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2016 | OriginalPaper | Buchkapitel

Are the Days of Field-to-Laboratory Analysis Gone? Effects of Ubiquitous Environmental River Water Quality Assessment

verfasst von : K. B. Goodman Makojoa, Isaac O. Osunmakinde

Erschienen in: e-Infrastructure and e-Services

Verlag: Springer International Publishing

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Abstract

As the human population growth and industry pressure in most developing countries continue to increase, effective water quality assessment has become critical for river waters. A major challenge, however, faced in water quality assessment is the process of data capturing and chemical laboratory approaches, which could be expensive and time consuming. This work develops ubiquitous particle swarm optimization (PSO) made-easy framework for mobile networks. The framework experimentally assesses water health status of Southern Africa river waters. Simulation results show that the proposed framework is able to obtain good results with economical solution when compared with assessment results obtained by the state of the art.

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Literatur
1.
Zurück zum Zitat Wechmongkhonkon, S., Poomtong, N., Areerachakul, S.: Application of artificial neural network to classification surface water quality. World Acad. Sci. Eng. Technol. 6(9), 205–209 (2012) Wechmongkhonkon, S., Poomtong, N., Areerachakul, S.: Application of artificial neural network to classification surface water quality. World Acad. Sci. Eng. Technol. 6(9), 205–209 (2012)
2.
Zurück zum Zitat Prüss-Üstün, A., Bos, R., Gore, F., Bartram, J.: Safer water, better health, p. 53 (2008) Prüss-Üstün, A., Bos, R., Gore, F., Bartram, J.: Safer water, better health, p. 53 (2008)
3.
Zurück zum Zitat Juahir, H., Zain, S.M., Aris, A.Z., Yusoff, M.K., Bin Mokhtar, M.: Spatial assessment of Langat River water quality using chemometrics. J. Environ. Monit. 12(1), 287–295 (2010)CrossRef Juahir, H., Zain, S.M., Aris, A.Z., Yusoff, M.K., Bin Mokhtar, M.: Spatial assessment of Langat River water quality using chemometrics. J. Environ. Monit. 12(1), 287–295 (2010)CrossRef
4.
Zurück zum Zitat Thareja, S., Trivedi, P.: Assessment of water quality of Bennithora River in Karnataka through multivariate analysis. Nat. Sci. 8(6), 51–56 (2010) Thareja, S., Trivedi, P.: Assessment of water quality of Bennithora River in Karnataka through multivariate analysis. Nat. Sci. 8(6), 51–56 (2010)
5.
Zurück zum Zitat Gleick, P.H.: Dirty Water: Estimated deaths from water-related diseases 2000–2020. Pacific Inst. Res. Rep., pp. 1–12, 2002 Gleick, P.H.: Dirty Water: Estimated deaths from water-related diseases 2000–2020. Pacific Inst. Res. Rep., pp. 1–12, 2002
6.
Zurück zum Zitat Aazami, J., Esmaili-Sari, A., Abdoli, A., Sohrabi, H., Van den Brink, P.J.: Monitoring and assessment of water health quality in the Tajan River, Iran using physicochemical, fish and macroinvertebrates indices. J. Environ. Heal. Sci. Eng. 13(1), 29 (2015)CrossRef Aazami, J., Esmaili-Sari, A., Abdoli, A., Sohrabi, H., Van den Brink, P.J.: Monitoring and assessment of water health quality in the Tajan River, Iran using physicochemical, fish and macroinvertebrates indices. J. Environ. Heal. Sci. Eng. 13(1), 29 (2015)CrossRef
7.
Zurück zum Zitat Kennedy, J., Eberhart, R.C.: A discrete binary version of the particle swarm algorithm. In: 1997 IEEE International Conference on Systems, Man, Cybernetics Computer Cybernetics Simulation, vol. 5, pp. 4–8, (1997) Kennedy, J., Eberhart, R.C.: A discrete binary version of the particle swarm algorithm. In: 1997 IEEE International Conference on Systems, Man, Cybernetics Computer Cybernetics Simulation, vol. 5, pp. 4–8, (1997)
