Responses of soil organic carbon to climate change in the Qilian Mountains and its future projection
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Abatzoglou, J.T., Dobrowski, S.Z., Parks, S.A., Hegewisch, K.C., 2018. Data Descriptor: TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958-2015. Scientific Data, 5..
Baret, 2013, GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production, Remote Sens. Environ., 137, 299, 10.1016/j.rse.2012.12.027
Batjes, 1996, Total carbon and nitrogen in the soils of the world, Eur. J. Soil Sci., 47, 151, 10.1111/j.1365-2389.1996.tb01386.x
Batjes, 2017, WoSIS: providing standardised soil profile data for the world, Earth Syst. Sci. Data, 9, 1, 10.5194/essd-9-1-2017
Beaudoing, H., & Rodell, M. (2015). GLDAS Noah Land Surface Model L4 monthly 0.25 × 0.25 degree V2.0. In M. Greenbelt, USA, Goddard Earth Sciences Data and Information Services Center (GES DISC) (Ed.), Accessed: [2020], 10.5067/9SQ1B3ZXP2C5.
Beaudoing, H., Rodell, M., & NASA/GSFC/HSL (2016). GLDAS Noah Land Surface Model L4 monthly 0.25 × 0.25 degree V2.1. In M. Greenbelt, USA, Goddard Earth Sciences Data and Information Services Center (GES DISC) (Ed.), Accessed: [2020], 10.5067/SXAVCZFAQLNO.
Bradford, 2016, Managing uncertainty in soil carbon feedbacks to climate change, Nat. Clim. Change, 6, 751, 10.1038/nclimate3071
Breiman, 2001, Random forests, Machine Learning, 45, 5, 10.1023/A:1010933404324
Canarini, 2017, Soil carbon loss regulated by drought intensity and available substrate: A meta-analysis, Soil Biol. Biochem., 112, 90, 10.1016/j.soilbio.2017.04.020
Chen, 2016, Patterns and environmental controls of soil organic carbon and total nitrogen in alpine ecosystems of northwestern China, Catena, 137, 37, 10.1016/j.catena.2015.08.017
Chen, 2016, Impacts of afforestation on plant diversity, soil properties, and soil organic carbon storage in a semi-arid grassland of northwestern China, Catena, 147, 300, 10.1016/j.catena.2016.07.009
Chen, 2012, Effects of nitrogen deposition on soil organic carbon fractions in the subtropical forest ecosystems of S China, J. Plant Nutr. Soil Sci., 175, 947, 10.1002/jpln.201100059
Chen, 2012, Effects of elevated CO2 and nitrogen addition on soil organic carbon fractions in a subtropical forest, Plant Soil, 357, 25, 10.1007/s11104-012-1145-3
Ciais, P., Sabine, C., Govindasamy, B., Bopp, L., Brovkin, V., Canadell, J.C., A, DeFries, R., Galloway, J., Heimann, M., Jones, C., Le Quéré, C., Myneni, R., Piao, S., Thornton, P., 2014. Carbon and Other Biogeochemical Cycles.
Collier, M.A., Jeffrey, S.J., Rotstayn, L.D., Wong, K.K.H., Dravitzki, S.M., Moeseneder, C., Hamalainen, C., Syktus, J.I., Suppiah, R., Antony, J., El Zein, A., Atif, M., 2011. The CSIRO-Mk3.6.0 Atmosphere-Ocean GCM: participation in CMIP5 and data publication. 19th International Congress on Modelling and Simulation (Modsim2011), 2691-2697.
Davidson, 2006, Temperature sensitivity of soil carbon decomposition and feedbacks to climate change, Nature, 440, 165, 10.1038/nature04514
Davidson, 2000, Soil warming and organic carbon content, Nature, 408, 789, 10.1038/35048672
de Anta, 2020, Soil organic carbon in peninsular Spain: Influence of environmental factors and spatial distribution, Geoderma, 370
Dignac, 2017, Increasing soil carbon storage: mechanisms, effects of agricultural practices and proxies. A review, Agron. Sustainable Dev., 37, 10.1007/s13593-017-0421-2
Dufresne, 2013, Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5, Clim. Dyn., 40, 2123, 10.1007/s00382-012-1636-1
Dunne, 2012, GFDL's ESM2 Global Coupled Climate-Carbon Earth System Models. Part I: Physical Formulation and Baseline Simulation Characteristics, J. Clim., 25, 6646, 10.1175/JCLI-D-11-00560.1
Dunne, 2013, GFDL's ESM2 Global Coupled Climate-Carbon Earth System Models. Part II: Carbon System Formulation and Baseline Simulation Characteristics, J. Clim., 26, 2247, 10.1175/JCLI-D-12-00150.1
Dutta, 2016, The microbial aspect of climate change, Energy, Ecol. Environ., 1, 209, 10.1007/s40974-016-0034-7
Editorial Board of Vegetation Map of China, C.A.o.S., 2007. Vegetation Map of the People’s Republic of China (1:1000000) (Digital version). In C.G.P. Beijing (Ed.).
