COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION)
Floods are among the most common natural disasters in Indonesia. Extreme rain is a phenomenon that causes negative impacts in the form of flooding. This rain can be analyzed using the Intensity, Duration and Frequency (IDF) curve To estimate the IDF curve, short-duration rainfall data are needed,...
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id-itb.:699152022-12-20T07:52:04ZCOMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) Fangia Indra, Fauziah Indonesia Final Project Chen Formula, Modification of Chen Formula, IDF Curve, Rainfall, RMSE. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/69915 Floods are among the most common natural disasters in Indonesia. Extreme rain is a phenomenon that causes negative impacts in the form of flooding. This rain can be analyzed using the Intensity, Duration and Frequency (IDF) curve To estimate the IDF curve, short-duration rainfall data are needed, but this rainfall data is not available at all observation stations in Indonesia. To overcome the limitations of rainfall data with a short duration, this study will apply the Chen formula (1983) and a modification of the Chen formula in western Java by combining daily observational rainfall data with satellite rainfall data that is widely available so that the problem of data limitations is to estimate the IDF curve. in Indonesia can be resolved. Chen's modification method in the Bandung area is generally able to improve the results of the satellite data IDF curve estimation in approaching the observational data IDF curve quite well, with the best improvement in a short duration of 3-6 hours with an RMSE value of 3.83 mm / hour. In the Citeko area, the Chen modification method was only able to improve the IDF curve estimation results for a duration greater than 6 hours with the best improvement in the 12-24 hours duration (RMSE value 5.05 mm / hour). Of the 5 station points (South Tanggerang, Cengkareng, Serang, Kemayoran, and Tanjung Priok) the IDF curve estimated using the Chen Modification formula with a duration of> 24 hours generally shows an overestimate value to the observed data. text |
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Floods are among the most common natural disasters in Indonesia. Extreme rain
is a phenomenon that causes negative impacts in the form of flooding. This rain can
be analyzed using the Intensity, Duration and Frequency (IDF) curve
To estimate the IDF curve, short-duration rainfall data are needed, but this rainfall
data is not available at all observation stations in Indonesia. To overcome the
limitations of rainfall data with a short duration, this study will apply the Chen
formula (1983) and a modification of the Chen formula in western Java by
combining daily observational rainfall data with satellite rainfall data that is widely
available so that the problem of data limitations is to estimate the IDF curve. in
Indonesia can be resolved.
Chen's modification method in the Bandung area is generally able to improve the
results of the satellite data IDF curve estimation in approaching the observational
data IDF curve quite well, with the best improvement in a short duration of 3-6
hours with an RMSE value of 3.83 mm / hour. In the Citeko area, the Chen
modification method was only able to improve the IDF curve estimation results for
a duration greater than 6 hours with the best improvement in the 12-24 hours
duration (RMSE value 5.05 mm / hour). Of the 5 station points (South Tanggerang,
Cengkareng, Serang, Kemayoran, and Tanjung Priok) the IDF curve estimated
using the Chen Modification formula with a duration of> 24 hours generally shows
an overestimate value to the observed data. |
format |
Final Project |
author |
Fangia Indra, Fauziah |
spellingShingle |
Fangia Indra, Fauziah COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) |
author_facet |
Fangia Indra, Fauziah |
author_sort |
Fangia Indra, Fauziah |
title |
COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) |
title_short |
COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) |
title_full |
COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) |
title_fullStr |
COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) |
title_full_unstemmed |
COMPARISON ANALYSIS OF INTENSITY-DURATION-FREQUENCY (IDF) RAINFALL CURVE FROM SATELLITE DATA WITH OBSERVATION DATA (CASE STUDY: WEST JAVA REGION) |
title_sort |
comparison analysis of intensity-duration-frequency (idf) rainfall curve from satellite data with observation data (case study: west java region) |
url |
https://digilib.itb.ac.id/gdl/view/69915 |
_version_ |
1822006160608198656 |