PREDIKSI JANGKA PANJANG ERUPSI GUNUNG MERAPI MENGGUNAKAN HYPOTHESIS TESTING DAN SURVIVAL ANALYSIS

Long-term forecasting of volcanic eruption is an effort to mitigate the volcanic hazard, especially in the volcano�s inhabited slope area, such as Merapi Volcano. Long-term forecasting of Merapi Volcano�s consist of regimes identification, distribution pattern indentification in each regimes, an...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: , FATAH YOGO YUDHANTI, , Drs. Imam Suyanto, M. Si.
التنسيق: Theses and Dissertations NonPeerReviewed
منشور في: [Yogyakarta] : Universitas Gadjah Mada 2014
الموضوعات:
ETD
الوصول للمادة أونلاين:https://repository.ugm.ac.id/129191/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=69569
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المؤسسة: Universitas Gadjah Mada
الوصف
الملخص:Long-term forecasting of volcanic eruption is an effort to mitigate the volcanic hazard, especially in the volcanoâ��s inhabited slope area, such as Merapi Volcano. Long-term forecasting of Merapi Volcanoâ��s consist of regimes identification, distribution pattern indentification in each regimes, and forecasting the time of first eruption after 2010â��s eruption. The results of KS2test with significance level (α) 0,05 on interevent time of Merapi Volcanoâ��s eruptions from 1768 until 2010 showed that old regime happened before 1878, and new regime has started from 1878 until 2010. Datas in each regimes then processed using Akaike Information Criterion (AIC). The AICâ��s processing results showed that gamma and Weibull distributions are the most suitable patterns for Merapiâ��s old regime datas (AIC 95,75) and new regime datas (AIC 160,29). These differences are the results of eruptions mechanismâ��s change of Merapi Volcano from fountain-collapse-dominated eruptions to domecollapse- dominated eruptions. The application of Weibull fit on new regime datas of Merapi got intercept value 1,60, Weibull scale 4,97, and Weibull shape 2,65. These results then used to find the value of survival function, hazard rate, and probability of eruption during 2 - 18 years after 2010â��s eruption. From those results, we can conclude that the first Merapiâ��s eruption after 2010â��s is going to be happen between 2014 â�� 2016, and the characteristics are seem to be dominated by dome-collapse eruptions with 6 years is the longest interevent time.