Factoring stream turbulence into global assessments of nitrogen pollution
Stream physics set the limits
A combination of physical transport processes and biologically mediated reactions in streams and their sediments removes dissolved inorganic nitrogen (DIN) from the water. Although stream chemistry and biology have been considered the dominant controls on how quickly DIN is removed, Grant et al. show that physics is what sets the limits on removal rates of nitrate (a component of DIN). Residence time in the hyporheic zone (the region below the sediment surface where groundwater and surface water mix) determines the maximum rate at which nitrate can be removed from stream water. Nevertheless, at local scales, chemistry and biology modify how closely to that maximum rate removal occurs.
Science, this issue p. 1266
Abstract
The discharge of excess nitrogen to streams and rivers poses an existential threat to both humans and ecosystems. A seminal study of headwater streams across the United States concluded that in-stream removal of nitrate is controlled primarily by stream chemistry and biology. Reanalysis of these data reveals that stream turbulence (in particular, turbulent mass transfer across the concentration boundary layer) imposes a previously unrecognized upper limit on the rate at which nitrate is removed from streams. The upper limit closely approximates measured nitrate removal rates in streams with low concentrations of this pollutant, a discovery that should inform stream restoration designs and efforts to assess the effects of nitrogen pollution on receiving water quality and the global nitrogen cycle.
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Supplementary Material
Summary
Materials and Methods
Supplementary Text
Table S1
Resources
File (aap8074_grant_sm.pdf)
References and Notes
1
J. N. Galloway F. J. Dentener, D. G. Capone, E. W. Boyer, R. W. Howarth, S. P. Seitzinger, G. P. Asner, C. C. Cleveland, P. A. Green, E. A. Holland, D. M. Karl, A. F. Michaels, J. H. Porter, A. R. Townsend, C. J. Vöosmarty, Nitrogen cycles: Past, present, and future. Biogeochem. 70, 153–226 (2004).
2
A. Marzadri, M. M. Dee, D. Tonina, A. Bellin, J. L. Tank, Role of surface and subsurface processes in scaling N2O emissions along riverine networks. Proc. Natl. Acad. Sci. U.S.A. 114, 4330–4335 (2017).
3
W.-J. Cai, X. Hu, W.-J Huang, M. C. Murrell, S. E. Lohrenz, W.-C. Chou, W. Zhai, J. T. Hollibaugh, Y. Wang, P. Zhao, X. Guo, K. Gundersen, M. Dai, G.-C. Gong, Acidification of subsurface coastal waters enhanced by eutrophication. Nat. Geosci. 4, 766–770 (2011).
4
U.S. Environmental Protection Agency (EPA), Water Quality Assessment and Total Maximum Daily Loads Information (ATTAINS); https://catalog.data.gov/dataset/water-quality-assessment-and-total-maximum-daily-loads-information-attains-1bfd6.
5
W. Steffen, K. Richardson, J. Rockström, S. E. Cornell, I. Fetzer, E. M. Bennett, R. Biggs, S. R. Carpenter, W. de Vries, C. A. de Wit, C. Folke, D. Gerten, J. Heinke, G. M. Mace, L. M. Persson, V. Ramanathan, B. Reyers, S. Sörlin, Planetary boundaries: Guiding human development on a changing planet. Science 347, 1259855 (2015).
6
National Academy of Engineering, 14 Grand Challenges for Engineering in the 21st Century: Manage the Nitrogen Cycle; www.engineeringchallenges.org/challenges/nitrogen.aspx.
7
R. O. Hall Jr.., J. L. Tank, D. J. Sobota, P. J. Mulholland, J. M. O’Brien, W. K. Dodds, J. R. Webster, H. M. Valett, G. C. Poole, B. J. Peterson, J. L. Meyer, W. H. McDowell, S. L. Johnson, S. K. Hamilton, N. B. Grimm, S. V. Gregory, C. N. Dahm, L. W. Cooper, L. R. Ashkenas, S. M. Thomas, R. W. Sheibley, J. D. Potter, B. R. Niederlehner, L. T. Johnson, A. M. Helton, C. M. Crenshaw, A. J. Burgin, M. J. Bernot, J. J. Beaulieu, C. P. Arangob, Nitrate removal in stream ecosystems measured by 15N addition experiments: Total uptake. Limnol. Oceanogr. 54, 653–665 (2009).