ESA, 2017. Land Cover CCI Product User Guide Version 2. Available at: maps.elie.ucl.ac.be/CCI/viewer/download/ESACCI-LC-Ph2-PUGv2_2.0.pdf. In.
Fang, 2012, Soil organic carbon distribution in relation to land use and its storage in a small watershed of the Loess Plateau, China, Catena, 88, 6, 10.1016/j.catena.2011.07.012
FAO, ITPS, 2018. In (p. Global Soil Organic Carbon Map (GSOCmap) Technical Report 2018 Rome 162 pp).
Fick, 2017, WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas, Int. J. Climatol., 37, 4302, 10.1002/joc.5086
Gaitan, 2019, Biotic and Abiotic Drivers of Topsoil Organic Carbon Concentration in Drylands Have Similar Effects at Regional and Global Scales, Ecosystems, 22, 1445, 10.1007/s10021-019-00348-y
Gomes, 2019, Modelling and mapping soil organic carbon stocks in Brazil, Geoderma, 340, 337, 10.1016/j.geoderma.2019.01.007
Hengl, 2017, SoilGrids250m: Global gridded soil information based on machine learning, PLoS ONE, 12, 10.1371/journal.pone.0169748
Hobley, 2015, Drivers of soil organic carbon storage and vertical distribution in Eastern Australia, Plant Soil, 390, 111, 10.1007/s11104-015-2380-1
Hu, 2021, Impacts of land-use conversions on the water cycle in a typical watershed in the southern Chinese Loess Plateau, J. Hydrol., 593, 10.1016/j.jhydrol.2020.125741
Huang, 2020, New soil carbon sequestration with nitrogen enrichment: a meta-analysis, Plant Soil, 454, 299, 10.1007/s11104-020-04617-x
Hui, 2020, Parameter Optimization for Uncertainty Reduction and Simulation Improvement of Hydrological Modeling, Remote Sensing, 12, 4069, 10.3390/rs12244069
Huo, 2021, Influence of landfill and land use scenario on runoff, evapotranspiration, and sediment yield over the Chinese Loess Plateau, Ecol. Ind., 121, 10.1016/j.ecolind.2020.107208
Karhu, 2014, Temperature sensitivity of soil respiration rates enhanced by microbial community response, Nature, 513, 81-+, 10.1038/nature13604
Kendall, 1938, A new measure of rank correlation, Biometrika, 30, 81, 10.1093/biomet/30.1-2.81
Kirschbaum, 1999, Modelling forest growth and carbon storage in response to increasing CO2 and temperature, Tellus Series B-Chem. Phys. Meteorol., 51, 871, 10.3402/tellusb.v51i5.16500
Kirschbaum, 2000, Forest growth and species distribution in a changing climate, Tree Physiol., 20, 309, 10.1093/treephys/20.5-6.309
Knapp, 2008, Consequences of More Extreme Precipitation Regimes for Terrestrial Ecosystems, Bioscience, 58, 811, 10.1641/B580908
Lal, 2004, Soil carbon sequestration impacts on global climate change and food security, Science, 304, 1623, 10.1126/science.1097396
Li, 1992, A Model of Nitrous-Oxide Evolution from Soil Driven by Rainfall Events. 1. Model Structure and Sensitivity, J. Geophys. Res.-Atmospheres, 97, 9759, 10.1029/92JD00509
Li, 2020, Severe drought events inducing large decrease of net primary productivity in mainland China during 1982–2015, Sci. Total Environ., 703
Li, 2021, Regional contributions to interannual variability of net primary production and climatic attributions, Agricultural and Forest Meteorology
Li, 2017, Spatially distributed modeling of soil organic carbon across China with improved accuracy, J. Adv. Model. Earth Syst., 9, 1167, 10.1002/2016MS000827
Liebner, 2008, Bacterial diversity and community structure in polygonal tundra soils from Samoylov Island, Lena Delta, Siberia, Int. Microbiol., 11, 195
Liu, 2014
Liu, 2012
Liu, 2011, Are soils of Iowa USA currently a carbon sink or source? Simulated changes in SOC stock from 1972 to 2007, Agric. Ecosyst. Environ., 140, 106, 10.1016/j.agee.2010.11.017
Liu, 2012
Liu, 2003, Modeling carbon dynamics in vegetation and soil under the impact of soil erosion and deposition, Global Biogeochem. Cycles, 17, 10.1029/2002GB002010
Liu, 2019, The spatio-temporal patterns of the topsoil organic carbon density and its influencing factors based on different estimation models in the grassland of Qinghai-Tibet Plateau, PLoS ONE, 14, 10.1371/journal.pone.0225952
Luo, P.P., Kang, S.X., Apip, Zhou, M.M., Lyu, J.Q., Aisyah, S., Binaya, M., Regmi, R.K., Nover, D., 2019. Water quality trend assessment in Jakarta: A rapidly growing Asian megacity. PLoS One, 14.
