APPLICATION OF DIFFERENT METHODS OF DECISION TREE ALGORITHM FOR MAPPING RANGELAND USING SATELLITE IMAGERY (CASE STUDY: DOVIRAJ CATCHMENT IN ILAM 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.

FARAMARZI MARZBAN; FATHIZAD HASSAN; PAKBAZ NASIBE; GOLMOHAMADI BEHZAD

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

Journal Paper

Paper Information

Journal: JOURNAL OF RANGELAND SCIENCE Year:2013 | Volume:3 | Issue:4 Page(s): 321-330

Download Full-Text

View:

497

Download:

101

Cites:

Information Journal Paper

Title

APPLICATION OF DIFFERENT METHODS OF DECISION TREE ALGORITHM FOR MAPPING RANGELAND USING SATELLITE IMAGERY (CASE STUDY: DOVIRAJ CATCHMENT IN ILAM PROVINCE)

Author(s)

FARAMARZI MARZBAN | FATHIZAD HASSAN | PAKBAZ NASIBE | GOLMOHAMADI BEHZAD | Issue Writer Certificate

Keywords

CLASSIFICATION TREE

GINI

ENTROPY

RATIO

DOVIRAJ

Abstract

Using satellite imagery for the study of Earth's resources is attended by many researchers. In fact, the various phenomena have different spectral response in electromagnetic radiation. One major application of satellite data is the classification of land cover. In recent years, a number of classification algorithms have been developed for classification of remote sensing data. One of the most notable is the decision tree. The aim of this study was to compare three types of decision trees split algorithm for land cover classification in DOVIRAJ catchment in Ilam province, Iran. For this, propose, first, the geometric and radiometric corrections were performed on the 2007 ETM+data. Field data as training sites were collected in the various classes of land use. The results of image classification accuracy assessment showed that the GINI split classification. With kappa value 89.98 and the entire accuracy 91.17% was significantly higher, then categorization of branching and the branching RATIO and ENTROPY with kappa values of 88.45 and 90.65 and the entire accuracy of 86.21 and 86.15%, respectively.

Cites

DETERMINATION OF BEST SUPERVISED CLASSIFICATION ALGORITHM FOR LAND USE MAPS USING SATELLITE IMAGES (CASE STUDY: BAFT, KERMAN PROVINCE, IRAN)

References

Cite

APA: Copy

FARAMARZI, MARZBAN, FATHIZAD, HASSAN, PAKBAZ, NASIBE, & GOLMOHAMADI, BEHZAD. (2013). APPLICATION OF DIFFERENT METHODS OF DECISION TREE ALGORITHM FOR MAPPING RANGELAND USING SATELLITE IMAGERY (CASE STUDY: DOVIRAJ CATCHMENT IN ILAM PROVINCE). JOURNAL OF RANGELAND SCIENCE, 3(4), 321-330. SID. https://sid.ir/paper/624060/en

Vancouver: Copy

FARAMARZI MARZBAN, FATHIZAD HASSAN, PAKBAZ NASIBE, GOLMOHAMADI BEHZAD. APPLICATION OF DIFFERENT METHODS OF DECISION TREE ALGORITHM FOR MAPPING RANGELAND USING SATELLITE IMAGERY (CASE STUDY: DOVIRAJ CATCHMENT IN ILAM PROVINCE). JOURNAL OF RANGELAND SCIENCE[Internet]. 2013;3(4):321-330. Available from: https://sid.ir/paper/624060/en

IEEE: Copy

MARZBAN FARAMARZI, HASSAN FATHIZAD, NASIBE PAKBAZ, and BEHZAD GOLMOHAMADI, “APPLICATION OF DIFFERENT METHODS OF DECISION TREE ALGORITHM FOR MAPPING RANGELAND USING SATELLITE IMAGERY (CASE STUDY: DOVIRAJ CATCHMENT IN ILAM PROVINCE),” JOURNAL OF RANGELAND SCIENCE, vol. 3, no. 4, pp. 321–330, 2013, [Online]. Available: https://sid.ir/paper/624060/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops