Articles | Volume 16, issue 12
https://doi.org/10.5194/essd-16-5563-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-16-5563-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Gas exchange velocities (k600), gas exchange rates (K600), and hydraulic geometries for streams and rivers derived from the NEON Reaeration field and lab collection data product (DP1.20190.001)
Department of Earth and Environmental Science, Michigan State University, East Lansing, MI 48824, USA
Department of Integrative Biology, Michigan State University, East Lansing, MI 48824, USA
Kaelin M. Cawley
National Ecological Observatory Network, Battelle, 1685 38th St. no. 100, Boulder, CO 80301, USA
Robert T. Hensley
National Ecological Observatory Network, Battelle, 1685 38th St. no. 100, Boulder, CO 80301, USA
Robert O. Hall Jr.
Flathead Lake Biological Station, University of Montana, Polson, MT 599111, USA
Walter K. Dodds
Division of Biology, Kansas State University, Manhattan, KS 66506, USA
Keli J. Goodman
National Ecological Observatory Network, Battelle, 1685 38th St. no. 100, Boulder, CO 80301, USA
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Cited articles
Aho, K. S., Cawley, K., Hensley, R., Hall, R. O., Dodds, W., and Goodman, K.: Gas exchange velocities (k600), gas exchange rates (K600), and hydraulic geometries for streams and rivers derived from the NEON Reaeration field and lab collection data product (DP1.20190.001) ver 2, Environmental Data Initiative [data set], https://doi.org/10.6073/pasta/18dcc1871ee71cf0b69f2ee4082839d0, 2024.
Appling, A. P., Hall, R. O., Yackulic, C. B., and Arroita, M.: Overcoming Equifinality: Leveraging Long Time Series for Stream Metabolism Estimation, J. Geophys. Res.-Biogeo., 123, 624–645, https://doi.org/10.1002/2017JG004140, 2018.
Aristegi, L., Izagirre, O., and Elosegi, A.: Comparison of several methods to calculate reaeration in streams, and their effects on estimation of metabolism, Hydrobiologia, 635, 113–124, https://doi.org/10.1007/s10750-009-9904-8, 2009.
Cawley, K., Aho, K. S., and Hall, R. O.: reaRate R package, NEONScience/NEON-reaeration: v0.0.2, Zenodo [code], https://doi.org/10.5281/zenodo.12786089, 2024.
Churchill, M. A., Elmore, H. L., and Buckingham, R. A.: The Prediction of Stream Reaeration Rates, in: Advances in Water Pollution Research, Elsevier, 89–136, https://doi.org/10.1016/B978-1-4832-8391-3.50015-4, 1964.
Cole, J. J. and Caraco, N. F.: Atmospheric exchange of carbon dioxide in a low-wind oligotrophic lake measured by the addition of SF6, Limnol. Oceanogr., 43, 647–656, https://doi.org/10.4319/lo.1998.43.4.0647, 1998.
Dingman, S. L. and Afshari, S.: Field verification of analytical at-a-station hydraulic-geometry relations, J. Hydrol. (Amst), 564, 859–872, https://doi.org/10.1016/j.jhydrol.2018.07.020, 2018.
Ferguson, R. I.: Hydraulics and hydraulic geometry, Prog. Phys. Geogr.-Earth and Environment, 10, 1–31, https://doi.org/10.1177/030913338601000101, 1986.
Gabry, J., Veen, D., Team, S. D., Andreae, M., Betancourt, M., Carpenter, B., Gao, Y., Gelman, A., Goodrich, B., Lee, D., Song, D., and Trangucci, R.: shinystan: Interactive visual and numerical diagnostics and posterior analysis for Bayesian models, R package version 2.6.0, CRAN [code], https://CRAN.R-project.org/package=shinystan (last access: 8 May 2024), 2023.
Genzoli, L. and Hall, R. O.: Shifts in Klamath River metabolism following a reservoir cyanobacterial bloom, Freshwater Sci., 35, 795–809, https://doi.org/10.1086/687752, 2016.
Hall, R. O. and Hotchkiss, E. R.: Stream Metabolism, in: Methods in Stream Ecology, Academic Press, 219–233, 2017.
