Application of Fengyun-4 Satellite to Flood Disaster Monitoring through a Rapid Multi-Temporal Synth

来源 :气象学报(英文版) | 被引量 : 0次 | 上传用户:liangfeng905
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Fengyun-4A (FY-4A) belongs to the second generation of geostationary meteorological satellite series in China. Its observations with high frequency and resolution provide a better data basis for monitoring of extreme weather such as sudden flood disasters. In this study, the flood disasters occurred in Bangladesh, India, and some other areas of South Asia in August 2018 were investigated by using a rapid multi-temporal synthesis approach for the first time for removal of thick clouds in FY-4A images. The maximum between-class variance algorithm (OTSU; developed by Otsu in 2007) and linear spectral unmixing methods are used to extract the water area of flood disasters. The accuracy verification shows that the water area of flood disasters extracted from FY-4A is highly correlated with that from the high-resolution satellite datasets Gaofen-1 (GF-1) and Sentinel-1A, with the square correlation coefficient R2 reaching 0.9966. The average extraction accuracy of FY-4A is over 90%. With the rapid multi-temporal synthesis approach used in flood disaster monitoring with FY-4A satellite data, advantages of the wide coverage, fast acquisition,and strong timeliness with geostationary meteorological satellites are effectively combined. Through the synthesis of multi-temporal images of the flood water body, the influence of clouds is effectively eliminated, which is of great significance for the real-time flood monitoring. This also provides an important service guarantee for the disaster prevention and reduction as well as economic and social development in China and the Asia–Pacific region.
其他文献
一rn几天之后,满怀侥幸的我们不得不对花二出走的事实无可奈何地予以接受,或惋惜或愤怒,最多只是情绪有些激动而已.但是,对于老木就不那么简单了,作为花二的救命恩人,不啻是
一rn阳光洒在这古老的村庄,顿时显现出了些许的生机.古道边的布谷鸟好像在诉说着春天的到来,而阿朵那悠长的口哨永远那么耐人寻味,始终是那么意犹未尽.rn
猴子死了.rn他的死像一只在夜里单独扑火的飞虫,无趣,活该.rn那晚天气闷热得像有人刚朝着陵城放了一个大屁,不响,也不臭,但有点温热.白天被太阳暴晒的马路,慢慢地散发着热气.
小学数学是一门严谨的基础性学习课程,逻辑思维能力的培养贯穿于数学课程学习的始终,教师要注重学生的知识能力发展,才能更好地引领学生的学习成长.培养学生的逻辑思维能力有
一rn山浩奇怪地觉得越来越阴沉的天空像是在等待着什么人,眼下他正快步走着去参加儿子的家长会.他习惯性地抬 头看了看阴沉沉、灰蒙蒙的天空.在灰色的雾霭中,连太阳看上去也
作为读小学六年级的少年亦能感受到蒋介石气数已尽,是1949年的“白露”秋寒开始之时.黎明前虽然最冷,但是,太阳快出来了……rn“白露”次日的9月9日,昆明一片肃杀.各方面的民
微课在课堂教育教学中运用十分广泛.微课是时代背景下信息科技与教育结合的产物.在高中语文课堂中掌握微课的教学模式,有助于教师整合知识点和教学重点,在短时间内让学生掌握
期刊
期刊
期刊