A Review on Remote Sensing and GIS Applications to Monitor Natural Disasters in Indonesia

被引:12
作者
Hakim, Wahyu Luqmanul [1 ]
Lee, Chang-Wook [2 ]
机构
[1] Kangwon Natl Univ, Dept Smart Reg Innovat, Chunchon, South Korea
[2] Kangwon Natl Univ, Dept Sci Educ, Chunchon, South Korea
基金
新加坡国家研究基金会;
关键词
Remote Sensing; GIS; Natural Disaster; Review; Indonesia; PERSISTENT SCATTERER INTERFEROMETRY; CENTRAL [!text type='JAVA']JAVA[!/text; LAND SUBSIDENCE; LOGISTIC-REGRESSION; SURFACE DEFORMATION; FREQUENCY RATIO; HIGH-RESOLUTION; MERAPI VOLCANO; MOUNT SINABUNG; NEURAL-NETWORK;
D O I
10.7780/kjrs.2020.36.6.1.3
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Indonesia is more prone to natural disasters due to its geological condition under the three main plates, making Indonesia experience frequent seismic activity, causing earthquakes, volcanic eruption, and tsunami. Those disasters could lead to other disasters such as landslides, floods, land subsidence, and coastal inundation. Monitoring those disasters could be essential to predict and prevent damage to the environment. We reviewed the application of remote sensing and Geographic Information System (GIS) for detecting natural disasters in the case of Indonesia, based on 43 articles. The remote sensing and GIS method will be focused on InSAR techniques, image classification, and susceptibility mapping. InSAR method has been used to monitor natural disasters affecting the deformation of the earth's surface in Indonesia, such as earthquakes, volcanic activity, and land subsidence. Monitoring landslides in Indonesia using InSAR techniques has not been found in many studies; hence it is crucial to monitor the unstable slope that leads to a landslide. Image classification techniques have been used to monitor pre-and post-natural disasters in Indonesia, such as earthquakes, tsunami, forest fires, and volcano eruptions. It has a lack of studies about the classification of flood damage in Indonesia. However, flood mapping was found in susceptibility maps, as many studies about the landslide susceptibility map in Indonesia have been conducted. However, a land subsidence susceptibility map was the one subject to be studied more to decrease land subsidence damage, considering many reported cases found about land subsidence frequently occur in several cities in Indonesia.
引用
收藏
页码:1303 / 1322
页数:20
相关论文
共 81 条
[1]   Land subsidence of Jakarta (Indonesia) and its relation with urban development [J].
Abidin, Hasanuddin Z. ;
Andreas, Heri ;
Gumilar, Irwan ;
Fukuda, Yoichi ;
Pohan, Yusuf E. ;
Deguchi, T. .
NATURAL HAZARDS, 2011, 59 (03) :1753-1771
[2]  
Achmad A.R., 2020, REMOTE SENSING, V12, P1
[3]  
Achmad A.R., 2020, REMOTE SENSING, V12, P1
[4]   Geomorphological Transition Research for Affecting the Coastal Environment due to the Volcanic Eruption of Anak Krakatau by Satellite Imagery [J].
Achmad, Arief Rizqiyanto ;
Syifa, Mutiara ;
Park, Sung Jae ;
Lee, Chang-Wook .
JOURNAL OF COASTAL RESEARCH, 2019, :214-220
[5]   Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia [J].
Aditian, Aril ;
Kubota, Tetsuya ;
Shinohara, Yoshinori .
GEOMORPHOLOGY, 2018, 318 :101-111
[6]   Remote sensing-based neural network mapping of tsunami damage in Aceh, Indonesia [J].
Aitkenhead, Matthew J. ;
Lumsdon, Parivash ;
Miller, David R. .
DISASTERS, 2007, 31 (03) :217-226
[7]  
Albino F., 2020, Journal of Geophysical Research: Solid Earth, V125, P1
[8]   Dyke intrusion between neighbouring arc volcanoes responsible for 2017 pre-eruptive seismic swarm at Agung [J].
Albino, Fabien ;
Biggs, Juliet ;
Syahbana, Devy Kamil .
NATURE COMMUNICATIONS, 2019, 10 (1)
[9]  
[Anonymous], 2016, GEOENVIRONMENTAL DIS
[10]  
[Anonymous], 2015, P 4 IND JAP C KNOWL, P1