Determining the threshold of the most effective factors on increasing the length of gullies using data-mining algorithms and CART Decision Tree (Case study: Ghazian Watershed in 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 Seyed Masoud; Hedayati Bahram; SOUFI MAJID; ROUSTA MOHAMMAD JAVAD; SHADFAR SAMAD

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

Journal Paper

Paper Information

Journal: Journal of Range and Watershed Managment Year:2019 | Volume:72 | Issue:2 Page(s): 409-426

Download Full-Text

Persian Verion

View:

235

Download:

Cites:

Information Journal Paper

Title

Determining the threshold of the most effective factors on increasing the length of gullies using data-mining algorithms and CART Decision Tree (Case study: Ghazian Watershed in Fars Province)

Author(s)

Keywords

thresholdQ2

gullyQ1

data miningQ1

decision treeQ1

lengthQ1

erosionQ2

Abstract

One of the important relations in the erosion of gullies is to study the threshold of erosion creation and expansion. In recent decade, creation of new knowledge in determination of relation between variables was led to develop prediction methods in different science and therefore, investigating the ability to use these methods in erosion and soil conservation is essential. Also, in order to control the erosion of the gully, the mechanism of gullies growth and its dimension expansion, especially increasing in gullies length, has to be carefully determine; for this purpose, the present study aimed to determine the threshold of the most effective factors on increasing the length of the gully, using the K-Means data mining algorithms and the CART decision tree in the Ghazian watershed in the north of Fars province. The results of this study, which include measuring various variables of gullies under field condition and in laboratory, and using data mining techniques, showed that increasing the length of gully in this area depended on the factors of the area above headcut, saturated extract electrical conductivity, forehead slope, canopy cover percentage, and sodium adsorption ratio. It is recommended control of erosion in the foreheads is highly important in reducing the increase in gullies length and sediment production. Also, improving the soils of this area with soil amendments and the restoration of compatible vegetation and the increase in soil organic matter should be considered as the priority of effective actions to control the increasing length of gullies.

Cites

No record.

References

No record.

Cite

APA: Copy

Soleimanpour, Seyed Masoud, Hedayati, Bahram, SOUFI, MAJID, ROUSTA, MOHAMMAD JAVAD, & SHADFAR, SAMAD. (2019). Determining the threshold of the most effective factors on increasing the length of gullies using data-mining algorithms and CART Decision Tree (Case study: Ghazian Watershed in Fars Province). JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES), 72(2 ), 409-426. SID. https://sid.ir/paper/375509/en

Vancouver: Copy

Soleimanpour Seyed Masoud, Hedayati Bahram, SOUFI MAJID, ROUSTA MOHAMMAD JAVAD, SHADFAR SAMAD. Determining the threshold of the most effective factors on increasing the length of gullies using data-mining algorithms and CART Decision Tree (Case study: Ghazian Watershed in Fars Province). JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES)[Internet]. 2019;72(2 ):409-426. Available from: https://sid.ir/paper/375509/en

IEEE: Copy

Seyed Masoud Soleimanpour, Bahram Hedayati, MAJID SOUFI, MOHAMMAD JAVAD ROUSTA, and SAMAD SHADFAR, “Determining the threshold of the most effective factors on increasing the length of gullies using data-mining algorithms and CART Decision Tree (Case study: Ghazian Watershed in Fars Province),” JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES), vol. 72, no. 2 , pp. 409–426, 2019, [Online]. Available: https://sid.ir/paper/375509/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops