image special target detection simulation of low pixel monitoring system. Comput Simul 35(07):452–455

    Google Scholar 

Download references

Acknowledgments

Project of Young Teachers' Scientific Research Ability Improvement in Suzhou Polytechnic Institute of Agriculture (No. 19QN1012).

Author information

Authors and Affiliations

  1. School of Environmental Engineering, Suzhou Polytechnic Institute of Agriculture, Suzhou, 215008, China

    Miao Yu

  2. School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China

    Xiang Li

  3. Jiangsu Kangda Testing Technology Co., Ltd., Suzhou, 215024, China

    Guanhua Li

Authors
  1. Miao Yu
    View author publications

    You can also search for this author inPubMed Google Scholar

  2. Xiang Li
    View author publications

    You can also search for this author inPubMed Google Scholar

  3. Guanhua Li
    View author publications

    You can also search for this author inPubMed Google Scholar

Corresponding author

Correspondence to Miao Yu.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Additional information

Responsible editor: Keda Cai

This article is part of the Topical Collection on Geological Modeling and Geospatial Data Analysis

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yu, M., Li, X. & Li, G. Detection method of dissolved oxygen saturation in ecological water in coastal cities. Arab J Geosci 14, 547 (2021). https://doi.org/10.1007/s12517-021-06867-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12517-021-06867-0

Keywords