PREDICTING PH IN WATER RESERVOIRS USING MACHINE LEARNING TECHNIQUES: A COMPARATIVE STUDY ON WATER QUALITY INDICES
Анотація
Water quality monitoring plays a crucial role in maintaining healthy ecosystems and ensuring the safety of water resources for various purposes, such as drinking, agriculture, and industry. One essential aspect of water quality assessment is the measurement of pH, which can provide valuable insights into the overall health of aquatic ecosystems. Accurate pH prediction is necessary for timely intervention and effective management of water resources.
Посилання
Gómez-Gutiérrez A, Miralles MJ, Corbella I, García S, Navarro S, Llebaria X. La calidad sanitaria del agua de consumo [Drinking water quality and safety]. Gac Sanit. 2016 Nov;30 Suppl 1:63-68
William Schaduw JN. Seawater Quality Analysis in Mantehage Island for Integrated and Sustainable Marine Tourism Development. Pak J Biol Sci. 2021 Jan;24(12):1333-1339.
Bundschuh M, Weyers A, Ebeling M, Elsaesser D, Schulz R. Narrow pH Range of Surface Water Bodies Receiving Pesticide Input in Europe. Bull Environ Contam Toxicol. 2016 Jan;96(1):3-8.
Zampieri G, Vijayakumar S, Yaneske E, Angione C. Machine and deep learning meet genome-scale metabolic modeling. PLoS Comput Biol. 2019 Jul 11;15(7):e1007084.
Manco L, Maffei N, Strolin S, Vichi S, Bottazzi L, Strigari L. Basic of machine learning and deep learning in imaging for medical physicists. Phys Med. 2021 Mar;83:194-205.
Puthongkham P, Wirojsaengthong S, Suea-Ngam A. Machine learning and chemometrics for electrochemical sensors: moving forward to the future of analytical chemistry. Analyst. 2021 Oct 25;146(21):6351-6364.