Luo, P.P., Mu, D.R., Xue, H., Ngo-Duc, T., Dang-Dinh, K., Takara, K., Nover, D., Schladow, G., 2018. Flood inundation assessment for the Hanoi Central Area, Vietnam under historical and extreme rainfall conditions. Scientific Reports, 8.
Mann, 1945, Nonparametric Tests against Trend, Econometrica, 13, 245, 10.2307/1907187
McNally, A., NASA/GSFC/HSL, 2018. FLDAS Noah Land Surface Model L4 Global Monthly 0.1 × 0.1 degree (MERRA-2 and CHIRPS). In G.E.S.D.a.I.S.C.G. DISC) (Ed.), Accessed [2020-8-13]. Greenbelt, MD, USA.
McSweeney, 2015, Selecting CMIP5 GCMs for downscaling over multiple regions, Clim. Dyn., 44, 3237, 10.1007/s00382-014-2418-8
Meinshausen, 2011, The RCP greenhouse gas concentrations and their extensions from 1765 to 2300, Clim. Change, 109, 213, 10.1007/s10584-011-0156-z
Meng, 2017, Differentiation in drought tolerance mirrors the geographic distributions of alpine plants on the Qinghai-Tibet Plateau and adjacent highlands, Sci. Rep., 7
Meyer, 2018, Potential impacts of climate change on soil organic carbon and productivity in pastures of south eastern Australia, Agric. Syst., 167, 34, 10.1016/j.agsy.2018.08.010
Mu, 2016, Carbon loss and chemical changes from permafrost collapse in the northern Tibetan Plateau, J. Geophys. Res.-Biogeosci., 121, 1781, 10.1002/2015JG003235
Nepstad, 1994, The Role of Deep Roots in the Hydrological and Carbon Cycles of Amazonian Forests and Pastures, Nature, 372, 666, 10.1038/372666a0
Norby, 2010, CO2 enhancement of forest productivity constrained by limited nitrogen availability, PNAS, 107, 19368, 10.1073/pnas.1006463107
Padarian, 2020, Machine learning and soil sciences: a review aided by machine learning tools, Soil, 6, 35, 10.5194/soil-6-35-2020
Parton, W.J., 1996. The CENTURY model. In (pp. 283-291). Berlin, Heidelberg: Springer Berlin Heidelberg.
Paul, 2016, The nature and dynamics of soil organic matter: Plant inputs, microbial transformations, and organic matter stabilization, Soil Biol. Biochem., 98, 109, 10.1016/j.soilbio.2016.04.001
Paustian, 2019, Quantifying carbon for agricultural soil management: from the current status toward a global soil information system, Carbon Manage., 10, 567, 10.1080/17583004.2019.1633231
Peng, 2019, 1 km monthly temperature and precipitation dataset for China from 1901 to 2017, Earth Syst. Sci. Data, 11, 1931, 10.5194/essd-11-1931-2019
Piao, 2019, Characteristics, drivers and feedbacks of global greening, Nat. Rev. Earth Environ., 10.1038/s43017-019-0001-x
Plante, A., Conant, R.T., 2014. Soil Organic Matter Dynamics, Climate Change Effects. In: Freedman B. (eds) Global Environmental Change. Handbook of Global Environmental Pollution, vol 1. Springer, Dordrecht.
Plaza, 2019, Direct observation of permafrost degradation and rapid soil carbon loss in tundra, Nat. Geosci., 12, 627-+, 10.1038/s41561-019-0387-6
Potter, 1993, Terrestrial Ecosystem Production - a Process Model-Based on Global Satellite and Surface Data, Global Biogeochem. Cycles, 7, 811, 10.1029/93GB02725
Prietzel, 2016, Organic matter losses in German Alps forest soils since the 1970s most likely caused by warming, Nat. Geosci., 9, 543-+, 10.1038/ngeo2732
Ramesh, 2019, Soil organic carbon dynamics: Impact of land use changes and management practices: a review, Adv. Agron., 156, 1
Reay, 2008, Global nitrogen deposition and carbon sinks, Nat. Geosci., 1, 430, 10.1038/ngeo230
Reichstein, 2013, Climate extremes and the carbon cycle, Nature, 500, 287, 10.1038/nature12350
Rossel, 2019, Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls, Nat. Geosci., 12, 547, 10.1038/s41561-019-0373-z
Schaefer, 2014, The impact of the permafrost carbon feedback on global climate, Environ. Res. Lett., 9, 10.1088/1748-9326/9/8/085003
Scharlemann, 2014, Global soil carbon: understanding and managing the largest terrestrial carbon pool, Carbon Manage., 5, 81, 10.4155/cmt.13.77
Schindlbacher, 2011, Experimental warming effects on the microbial community of a temperate mountain forest soil, Soil Biol. Biochem., 43, 1417, 10.1016/j.soilbio.2011.03.005
Schindlbacher, 2009, Carbon losses due to soil warming: Do autotrophic and heterotrophic soil respiration respond equally?, Glob. Change Biol., 15, 901, 10.1111/j.1365-2486.2008.01757.x
Schuur, 2015, Climate change and the permafrost carbon feedback, Nature, 520, 171, 10.1038/nature14338
Shangguan, 2014, A global soil data set for earth system modeling, J. Adv. Model. Earth Syst., 6, 249, 10.1002/2013MS000293
Shangguan, 2013, A China data set of soil properties for land surface modeling, J. Adv. Model. Earth Syst., 5, 212, 10.1002/jame.20026
Sokal, R.R., Rohlf, F.J., 1995. Biometry: The Principles and Practice of Statistics in Biological Research. (3rd ed ed.). New York, NY, USA.
Stark, 1995, Mechanisms for Soil-Moisture Effects on Activity of Nitrifying Bacteria, Appl. Environ. Microbiol., 61, 218, 10.1128/aem.61.1.218-221.1995
Stocker, 2019, Drought impacts on terrestrial primary production underestimated by satellite monitoring, Nat. Geosci., 12, 264-+, 10.1038/s41561-019-0318-6
Stockmann, 2013, The knowns, known unknowns and unknowns of sequestration of soil organic carbon, Agric. Ecosyst. Environ., 164, 80, 10.1016/j.agee.2012.10.001
Sun, 2017, Projections of soil carbon using the combination of the CNOP-P method and GCMs from CMIP5 under RCP4.5 in north-south transect of eastern China, Plant Soil, 413, 243, 10.1007/s11104-016-3098-4
Sun, P.C., Wu, Y.P., Xiao, J.F., Hui, J.Y., Hu, J.Y., Zhao, F.B., Qiu, L.J., Liu, S.G., 2019. Remote sensing and modeling fusion for investigating the ecosystem water-carbon coupling processes. Science of the Total Environment, 697.
Suseela, 2012, Effects of soil moisture on the temperature sensitivity of heterotrophic respiration vary seasonally in an old-field climate change experiment, Glob. Change Biol., 18, 336, 10.1111/j.1365-2486.2011.02516.x
Tan, 2015, Ecosystem carbon stocks and sequestration potential of federal lands across the conterminous United States, PNAS, 112, 12723, 10.1073/pnas.1512542112
Taylor, 2012, An Overview of Cmip5 and the Experiment Design, Bull. Am. Meteorol. Soc., 93, 485, 10.1175/BAMS-D-11-00094.1
Tipping, 2017, Long-term increases in soil carbon due to ecosystem fertilization by atmospheric nitrogen deposition demonstrated by regional-scale modelling and observations, Sci. Rep., 7, 10.1038/s41598-017-02002-w
Tote, 2017, Evaluation of the SPOT/VEGETATION Collection 3 reprocessed dataset: Surface reflectances and NDVI, Remote Sens. Environ., 201, 219, 10.1016/j.rse.2017.09.010
van Vuuren, 2011, The representative concentration pathways: an overview, Clim. Change, 109, 5, 10.1007/s10584-011-0148-z
Verger, 2014, Near Real-Time Vegetation Monitoring at Global Scale, IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., 7, 3473, 10.1109/JSTARS.2014.2328632
