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264927

DETECTING LAND COVER CHANGES USING VHR SATELLITE IMAGES: A COMPARATIVE STUDY

Article

Last updated: 23 Jan 2023

Subjects

-

Tags

Civil Engineering: structural, Geotechnical, reinforced concrete and s…nd sanitary engineering, Hydraulic, Railway, construction Management.

Abstract

The new satellites sensors such as GeoEye , WorldView and Ikonos , provide new data for better delineation, detection, and visualization of Land cover changes. Several techniques have been proposed and developed for change detection automatically. The main aim of this research is to assess the use of very high-resolution satellites images in monitoring land cover changes in Egypt. Five change detection techniques have been tested using Ikonos and WorldView images. The techniques considered are image difference, image ratio, principal component analysis, postclassification comparison, and multi-date direct classification. The accuracy of each technique is evaluated via the overall accuracy and kappa coefficient. The results showed that the principal component analysis technique produced more accurate change detection map compared to other methods. Also, it was found that changes from vegetation to urban in the study area are greater than changes from bare soil to vegetation.

DOI

10.21608/jesaun.2019.264927

Keywords

Change Detection, very high-resolution, Object-based

Authors

First Name

Farrag

Last Name

A. Farrag

MiddleName

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Affiliation

Civil Eng. Dpt. Faculty of Engineering, Assiut University.

Email

-

City

-

Orcid

-

First Name

Yasser

Last Name

G. Mostafa

MiddleName

-

Affiliation

Civil Eng. Dpt. Faculty of Engineering, Sohag University.

Email

-

City

-

Orcid

-

First Name

Nasser

Last Name

A. Mohamed

MiddleName

-

Affiliation

Civil Eng. Dpt. Faculty of Engineering, Sohag University

Email

-

City

-

Orcid

-

Volume

48

Article Issue

No 2

Related Issue

16254

Issue Date

2020-03-01

Receive Date

2019-10-10

Publish Date

2020-03-01

Page Start

200

Page End

211

Print ISSN

1687-0530

Online ISSN

2356-8550

Link

https://jesaun.journals.ekb.eg/article_264927.html

Detail API

https://jesaun.journals.ekb.eg/service?article_code=264927

Order

2

Type

Research Paper

Type Code

1,438

Publication Type

Journal

Publication Title

JES. Journal of Engineering Sciences

Publication Link

https://jesaun.journals.ekb.eg/

MainTitle

-

Details

Type

Article

Created At

23 Jan 2023