8
F. Boano, J. W. Harvey, A. Marion, A. I. Packman, R. Revelli, L. Ridolfi, A. Worman, Hyporheic flow and transport processes: Mechanisms, models, and biogeochemical implications. Rev. Geophys. 52, 603–679 (2014).
9
J. J. Beaulieu, J. L. Tank, S. K. Hamilton, W. M. Wollheim, R. O. Hall Jr.., P. J. Mulholland, B. J. Peterson, L. R. Ashkenas, L. W. Cooper, C. N. Dahm, W. K. Dodds, N. B. Grimm, S. L. Johnson, W. H. McDowell, G. C. Poole, H. M. Valett, C. P. Arango, M. J. Bernot, A. J. Burgin, C. L. Crenshaw, A. M. Helton, L. T. Johnson, J. M. O’Brien, J. D. Potter, R. W. Sheibley, D. J. Sobota, S. M. Thomas, Nitrous oxide emission from denitrification in stream and river networks. Proc. Natl. Acad. Sci. U.S.A. 108, 214–219 (2011).
10
R. O. Hall, M. A. Baker, C. D. Arp, B. J. Koch, Hydrologic control of nitrogen removal, storage, and export in a mountain stream. Limnol. Oceanogr. 54, 2128–2142 (2009).
11
S. H. Ensign, M. W. Doyle, Nutrient spiraling in streams and river networks. J. Geophys. Res. 111, G04009 (2006).
12
P. J. Mulholland, A. M. Helton, G. C. Poole, R. O. Hall, S. K. Hamilton, B. J. Peterson, J. L. Tank, L. R. Ashkenas, L. W. Cooper, C. N. Dahm, W. K. Dodds, S. E. G. Findlay, S. V. Gregory, N. B. Grimm, S. L. Johnson, W. H. McDowell, J. L. Meyer, H. M. Valett, J. R. Webster, C. P. Arango, J. J. Beaulieu, M. J. Bernot, A. J. Burgin, C. L. Crenshaw, L. T. Johnson, B. R. Niederlehner, J. M. O’Brien, J. D. Potter, R. W. Sheibley, D. J. Sobota, S. M. Thomas, Stream denitrification across biomes and its response to anthropogenic nitrate loading. Nature 452, 202–205 (2008).
13
P. J. Mulholland, R. O. Hall Jr.., D. J. Sobota, W. K. Dodds, S. E. G. Findlay, N. B. Grimm, S. K. Hamilton, W. H. McDowell, J. M. O’Brien, J. L. Tank, L. R. Ashkenas, L. W. Cooper, C. N. Dahm, S. V. Gregory, S. L. Johnson, J. L. Meyer, B. J. Peterson, G. C. Poole, H. M. Valett, J. R. Webster, C. P. Arango, J. J. Beaulieu, M. J. Bernot, A. J. Burgin, C. L. Crenshaw, A. M. Helton, L. T. Johnson, B. R. Niederlehner, J. D. Potter, R. W. Sheibley, S. M. Thomasn, Nitrate removal in stream ecosystems measured by 15N addition experiments: Denitrification. Limnol. Oceanogr. 54, 666–680 (2009).
14
K. E. Bencala, R. A. Walters, Simulation of solute transport in a mountain pool-and-riffle stream: A transient storage model. Water Resour. Res. 19, 718–724 (1983).
15
A. Marzadri, D. Tonina, A. Bellin, J. L. Tank, A hydrologic model demonstrates nitrous oxide emissions depend on streambed morphology. Geophys. Res. Lett. 41, 5484–5491 (2014).
16
M. Hondzo, Dissolved oxygen transfer at the sediment-water interface in a turbulent flow. Water Resour. Res. 34, 3525–3533 (1998).
17
S. B. Grant, I. Marusic, Crossing turbulent boundaries: Interfacial flux in environmental flows. Environ. Sci. Technol. 45, 7107–7113 (2011).
18
See supplementary materials for details.
19
B. L. O’Connor, M. Hondzo, Dissolved oxygen transfer to sediments by sweep and eject motions in aquatic environments. Limnol. Oceanogr. 53, 566–578 (2008).
