APPLICATION OF CART DECISION TREE DATA MINING TO DETERMINE THE MOST EFFECTIVE DRINKING WATER QUALITY FACTORS (CASE STUDY: KAZEROON PLAIN, FARS PROVINCE)

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

SOLEIMANPOUR S.M.; MESBAH S.H.; HEDAYATI B.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: IRANIAN JOURNAL OF HEALTH AND ENVIRONMENT Year:2018 | Volume:11 | Issue:1 Page(s): 1-14

Download Full-Text

Persian Verion

View:

986

Download:

Cites:

Information Journal Paper

Title

APPLICATION OF CART DECISION TREE DATA MINING TO DETERMINE THE MOST EFFECTIVE DRINKING WATER QUALITY FACTORS (CASE STUDY: KAZEROON PLAIN, FARS PROVINCE)

Author(s)

SOLEIMANPOUR S.M. | MESBAH S.H. | HEDAYATI B. | Issue Writer Certificate

Keywords

DRINKING WATERQ2

DATA MININGQ1

DECISION TREEQ1

KAZEROON PLAINQ1

WATER QUALITYQ1

Abstract

Background and Objective: Determination of quality parameters of drinkable water is important, especially in developing countries, to increase the productivity and better management and planning of water resources. The aim of current study was to apply CART DECISION TREE DATA MINING technique to determine the most effective factors on drinkable WATER QUALITY in KAZEROON PLAIN, located west of Fars province, Iran.Materials and Methods: Qualitative parameters of 60 drinkable wells such as SAR, Na, Cl, SO4, TH, TDS, pH, NO3, CaCO3, HCO3, Ca, Mg, K and EC were taken in the study area. The most effective factors on quality of drinkable water were determined with 90% accuracy, using CART DECISION TREE DATA MINING technique in Clementine 12.0 software.Results: The results showed that total dissolved solids (TDS) and calcium content (Ca) had the highest impact on quality of DRINKING WATER. Therefore, when the TDS of water in this plain is equal or less than 495 mg/L and the calcium content is equal or less than 6.150 meq/L, the water is suitable for drinking.Conclusion: The TDS and Ca content were the most effective parameters on the quality of drinkable water in this plain, due to its geological formation and the existence of CaCO3 in its structure. The water purification, reduction of soluble material concentration, and monitoring of wells in this plain are recommended.

Cites

Modeling of qualitative parameters (Electrical conductivity and total dissolved solids) of Karun river at Mollasani, Ahvaz and Farsiat stations using data mining methods

References

WATER QUALITY ANALYSIS OF DRINKING WATER DISTRIBUTION SYSTEMS OF REY TOWNSHIP USING IWQIS SOFTWARE

Cite

APA: Copy

SOLEIMANPOUR, S.M., MESBAH, S.H., & HEDAYATI, B.. (2018). APPLICATION OF CART DECISION TREE DATA MINING TO DETERMINE THE MOST EFFECTIVE DRINKING WATER QUALITY FACTORS (CASE STUDY: KAZEROON PLAIN, FARS PROVINCE). IRANIAN JOURNAL OF HEALTH AND ENVIRONMENT, 11(1 ), 1-14. SID. https://sid.ir/paper/146143/en

Vancouver: Copy

SOLEIMANPOUR S.M., MESBAH S.H., HEDAYATI B.. APPLICATION OF CART DECISION TREE DATA MINING TO DETERMINE THE MOST EFFECTIVE DRINKING WATER QUALITY FACTORS (CASE STUDY: KAZEROON PLAIN, FARS PROVINCE). IRANIAN JOURNAL OF HEALTH AND ENVIRONMENT[Internet]. 2018;11(1 ):1-14. Available from: https://sid.ir/paper/146143/en

IEEE: Copy

S.M. SOLEIMANPOUR, S.H. MESBAH, and B. HEDAYATI, “APPLICATION OF CART DECISION TREE DATA MINING TO DETERMINE THE MOST EFFECTIVE DRINKING WATER QUALITY FACTORS (CASE STUDY: KAZEROON PLAIN, FARS PROVINCE),” IRANIAN JOURNAL OF HEALTH AND ENVIRONMENT, vol. 11, no. 1 , pp. 1–14, 2018, [Online]. Available: https://sid.ir/paper/146143/en

Related Journal Papers