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      Composition of nitrogen in urban residential stormwater runoff: Concentrations, loads, and source characterization of nitrate and organic nitrogen

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      PLoS ONE
      Public Library of Science

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          Abstract

          Stormwater runoff is a leading cause of nitrogen (N) transport to water bodies and hence one means of water quality deterioration. Stormwater runoff was monitored in an urban residential catchment (drainage area: 3.89 hectares) in Florida, United States to investigate the concentrations, forms, and sources of N. Runoff samples were collected over 22 storm events (May to September 2016) at the end of a stormwater pipe that delivers runoff from the catchment to the stormwater pond. Various N forms such as ammonium (NH 4–N), nitrate (NO x–N), dissolved organic nitrogen (DON), and particulate organic nitrogen (PON) were determined and isotopic characterization tools were used to infer sources of NO 3–N and PON in collected runoff samples. The DON was the dominant N form in runoff (47%) followed by PON (22%), NO x–N (17%), and NH 4–N (14%). Three N forms (NO x–N, NH 4–N, and PON) were positively correlated with total rainfall and antecedent dry period, suggesting longer dry periods and higher rainfall amounts are significant drivers for transport of these N forms. Whereas DON was positively correlated to only rainfall intensity indicating that higher intensity rain may flush out DON from soils and cause leaching of DON from particulates present in the residential catchment. We discovered, using stable isotopes of NO 3 , a shifting pattern of NO 3 sources from atmospheric deposition to inorganic N fertilizers in events with higher and longer duration of rainfall. The stable isotopes of PON confirmed that plant material (oak detritus, grass clippings) were the primary sources of PON in stormwater runoff. Our results demonstrate that practices targeting both inorganic and organic N are needed to control N transport from residential catchments to receiving waters.

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          Combining sources in stable isotope mixing models: alternative methods.

          Stable isotope mixing models are often used to quantify source contributions to a mixture. Examples include pollution source identification; trophic web studies; analysis of water sources for soils, plants; or water bodies, and many others. A common problem is having too many sources to allow a unique solution. We discuss two alternative procedures for addressing this problem. One option is a priori to combine sources with similar signatures so the number of sources is small enough to provide a unique solution. Aggregation should be considered only when isotopic signatures of clustered sources are not significantly different, and sources are related so the combined source group has some functional significance. For example, in a food web analysis, lumping several species within a trophic guild allows more interpretable results than lumping disparate food sources, even if they have similar isotopic signatures. One result of combining mixing model sources is increased uncertainty of the combined end-member isotopic signatures and consequently the source contribution estimates; this effect can be quantified using the IsoError model (http://www.epa.gov/wed/pages/models/isotopes/isoerror1_04.htm). As an alternative to lumping sources before a mixing analysis, the IsoSource mixing model (http://www.epa.gov/wed/pages/models/isosource/isosource.htm) can be used to find all feasible solutions of source contributions consistent with isotopic mass balance. While ranges of feasible contributions for each individual source can often be quite broad, contributions from functionally related groups of sources can be summed a posteriori, producing a range of solutions for the aggregate source that may be considerably narrower. A paleo-human dietary analysis example illustrates this method, which involves a terrestrial meat food source, a combination of three terrestrial plant foods, and a combination of three marine foods. In this case, a posteriori aggregation of sources allowed strong conclusions about temporal shifts in marine versus terrestrial diets that would not have otherwise been discerned.
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            Eutrophication of freshwater and marine ecosystems

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              • Book Chapter: not found

              Tracing Anthropogenic Inputs of Nitrogen to Ecosystems

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                Author and article information

                Contributors
                Role: Writing – original draft
                Role: Writing – review & editing
                Role: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: MethodologyRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                28 February 2020
                2020
                : 15
                : 2
                : e0229715
                Affiliations
                [1 ] Chemistry Department, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
                [2 ] Department of Environmental Science and Technology, University of Maryland, College Park, MD, United States of America
                [3 ] Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States of America
                Trent University, CANADA
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0003-2243-3686
                Article
                PONE-D-19-21012
                10.1371/journal.pone.0229715
                7048309
                32109256
                3901e552-462e-40ce-b1ef-5b61cab216bf
                © 2020 Jani et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 25 July 2019
                : 13 February 2020
                Page count
                Figures: 7, Tables: 0, Pages: 22
                Funding
                Funded by: Florida Department of Environmental Protection
                Award ID: none
                Award Recipient :
                GST received funding from Florida Department of Environmental Protection. There is no grant number. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Earth Sciences
                Atmospheric Science
                Meteorology
                Storms
                Earth Sciences
                Atmospheric Science
                Meteorology
                Rain
                Biology and Life Sciences
                Agriculture
                Agrochemicals
                Fertilizers
                Biology and Life Sciences
                Plant Science
                Plant Anatomy
                Leaves
                Physical Sciences
                Materials Science
                Materials
                Mixtures
                Particulates
                Physical Sciences
                Chemistry
                Environmental Chemistry
                Pollutants
                Urban Runoff
                Ecology and Environmental Sciences
                Environmental Chemistry
                Pollutants
                Urban Runoff
                Earth Sciences
                Geography
                Human Geography
                Human Mobility
                Social Sciences
                Human Geography
                Human Mobility
                Physical Sciences
                Physics
                Particle Physics
                Composite Particles
                Atoms
                Isotopes
                Stable Isotopes
                Custom metadata
                All relevant data are within the manuscript and its Supporting Information files.

                Uncategorized
                Uncategorized

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