Boysen, L. R., Brovkin, V., Warlind, D., Peano, D., Lanso, A. S., Delire, C., Burke, E., Poeplau, C., and Don, A.: Evaluation of soil carbon dynamics after forest cover change in CMIP6 land models using chronosequences, Environ. Res. Lett., 16, 1–12, https://doi.org/10.1088/1748-9326/ac0be1, 2021.
Byers, S. C., Mills, E. L., and Steward, P. L.: A comparison of methods of
determining organic carbon in marine sediments, with suggestions for a
standard method, Hydrobiologia, 58, 43–47, 1978.
Conant, R. T., Ryan, M. G., Ågren, G. I., Birge, H. E., Davidson, E. A.,
Eliasson, P. E., Evans, S. E., Frey, S. D., Giardina, C. P., Hopkins, F. M.,
Hyvönen, R., Kirschbaum, M. U. F., Lavallee, J. M., Leifeld, J., Parton,
W. J., Steinweg, J. M., Wallenstein, M. D., Wetterstedt, J. A. M., and Bradford,
M. A.: Temperature and soil organic matter decomposition rates – synthesis
of current knowledge and a way forward, Glob. Change Biol., 17, 3392–3404, https://doi.org/10.1111/j.1365-2486.2011.02496.x, 2011.
Cotrufo, M. F., Ranalli, M. G., Haddix, M. L., Six, J., and Lugato, E.: Soil
carbon storage informed by particulate and mineral-associated organic
matter, Nat. Geosci., 12, 989–994, https://doi.org/10.1038/s41561-019-0484-6, 2019.
De Frenne, P., Lenoir, J., Luoto, M., Scheffers, B. R., Zellweger, F.,
Aalto, J., Ashcroft, M., B., Christianse, D. M., Decocq, G., Pauw, K. d.,
Govaert, S., Greiser, C., Gril, E., Hampe, A., Jucker, T., Klinges, D. H.,
Koelemeijer, I. A., Lembrechts, J. J., Marrec, R., Meeussen, C., Ogée,
J., Tyystjärvi, V., Vangansbeke, P., and Hylander, K.: Forest microclimates
and climate change: Importance, drivers and future research agenda, Glob.
Change Biol., 27, 2279–2297. https://doi.org/10.1111/gcb.15569, 2021.
Djukic, I., Kepfer-Rojas, S., Schmidt, I. K., Larsen, K. S., Beier, C.,
Berg, B., and Verheyen, K.: Early stage litter decomposition across biomes,
Sci. Total Environ., 628/629, 1369–1394, https://doi.org/10.1016/j.scitotenv.2018.01.012, 2018.
Environment Climate Change Canada: Canadian climate normal 1982–2010
station data, Temperature and Precipitation Graph for 1981 to 2010 Canadian
Climate Normals WHITEHORSE A, Government of Canada,
https://climate.weather.gc.ca/climate_normals/results_1981_2010_e.html?stnID=1618&autofwd=1 (last access: 24 February 2023), 2020.
Fierer, N., Craine, J. M., McLauchlan, K., and Schimel, J. P.: Litter quality
and the temperature sensitivity of decomposition, Ecology, 86, 320–326,
2005.
Franke, J. A., Müller, C., Minoli, S., Elliott, J., Folberth, C.,
Gardner, C., Hank, T., Izaurralde, R., C., Jägermeyr, J., Jones, C. D.,
Liu, W., Olin, S., Pugh, T. A. M., Ruane, A. C., Stephens, H., Zabel, F.,
and Moyer, E. J.: Agricultural breadbaskets shift poleward given adaptive farmer
behavior under climate change, Glob. Change Biol., 28, 167–181, https://doi.org/10.1111/gcb.15868, 2022.
Gottschalk, P., Bellarby, J., Chenu, C., Foereid, B., Smith, P., Wattenbach, M., Zingore, S., and Smith, J.: Simulation of soil organic carbon response at forest cultivation sequences using
13C measurements, Org. Geochem., 41, 41–54, https://doi.org/10.1016/j.orggeochem.2009.04.017, 2010.
