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Tian YQ, Yu Q, Carrick HJ, Becker BL, Confesor R, Francek M, Anderson OC. Analysis of spatiotemporal variation in dissolved organic carbon concentrations for streams with cropland-dominated watersheds. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 861:160744. [PMID: 36493833 DOI: 10.1016/j.scitotenv.2022.160744] [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: 09/12/2022] [Revised: 10/30/2022] [Accepted: 12/03/2022] [Indexed: 06/17/2023]
Abstract
It remains a challenge to understand how dissolved organic carbon (DOC) is cycled from farmlands to rivers due to the complex interaction between farming practices, the baseflow hydrology of predominantly flat lowlands, and seasonal environmental influences such as snowpack. To address this, field DOC concentrations were measured monthly throughout the year at sub-basin scales across the Chippewa River Watershed, which falls within the Corn Belt of the Midwestern United States. These DOC dynamics in stream water from croplands were benchmarked against the data sampled from hilly forested areas in the Connecticut River Watershed. The Soil Water Assessment Tool (SWAT) simulation was applied to provide potential predictive variables associated with daily baseflow. Our study outlines a framework using the combination of primary field data, hydrological modeling, and knowledge-based reclassification of Land Use/Land Cover (LULC) data to analyze the viability of modeling the spatial and temporal variations of cropland stream DOC concentrations. Calibration of the SWAT model resulted in the overall daily Nash-Sutcliffe model efficiency coefficient (NSE) of 0.67 and the corresponding R2 = 0.89. Our main results show: 1) baseflow DOC concentrations from croplands were substantially higher throughout the year relative to other landcover areas, especially for spring runoff/snowmelt scenarios, 2) an empirical analysis explained ~82 % of the spatial gradient of annual mean observed DOC concentrations, and 3) with the addition of hydrological simulated variables, a linear model explained ~81 % of monthly and 54 % of daily variations of observed DOC concentrations for cropland sub-basins. Our study identified key factors regulating the spatiotemporal DOC concentrations in cropland streamflow; the contribution here promotes to strengthen future analytical models that link watershed characteristics to carbon cycling processes in a large freshwater ecosystem.
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Affiliation(s)
- Yong Q Tian
- Department of Geography and Environmental Studies & Institute for Great Lakes Research, Central Michigan University, MI 48858, United States of America.
| | - Qian Yu
- Department of Geosciences, University of Massachusetts-Amherst, Amherst, MA 01003, United States of America
| | - Hunter J Carrick
- Department of Biology & Institute for Great Lakes Research, Central Michigan University, MI 48858, United States of America
| | - Brian L Becker
- Department of Geography and Environmental Studies & Institute for Great Lakes Research, Central Michigan University, MI 48858, United States of America
| | - Remegio Confesor
- Environment and Natural Resources, Norwegian Institute of Bioeconomy Research, Norway
| | - Mark Francek
- Department of Geography and Environmental Studies & Institute for Great Lakes Research, Central Michigan University, MI 48858, United States of America
| | - Olivia C Anderson
- Department of Biology & Institute for Great Lakes Research, Central Michigan University, MI 48858, United States of America
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Al-Hashimi O, Hashim K, Loffill E, Marolt Čebašek T, Nakouti I, Faisal AAH, Al-Ansari N. A Comprehensive Review for Groundwater Contamination and Remediation: Occurrence, Migration and Adsorption Modelling. Molecules 2021; 26:5913. [PMID: 34641456 PMCID: PMC8512142 DOI: 10.3390/molecules26195913] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/26/2021] [Accepted: 09/26/2021] [Indexed: 11/30/2022] Open
Abstract
The provision of safe water for people is a human right; historically, a major number of people depend on groundwater as a source of water for their needs, such as agricultural, industrial or human activities. Water resources have recently been affected by organic and/or inorganic contaminants as a result of population growth and increased anthropogenic activity, soil leaching and pollution. Water resource remediation has become a serious environmental concern, since it has a direct impact on many aspects of people's lives. For decades, the pump-and-treat method has been considered the predominant treatment process for the remediation of contaminated groundwater with organic and inorganic contaminants. On the other side, this technique missed sustainability and the new concept of using renewable energy. Permeable reactive barriers (PRBs) have been implemented as an alternative to conventional pump-and-treat systems for remediating polluted groundwater because of their effectiveness and ease of implementation. In this paper, a review of the importance of groundwater, contamination and biological, physical as well as chemical remediation techniques have been discussed. In this review, the principles of the permeable reactive barrier's use as a remediation technique have been introduced along with commonly used reactive materials and the recent applications of the permeable reactive barrier in the remediation of different contaminants, such as heavy metals, chlorinated solvents and pesticides. This paper also discusses the characteristics of reactive media and contaminants' uptake mechanisms. Finally, remediation isotherms, the breakthrough curves and kinetic sorption models are also being presented. It has been found that groundwater could be contaminated by different pollutants and must be remediated to fit human, agricultural and industrial needs. The PRB technique is an efficient treatment process that is an inexpensive alternative for the pump-and-treat procedure and represents a promising technique to treat groundwater pollution.
