Impacts of land use and climate change on runoff in the Shaying River Basin based on SWAT model

IF 1.4 4区 环境科学与生态学 Q3 LIMNOLOGY
Jie Tao, Yang Cao, Rong Gan, Qiting Zuo, Qingli Zhao, Yinxing He
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Abstract

In the past decades, land use pattern and climate conditions of Shaying River Basin have changed significantly, which will inevitably have a significant impact on the river hydrological situation. Therefore, in order to study the response of the hydrological cycle process of the Shaying River Basin to land use and climate changes, this paper constructed the Soil and Water Assessment Tool (SWAT) hydrological model of the Shaying River Basin based on historical meteorological and hydrological data, and conducted parameter calibration and model verification to quantitatively explore the response of the runoff of the Shaying River Basin to different land use and climate change scenarios. The results showed that: (1) In calibration and verification periods, the determination coefficients (R2) were 0.80 and 0.83 respectively, the Nash–Sutcliffe efficiency coefficients (NSE) were 0.77 and 0.73 respectively, and the percentage deviation (PBIAS) was within ± 25%. (2) Setting different combinations of land use and climate changes into four scenarios S1, S2, S3, and S4, the simulated runoff depths were 257 mm, 298 mm, 259 mm, and 301 mm, respectively. The impacts of land use and climate changes on the annual runoff of Shaying River were 0.9% and 16.1% respectively. (3) In the scenario with 4 °C reduction and 20% precipitation increase and scenario 4 °C increase and 20% precipitation reduction, the maximum and minimum annual runoff were increased by 81.9% and decreased by 70.9% compared with the baseline period, respectively. (4) Under the seven scenarios, the precipitation, temperature and runoff in the middle and late 21st century showed an increasing trend, and precipitation will be the main controlling factor affecting runoff. The annual runoff depth showed an increasing trend, and the change of runoff depth in the lower reaches of the basin will be the most obvious.

Abstract Image

基于 SWAT 模型的土地利用和气候变化对沙英河流域径流的影响
在过去的几十年中,沙颍河流域的土地利用模式和气候条件发生了显著变化,这必然会对河流水文状况产生重大影响。因此,为了研究沙颍河流域水文循环过程对土地利用和气候变化的响应,本文基于历史气象和水文数据,构建了沙颍河流域水土评估工具(SWAT)水文模型,并进行了参数校核和模型验证,定量探讨了沙颍河流域径流对不同土地利用和气候变化情景的响应。结果表明(1)在校核和验证期间,判定系数(R2)分别为 0.80 和 0.83,纳什-苏特克利夫效率系数(NSE)分别为 0.77 和 0.73,偏差百分比(PBIAS)在±25%以内。(2)将土地利用和气候变化的不同组合设定为 S1、S2、S3 和 S4 四种情景,模拟径流深度分别为 257 毫米、298 毫米、259 毫米和 301 毫米。土地利用和气候变化对沙颍河年径流量的影响分别为 0.9%和 16.1%。(3)在降水量减少 4 ℃、降水量增加 20% 的情景和降水量增加 4 ℃、降水量减少 20% 的情景下,最大年径流量和最小年径流量分别比基线期增加 81.9%和减少 70.9%。(4)在七种情景下,21 世纪中后期降水、温度和径流均呈上升趋势,降水将成为影响径流的主要控制因素。年径流深呈上升趋势,流域下游径流深变化最为明显。
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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来源期刊
Limnology
Limnology 地学-湖沼学
CiteScore
4.30
自引率
6.20%
发文量
15
审稿时长
>12 weeks
期刊介绍: Limnology is a scientific journal published three times a year, in January, April, and August, by Springer in association with the Japanese Society of Limnology. The editors welcome original scientific contributions on physical, chemical, biological, or related research, including environmental issues, on any aspect of basic, theoretical, or applied limnology that present significant findings for the community of scholars. The journal publishes Rapid communications, Research papers, Review articles, Asia/Oceania reports, and Comments. The aims and scope of Limnology are to publish scientific and/or technical papers in limnological sciences, to serve as a platform for information dissemination among scientists and practitioners, to enhance international links, and to contribute to the development of limnology.
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