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Empirical Models for Predicting Water and Heat Flow Properties of Permafrost Soils

dc.contributor.authorO’Connor, Michael T.
dc.contributor.authorCardenas, M. Bayani
dc.contributor.authorFerencz, Stephen B.
dc.contributor.authorWu, Yue
dc.contributor.authorNeilson, Bethany T.
dc.contributor.authorChen, Jingyi
dc.contributor.authorKling, George W.
dc.date.accessioned2020-07-02T20:33:33Z
dc.date.availableWITHHELD_12_MONTHS
dc.date.available2020-07-02T20:33:33Z
dc.date.issued2020-06-16
dc.identifier.citationO’Connor, Michael T.; Cardenas, M. Bayani; Ferencz, Stephen B.; Wu, Yue; Neilson, Bethany T.; Chen, Jingyi; Kling, George W. (2020). "Empirical Models for Predicting Water and Heat Flow Properties of Permafrost Soils." Geophysical Research Letters 47(11): n/a-n/a.
dc.identifier.issn0094-8276
dc.identifier.issn1944-8007
dc.identifier.urihttps://hdl.handle.net/2027.42/155939
dc.description.abstractWarming and thawing in the Arctic are promoting biogeochemical processing and hydrologic transport in carbon‐rich permafrost and soils that transfer carbon to surface waters or the atmosphere. Hydrologic and biogeochemical impacts of thawing are challenging to predict with sparse information on arctic soil hydraulic and thermal properties. We developed empirical and statistical models of soil properties for three main strata in the shallow, seasonally thawed soils above permafrost in a study area of ~7,500 km2 in Alaska. The models show that soil vertical stratification and hydraulic properties are predictable based on vegetation cover and slope. We also show that the distinct hydraulic and thermal properties of each soil stratum can be predicted solely from bulk density. These findings fill the gap for a sparsely mapped region of the Arctic and enable regional interpolation of soil properties critical for determining future hydrologic responses and the fate of carbon in thawing permafrost.Plain Language SummaryArctic permafrost holds about as much carbon as currently present in the atmosphere. Rapid warming in the Arctic has raised concerns that this stored carbon could thaw and get released into the atmosphere, which would substantially amplify global warming. The rate of this carbon release to the atmosphere depends on the rate of environmental processes such as microbial respiration and heat and groundwater flow. The soil properties controlling these processes are currently unknown across most of the Arctic, making predictions of the processes highly uncertain at larger scales. This study uses hundreds of measurements of soil properties across an area of land larger than Delaware to show that soil properties in the foothills of the Brooks Range in northern Alaska are predictable if the landscape slope, dominant vegetation type, and local topography are known. This study provides a base for calculating transport processes related to soil carbon in the Arctic.Key PointsThermal and hydraulic properties of 265 permafrost soil samples from across the Arctic foothills of Alaska were measuredDifferent soil strata (acrotelm, catotelm, and mineral soil) have consistent properties and thickness over hundreds of kilometersThe soil properties are strongly related to vegetation and surface slope and can be independently predicted from soil bulk density
dc.publisherWiley Periodicals, Inc.