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Affiliation(s)
- Osamah Al-Hashimi
- Babylon Water Directorate, Babylon 51001, Iraq
- School of Civil Engineering and Built Environment, Liverpool John Moores University, Liverpool L3 3AF, UK; (K.H.); (E.L.); (T.M.Č.)
| | - Khalid Hashim
- School of Civil Engineering and Built Environment, Liverpool John Moores University, Liverpool L3 3AF, UK; (K.H.); (E.L.); (T.M.Č.)
- Department of Environmental Engineering, College of Engineering, University of Babylon, Babylon 51001, Iraq
| | - Edward Loffill
- School of Civil Engineering and Built Environment, Liverpool John Moores University, Liverpool L3 3AF, UK; (K.H.); (E.L.); (T.M.Č.)
| | - Tina Marolt Čebašek
- School of Civil Engineering and Built Environment, Liverpool John Moores University, Liverpool L3 3AF, UK; (K.H.); (E.L.); (T.M.Č.)
| | - Ismini Nakouti
- Built Environment and Sustainable Technology Research Institute, Liverpool John Moores University, Byrom Street, Liverpool L3 3AF, UK;
| | - Ayad A. H. Faisal
- Department of Environmental Engineering, College of Engineering, University of Baghdad, Baghdad 10001, Iraq;
| | - Nadhir Al-Ansari
- Department of Civil, Environmental and Natural Resources Engineering, Lulea University of Technology, 97187 Lulea, Sweden;
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Lehosmaa K, Muotka T, Pirttilä AM, Jaakola I, Rossi PM, Jyväsjärvi J. Bacterial communities at a groundwater-surface water ecotone: gradual change or abrupt transition points along a contamination gradient? Environ Microbiol 2021; 23:6694-6706. [PMID: 34382316 DOI: 10.1111/1462-2920.15708] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 06/11/2021] [Accepted: 08/02/2021] [Indexed: 01/04/2023]
Abstract
Microbial communities contribute greatly to groundwater quality, but the impacts of land-use practices on bacteria in groundwaters and groundwater-dependent ecosystems remain poorly known. With 16S rRNA gene amplicon sequencing, we assessed bacterial community composition at the groundwater-surface water ecotone of boreal springs impacted by urbanization and agriculture, using spring water nitrate-N as a surrogate of contamination. We also measured the rate of a key ecosystem process, organic matter decomposition. We documented a recurrent pattern across all major bacterial phyla where diversity started to decrease at unexpectedly low nitrate-N concentrations (100-300 μg L-1 ). At 400 NO3 - -N μg L-1 , 25 bacterial exact sequence variants showed a negative response, resulting in a distinct threshold in bacterial community composition. Chthonomonas, Acetobacterales and Hyphomicrobium were the most sensitive taxa, while only three taxa (Duganella, Undibacterium and Thermoanaerobaculaceae) were enriched due to increased contamination. Decomposition rate responded unimodally to increasing nitrate-N concentration, with a peak rate at ~400 NO3 - -N μg L-1 , parallelly with a major shift in bacterial community composition. Our results emphasize the utility of bacterial communities in the assessment of groundwater-dependent ecosystems. They also call for a careful reconsideration of threshold nitrate values for defining groundwater ecosystem health and protecting their microbial biodiversity.
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Affiliation(s)
- Kaisa Lehosmaa
- Ecology and Genetics Research Unit, University of Oulu, Oulu, FI-90014, Finland
| | - Timo Muotka
- Ecology and Genetics Research Unit, University of Oulu, Oulu, FI-90014, Finland
| | - Anna Maria Pirttilä
- Ecology and Genetics Research Unit, University of Oulu, Oulu, FI-90014, Finland
| | - Iikka Jaakola
- Ecology and Genetics Research Unit, University of Oulu, Oulu, FI-90014, Finland
| | - Pekka M Rossi
- Water, Energy and Environmental Engineering Research Group, University of Oulu, Oulu, FI-90014, Finland
| | - Jussi Jyväsjärvi
- Ecology and Genetics Research Unit, University of Oulu, Oulu, FI-90014, Finland
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Truchy A, Sarremejane R, Muotka T, Mykrä H, Angeler DG, Lehosmaa K, Huusko A, Johnson RK, Sponseller RA, McKie BG. Habitat patchiness, ecological connectivity and the uneven recovery of boreal stream ecosystems from an experimental drought. GLOBAL CHANGE BIOLOGY 2020; 26:3455-3472. [PMID: 32124522 DOI: 10.1111/gcb.15063] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 02/07/2020] [Accepted: 02/15/2020] [Indexed: 06/10/2023]
Abstract
Ongoing climate change is increasing the occurrence and intensity of drought episodes worldwide, including in boreal regions not previously regarded as drought prone, and where the impacts of drought remain poorly understood. Ecological connectivity is one factor that might influence community structure and ecosystem functioning post-drought, by facilitating the recovery of sensitive species via dispersal at both local (e.g. a nearby habitat patch) and regional (from other systems within the same region) scales. In an outdoor mesocosm experiment, we investigated how impacts of drought on boreal stream ecosystems are altered by the spatial arrangement of local habitat patches within stream channels, and variation in ecological connectivity with a regional species pool. We measured basal ecosystem processes underlying carbon and nutrient cycling: (a) algal biomass accrual; (b) microbial respiration; and (c) decomposition of organic matter, and sampled communities of aquatic fungi and benthic invertebrates. An 8-day drought event had strong impacts on both community structure and ecosystem functioning, including algal accrual, leaf decomposition and microbial respiration, with many of these impacts persisting even after water levels had been restored for 3.5 weeks. Enhanced connectivity with the regional species pool and increased aggregation of habitat patches also affected multiple response variables, especially those associated with microbes, and in some cases reduced the effects of drought to a small extent. This indicates that spatial processes might play a role in the resilience of communities and ecosystem functioning, given enough time. These effects were however insufficient to facilitate significant recovery in algal growth before seasonal dieback began in autumn. The limited resilience of ecosystem functioning in our experiment suggests that even short-term droughts can have extended consequences for stream ecosystems in the world's vast boreal region, and especially on the ecosystem processes and services mediated by algal biofilms.
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Affiliation(s)
- Amélie Truchy
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Romain Sarremejane
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
- School of Science & Technology, Nottingham Trent University, Nottingham, UK
| | - Timo Muotka
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
- Finnish Environment Institute, Freshwater Centre, Oulu, Finland
| | - Heikki Mykrä
- Finnish Environment Institute, Freshwater Centre, Oulu, Finland
| | - David G Angeler
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden
- School of Natural Resources, University of Nebraska - Lincoln, Lincoln, NE, USA
| | - Kaisa Lehosmaa
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
| | - Ari Huusko
- Natural Resources Institute Finland (Luke), Paltamo, Finland
| | - Richard K Johnson
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Ryan A Sponseller
- Department of Ecology and Environmental Sciences, Umeå University, Umeå, Sweden
| | - Brendan G McKie
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden
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A Comparative Assessment of Analytical Fate and Transport Models of Organic Contaminants in Unsaturated Soils. SUSTAINABILITY 2020. [DOI: 10.3390/su12072949] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Analytical models for the simulation of contaminants’ fate and transport in the unsaturated zone are used in many engineering applications concerning groundwater resource management and risk assessment. As a consequence, several scientific studies dealing with the development and application of analytical solutions have been carried out. Six models have been selected and compared based on common characteristics to identify pros and cons as well as to highlight any difference in the final output. The analyzed models have been clustered into three groups according to the assumptions on contaminant source and physico-chemical mechanisms occurring during the transport. Comparative simulations were carried out with five target contaminants (Benzene, Benzo(a)pyrene, Vinyl Chloride, Trichloroethylene and Aldrin) with different decay’s coefficient, three types of soil (sand, loam and clay) and three different thicknesses of the contaminant source. The calculated concentration at a given depth in the soil for the same contamination scenario varied greatly among the models. A significant variability of the concentrations was shown due to the variation of contaminant and soil characteristics. As a general finding, the more advanced is the model, the lower the predicted concentrations; thus, models that are too simplified could lead to outcomes of some orders of magnitude greater than the advanced one.
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