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Volumn 390, Issue 1-2, 2015, Pages 111-127

Drivers of soil organic carbon storage and vertical distribution in Eastern Australia

Author keywords

Climate; Geology; Land use; Machine learning; Vertical distribution

Indexed keywords


EID: 84939969225     PISSN: 0032079X     EISSN: 15735036     Source Type: Journal    
DOI: 10.1007/s11104-015-2380-1     Document Type: Article
Times cited : (224)

References (50)
  • 1
    • 84890957260 scopus 로고    scopus 로고
    • Relationship between environmental and land-use variables on soil carbon levels at the regional scale in central New South Wales, Australia
    • COI: 1:CAS:528:DC%2BC3sXhvF2ktbfN
    • Badgery WB, Simmons AT, Murphy BM, Rawson A, Andersson KO, Lonergan VE, van de Ven R (2013) Relationship between environmental and land-use variables on soil carbon levels at the regional scale in central New South Wales, Australia. Soil Res 51:645–656
    • (2013) Soil Res , vol.51 , pp. 645-656
    • Badgery, W.B.1    Simmons, A.T.2    Murphy, B.M.3    Rawson, A.4    Andersson, K.O.5    Lonergan, V.E.6    van de Ven, R.7
  • 2
    • 84890919969 scopus 로고    scopus 로고
    • Quantifying the allocation of soil organic carbon to biologically significant fractions
    • COI: 1:CAS:528:DC%2BC3sXhvF2ktbbL
    • Baldock JA, Sanderman J, Macdonald LM, Puccini A, Hawke B, Szarvas S, McGowan J (2013) Quantifying the allocation of soil organic carbon to biologically significant fractions. Soil Res 51:561–576
    • (2013) Soil Res , vol.51 , pp. 561-576
    • Baldock, J.A.1    Sanderman, J.2    Macdonald, L.M.3    Puccini, A.4    Hawke, B.5    Szarvas, S.6    McGowan, J.7
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L (2001) Random forests. Mach Learn 45:5–32
    • (2001) Mach Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 4
    • 0024845078 scopus 로고
    • Texture, climate, and cultivation effects on soil organic matter content in U.S. grassland soils
    • Burke IC, Yonker CM, Parton WJ, Cole CV, Schimel DS, Flach K (1989) Texture, climate, and cultivation effects on soil organic matter content in U.S. grassland soils. Soil Sci Soc Am J 53:800–805
    • (1989) Soil Sci Soc Am J , vol.53 , pp. 800-805
    • Burke, I.C.1    Yonker, C.M.2    Parton, W.J.3    Cole, C.V.4    Schimel, D.S.5    Flach, K.6
  • 6
    • 0001871017 scopus 로고
    • Physical fractionation of soil and organic matter in primary particle size and density separates
    • Christensen BT (1992) Physical fractionation of soil and organic matter in primary particle size and density separates. Adv Soil Sci 20:1–90
    • (1992) Adv Soil Sci , vol.20 , pp. 1-90
    • Christensen, B.T.1
  • 7
    • 84859361220 scopus 로고    scopus 로고
    • Carbon stocks in Tasmanian soils
    • Cotching WE (2012) Carbon stocks in Tasmanian soils. Soil Res 50:83–90
    • (2012) Soil Res , vol.50 , pp. 83-90
    • Cotching, W.E.1
  • 8
    • 84890917008 scopus 로고    scopus 로고
    • Variations in soil organic carbon for two soil types and six land uses in the Murray Catchment, New South Wales, Australia
    • COI: 1:CAS:528:DC%2BC3sXhvF2ktbbF
    • Davy MC, Koen TB (2013) Variations in soil organic carbon for two soil types and six land uses in the Murray Catchment, New South Wales, Australia. Soil Res 51:631–644
    • (2013) Soil Res , vol.51 , pp. 631-644
    • Davy, M.C.1    Koen, T.B.2
  • 9
    • 34250658893 scopus 로고    scopus 로고
    • Carbon losses from soil and its consequences for land-use management
    • COI: 1:CAS:528:DC%2BD2sXmvV2jtLk%3D, PID: 17459458
    • Dawson JJC, Smith P (2007) Carbon losses from soil and its consequences for land-use management. Sci Total Environ 382:165–190
    • (2007) Sci Total Environ , vol.382 , pp. 165-190
    • Dawson, J.J.C.1    Smith, P.2
  • 10
    • 0029510766 scopus 로고
    • Calculation of organic matter and nutrients stored in soils under contrasting management regimes
    • COI: 1:CAS:528:DyaK28XhslKlsbo%3D