dc.publisherOxford University Press
dc.subject.otheractive layer
dc.subject.otherhydraulic conductivity
dc.subject.otherpermafrost
dc.subject.otherporosity
dc.subject.othersoil
dc.subject.otherthermal conductivity
dc.titleEmpirical Models for Predicting Water and Heat Flow Properties of Permafrost Soils
dc.typeArticle
dc.rights.robotsIndexNoFollow
dc.subject.hlbsecondlevelGeological Sciences
dc.subject.hlbtoplevelScience
dc.description.peerreviewedPeer Reviewed
dc.description.bitstreamurlhttps://deepblue.lib.umich.edu/bitstream/2027.42/155939/1/grl60644_am.pdf
dc.description.bitstreamurlhttps://deepblue.lib.umich.edu/bitstream/2027.42/155939/2/grl60644.pdf
dc.identifier.doi10.1029/2020GL087646
dc.identifier.sourceGeophysical Research Letters
dc.identifier.citedreferenceSerreze, M. C., & Barry, R. G. ( 2011 ). Processes and impacts of Arctic amplification: A research synthesis. Global and Planetary Change, 77 ( 1–2 ), 85 – 96. https://doi.org/10.1016/j.gloplacha.2011.03.004
dc.identifier.citedreferenceMcGuire, A. D., Koven, C., Lawrence, D. M., Clein, J. S., Xia, J., Beer, C., Burke, E., Chen, G., Chen, X., Delire, C., Jafarov, E., MacDougall, A. H., Marchenko, S., Nicolsky, D., Peng, S., Rinke, A., Saito, K., Zhang, W., Alkama, R., Bohn, T. J., Ciais, P., Decharme, B., Ekici, A., Gouttevin, I., Hajima, T., Hayes, D. J., Ji, D., Krinner, G., Lettenmaier, D. P., Luo, Y., Miller, P. A., Moore, J. C., Romanovsky, V., Schädel, C., Schaefer, K., Schuur, E. A. G., Smith, B., Sueyoshi, T., & Zhuang, Q. ( 2016 ). Variability in the sensitivity among model simulations of permafrost and carbon dynamics in the permafrost region between 1960 and 2009. Global Biogeochemical Cycles, 30, 1015 – 1037. https://doi.org/10.1002/2016gb005405
dc.identifier.citedreferenceMcGuire, A. D., Lawrence, D. M., Koven, C., Clein, J. S., Burke, E., Chen, G., Jafarov, E., MacDougall, A. H., Marchenko, S., Nicolsky, D., Peng, S., Rinke, A., Ciais, P., Gouttevin, I., Hayes, D. J., Ji, D., Krinner, G., Moore, J. C., Romanovsky, V., Schädel, C., Schaefer, K., Schuur, E. A. G., & Zhuang, Q. ( 2018 ). Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change. Proceedings of the National Academy of Sciences of the U.S.A., 115 ( 15 ), 3882 – 3887. https://doi.org/10.1073/pnas.1719903115
dc.identifier.citedreferenceMcNamara, J. P., Kane, D. L., & Hinzman, L. D. ( 1997 ). Hydrograph separations in an Arctic watershed using mixing model and graphical techniques. Water Resources Research, 33 ( 7 ), 1707 – 1719. https://doi.org/10.1029/97wr01033
dc.identifier.citedreferenceMorris, P. J., Baird, A. J., Eades, P. A., & Surridge, B. W. J. ( 2019 ). Controls on near‐surface hydraulic conductivity in a raised bog. Water Resources Research, 55, 1531 – 1543. https://doi.org/10.1029/2018wr024566
dc.identifier.citedreferenceNeilson, B. T., Cardenas, M. B., O’Connor, M. T., Rasmussen, M. T., King, T. V., & Kling, G. W. ( 2018 ). Groundwater flow and exchange across the land surface explain carbon export patterns in continuous permafrost watersheds. Geophysical Research Letters, 45, 7596 – 7605. https://doi.org/10.1029/2018gl078140
dc.identifier.citedreferenceNicolsky, D. J., Romanovsky, V. E., Panda, S. K., Marchenko, S. S., & Muskett, R. R. ( 2017 ). Applicability of the ecosystem type approach to model permafrost dynamics across the Alaska North Slope. Journal of Geophysical Reseach: Earth Surface, 122, 50 – 75. https://doi.org/10.1002/2016JF003852
dc.identifier.citedreferenceNicolsky, D. J., Romanovsky, V. E., & Panteleev, G. G. ( 2009 ). Estimation of soil thermal properties using in‐situ temperature measurements in the active layer and permafrost. Cold Regions Science and Technology, 55 ( 1 ), 120 – 129. https://doi.org/10.1016/j.coldregions.2008.03.003
dc.identifier.citedreferenceO’Connor, M. T. ( 2019 ), Controls governing active layer thermal hydrology: How predictable subsurface properties influence thaw, groundwater flow, and soil moisture, 218 pp, The University of Texas at Austin.
dc.identifier.citedreferenceO’Connor, M. T., Cardenas, M. B., Neilson, B. T., Nicholaides, K. D., & Kling, G. W. ( 2019 ). Active layer groundwater flow: The interrelated effects of stratigraphy, thaw, and topography. Water Resources Research, 55, 6555 – 6576. https://doi.org/10.1029/2018wr024636
dc.identifier.citedreferencePainter, S. L., Coon, E. T., Atchley, A., Berndt, M., Garimella, R., Moulton, D., et al. ( 2016 ). Integrated surface/subsurface permafrost thermal hydrology: Model formulation and proof‐of‐concept simulations. Water Resources Research, 52, 6062 – 6077. https://doi.org/10.1002/2015WR018427
dc.identifier.citedreferencePayne, J. ( 2013 ), NSSI Landcover Report: Landcover Mapping for North Slope of Alaska, edited, United States Bureau of Land Management.