Gregorich, E. G., Janzen, H., Ellert, B. H., Helgason, B. L., Qian, B.,
Zebarth, B. J., Angers, D. A., Beyaert, R. P., Drury, C. F., Duguid, S.,
May, W. E., McConkey, B. G., and Dyck, M. F.: Litter decay controlled by
temperature, not soil properties, affecting future soil carbon, Glob.
Change Biol., 23, 1725–1734, https://doi.org/10.1111/gcb.13502, 2017.
Grünzweig, J. M., Sparrow, S. D., and Chapin, F. S.: Impact of forest
conversion to agriculture on carbon and nitrogen mineralization in subarctic
Alaska, Biogeochemistry, 64, 271–296, https://doi.org/10.1023/A:1024976713243, 2003.
Grünzweig, J. M., Sparrow, S. D., Yakir, D., and Chapin, F. S.: Impact of
Agricultural Land-use Change on Carbon Storage in Boreal Alaska, Glob.
Change Biol., 10, 452–472, 2004.
Guo, L. B. and Gifford, R. M.: Soil carbon stocks and land use change: a meta
analysis, Glob. Change Biol., 8, 345–360, https://doi.org/10.1046/j.1354-1013.2002.00486.x, 2002.
Henry, L. and Wickham, H.: purrr: Functional Programming Tools, Version 0.3.4,
https://CRAN.R-project.org/package=purrr (last access: 24 February 2023), 2020.
Horthon, T., Bretz, F., and Westfall, P.: Simultaneous Inference in General
Parametric Models, Biometrical J., 50, 246–363,
https://doi.org/10.1002/bimj.200810425, 2008.
Hugelius, 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., and Kuhry, P.: Estimated stocks of circumpolar permafrost carbon with quantified uncertainty ranges and identified data gaps, Biogeosciences, 11, 6573–6593, https://doi.org/10.5194/bg-11-6573-2014, 2014.
IPCC: Climate Change 2013: The Physical Science Basis, Contribution of
Working Group I to the Fifth Assessment Report of the Intergovernmental
Panel on Climate Change, edited by: Stocker, T. F., Qin, D., Plattner, G.-K.,
Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Intergovernmental Panel on Climate
Change, Cambridge, United Kingdom and New York, NY, USA, Cambridge University Press, ISBN 978-1-107-66182-0, 2013.
Jiménez, C., Tejedor, M., and Rodríguez, M.: Influence of land use
changes on the soil temperature regime of Andosols on Tenerife, Canary
Islands, Spain, Eur. J. Soil Sci., 58, 445–449, https://doi.org/10.1111/j.1365-2389.2007.00897.x, 2007.
Jones, A., Stolbovoy, V., Tarnocai, C., Broll, G., Spaargaren, O., and
Montanarella, L. (Eds.): Soil Atlas of the Northern Circumpolar Region, European
Commission, Office for Official Publications of the European Communities,
Luxembourg, 142 pp., ISBN 978-92-79-09770-6, 2009.
Kaczynski, R., Siebielec, G., Hanegraaf, M. C., and Hein, K.: Modelling soil
carbon trends for agriculture development scenarios at regional level,
Geoderma, 286, 104–115, https://doi.org/10.1016/j.geoderma.2016.10.026, 2017.
Karhu, K., Fritze, H., Hämäläinen, K., Vanhala, P., Jungner, H.,
Oinonen, M., Sonninen, E., Tuomi, M., Spetz, P., Kizunen, V., and Liski, J.:
Temperature sensitivity of soil carbon fractions in boreal forest soil,
Ecology, 91, 370–376, 2010.
Karhu, K., Wall, A., Vanhala, P., Liski, J., Esala, M., and Regina, K.: Effects
of afforestation and deforestation on boreal soil carbon stocks – Comparison
of measured C stocks with Yasso07 model results, Geoderma, 164, 33–45,
https://doi.org/10.1016/j.geoderma.2011.05.008, 2011.