20
The linear regressions presented in Fig. 2 (see legend) can be expressed as αden = 10−3.36[NO3−]−0.49 and αtot = 10−2.5[NO3−]−0.49. The claim αden/αtot ≈ 0.14 follows directly from taking the ratio of these two power laws.
21
We derived Eq. 3 by performing mass balance over a stream reach, assuming steady uniform flow: f = 1 − exp(−vf/HL), where HL = Uh/L is the hydraulic loading rate of the stream. Equation 3 follows by substituting Eqs. 1A and 2A.
22
R. Ferguson, Flow resistance equations for gravel- and boulder-bed streams. Water Resour. Res. 43, W05427 (2007).
23
J. D. Gomez-Velez, J. W. Harvey, A hydrogeomorhpic river network model predicts where and why hyporheic exchange is important in large basins. Geophys. Res. Lett. 41, 6403–6412 (2014).
24
M. Azizian, F. Boano, P. L. M. Cook, R. L. Detwiler, M. A. Rippy, S. B. Grant, Ambient groundwater flow diminishes nitrate processing in the hyporheic zone of streams. Water Resour. Res. 53, 3941–3967 (2017).
25
B. A. Kiel, M. B. Cardenas, Lateral hyporheic exchange throught the Mississippi River network. Nat. Geosci. 7, 413–417 (2014).
26
J. D. Gomez-Velez, J. W. Harvey, M. B. Cardenas, B. Kiel, Denitrification in the Mississsippi river network controlled by flow through river bedforms. Nat. Geosci. 8, 941–945 (2015).
27
B. L. O’Connor, J. W. Harvey, Scaling hyporheic exchange and its influence on biogeochemical reactions in aquatic ecosystems. Water Resour. Res. 44, W12423 (2008).
28
S. B. Grant, M. J. Stewardson, I. Marusic, Effective diffusivity and mass flux across the sediment-water interface in streams. Water Resour. Res. 48, W05548 (2012).
29
A. H. McCluskey, S. B. Grant, M. J. Stewardson, Flipping the thin film model: Mass transfer by hyporheic exchange in gaining and losing streams. Water Resour. Res. 52, 7806–7818 (2016).
30
S. B. Grant, K. Stolzenbach, M. Azizian, M. J. Stewardson, F. Boano, L. Bardini, First-order contaminant removal in the hyporheic zone of streams: Physical insights from a simple analytical model. Environ. Sci. Technol. 48, 11369–11378 (2014).
31
J. P. Zarnetske, R. Haggerty, S. M. Wondzell, V. A. Bokil, R. Gonzalez-Pinzon, Coupled transport and reaction kinetics control the nitrate source-sink function of hyporheic zones. Water Resour. Res. 48, W11508 (2012).
32
J. W. Harvey, J. K. Bohlke, M. A. Voytek, D. Scott, C. R. Tobias, Hyporheic zone denitrification: Controls on effective reaction depth and contribution to whole-stream mass balance. Water Resour. Res. 49, 6298–6316 (2013).
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Science
Volume 359 | Issue 6381
16 March 2018
16 March 2018
Copyright
Copyright © 2018 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.
This is an article distributed under the terms of the Science Journals Default License.
Submission history
Received: 29 August 2017
Accepted: 31 January 2018
Published in print: 16 March 2018
Acknowledgments
We thank M. Gooseff and A. Mehring for valuable feedback and the LINX II researchers for data access. Funding: Financial support was provided by the U.S. NSF Partnerships for International Research and Education (grant OISE-1243543) and the University of California Office of the President Multicampus Research Program Initiatives (award MRP-17-455083). Author contributions: S.B.G. conceived of the study and drafted the article; M.A. curated and analyzed the LINX II data set; F.B. and P.C. contributed text on hyporheic exchange and nitrogen cycling, respectively; and M.A.R. helped frame the article. All authors provided edits. Competing interests: None declared. Data and materials availability: The supplementary materials include a derivation of Eq. 1, data reduction methods, an example of how the theory presented here can be coupled to process-based models of nitrogen cycling and transport in the hyporheic zone, and a compilation of the LINX II data used in this study.
Authors
Funding Information
National Science Foundation: OISE 1243543
University of California Office of the President: MRPI-17-455083
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