dc.identifier.citedreferencePing, C. L., Michaelson, G. J., Jorgenson, M. T., Kimble, J. M., Epstein, H., Romanovsky, V. E., & Walker, D. A. ( 2008 ). High stocks of soil organic carbon in the North American Arctic region. Nature Geoscience, 1 ( 9 ), 615 – 619. https://doi.org/10.1038/ngeo284
dc.identifier.citedreferencePlaza, C., Pegoraro, E., Bracho, R., Celis, G., Crummer, K. G., Hutchings, J. A., Hicks Pries, C. E., Mauritz, M., Natali, S. M., Salmon, V. G., Schädel, C., Webb, E. E., & Schuur, E. A. G. ( 2019 ). Direct observation of permafrost degradation and rapid soil carbon loss in tundra. Nature Geoscience, 12 ( 8 ), 627 – 631. https://doi.org/10.1038/s41561-019-0387-6
dc.identifier.citedreferenceQuinton, W. L., Hayashi, M., & Carey, S. K. ( 2008 ). Peat hydraulic conductivity in cold regions and its relation to pore size and geometry. Hydrological Processes, 22 ( 15 ), 2829 – 2837. https://doi.org/10.1002/hyp.7027
dc.identifier.citedreferenceSchaefer, K., Lantuit, H., Romanovsky, V. E., Schuur, E. A. G., & Witt, R. ( 2014 ). The impact of the permafrost carbon feedback on global climate. Environmental Research Letters, 9 ( 8 ), 085003. https://doi.org/10.1088/1748-9326/9/8/085003
dc.identifier.citedreferenceSchuur, E. A. G., McGuire, A. D., Schädel, C., Grosse, G., Harden, J. W., Hayes, D. J., Hugelius, G., Koven, C. D., Kuhry, P., Lawrence, D. M., Natali, S. M., Olefeldt, D., Romanovsky, V. E., Schaefer, K., Turetsky, M. R., Treat, C. C., & Vonk, J. E. ( 2015 ). Climate change and the permafrost carbon feedback. Nature, 520 ( 7546 ), 171 – 179. https://doi.org/10.1038/nature14338
dc.identifier.citedreferenceShiklomanov, N. I., Streletskiy, D. A., Nelson, F. E., Hollister, R. D., Romanovsky, V. E., Tweedie, C. E., Bockheim, J. G., & Brown, J. ( 2010 ). Decadal variations of active‐layer thickness in moisture‐controlled landscapes, Barrow, Alaska. Journal of Geophysical Research, 115, G00I04. https://doi.org/10.1029/2009JG001248
dc.identifier.citedreferenceSjöberg, Y., Coon, E., K. Sannel, A. B., Pannetier, R., Harp, D., Frampton, A., Painter, S. L., & Lyon, S. W. ( 2016 ). Thermal effects of groundwater flow through subarctic fens: A case study based on field observations and numerical modeling. Water Resources Research, 52, 1591 – 1606. https://doi.org/10.1002/2015WR017571
dc.identifier.citedreferenceStow, D. A., Hope, A., McGuire, D., Verbyla, D., Gamon, J., Huemmrich, F., Houston, S., Racine, C., Sturm, M., Tape, K., Hinzman, L., Yoshikawa, K., Tweedie, C., Noyle, B., Silapaswan, C., Douglas, D., Griffith, B., Jia, G., Epstein, H., Walker, D., Daeschner, S., Petersen, A., Zhou, L., & Myneni, R. ( 2004 ). Remote sensing of vegetation and land‐cover change in Arctic tundra ecosystems. Remote Sensing of Environment, 89 ( 3 ), 281 – 308. https://doi.org/10.1016/j.rse.2003.10.018
