Pemodelan Debit dengan Data Curah Hujan dari Rain Gauges dan Data TRMM pada DAS Temef di Pulau Timor - NTT

D. F. Welkis, Donny Harisuseno, Sri Wahyuni
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引用次数: 1

Abstract

Rainfall data collection based on the TRMM (Tropical Rainfall Measuring Mission) satellite provides a good alternative in estimating rainfall. TRMM technology can minimize manual rainfall recording errors and increase rainfall accuracy for hydrological analysis. From the results of the statistical relationship analysis, the most accurate results obtained are 9 years of calibration and 1 year of validation, the selected equation is a polynomial with the following equation y = 0.0112 x2 - 0.2564x + 4,1293, so that validation analysis is carried out with the selected equation so that the validation results are obtained against 1 year rainfall data for the RMSE value of 7.022. The NSE value is 0.923, the Correlation Coefficient is 0.94 and the relative error value is 5.48 and the results of the equation for discharge are modeling return periods of discharge 2, 5, 10, 20 and 25 years for discharge observations of 2 years return period; Q = 84.44, m3/s at 5 years return period; Q = 105.95 m3/s, 10 year return period; Q = 120.86 m3/s, 20 years return period; Q = 135.16 m3/s, 25 years return period; Q = 139.69 m3/s. Meanwhile, for the simulation discharge, the return period is 2 years; Q =51,84 m3/s at 5 year return period; Q = 65,35 m3/s, 10 year return period; Q = 74,15 m3/s, 20 years return period; Q = 84,89 m3/s, return period of 25 years; Q = 94,65 m3/s.
基于TRMM(热带降雨测量任务)卫星的降雨数据收集为估算降雨量提供了一个很好的替代方案。TRMM技术可以最大限度地减少人工降雨记录误差,提高水文分析的降雨精度。从统计关系分析的结果来看,得到的最准确的结果是9年的校准和1年的验证,所选择的方程是一个多项式,方程为y = 0.0112 x2 - 0.2564x + 4,1293,因此用所选择的方程进行验证分析,得到针对1年降雨量数据的验证结果,RMSE值为7.022。NSE值为0.923,相关系数为0.94,相对误差值为5.48,流量方程对2年回归期的流量观测结果分别模拟了流量2、5、10、20和25年的回归期;Q = 84.44, 5年回归期m3/s;Q = 105.95 m3/s, 10年回收期;Q = 120.86 m3/s,回收期20年;Q = 135.16 m3/s,回收期25年;Q = 139.69 m3/s。同时,模拟排放的回收期为2年;5年回收期Q =51,84 m3/s;Q = 65,35 m3/s, 10年回收期;Q = 74,15 m3/s,回收期20年;Q = 84,89 m3/s,回收期25年;Q = 94,65 m3/s。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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