Wang, 2020, Permafrost thawing puts the frozen carbon at risk over the Tibetan Plateau, Sci. Adv., 6
Watanabe, 2011, MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments, Geosci. Model Dev., 4, 845, 10.5194/gmd-4-845-2011
Wiesmeier, 2019, Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales, Geoderma, 333, 149, 10.1016/j.geoderma.2018.07.026
Wu, 2012, Predicting impacts of increased CO2 and climate change on the water cycle and water quality in the semiarid James River Basin of the Midwestern USA, Sci. Total Environ., 430, 150, 10.1016/j.scitotenv.2012.04.058
Wu, 2016, SWAT-DayCent coupler: An integration tool for simultaneous hydro-biogeochemical modeling using SWAT and DayCent, Environ. Modell. Software, 86, 81, 10.1016/j.envsoft.2016.09.015
Wu, 2015, Quantitative attribution of major driving forces on soil organic carbon dynamics, J. Adv. Model. Earth Syst., 7, 21, 10.1002/2014MS000361
Wu, 2015, Projection of corn production and stover-harvesting impacts on soil organic carbon dynamics in the US Temperate Prairies, Sci. Rep., 5
Xie, 2007, Soil organic carbon stocks in China and changes from 1980s to 2000s, Glob. Change Biol., 13, 1989, 10.1111/j.1365-2486.2007.01409.x
Xu, 2018, Carbon storage in China's terrestrial ecosystems: A synthesis, Sci. Rep., 8, 2806, 10.1038/s41598-018-20764-9
Yan, 2018, A moisture function of soil heterotrophic respiration that incorporates microscale processes, Nat. Commun., 9, 10.1038/s41467-018-04971-6
Yang, 2009, Changes in topsoil carbon stock in the Tibetan grasslands between the 1980s and 2004, Glob. Change Biol., 15, 2723, 10.1111/j.1365-2486.2009.01924.x
Yao, 2018, Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years, Glob. Chang. Biol., 24, 184, 10.1111/gcb.13830
Yao, 2016, Alpine grassland degradation in the Qilian Mountains, China - A case study in Damaying Grassland, Catena, 137, 494, 10.1016/j.catena.2015.09.021
Yukimoto, 2012, A New Global Climate Model of the Meteorological Research Institute: MRI-CGCM3-Model Description and Basic Performance, J. Meteorol. Soc. Jpn, 90a, 23, 10.2151/jmsj.2012-A02
Zhang, 2017, Changes in the soil organic carbon balance on China's cropland during the last two decades of the 20th century, Sci. Rep., 7
Zhao, 2021, Toward sustainable revegetation in the Loess Plateau using coupled water and carbon management, Engineering
Zhao, 2020, Predicting the climate change impacts on water-carbon coupling cycles for a loess hilly-gully watershed, J. Hydrol., 581, 10.1016/j.jhydrol.2019.124388
Zhao, 2006, Sensitivity of Moderate Resolution Imaging Spectroradiometer (MODIS) terrestrial primary production to the accuracy of meteorological reanalyses, J. Geophys. Res.-Biogeosci., 111, 10.1029/2004JG000004
Zhao, 2005, Improvements of the MODIS terrestrial gross and net primary production global data set, Remote Sens. Environ., 95, 164, 10.1016/j.rse.2004.12.011
Zhao, 2010, Drought-Induced Reduction in Global Terrestrial Net Primary Production from 2000 Through 2009, Science, 329, 940, 10.1126/science.1192666
Zhao, 2018, Economics- and policy-driven organic carbon input enhancement dominates soil organic carbon accumulation in Chinese croplands, PNAS, 115, 4045, 10.1073/pnas.1700292114
Zheng, 2019, Improved estimate of global gross primary production for reproducing its long-term variation, 1982–2017, Earth Syst. Sci. Data Discuss., 1
Zhou, J.J., Xue, D.X., Lei, L., Wang, L.Y., Zhong, G.S., Liu, C.F., Xiang, J., Huang, M.H., Feng, W., Li, Q.Q., Zhao, Y.R., Zhu, G.F., 2019a. Impacts of Climate and Land Cover on Soil Organic Carbon in the Eastern Qilian Mountains, China. Sustainability, 11.
Zhou, 2019, Land use and climate change effects on soil organic carbon in North and Northeast China, Sci. Total Environ., 647, 1230, 10.1016/j.scitotenv.2018.08.016
Zhu, 2006, Simulation of maximum light use efficiency for some typical vegetation types in China, Chin. Sci. Bull., 51, 457, 10.1007/s11434-006-0457-1
Zhu, 2020, Spatiotemporal Analysis of Hydrological Variations and Their Impacts on Vegetation in Semiarid Areas from Multiple Satellite Data, Remote Sensing, 12, 10.3390/rs12244177