dc.identifier.citedreferenceTian, Z. C., Gao, W. D., Kool, D., Ren, T. S., Horton, R., & Heitman, J. L. ( 2018 ). Approaches for estimating soil water retention curves at various bulk densities with the extended van Genuchten model. Water Resources Research, 54, 5584 – 5601. https://doi.org/10.1029/2018wr022871
dc.identifier.citedreferencevan Genuchten, M. T. ( 1980 ). A closed‐form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal, 44 ( 5 ), 892 – 898. https://doi.org/10.2136/sssaj1980.03615995004400050002x
dc.identifier.citedreferenceWalker, D. A., Daniëls, F. J. A., Matveyeva, N. V., Šibík, J., Walker, M. D., Breen, A. L., Druckenmiller, L. A., Raynolds, M. K., Bültmann, H., Hennekens, S., Buchhorn, M., Epstein, H. E., Ermokhina, K., Fosaa, A. M., Hei∂marsson, S., Heim, B., Jónsdóttir, I. S., Koroleva, N., Lévesque, E., MacKenzie, W. H., Henry, G. H. R., Nilsen, L., Peet, R., Razzhivin, V., Talbot, S. S., Telyatnikov, M., Thannheiser, D., Webber, P. J., & Wirth, L. M. ( 2018 ). Circumpolar Arctic vegetation classification. Phytocoenologia, 48 ( 2 ), 181 – 201. https://doi.org/10.1127/phyto/2017/0192
dc.identifier.citedreferenceWalker, D. A., & Everett, K. R. ( 1991 ). Loess ecosystems of northern Alaska—Regional gradient and Toposequence at Prudhoe Bay. Ecological Monographs, 61 ( 4 ), 437 – 464. https://doi.org/10.2307/2937050
dc.identifier.citedreferenceWalker, D. A., Jia, G. J., Epstein, H. E., Raynolds, M. K., Chapin, F. S. III, Copass, C., Hinzman, L. D., Knudson, J. A., Maier, H. A., Michaelson, G. J., Nelson, F., Ping, C. L., Romanovsky, V. E., & Shiklomanov, N. ( 2003 ). Vegetation‐soil‐thaw‐depth relationships along a low‐Arctic bioclimate gradient, Alaska: Synthesis of information from the ATLAS studies. Permafrost and Periglacial Processes, 14 ( 2 ), 103 – 123. https://doi.org/10.1002/ppp.452
dc.identifier.citedreferenceWalker, D. A., & Walker, M. D. ( 1996 ). In J. F. R. J. D. Tenhunen (Ed.), Terrain and vegetation of the Imnavait Creek watershed, in landscape function and disturbance in Arctic tundra (pp. 73 – 108 ). Berlin: Springer.
dc.identifier.citedreferenceXie, X. T., Lu, Y. L., Ren, T. S., & Horton, R. ( 2018 ). An empirical model for estimating soil thermal diffusivity from texture, bulk density, and degree of saturation. Journal of Hydrometeorology, 19 ( 2 ), 445 – 457. https://doi.org/10.1175/jhm-d-17-0131.1
dc.identifier.citedreferenceYumashev, D., Hope, C., Schaefer, K., Riemann‐Campe, K., Iglesias‐Suarez, F., Jafarov, E., Burke, E. J., Young, P. J., Elshorbany, Y., & Whiteman, G. ( 2019 ). Climate policy implications of nonlinear decline of Arctic land permafrost and other cryosphere elements. Nature Communications, 10 ( 1 ), 1900. https://doi.org/10.1038/s41467-019-09863-x
dc.identifier.citedreferenceBeckwith, C. W., Baird, A. J., & Heathwaite, A. L. ( 2003 ). Anisotropy and depth‐related heterogeneity of hydraulic conductivity in a bog peat. I: laboratory measurements. Hydrological Processes, 17 ( 1 ), 89 – 101.