Kassambra, A.: ggpubr: “ggplot2” Based Publication Ready Plots,
https://CRAN.R-project.org/package=ggpubr (last access: 24 February 2023), 2020.
Keuskamp, J. A., Dingemans, B. J. J., Lehtinen, T., Sarneel, J. M., and Hefting,
M. M.: Tea Bag Index: a novel approach to collect uniform decomposition data
across ecosystems, Methods Ecol. Evol., 4, 1070–1075, https://doi.org/10.1111/2041-210X.12097, 2013.
Köhn, M.: Korngrößenanalyse vermittels Pipettanalyse,
Tonindustrie-Zeitung, 53, 729–731, 1929.
Kuznetsova, A., Brockhoff, P. B. M., and Christensen, R. H. B.: lmerTest Package:
Tests in Linear Mixed Effects Models, J. Stat. Softw., 82, 1–26, https://doi.org/10.18637/jss.v082.i13, 2017.
Lee, X., Goulden, M. L., Hollinger, D. Y., Barr, A., Black, T. A., B.,
Bohrer, G., Bracho, R., Drake, B., Goldstein, A., Gu, L., Katul, G., Kolb,
T., Law, B. E., Margolis, H., Meyers, T., Monson, R., Munger, W., Oren, R.,
Paw, K. T., Richardson, A. D., Schmidt, H. P., Staebler, R., Wofsy, S.,
and Zhao, L.: Observed increase in local cooling effect of deforestation at
higher latitudes, Nature, 479, 384–387, https://doi.org/10.1038/nature10588,
2011.
Lenth, R. V.: emmeans: Estimated Marginal Means, aka Least-Square Means,
https://CRAN.R-project.org/package=emmeans (last access: 24 February 2023), 2021.
Luo, Z., Feng, W., Luo, Y., Baldock, J., and Wang, E.: Soil organic carbon
dynamics jointly controlled by climate, carbon inputs, soil properties and
soil carbon fractions, Glob. Change Biol., 23, 4430–4439, https://doi.org/10.1111/gcb.13767, 2017.
Mueller, C. W., Rethemeyer, J., Kao-Kniffin, J., Löppmann, S., Hinkel,
K. M., and Bockheim, J. G.: Large amounts of labile organic carbon in permafrost
soils of northern Alaska, Glob. Change Biol., 21, 2804–2817, https://doi.org/10.1111/gcb.12876, 2015.
Olsen, S. R., Cole, C. V., Watanabe, F. S., and Dean, L. A.: Department of
Agriculture, United States: Estimation of available phosphorus in soils by
extraction with sodium bicarbonate, Colorado Agricultural Experiment Station Scientific journal series no. 418.,
https://openlibrary.org/books/OL25604885M/Estimation_of_available_phosphorus_in_soils_by_extraction_with_sodium_bicarbonate (last access: 24 February 2023), 1954.
Peplau, T., Schroeder, J., Gregorich, E., and Poeplau, C.: Long-term geothermal
warming reduced stocks of carbon but not nitrogen in a subarctic forest
soil, Glob. Change Biol., 27, 5341–5355, https://doi.org/10.1111/gcb.15754,
2021.
Peplau, T., Schroeder, J., Gregorich, E., and Poeplau, C.: Subarctic soil carbon
losses after deforestation for agriculture depend on permafrost abundance,
Glob. Change Biol., 28, 5227–5242, https://doi.org/10.1111/gcb.16307, 2022a.
Peplau, T., Poeplau, C., Gregorich, E., and Schroeder, J.: Dataset to: Deforestation for agriculture leads to soil warming and enhanced litter decomposition in subarctic soils, Zenodo [data set], https://doi.org/10.5281/zenodo.7219753, 2022b.
