VOLCANIC PRODUCT DETECTION AFTER THE 2010 MERAPI ERUPTION BY USING VHR SAR DATA

被引:0
作者
Bignami, C.
Ruch, J.
Chini, M.
Neri, M.
机构
来源
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2012年
关键词
Pyroclastic flow; DSM; InSAR; COSMO-SkyMed; Merapi; CENTRAL [!text type='JAVA']JAVA[!/text;
D O I
10.1109/IGARSS.2012.6351289
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The volume estimation of products is critical for volcanic hazard mitigation, especially for lahars (mudflow) occurrences during rainy season at Merapi, and at active volcanoes subject to lahars elsewhere. Lahars can affect inhabited areas around a volcano, even several years after an eruption. In this work, we present an innovative approach to detect and estimate the volume of pyroclastic flow deposits. We exploited data collected from the very high resolution SAR sensor on board of the COSMO-SkyMed satellite constellation. By comparing a pre-eruption airborne Digital Surface Model (DSM) with a new one obtained applying SAR Interferometry technique to COSMO-SkyMed data, we estimate the volume of the pyroclastic material emitted during the 2010 Merapi eruption. Results show pyroclastic flow deposit thicknesses of up to 75 m that fill canyons on flank of volcano, and are observed up to 16 km far from the mountain summit. The total volume of the deposits is around 117x10(6) m(3).
引用
收藏
页码:1337 / 1340
页数:4
相关论文
共 10 条
[1]   Classification of hyperspectral data from urban areas based on extended morphological profiles [J].
Benediktsson, JA ;
Palmason, JA ;
Sveinsson, JR .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (03) :480-491
[2]   MORPHOLOGICAL OPERATORS APPLIED TO X-BAND SAR FOR URBAN LAND USE CLASSIFICATION [J].
Chini, Marco ;
Pacifici, Fabio ;
Emery, William J. .
2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, :2886-+
[3]   Lahars at Merapi volcano, Central Java']Java: an overview [J].
Lavigne, F ;
Thouret, JC ;
Voight, B ;
Suwa, H ;
Sumaryono, A .
JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH, 2000, 100 (1-4) :423-456
[4]   10,000 Years of explosive eruptions of Merapi Volcano, Central Java']Java: archaeological and modern implications [J].
Newhall, CG ;
Bronto, S ;
Alloway, B ;
Banks, NG ;
Bahar, I ;
del Marmol, MA ;
Hadisantono, RD ;
Holcomb, RT ;
McGeehin, J ;
Miksic, JN ;
Rubin, M ;
Sayudi, SD ;
Sukhyar, R ;
Andreastuti, S ;
Tilling, RI ;
Torley, R ;
Trimble, D ;
Wirakusumah, AD .
JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH, 2000, 100 (1-4) :9-50
[5]  
Pal R., 1993, PATTERN RECOGN, V26, P1294
[6]   Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation [J].
Pulvirenti, L. ;
Chini, M. ;
Pierdicca, N. ;
Guerriero, L. ;
Ferrazzoli, P. .
REMOTE SENSING OF ENVIRONMENT, 2011, 115 (04) :990-1002
[7]  
Spence R., J VOLC GEOT RES SUBM
[8]   Satellite radar and optical remote sensing for earthquake damage detection: results from different case studies [J].
Stramondo, S. ;
Bignami, C. ;
Chini, M. ;
Pierdicca, N. ;
Tertulliani, A. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (20) :4433-4447
[9]  
Surono Jousset P., J VOLC GEOT RES SUBM
[10]   Toward a revised hazard assessment at Merapi volcano, Central Java']Java [J].
Thouret, JC ;
Lavigne, F ;
Kelfoun, K ;
Bronto, S .
JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH, 2000, 100 (1-4) :479-502