Global streamflow, crucial for ecology, agriculture, and human activities, can be influenced by elevated atmospheric CO (eCO) though direct regulation of vegetation physiology and structure, which can either decrease or increase streamflow. Despite a 21.8% rise in CO over 40 years, its impact on streamflow is not obvious and remains highly debated. Using a full differential approach at the catchment scale and an optimum finger approach globally, both constrained by observed streamflow, here, we find that vegetation responses to eCO in 1981-2020 has limited impact on streamflow via direct regulation. The median eCO contribution approaches zero across 1116 unimpacted catchments, and global streamflow changes cannot be solely attributed to eCO. These results offer key insights into the intricate dynamics of CO and other factors shaping streamflow changes over the past four decades. Such understanding is vital for attributing current streamflow changes under eCO conditions.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11527883 | PMC |
http://dx.doi.org/10.1038/s41467-024-53879-x | DOI Listing |
Innovation (Camb)
May 2024
Chengdu University of Information Technology, Chengdu 610225, China.
Streamflow and flood forecasting remains one of the long-standing challenges in hydrology. Traditional physically based models are hampered by sparse parameters and complex calibration procedures particularly in ungauged catchments. We propose a novel hybrid deep learning model termed encoder-decoder double-layer long short-term memory (ED-DLSTM) to address streamflow forecasting at global scale for all (gauged and ungauged) catchments.
View Article and Find Full Text PDFScience
December 2024
Department of Civil and Environmental Engineering, University of Massachusetts, Amherst, MA, USA.
We mapped daily streamflow from 1984 to 2018 in approximately 2.9 million rivers to assess recent changes to global river systems. We found that river outlets were dominated by significant decreases in flow, whereas headwaters were 1.
View Article and Find Full Text PDFHeliyon
December 2024
College of Business, Technology and Vocational Education, Kotebe University of Education, Addis Ababa, Ethiopia.
Nat Commun
November 2024
Department of Hydraulics and Sanitation, São Carlos School of Engineering, University of São Paulo, São Carlos, São Paulo, SP, Brazil.
Proc Natl Acad Sci U S A
December 2024
Hydrological Sciences Lab, NASA Goddard Space Flight Center, Greenbelt, MD 20771.
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