8.
Zurück zum Zitat Eberhart, R., Kennedy, J.: A new optimizer using particle swarm theory. In: MHS 1995 Proceedings of the Sixth International Symposium Micro Machine Human Science, pp. 39–43 (1995) Eberhart, R., Kennedy, J.: A new optimizer using particle swarm theory. In: MHS 1995 Proceedings of the Sixth International Symposium Micro Machine Human Science, pp. 39–43 (1995)
9.
Zurück zum Zitat Shi, Y., Eberhart, R.: A modified particle swarm optimizer. In: 1998 IEEE International Conference Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No. 98TH8360), pp. 69–73 (1998) Shi, Y., Eberhart, R.: A modified particle swarm optimizer. In: 1998 IEEE International Conference Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No. 98TH8360), pp. 69–73 (1998)
10.
Zurück zum Zitat Bai, Q.: Analysis of particle swarm optimization algorithm. Comput. Inf. Sci. 3(1), 180–184 (2010) Bai, Q.: Analysis of particle swarm optimization algorithm. Comput. Inf. Sci. 3(1), 180–184 (2010)
11.
Zurück zum Zitat Zhang, Y., Wang, S., Ji, G.: A comprehensive survey on particle swarm optimization algorithm and its applications (2015) Zhang, Y., Wang, S., Ji, G.: A comprehensive survey on particle swarm optimization algorithm and its applications (2015)
12.
Zurück zum Zitat Dian, P.R., Siti, M.S., Siti, S.Y.: Particle swarm optimization: technique, system and challenges. Int. J. Comput. Appl. 14(1), 19–27 (2011) Dian, P.R., Siti, M.S., Siti, S.Y.: Particle swarm optimization: technique, system and challenges. Int. J. Comput. Appl. 14(1), 19–27 (2011)
13.
Zurück zum Zitat Peer, E.S., Van Den Bergh, F., Engelbrecht, A.P.: Using neighbourhoods with the guaranteed convergence PSO. In: Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS 2003 (Cat. No. 03EX706), no. 2 (2003) Peer, E.S., Van Den Bergh, F., Engelbrecht, A.P.: Using neighbourhoods with the guaranteed convergence PSO. In: Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS 2003 (Cat. No. 03EX706), no. 2 (2003)
14.
Zurück zum Zitat Gordon, B., Callan, P., Vickers, C.: WHO guidelines for drinking-water quality. WHO Chron. 38(3), 564 (2008) Gordon, B., Callan, P., Vickers, C.: WHO guidelines for drinking-water quality. WHO Chron. 38(3), 564 (2008)
15.
Zurück zum Zitat Clerc, M.: A method to improve Standard PSO. Technical report, pp. 1–18 (2009) Clerc, M.: A method to improve Standard PSO. Technical report, pp. 1–18 (2009)
16.
Zurück zum Zitat Kennedy, J., Eberhart, R.C., Shi, Y.: Swarm Intell. Scholarpedia 2(9), 1462 (2001) Kennedy, J., Eberhart, R.C., Shi, Y.: Swarm Intell. Scholarpedia 2(9), 1462 (2001)
17.
Zurück zum Zitat Clerk, M.: Stagnation analysis in particle swarm optimization or what happens when nothing happens. no. CSM-460 (2006) Clerk, M.: Stagnation analysis in particle swarm optimization or what happens when nothing happens. no. CSM-460 (2006)
19.
Zurück zum Zitat Pullanikkatil, D.: Water quality assessment of mohokare river Pullanikkatil, D.: Water quality assessment of mohokare river
20.
Zurück zum Zitat Tanor, E.B., George, M.J.: Physico-Chemical Assessment of Pollution in the Caledon River Around Maseru City, Lesotho, pp. 776–782 (2014) Tanor, E.B., George, M.J.: Physico-Chemical Assessment of Pollution in the Caledon River Around Maseru City, Lesotho, pp. 776–782 (2014)
Metadaten
Titel
Are the Days of Field-to-Laboratory Analysis Gone? Effects of Ubiquitous Environmental River Water Quality Assessment
verfasst von
K. B. Goodman Makojoa
Isaac O. Osunmakinde
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-43696-8_16