Hall, R. O. and Ulseth, A. J.: Gas exchange in streams and rivers, WIREs Water, 7, 1–18, https://doi.org/10.1002/wat2.1391, 2020.
Hall, R. O., Tank, J. L., Baker, M. A., Rosi-Marshall, E. J., and Hotchkiss, E. R.: Metabolism, Gas Exchange, and Carbon Spiraling in Rivers, Ecosystems, 19, 73–86, https://doi.org/10.1007/s10021-015-9918-1, 2016.
Ho, D. T., Schlosser, P., and Orton, P. M.: On Factors Controlling Air-Water Gas Exchange in a Large Tidal River, Estuar. Coast., 34, 1103–1116, https://doi.org/10.1007/s12237-011-9396-4, 2011.
Hornberger, G. M. and Kelly, M. G.: Atmospheric Reaeration in a River Using Productivity Analysis, J. Environ. Eng. Div., 101, 729–739, https://doi.org/10.1061/JEEGAV.0000398, 1975.
Jähne, B., Münnich, K. O., Bösinger, R., Dutzi, A., Huber, W., and Libner, P.: On the parameters influencing air-water gas exchange, J. Geophys. Res.-Oceans, 92, 1937–1949, https://doi.org/10.1029/JC092iC02p01937, 1987.
Leopold, L. B. and Maddock Jr., T.: The Hydraulic Geometry of Stream Channels and Some Physiographic Implications, Geological Survey Professional Paper 252, United States Government Printing Office, Washington, 1953.
Liu, S., Kuhn, C., Amatulli, G., Aho, K., Butman, D. E., Allen, G. H., Lin, P., Pan, M., Yamazaki, D., Brinkerhoff, C., Gleason, C., Xia, X., and Raymond, P. A.: The importance of hydrology in routing terrestrial carbon to the atmosphere via global streams and rivers, P. Natl. Acad. Sci. USA, 119, 1–9, https://doi.org/10.1073/pnas.2106322119, 2022.
Maurice, L., Rawlins, B. G., Farr, G., Bell, R., and Gooddy, D. C.: The Influence of Flow and Bed Slope on Gas Transfer in Steep Streams and Their Implications for Evasion of CO2, J. Geophys. Res.-Biogeo., 122, 2862–2875, https://doi.org/10.1002/2017JG004045, 2017.
McDowell, M. J. and Johnson, M. S.: Gas Transfer Velocities Evaluated Using Carbon Dioxide as a Tracer Show High Streamflow to Be a Major Driver of Total CO2 Evasion Flux for a Headwater Stream, J. Geophys. Res.-Biogeo., 123, 2183–2197, https://doi.org/10.1029/2018JG004388, 2018.
Morel, M., Booker, D. J., Gob, F., and Lamouroux, N.: Consistent Theoretical and Empirical Predictions of at-a-Station Hydraulic Geometry Exponents in Stream Reaches, Water Resour. Res., 56, 1–16, https://doi.org/10.1029/2020WR027242, 2020.
NEON: Discharge field collection (DP1.20048.001) RELEASE-2023, NEON [data set], https://doi.org/10.48443/tys0-ze83, 2023a.
NEON: Reaeration field and lab collection (DP.20190.001) RELEASE-2023, NEON [data set], https://doi.org/10.48443/bk29-6c91, 2023b.
NEON: Discharge field collection (DP1.20048.001) RELEASE-2024, NEON [data set], https://doi.org/10.48443/3746-1981, 2024a.
NEON: Reaeration field and lab collection (DP1.20190.001) RELEASE-2024, NEON [data set], https://doi.org/10.48443/4z25-4b94, 2024b.
O'Connor, D. J. and Dobbins, W. E.: Mechanism of Reaeration in Natural Streams, T. Am. Soc. Civil Eng., 123, 641–666, https://doi.org/10.1061/TACEAT.0007609, 1958.
Park, C. C.: World-wide variations in hydraulic geometry exponents of stream channels: An analysis and some observations, J. Hydrol. (Amst), 33, 133–146, https://doi.org/10.1016/0022-1694(77)90103-2, 1977.
