1975-2020年基于GIS和ARIMA模型的恒河河段河道形态及中线河道迁移预测

IF 1.5 Q4 WATER RESOURCES
R. Verma, K. Ashwini, Ajai Singh
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引用次数: 7

摘要

曲流的动态特性给河流带来了一些挑战。恒河的许多河段都出现了严重的河岸侵蚀,这给栖息地带来了不安全感。本文研究了1975 - 2020年5年的河道形态和中线侧向运移。利用ARIMA模型,利用多时相Landsat卫星影像对2020 - 2050年的中线侧向偏移量进行了预测。将河段划分为8个弯道,确定了48个断面。1975年观测到的海峡长度为224.35公里,到2020年缩短为199.96公里。河道长度和曲径比的平均值呈下降趋势,弯曲比和弯曲比的平均值呈上升趋势。共有11个截面向右移动,36个截面向左移动。观测值和预测值在CS-24和CS-25分别为0.90和0.89,R2值较好。研究结果可用于各种河道整治工作的规划和管理,以及对河流系统动态的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel morphology and prediction of mid-line channel migration in the reach of Ganga River using GIS and ARIMA modeling during 1975–2020
The dynamic nature of meandering poses several challenges in a river. The river Ganga shows severe bank erosion in many of its stretches which creates insecurity to the habitats. In the present study, channel morphology and lateral mid-line migration for 1975 to 2020 in 5 years intervals have been studied. The prediction of lateral mid-line migration from 2020 to 2050 by using multi-temporal Landsat satellite images was made by using the ARIMA model. The river reach was divided into 8 bends and 48 cross-sections were identified. The channel length was observed as 224.35 km in 1975 which reduces to 199.96 km in 2020. A decreasing trend was observed for the mean of channel length and meander ratio, and an increasing trend was noted in the mean of sinuosity ratio and tortuosity ratio. A total of 11 cross-sections showed the rightward shifting and 36 cross-sections showed the leftward shifting. Observed and predicted values showed a good R2 value of 0.90 and 0.89 at CS-24 and CS-25, respectively. The results may be used for planning and management of various river training work and understanding the river system dynamics.
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来源期刊
H2Open Journal
H2Open Journal Environmental Science-Environmental Science (miscellaneous)
CiteScore
3.30
自引率
4.80%
发文量
47
审稿时长
24 weeks
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