Abstract
Considerable attention has recently been focused on the impacts of climate change and human activities on river streamflow conditions. This study explored these effects using three hydrological modeling techniques such as multi-regression, a two-parameter hydrological model, and hydrological sensitivity analysis, followed by trend analysis and change point detection. The non-parametric Mann-Kendall test was used to analyze the trends in hydro-meteorological parameters. The non-parametric Pettitt test and double cumulative curve techniques were used to identify change points in annual streamflow series during 1978–2014. After determining the change point year to be 1997, the series were split into two parts: a pre-change (natural) period (1978–1997) and a post-change (human-induced) period (1998–2014). The hydrological models were calibrated and estimated for the pre-change (natural) period, which provided the relative change in annual streamflow for the post-change (human-induced) period. The contribution of climate variability ranged from 36.3% to 55.9%, and human activities accounted for 44.5% to 63.7% of streamflow variability. These results suggest that human activities are more impactful than climate variability. The outcomes of this study show that streamflow in the basin was influenced by climate variability, but human actions were also major driving forces in altering the streamflow.
Original language | English |
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Pages (from-to) | 4931-4941 |
Number of pages | 11 |
Journal | KSCE Journal of Civil Engineering |
Volume | 25 |
Issue number | 12 |
Early online date | 08 Aug 2021 |
DOIs | |
Publication status | Published - Dec 2021 |
Externally published | Yes |
Bibliographical note
Funding Information:This research was supported by a grant (2020-MOIS33-006) from the Lower-level and Core Disaster-Safety Technology Development Program funded by the Ministry of Interior and Safety, Korea. Mr. Sabab Ali Shah is grateful to the Higher Education Commission of Pakistan for a Ph.D. scholarship under the program of faculty development for USESTPS, Phase-1, Batch V.
Publisher Copyright:
© 2021, Korean Society of Civil Engineers.
Keywords
- Change point
- Climate variability
- Human activities
- Hydrological model
- Streamflow
ASJC Scopus subject areas
- Civil and Structural Engineering