    • Ellert BH, Bettany JR (1995) Calculation of organic matter and nutrients stored in soils under contrasting management regimes. Can J Soil Sci 75:529–538
    • (1995) Can J Soil Sci , vol.75 , pp. 529-538
    • Ellert, B.H.1    Bettany, J.R.2
  • 11
    • 48349147101 scopus 로고    scopus 로고
    • Soil organic carbon concentrations and stocks on Barro Colorado Island—digital soil mapping using random forests analysis
    • COI: 1:CAS:528:DC%2BD1cXpsVKqtrg%3D
    • Grimm R, Behrens T, Märker M, Elsenbeer H (2008) Soil organic carbon concentrations and stocks on Barro Colorado Island—digital soil mapping using random forests analysis. Geoderma 146:102–113
    • (2008) Geoderma , vol.146 , pp. 102-113
    • Grimm, R.1    Behrens, T.2    Märker, M.3    Elsenbeer, H.4
  • 12
    • 0030759387 scopus 로고    scopus 로고
    • The capacity of soils to preserve organic C and N by their association with clay and silt particles
    • COI: 1:CAS:528:DyaK2sXltVKju7g%3D
    • Hassink J (1997) The capacity of soils to preserve organic C and N by their association with clay and silt particles. Plant Soil 191:77–87
    • (1997) Plant Soil , vol.191 , pp. 77-87
    • Hassink, J.1
  • 13
    • 33749677657 scopus 로고    scopus 로고
    • Unbiased recursive partitioning: a conditional inference framework
    • Hothorn T, Hornik K, Zeileis A (2006) Unbiased recursive partitioning: a conditional inference framework. J Comput Graph Stat 15:651–674
    • (2006) J Comput Graph Stat , vol.15 , pp. 651-674
    • Hothorn, T.1    Hornik, K.2    Zeileis, A.3
  • 15
    • 0033850105 scopus 로고    scopus 로고
    • Belowground consequences of vegetation change and their treatment in models
    • Jackson RB et al (2000) Belowground consequences of vegetation change and their treatment in models. Ecol Appl 10:470–483
    • (2000) Ecol Appl , vol.10 , pp. 470-483
    • Jackson, R.B.1
  • 18
    • 0043272180 scopus 로고    scopus 로고
    • The vertical distribution of soil organic carbon and its relation to climate and vegetation
    • Jobbagy EG, Jackson RB (2000) The vertical distribution of soil organic carbon and its relation to climate and vegetation. Ecol Appl 10:423–436
    • (2000) Ecol Appl , vol.10 , pp. 423-436
    • Jobbagy, E.G.1    Jackson, R.B.2
  • 19
    • 34247271115 scopus 로고    scopus 로고
    • The temperature dependence of organic-matter decomposition—still a topic of debate
    • COI: 1:CAS:528:DC%2BD28XotFKjt78%3D
    • Kirschbaum MUF (2006) The temperature dependence of organic-matter decomposition—still a topic of debate. Soil Biol Biochem 38:2510–2518
    • (2006) Soil Biol Biochem , vol.38 , pp. 2510-2518
    • Kirschbaum, M.U.F.1
  • 20
    • 76649093266 scopus 로고    scopus 로고
    • Soil carbon change and its responses to agricultural practices in Australian agro-ecosystems: a review and synthesis
    • COI: 1:CAS:528:DC%2BC3cXitlWgtb0%3D
    • Luo Z, Wang E, Sun OJ (2010) Soil carbon change and its responses to agricultural practices in Australian agro-ecosystems: a review and synthesis. Geoderma 155:211–223
    • (2010) Geoderma , vol.155 , pp. 211-223
    • Luo, Z.1    Wang, E.2    Sun, O.J.3
  • 22
    • 84905589326 scopus 로고    scopus 로고
    • Convergence of terrestrial plant production across global climate gradients
    • PID: 25043056
    • Michaletz ST, Cheng D, Kerkhoff AJ, Enquist BJ (2014) Convergence of terrestrial plant production across global climate gradients. Nature. doi:10.1038/nature13470
    • (2014) Nature
    • Michaletz, S.T.1    Cheng, D.2    Kerkhoff, A.J.3    Enquist, B.J.4
  • 24
    • 77949388276 scopus 로고    scopus 로고
    • The behaviour of random forest permutation-based variable importance measures under predictor correlation
    • Nicodemus KK, Malley JD, Strobl C, Ziegler A (2010) The behaviour of random forest permutation-based variable importance measures under predictor correlation. BMC Bioinforma 11:110
    • (2010) BMC Bioinforma , vol.11 , pp. 110
    • Nicodemus, K.K.1    Malley, J.D.2    Strobl, C.3    Ziegler, A.4