Petraglia, A., Cacciatori, C., Chelli, S., Fenu, G., Calderisi, G., Gargano,
D., Abeli, T., Orsenigo, S., and Carbognani, M.: Litter decomposition: effects
of temperature driven by soil moisture and vegetation type, Plant Soil, 435, 187–200, https://doi.org/10.1007/s11104-018-3889-x, 2019.
Poeplau, C., Don, A., Vesterdal, L., Leifeld, J., van Wesemael, B. A.,
Schumacher, J., and Gensior, A.: Temporal dynamics of soil organic carbon after
land-use change in the temperate zone – carbon response functions as a model
approach, Glob. Change Biol., 17, 2415–2427,
https://doi.org/10.1111/j.1365-2486.2011.02408.x, 2011.
Poeplau, C., Kätterer, T., Leblans, N. I. W., and Sigurdsson, B. D.:
Sensitivity of soil carbon fractions and their specific stabilization
mechanisms to extreme soil warming in a subarctic grassland, Glob. Change
Biol., 23, 1316–1327, https://doi.org/10.1111/gcb.13491, 2017.
Qian, B., Gregorich, E. G., Gameda, S., Hopkins, D. W., and Wang, X. L.:
Observed soil temperature trends associated with climate change in Canada,
J. Geophys. Res., 116, D02106, https://doi.org/10.1029/2010JD015012, 2011.
R Core Team: R: A language and environment for statistical computing,
Version 4.0.4, R Foundation for Statistical computing,
https://www.r-project.org/ (last access: 24 February 2023), 2021.
Six, J., Elliott, E. T., and Paustian, K.: Soil macroaggregate turnover and
microaggregate formation: a mechanism for C sequestration under no-tillage
agriculture, Soil Biol. Biochem., 32, 2099–2103, 2000.
Tchebakova, N. M., Parfenova, E. I., Lysanova, G. I., and Soja, A. J.:
Agroclimatic potential across central Siberia in an altered twenty-first
century, Environ. Res. Lett., 6, 45207, https://doi.org/10.1088/1748-9326/6/4/045207, 2011.
Vincent, L. A., Wang, X. L., Milewska, E. J., Wan, H., Yang, F., and Swail, V.:
A second generation of homogenized Canadian monthly surface air temperature
for climate trend analysis, J. Geophys. Res., 117, D18110, https://doi.org/10.1029/2012JD017859, 2012.
Wei, T. and Simko, V.: R package “corrplot”: Visualization of a Correlation
Matrix, Version 0.90, Github,
https://github.com/taiyun/corrplot (last access: 24 February 2023), 2021.
Wei, X., Shao, M., Gale, W., and Li, L.: Global pattern of soil carbon losses
due to the conversion of forests to agricultural land, Sci. Rep.,
4, 4062, https://doi.org/10.1038/srep04062, 2014.
Wickham, H.: ggplot2: Elegant Graphics for Data Analysis: Springer-Verlag
New York,
https://ggplot2.tidyverse.org (last access: 24 February 2023), 2016.
Wickham, H. and Bryan, J.: readxl: Read Excel Files, Version 1.3.1,
https://CRAN.R-project.org/package=readxl (last access: 24 February 2023), 2019.
Wickham, H., François, R., Henry, L., and Müller, K.: dplyr: A Grammar
of Data Manipulation, Version R package version 1.0.0,
https://CRAN.R-project.org/package=dplyr (last access: 24 February 2023), 2020.
Zhang, Y., Chen, W., Smith, S. L., Riseborough, D. W., and Cihlar, J.: Soil
temperature in Canada during the twentieth century: Complex responses to
atmospheric climate change, J. Geophys. Res., 110, D03112, https://doi.org/10.1029/2004JD004910, 2005.
Zimmermann, M., Leifeld, J., Schmidt, M. W. I., Smith, P., and Fuhrer, J.:
Measured soil organic matter fractions can be related to pools in the RothC
model, Eur. J. Soil Sci., 58, 658–667, https://doi.org/10.1111/j.1365-2389.2006.00855.x, 2007.