Rathbun, R. E.: Reaeration Coefficients of Streams – State-of-the-Art, J. Hydraul. Div., 103, 409–424, https://doi.org/10.1061/JYCEAJ.0004734, 1977.
Raymond, P. A., Zappa, C. J., Butman, D., Bott, T. L., Potter, J., Mulholland, P., Laursen, A. E., McDowell, W. H., and Newbold, D.: Scaling the gas transfer velocity and hydraulic geometry in streams and small rivers, Limnol. Oceanogr.-Fluids and Environments, 2, 41–53, https://doi.org/10.1215/21573689-1597669, 2012.
R Core Team: R: A language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria, https://www.R-project.org/, 2023.
Rhodes, D. D.: The b-f-m diagram; graphical representation and interpretation of at-a-station hydraulic geometry, Am. J. Sci., 277, 73–96, https://doi.org/10.2475/ajs.277.1.73, 1977.
Riley, A. J. and Dodds, W. K.: Whole-stream metabolism: Strategies for measuring and modeling diel trends of dissolved oxygen, Freshwater Sci., 32, 56–69, https://doi.org/10.1899/12-058.1, 2013.
Rocher-Ros, G., Stanley, E. H., Loken, L. C., Casson, N. J., Raymond, P. A., Liu, S., Amatulli, G., and Sponseller, R. A.: Global methane emissions from rivers and streams, Nature, 621, 530–535, https://doi.org/10.1038/s41586-023-06344-6, 2023.
Seybold, E. C., Bergstrom, A., Jones, C. N., Burgin, A. J., Zipper, S., Godsey, S. E., Dodds, W. K., Zimmer, M. A., Shanafield, M., Datry, T., Mazor, R. D., Messager, M. L., Olden, J. D., Ward, A., Yu, S., Kaiser, K. E., Shogren, A., and Walker, R. H.: How low can you go? Widespread challenges in measuring low stream discharge and a path forward, Limnol. Oceanogr. Lett., 8, 804–811, https://doi.org/10.1002/lol2.10356, 2023.
Shanafield, M., Bourke, S. A., Zimmer, M. A., and Costigan, K. H.: An overview of the hydrology of non-perennial rivers and streams, Wiley Interdisciplinary Reviews: Water, 8, 1–25, https://doi.org/10.1002/wat2.1504, 2021.
Stan Development Team: RStan: the R interface to Stan, R package version 2.26.22, https://mc-stan.org/ (last access: 8 May 2024), 2023.
Ulseth, A. J., Hall, R. O., Boix Canadell, M., Madinger, H. L., Niayifar, A., and Battin, T. J.: Distinct air–water gas exchange regimes in low- and high-energy streams, Nat. Geosci., 12, 259–263, https://doi.org/10.1038/s41561-019-0324-8, 2019.
Wanninkhof, R.: Relationship between wind speed and gas exchange over the ocean, J. Geophys. Res., 97, 7373–7382, https://doi.org/10.1029/92JC00188, 1992.
Wanninkhof, R., Ledwell, J. R., and Broecker, W. S.: Gas exchange-wind speed relation measured with sulfur hexafluoride on a lake, Science, 227, 1224–1226, https://doi.org/10.1126/science.227.4691.1224, 1985.
Zappa, C. J., McGillis, W. R., Raymond, P. A., Edson, J. B., Hintsa, E. J., Zemmelink, H. J., Dacey, J. W. H., and Ho, D. T.: Environmental turbulent mixing controls on air-water gas exchange in marine and aquatic systems, Geophys. Res. Lett., 34, L10601, https://doi.org/10.1029/2006GL028790, 2007.
Short summary
Gas exchange is fundamental to many biogeochemical processes in streams and depends on the degree of gas saturation and the gas transfer velocity (k). Currently, k is harder to measure than concentration. Here, we present a processing pipeline to estimate k from tracer-gas experiments conducted in 22 streams by the National Ecological Observatory Network. The processed dataset (n = 339) represents the largest compilation of standardized k estimates available.
Gas exchange is fundamental to many biogeochemical processes in streams and depends on the...
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