  • 28
    • 84905264612 scopus 로고    scopus 로고
    • The relationships between land uses, soil management practices, and soil carbon fractions in South Eastern Australia
    • Rabbi SMF et al (2014) The relationships between land uses, soil management practices, and soil carbon fractions in South Eastern Australia. Agric Ecosyst Environ 197:41–52
    • (2014) Agric Ecosyst Environ , vol.197 , pp. 41-52
    • Rabbi, S.M.F.1
  • 30
    • 65949086824 scopus 로고    scopus 로고
    • Calculating the effect of soil organic matter concentration on soil bulk density
    • COI: 1:CAS:528:DC%2BD1MXlsFylsL0%3D
    • Ruehlmann J, Körschens M (2009) Calculating the effect of soil organic matter concentration on soil bulk density. Soil Sci Soc Am J 73:876–885
    • (2009) Soil Sci Soc Am J , vol.73 , pp. 876-885
    • Ruehlmann, J.1    Körschens, M.2
  • 32
    • 84890901123 scopus 로고    scopus 로고
    • Carbon sequestration under subtropical perennial pastures II: carbon dynamics
    • COI: 1:CAS:528:DC%2BC3sXhvF2ktbfJ
    • Sanderman J et al (2013) Carbon sequestration under subtropical perennial pastures II: carbon dynamics. Soil Res 51:771–780
    • (2013) Soil Res , vol.51 , pp. 771-780
    • Sanderman, J.1
  • 33
    • 0003008839 scopus 로고
    • Carbon balance in terrestrial detritus
    • COI: 1:CAS:528:DyaE1cXlt1Cl
    • Schlesinger WH (1977) Carbon balance in terrestrial detritus. Annu Rev Ecol Syst 8:51–81
    • (1977) Annu Rev Ecol Syst , vol.8 , pp. 51-81
    • Schlesinger, W.H.1
  • 34
    • 0036326452 scopus 로고    scopus 로고
    • Stabilization mechanisms of soil organic matter: implications for C-saturation of soils
    • COI: 1:CAS:528:DC%2BD38XltV2jsbo%3D
    • Six J, Conant RT, Paul EA, Paustian K (2002) Stabilization mechanisms of soil organic matter: implications for C-saturation of soils. Plant Soil 241:155–176
    • (2002) Plant Soil , vol.241 , pp. 155-176
    • Six, J.1    Conant, R.T.2    Paul, E.A.3    Paustian, K.4
  • 35
    • 84939961891 scopus 로고    scopus 로고
    • Soil and Landscape Grid National Soil Attribute Maps - Soil Depth (3″ resolution) - Release 1. v2. (2014) CSIRO
    • Soil and Landscape Grid National Soil Attribute Maps - Soil Depth (3″ resolution) - Release 1. v2. (2014) CSIRO. http://www.clw.csiro.au/aclep/soilandlandscapegrid/index.html
  • 36
    • 84977818138 scopus 로고    scopus 로고
    • New South Wales state of the environment
    • State of NSW Environmental Protection Authority (2012) New South Wales state of the environment. Office of Environment and Heritage
    • (2012) Office of Environment and Heritage
  • 37
    • 84940002392 scopus 로고    scopus 로고
    • Statistics ABo (2013) 7121.0—Agricultural Commodities, Australia, 2012–2013
    • Statistics ABo (2013) 7121.0—Agricultural Commodities, Australia, 2012–2013
  • 38
    • 33847096395 scopus 로고    scopus 로고
    • Bias in random forest variable importance measures: illustrations, sources and a solution
    • Strobl C, Boulesteix A, Zeileis A, Hothorn T (2007) Bias in random forest variable importance measures: illustrations, sources and a solution. BMC Bioinforma. doi:10.1186/1471-2105-8-25
    • (2007) BMC Bioinforma
    • Strobl, C.1    Boulesteix, A.2    Zeileis, A.3    Hothorn, T.4
  • 39
    • 84977807974 scopus 로고    scopus 로고
    • Future research directions for soil carbon modeling
    • Todd-Brown K, Luo Y (2014) Future research directions for soil carbon modeling. Eos 95:371
    • (2014) Eos , vol.95 , pp. 371
    • Todd-Brown, K.1    Luo, Y.2
  • 41
    • 0036850951 scopus 로고    scopus 로고
    • Soil organic carbon sequestration rates by tillage and crop rotation
    • COI: 1:CAS:528:DC%2BD38XoslKhsbk%3D
    • West TO, Post WM (2002) Soil organic carbon sequestration rates by tillage and crop rotation. Soil Sci Soc Am J 66:1930–1946
    • (2002) Soil Sci Soc Am J , vol.66 , pp. 1930-1946
    • West, T.O.1    Post, W.M.2
  • 42
    • 84879548580 scopus 로고    scopus 로고
