基于制造工艺的复合材料知识技术及其遥感应用

IF 1.7 4区 材料科学 Q3 MATERIALS SCIENCE, COMPOSITES
Faten A Mustafa, O. Bayat
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引用次数: 2

摘要

这项工作的目的是利用强大的MATLAB编程(软件版本R2016a)来评估摩苏尔大坝水库水情环境变化的影响,并基于合成图像处理应用观察其对人类生活活动的消退影响。此外,不同时间遥感数据的复合材料大大增加了对与人类健康相关的环境变量的估计。因此,时间遥感数据有助于提高检测不同年份人类生活影响对水资源影响消退的效率。实施了两个步骤,重点是估计31年来湖面的变化。预处理步骤集中于不同陆地卫星的合成数据材料,以更适合下一步,利用彩色合成图像处理和后处理步骤,通过混合分类方法实现了水库的海岸线检测和由于光谱反射率变化而导致的湖泊清水水质的识别。本研究的性能是基于对水位表面积和总体精度的统计测量,这表明混合分类方法提高了两种分类方法的集成能力,在水质等方面获得了高度的识别性。所获得的结果达到了本研究的预期目的,即通过使用时间卫星数据实施不同的合成图像处理技术来研究高功率应用,以了解摩苏尔大坝水库多年来的水位变化量及其对蓄水量的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge technologies based on fabrication process composite materials and remote sensing applications
The aim of this work concentrates on utilizing powerful MATLAB programming (software version R2016a) to evaluate the impact of environmental variations of water case in the Mosul Dam reservoir and observed its receding impact on human life activities based on composite image processing applications. Furthermore, composite materials of different temporal remote sensing data increase powerfully the estimation of environmental variables of relevance to human health. Thus, temporal remote sensing data trends to enhance the efficiency of detecting receding water resources effect of human life impacts over different years. Two steps were implemented, which focuses on the estimation of changes in the water surface of the lake over 31 years. Preprocessing step concentrates on composite data materials from different Landsats to be more suitable for next step by utilizing color composite image processing and postprocessing step implemented the coastline detection of the reservoir and recognition of the quality of clear water in the lake due to the variation of water spectral reflectivity by hybrid classification method. The performance of this study is based on statistics measurements on the surface area of water level and overall accuracy, which indicated that hybrid classification method improves the capacity of integrating two classification methods, which gained highly identification water lake classes regarding its quality and more. The obtained results achieved the desired purpose of this study to investigate the high power application through implementing composite different image processing techniques with temporal satellite data to conversance the amount of water level changes in Mosul Dam reservoir and its impact on storage quantity over years.
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来源期刊
Advanced Composites Letters
Advanced Composites Letters 工程技术-材料科学:复合
自引率
0.00%
发文量
0
审稿时长
4.2 months
期刊介绍: Advanced Composites Letters is a peer reviewed, open access journal publishing research which focuses on the field of science and engineering of advanced composite materials or structures.
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