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Paíz R, Pierson DC, Lindqvist K, Naden PS, de Eyto E, Dillane M, McCarthy V, Linnane S, Jennings E. Accounting for model parameter uncertainty provides more robust projections of dissolved organic carbon dynamics to aid drinking water management. WATER RESEARCH 2025; 276:123238. [PMID: 39919351 DOI: 10.1016/j.watres.2025.123238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/28/2025] [Accepted: 01/31/2025] [Indexed: 02/09/2025]
Abstract
Changes in climate and human behaviour impact catchment hydrology and the export of nutrients including dissolved organic carbon (DOC), with consequences for drinking water supply. In this study, we projected future river discharge and DOC dynamics under three Shared Socioeconomic Pathways (i.e., different futures of climatic conditions, socio-economic development and adaptation to climate change) and quantified change relative to a baseline for two contrasting catchments: one in Sweden and one in Ireland. For this, we used the Generalised Watershed Loading Functions Model (GWLF) with an integrated DOC module (GWLF-DOC) and drove it with data from an ensemble of global climate models, taking into account variability derived from multiple model parameter sets. We assessed the relative contribution of each of these two factors (climate input data and model parameterisation) to the total uncertainty in predictions. Projections for river discharge differed between the two sites in magnitude, variability and direction of change depending on the future scenario and time period. In contrast, DOC was always projected to show increases in concentration throughout the annual cycle and over time, with the highest levels by the end of the century, for scenarios with greater warming and low mitigation efforts. Future climate data provided the dominant source of uncertainty in all of our projections. However, the DOC model parameters, which respond to temperature and soil moisture conditions, became more influential in scenarios of higher climatic variability. Our approach highlights the benefits of incorporating often ignored parameter uncertainty in climate change impact assessments for both interpreting outputs and communicating results to water managers.
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Affiliation(s)
- Ricardo Paíz
- Centre for Freshwater and Environmental Studies, Dundalk Institute of Technology, A91 K584 Dundalk, Co. Louth, Ireland.
| | - Donald C Pierson
- Department of Ecology and Genetics - Limnology, Uppsala University, 752 36 Uppsala, Sweden
| | - Klara Lindqvist
- Department of Earth Sciences, Uppsala University, 752 36 Uppsala, Sweden; Swedish Meteorological and Hydrological Institute, 601 76 Norrköping, Sweden
| | - Pamela S Naden
- UK Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire OX10 8BB, UK
| | - Elvira de Eyto
- Fisheries & Ecosystem Advisory Services, Marine Institute, F28 PF65 Newport, Co. Mayo, Ireland
| | - Mary Dillane
- Fisheries & Ecosystem Advisory Services, Marine Institute, F28 PF65 Newport, Co. Mayo, Ireland
| | - Valerie McCarthy
- School of History and Geography, Dublin City University, D09 YT18 9, Dublin, Ireland
| | - Suzanne Linnane
- Centre for Freshwater and Environmental Studies, Dundalk Institute of Technology, A91 K584 Dundalk, Co. Louth, Ireland
| | - Eleanor Jennings
- Centre for Freshwater and Environmental Studies, Dundalk Institute of Technology, A91 K584 Dundalk, Co. Louth, Ireland
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Wu J, Yao H. Enhanced Role of Streamflow Processes in the Evolutionary Trends of Dissolved Organic Carbon. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:4772-4780. [PMID: 38423082 DOI: 10.1021/acs.est.3c09508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
Investigating dissolved organic carbon (DOC) dynamics and drivers in rivers enhances the understanding of carbon-environment linkages and support sustainability. Previous studies did not fully consider the dynamic nature of key drivers that influence the long-term changing trends in DOC concentration over time (the controlling factors and their roles in DOC trend can undergo alterations over time). We analyzed 42 years (1979-2018) of hydrometeorology, sulfate SO4, and DOC data from a 5.42 km2 watershed in central-southern Ontario, Canada. Our findings reveal a significant (p ≤ 0.01) overall increase in DOC concentrations, mainly due to the coevolution of SO4 and streamflow trends, especially the extreme flows. Over the 42-year period, the changing trend of streamflow (especially the extreme high or low flows) have significantly (p < 0.05) intensified their influence on DOC trends, increasing by an average of 30%. Conversely, the impact of SO4 has weakened, experiencing an average decrease of 32.6%. The upward trend in the annual average DOC concentration is attributed to the increasing number of maximum flow days within a year, while the decreasing trend in the number of minimum flow days has a contrasting effect. In other words, changes in maximum and minimum flow days have a counteracting effect on the DOC concentration trends. These results underscore the importance of considering the effects of altered streamflow processes on carbon cycle changes under evolving environmental conditions.
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Affiliation(s)
- Jiefeng Wu
- Key Laboratory of Hydrometeorological Disaster Mechanism and Warning of Ministry of Water Resources, Nanjing University of Information Science and Technology, Nanjing, Jiangsu 210000, China
- School of Hydrology and Water Resources, Nanjing University of Information Science and Technology, Nanjing, Jiangsu 210000, China
| | - Huaxia Yao
- Inland Waters Unit, Environmental Monitoring and Reporting Branch, Ontario Ministry of Environment, Conservation and Parks, Dorset, Ontario P0A 1E0, Canada
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Raposo VDMB, Costa VAF, Rodrigues AF. A review of recent developments on drought characterization, propagation, and influential factors. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 898:165550. [PMID: 37459986 DOI: 10.1016/j.scitotenv.2023.165550] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/13/2023] [Accepted: 07/13/2023] [Indexed: 07/24/2023]
Abstract
Droughts have impacted human society throughout its history. However, the occurrence of severe drought events in the last century and the concerns on the potential effects of climate change have prompted remarkable advances in drought conceptualization and modeling in recent years. This review intends to present the state-of-the-art on drought characterization and propagation, as well as providing insights on how climate dynamics and anthropogenic activities might affect this phenomenon. For this purpose, we first address the distinct concepts of droughts and their relationships. Next, we present two frequently utilized methods based on the run theory for drought characterization and explain the development and recovery stages of droughts. Then, we discuss potential drivers for drought occurrence and propagation, with focus on meteorological factors, catchments' physical characteristics and human activities. Later, we describe how droughts can affect several parameters of water quality. This review also addressed flash droughts, encompassing their definitions, commonly used indices, and potential drivers. Finally, we briefly address the roles of climate change and long-term persistence on future drought scenarios. This review may be useful for researchers and stakeholders for attaining a broader understanding on drought dynamics and impacts.
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Affiliation(s)
- Vinícius de Matos Brandão Raposo
- Federal University of Minas Gerais, Sanitation, Environment and Water Resources Postgraduate Program, Antonio Carlos Avenue, 6627, School of Engineering, Belo Horizonte 31270-901, Minas Gerais, Brazil.
| | - Veber Afonso Figueiredo Costa
- Federal University of Minas Gerais, Sanitation, Environment and Water Resources Postgraduate Program, Antonio Carlos Avenue, 6627, School of Engineering, Belo Horizonte 31270-901, Minas Gerais, Brazil
| | - André Ferreira Rodrigues
- Federal University of Minas Gerais, Sanitation, Environment and Water Resources Postgraduate Program, Antonio Carlos Avenue, 6627, School of Engineering, Belo Horizonte 31270-901, Minas Gerais, Brazil
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