TimeFun InSAR算法利用ALOS/PALSAR数据集研究布罗莫火山的物理变化

Q4 Social Sciences
A. P. Arbad, W. Takeuchi, Y. Aoki
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引用次数: 1

摘要

布罗莫山地理位置位于爪哇岛东部,东经112°57’30’’’,北纬7°56’,火山口面积大,约10平方公里。火山上方的土地是一个完美的农业区,影响土壤肥力水平的重要因素之一是最富含矿物质的土壤。1775年记录到布罗莫山的火山活动,其特征是小规模喷发,周期从一年到五年不等。关于这一证据,我们试图通过使用TimeFun算法的时间序列InSAR来研究布罗莫山的表面变化。TimeFun是SBAS的扩展,允许合并各种函数,如季节振荡、多项式和阶跃函数,因为它通常也会估计DEM误差,并允许遗漏观测。定义了允许的最大基线值,并通过在单面加工中进行差分InSAR处理后选择手动来约束干涉图对。所提出的分析基于2007-2017年期间ALOS/PALSAR传感器采集的27个SAR数据集。结果表明,在火山爆发期间,布罗莫山顶发生了高达10厘米的变形。表面变形的时间序列监测,以推断未来喷发中涉及的变形源的体积变化、几何形状和位置
本文章由计算机程序翻译,如有差异,请以英文原文为准。
TimeFun-InSAR algorithm to investigate physical changes at Bromo volcano by using ALOS/PALSAR data sets
Mt. Bromo is geographically located in eastern of Java Island at 112°57'30'' longitude and 7°56' latitude, with a large area of caldera ~10 Km2. The land over the volcano is a perfect area for farming, one of the important factor affects the level of soil fertility is the most mineral rich soils. Volcanic activities at Mt. Bromo has been recorded in 1775 which characterized by small eruptions with cycles ranging from one to five years. Regarding this evidence, we tried to investigate the surface changes over the Mt. Bromo by using Time-Series InSAR with TimeFun algorithm. TimeFun is an extension of SBAS to allow incorporating various functions such as seasonal oscillations, polynomials, and step functions as generally it estimates DEM errors as well and allows missing observation. The maximum allowed baseline value is defined and used to constrain the interferogram pair by selecting manual after differential InSAR processing in single face working. The proposed analysis is based on 27 SAR data sets acquired by the ALOS/PALSAR sensors during the 2007–2017 time interval. The result shows us deformation occurred up to ~10 cm at summit of Mt. Bromo during the eruption period. Time-series monitoring of surface deformation to infer volume changes, geometries and locations of sources of deformation involved in the future eruption
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来源期刊
Geoplanning Journal of Geomatics and Planning
Geoplanning Journal of Geomatics and Planning Earth and Planetary Sciences-Computers in Earth Sciences
CiteScore
1.00
自引率
0.00%
发文量
5
审稿时长
4 weeks
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