An Improved Urban Mapping Strategy Based on Collaborative Processing of Optical and SAR Remotely Sensed Data
المؤلفون المشاركون
Han, Ruimei
Liu, Pei
Wang, Han
Yang, Leiku
Zhang, Hanwei
Ma, Chao
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-9، 9ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-12-12
دولة النشر
مصر
عدد الصفحات
9
التخصصات الرئيسية
الملخص EN
Potential of combining SAR and optical remotely sensed data for rapid urban mapping is highlight.
Two groups of optical and SAR remotely sensed data are selected to evaluate the strategy.
Outputs are verified and analyzed from 3 aspects.
The single class and merged map accuracy are evaluated; the proposed method is compared with 2 mature algorithms; the selected classifiers are applied to 7 different fusion algorithms to make further comprehension.
The outcomes illustrate the potential of synergic optical and SAR data for monitoring urbanization status and demonstrate that the proposed SAR/optical information synergy method improved the capabilities of urban mapping compared with separately using SAR and optical data.
The results demonstrate that the proposed method can map built-up area, water body, and vegetation at accuracy of 99.31%, 91.92%, and 91.72%, respectively.
These results are much better than when solo optical or SAR data was selected and better than classification results based on mature fusion methods.
The main contributions of this article are as follows: the proposal of a rapid urban mapping strategy based on integration of optical and SAR data and the verifying and analysis of potential of synergic optical and SAR data for rapid urban mapping.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Han, Ruimei& Liu, Pei& Wang, Han& Yang, Leiku& Zhang, Hanwei& Ma, Chao. 2017. An Improved Urban Mapping Strategy Based on Collaborative Processing of Optical and SAR Remotely Sensed Data. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-9.
https://search.emarefa.net/detail/BIM-1192677
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Han, Ruimei…[et al.]. An Improved Urban Mapping Strategy Based on Collaborative Processing of Optical and SAR Remotely Sensed Data. Mathematical Problems in Engineering No. 2017 (2017), pp.1-9.
https://search.emarefa.net/detail/BIM-1192677
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Han, Ruimei& Liu, Pei& Wang, Han& Yang, Leiku& Zhang, Hanwei& Ma, Chao. An Improved Urban Mapping Strategy Based on Collaborative Processing of Optical and SAR Remotely Sensed Data. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-9.
https://search.emarefa.net/detail/BIM-1192677
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1192677
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر