TY - JOUR
T1 - Proposing a trend-based time-varying approach to assess climate- and human-induced impacts on streamflow
AU - Li, Jianfeng
AU - Shi, Xiaogang
AU - Chen, Yongqin David
AU - Zhang, Lu
N1 - Funding Information:
This work was substantially supported by research grants from the Research Grants Council of the Hong Kong Special Administrative Region, China [No. HKBU12303517, No. HKBU12302518 and No. CUHK441313], the Faculty Research Grant from Hong Kong Baptist University [No. FRG2/15-16/043], Direct Grant of the Chinese University of Hong Kong [CUHK Direct Grant 4052085]. Detailed information of the data can be obtained by contacting to the corresponding author at [email protected].
PY - 2020/9/9
Y1 - 2020/9/9
N2 - The conventional abrupt change-based assessments of climate- and human-induced impacts on streamflow require the existence of change point(s) and stationarity assumption. However, hydrological conditions may not change abruptly at a certain time, but rather evolve gradually over a period. We propose a trend-based time-varying approach that does not require these prerequisites to assess the climate- and human-induced impacts on hydrological conditions in the Pearl River Basin (PRB), China, which can be applied in other basins. The trend-based time-varying approach detects human activities exert a significant seasonal regulation on streamflow (i.e. 113% of the decreases in the wet season and 93% of the increases in the dry season) and 101% of the reductions in flood peaks in the East River Basin, the sub-basin with the highest ratio of total reservoir storage capacity to river discharge in the PRB. Climate change contributes to 77% of the increases in flood peaks in the West River Basin, a large sub-basin with lower flood control levels.
AB - The conventional abrupt change-based assessments of climate- and human-induced impacts on streamflow require the existence of change point(s) and stationarity assumption. However, hydrological conditions may not change abruptly at a certain time, but rather evolve gradually over a period. We propose a trend-based time-varying approach that does not require these prerequisites to assess the climate- and human-induced impacts on hydrological conditions in the Pearl River Basin (PRB), China, which can be applied in other basins. The trend-based time-varying approach detects human activities exert a significant seasonal regulation on streamflow (i.e. 113% of the decreases in the wet season and 93% of the increases in the dry season) and 101% of the reductions in flood peaks in the East River Basin, the sub-basin with the highest ratio of total reservoir storage capacity to river discharge in the PRB. Climate change contributes to 77% of the increases in flood peaks in the West River Basin, a large sub-basin with lower flood control levels.
KW - climate change
KW - floods
KW - human-induced impacts
KW - Pearl River Basin
KW - streamflow
KW - time-varying
UR - https://www.ingentaconnect.com/content/tandf/hsj/2020/00000065/00000012/art00005
UR - http://www.scopus.com/inward/record.url?scp=85088037856&partnerID=8YFLogxK
U2 - 10.1080/02626667.2020.1785625
DO - 10.1080/02626667.2020.1785625
M3 - Journal article
AN - SCOPUS:85088037856
SN - 0262-6667
VL - 65
SP - 2043
EP - 2056
JO - Hydrological Sciences Journal
JF - Hydrological Sciences Journal
IS - 12
ER -