dc.identifier.citedreferenceBockheim, J. G., Walker, D. A., Everett, L. R., Nelson, F. E., & Shiklomanov, N. I. ( 1998 ). Soils and cryoturbation in moist nonacidic and acidic tundra in the Kuparuk River Basin, Arctic Alaska. Arctic and Alpine Research, 30 ( 2 ), 166 – 174. https://doi.org/10.1080/00040851.1998.12002888
dc.identifier.citedreferenceFisher, J. B., Hayes, D. J., Schwalm, C. R., Huntzinger, D. N., Stofferahn, E., Schaefer, K., Luo, Y., Wullschleger, S. D., Goetz, S., Miller, C. E., Griffith, P., Chadburn, S., Chatterjee, A., Ciais, P., Douglas, T. A., Genet, H., Ito, A., Neigh, C. S. R., Poulter, B., Rogers, B. M., Sonnentag, O., Tian, H., Wang, W., Xue, Y., Yang, Z. L., Zeng, N., & Zhang, Z. ( 2018 ). Missing pieces to modeling the Arctic‐Boreal puzzle. Environmental Research Letters, 13 ( 2 ), 020202. https://doi.org/10.1088/1748-9326/aa9d9a
dc.identifier.citedreferenceHamilton, T. D. ( 1982 ). A Late Pleistocene glacial chronology for the southern Brooks Range—Stratigraphic record and regional significance. Geological Society of America Bulletin, 93 ( 8 ), 700 – 716. https://doi.org/10.1130/0016-7606(1982)93<700:ALPGCF>2.0.CO;2
dc.identifier.citedreferenceHarp, D. R., Atchley, A. L., Painter, S. L., Coon, E. T., Wilson, C. J., Romanovsky, V. E., & Rowland, J. C. ( 2016 ). Effect of soil property uncertainties on permafrost thaw projections: A calibration‐constrained analysis. The Cryosphere, 10 ( 1 ), 341 – 358. https://doi.org/10.5194/tc-10-341-2016
dc.identifier.citedreferenceHinzman, L. D., Kane, D. L., Gieck, R. E., & Everett, K. R. ( 1991 ). Hydrologic and thermal properties of the active layer in the Alaskan Arctic, in Cold Regions Science and Technology, pp. 95 – 110.
dc.identifier.citedreferenceHolden, J., & Burt, T. P. ( 2003 ). Hydrological studies on blanket peat: The significance of the acrotelm‐catotelm model. Journal of Ecology, 91 ( 1 ), 86 – 102. https://doi.org/10.1046/j.1365-2745.2003.00748.x
dc.identifier.citedreferenceHope, C., & Schaefer, K. ( 2016 ). Economic impacts of carbon dioxide and methane released from thawing permafrost. Nature Climate Change, 6 ( 1 ), 56 – 59. https://doi.org/10.1038/nclimate2807
dc.identifier.citedreferenceHugelius, G., Strauss, J., Zubrzycki, S., Harden, J. W., Schuur, E. A. G., Ping, C.‐L., Schirrmeister, L., Grosse, G., Michaelson, G. J., Koven, C. D., O’Donnell, J. A., Elberling, B., Mishra, U., Camill, P., Yu, Z., Palmtag, J., & Kuhry, P. ( 2014 ). Estimated stocks of circumpolar permafrost carbon with quantified uncertainty ranges and identified data gaps. Biogeosciences, 11 ( 23 ), 6573 – 6593. https://doi.org/10.5194/bg-11-6573-2014
dc.identifier.citedreferenceJafarov, E., & Schaefer, K. ( 2016 ). The importance of a surface organic layer in simulating permafrost thermal and carbon dynamics. The Cryosphere, 10 ( 1 ), 465 – 475. https://doi.org/10.5194/tc-10-465-2016
dc.identifier.citedreferenceKling, G. W., Kipphut, G. W., & Miller, M. C. ( 1991 ). Arctic lakes and streams as gas conduits to the atmosphere—Implications for tundra carbon budgets. Science, 251 ( 4991 ), 298 – 301. https://doi.org/10.1126/science.251.4991.298
dc.identifier.citedreferenceKling, G. W., Adams, H. E., Bettez, N. D., Bowden, W. B., Crump, B. C., Giblin, A. E., Judd, K. E., Keller, K., Kipphut, G. W., Rastetter, E. R., Shaver, G. R., & Stieglitz, M. ( 2014 ). Land‐water interactions. In J. E. Hobbie & G. W. Kling (Eds.), A changing Arctic: Ecological consequences for tundra, streams, and lakes (pp. 143 – 172 ). New York, NY: Oxford University Press.
dc.identifier.citedreferenceLawrence, D. M., Koven, C. D., Swenson, S. C., Riley, W. J., & Slater, A. G. ( 2015 ). Permafrost thaw and resulting soil moisture changes regulate projected high‐latitude CO 2 and CH 4 emissions. Environmental Research Letters, 10 ( 9 ), 094011. https://doi.org/10.1088/1748-9326/10/9/094011
dc.identifier.citedreferenceLiu, H. J., & Lennartz, B. ( 2019 ). Hydraulic properties of peat soils along a bulk density gradient—A meta study. Hydrological Processes, 33 ( 1 ), 101 – 114. https://doi.org/10.1002/hyp.13314
dc.owningcollnameInterdisciplinary and Peer-Reviewed


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