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Detecting and monitoring the vegetal cover of Karbala province (Iraq) using change detection methods
العناوين الأخرى
كشف و مراقبة الغطاء النباتي لمحافظة كربلاء (العراق) باستخدام طرق كشف التغيرات
المؤلفون المشاركون
al-Rabii, Isra Jamil Muhsin
Muhammad, Amjad Hamid
المصدر
العدد
المجلد 58، العدد 3A (30 سبتمبر/أيلول 2017)، ص ص. 1345-1354، 10ص.
الناشر
تاريخ النشر
2017-09-30
دولة النشر
العراق
عدد الصفحات
10
التخصصات الرئيسية
الموضوعات
الملخص EN
Karbala province was one of the most important areas in Iraq and considered an economic resource of vegetation such as trees of fruits, sieve and other vegetation.
This research aimed to utilize change detection for investigating the current vegetation cover at last three decay.
The main objectives of this research are collect a group of studied area (Karbala province) satellite images in sequence time for the same area, these image captured by Landsat (TM 1995, ETM+ 2005 and Landsat 8 OLI (Operational Land Imager) 2015.
Preprocessing such as atmosphere correction and rectification has been done.
Mosaic model between the parts of studied area was performing.
Gap filling consider being very important step has been implied on the defected image which captured in Landsat 2005.
For monitoring the changes in the studied area, many image processing such as supervised classification using Maximum likelihood classifier and support vector machine classifier have been applied.
Target detection using matching filter and change detection using subtractive method also have been used to detect the change in vegetal cover of the studied area.
Many histogram and statistical properties were illustrated as well as the pixel count and the target area has been computed.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
al-Rabii, Isra Jamil Muhsin& Muhammad, Amjad Hamid. 2017. Detecting and monitoring the vegetal cover of Karbala province (Iraq) using change detection methods. Iraqi Journal of Science،Vol. 58, no. 3A, pp.1345-1354.
https://search.emarefa.net/detail/BIM-759805
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
al-Rabii, Isra Jamil Muhsin& Muhammad, Amjad Hamid. Detecting and monitoring the vegetal cover of Karbala province (Iraq) using change detection methods. Iraqi Journal of Science Vol. 58, no. 3A (2017), pp.1345-1354.
https://search.emarefa.net/detail/BIM-759805
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
al-Rabii, Isra Jamil Muhsin& Muhammad, Amjad Hamid. Detecting and monitoring the vegetal cover of Karbala province (Iraq) using change detection methods. Iraqi Journal of Science. 2017. Vol. 58, no. 3A, pp.1345-1354.
https://search.emarefa.net/detail/BIM-759805
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 1354
رقم السجل
BIM-759805
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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