Monitoring of south Iraq marshes using classification and change detection techniques

Israa Jameel Muhsin

doi:10.30723/ijp.v15i33.143

Article Details

Monitoring of south Iraq marshes using classification and change detection techniques

Authors:

Israa Jameel Muhsin

Publisher:

University of Baghdad

Journal:

Iraqi Journal of Physics Vol.15 Issue 33, pp.78-86

Document Type:

Article

Publication Date:

1/2017

Document Language:

English

Document ID (Org No.):

2001368993

pISSN:

2664-5548

DOI:

10.30723/ijp.v15i33.143

Keywords:

Abstract:

 Digital change detection is the process that helps in determining the changes associated with land use and land cover properties with reference to geo-registered multi temporal remote sensing data. In this research change detection techniques have been employed to detect the changes in marshes in south of Iraq for two period the first one from 1973 to 1984 and the other from 1973 to 2014 three satellite images had been captured by land sat in different period. Preprocessing such as geo-registered, rectification and mosaic process have been done to prepare the satellite images for monitoring process. supervised classification techniques such maximum likelihood classification has been used to classify the studied area, change detection after classification have been implemented between the new classes of adopted images, and finally change detection using matched filter was applied on the region of interest for each class.

Article Details

Monitoring of south Iraq marshes using classification and change detection techniques

Authors:

Israa Jameel Muhsin

Publisher:

University of Baghdad

Journal:

Iraqi Journal of Physics Vol.15 Issue 33, pp.78-86

Document Type:

Article

Publication Date:

1/2017

Document Language:

English

Document ID (Org No.):

2001368993

pISSN:

2664-5548

DOI:

10.30723/ijp.v15i33.143

Marshes

classification

change detection

matched filter

Issues

Article Details

Monitoring of south Iraq marshes using classification and change detection techniques

Authors: Israa Jameel Muhsin

Publisher: University of Baghdad

Journal: Iraqi Journal of Physics Vol.15 Issue 33, pp.78-86

Document Type: Article

Publication Date: 1/2017

Document Language: English

Document ID (Org No.): 2001368993

pISSN: 2664-5548

DOI: 10.30723/ijp.v15i33.143

Marshes

classification

change detection

matched filter

Issues

Authors:

Israa Jameel Muhsin

Publisher:

University of Baghdad

Journal:

Iraqi Journal of Physics Vol.15 Issue 33, pp.78-86

Document Type:

Article

Publication Date:

1/2017

Document Language:

English

Document ID (Org No.):

2001368993

pISSN:

2664-5548

DOI:

10.30723/ijp.v15i33.143