    • Amount, distribution and driving factors of soil organic carbon and nitrogen in cropland and grassland soils of southeast Germany (Bavaria)
    • COI: 1:CAS:528:DC%2BC3sXhtFSmur3O
    • Wiesmeier M et al (2013a) Amount, distribution and driving factors of soil organic carbon and nitrogen in cropland and grassland soils of southeast Germany (Bavaria). Agric Ecosyst Environ 176:39–52
    • (2013) Agric Ecosyst Environ , vol.176 , pp. 39-52
    • Wiesmeier, M.1
  • 43
    • 84874391054 scopus 로고    scopus 로고
    • Storage and drivers of organic carbon in forest soils of southeast Germany (Bavaria)—implications for carbon sequestration
    • Wiesmeier M et al (2013b) Storage and drivers of organic carbon in forest soils of southeast Germany (Bavaria)—implications for carbon sequestration. For Ecol Manag 295:162–172
    • (2013) For Ecol Manag , vol.295 , pp. 162-172
    • Wiesmeier, M.1
  • 44
    • 84927632663 scopus 로고    scopus 로고
    • Estimation of total organic carbon storage and its driving factors in soils of Bavaria (southeast Germany)
    • Wiesmeier M et al (2014) Estimation of total organic carbon storage and its driving factors in soils of Bavaria (southeast Germany). Geoderma Reg 1:67–78
    • (2014) Geoderma Reg , vol.1 , pp. 67-78
    • Wiesmeier, M.1
  • 45
    • 84890909505 scopus 로고    scopus 로고
    • Land-use and historical management effects on soil organic carbon in grazing systems on the Northern Tablelands of New South Wales
    • Wilson BR, Lonergan VE (2013) Land-use and historical management effects on soil organic carbon in grazing systems on the Northern Tablelands of New South Wales. Soil Res 51:668–679
    • (2013) Soil Res , vol.51 , pp. 668-679
    • Wilson, B.R.1    Lonergan, V.E.2
  • 46
    • 45849124931 scopus 로고    scopus 로고
    • Land-use effects on soil properties on the north-western slopes of New South Wales: implications for soil condition assessment
    • Wilson BR, Growns I, Lemon J (2008) Land-use effects on soil properties on the north-western slopes of New South Wales: implications for soil condition assessment. Soil Res 46:359–367
    • (2008) Soil Res , vol.46 , pp. 359-367
    • Wilson, B.R.1    Growns, I.2    Lemon, J.3
  • 47
    • 77955519703 scopus 로고    scopus 로고
    • Measurement and estimation of land-use effects on soil carbon and related properties for soil monitoring: a study on a basalt landscape of northern New South Wales, Australia
    • Wilson BR, Barnes P, Koen TB, Ghosh S, King D (2010) Measurement and estimation of land-use effects on soil carbon and related properties for soil monitoring: a study on a basalt landscape of northern New South Wales, Australia. Soil Res 48:421–433
    • (2010) Soil Res , vol.48 , pp. 421-433
    • Wilson, B.R.1    Barnes, P.2    Koen, T.B.3    Ghosh, S.4    King, D.5
  • 48
    • 82255175109 scopus 로고    scopus 로고
    • Soil carbon and related soil properties along a soil type and land-use intensity gradient, New South Wales, Australia
    • Wilson BR, Koen TB, Barnes P, Ghosh S, King D (2011) Soil carbon and related soil properties along a soil type and land-use intensity gradient, New South Wales, Australia. Soil Use Manag 27:437–447
    • (2011) Soil Use Manag , vol.27 , pp. 437-447
    • Wilson, B.R.1    Koen, T.B.2    Barnes, P.3    Ghosh, S.4    King, D.5
  • 49
    • 49849088571 scopus 로고    scopus 로고
    • Impacts of long-term and recently imposed tillage practices on the vertical distribution of soil organic carbon
    • Yang XM, Drury CF, Reynolds WD, Tan CS (2008) Impacts of long-term and recently imposed tillage practices on the vertical distribution of soil organic carbon. Soil Tillage Res 100:120–124
    • (2008) Soil Tillage Res , vol.100 , pp. 120-124
    • Yang, X.M.1    Drury, C.F.2    Reynolds, W.D.3    Tan, C.S.4
  • 50
    • 15044351354 scopus 로고    scopus 로고
    • Carbon storage in the soils and vegetation of contrasting land uses in northern New South Wales, Australia
    • COI: 1:CAS:528:DC%2BD2MXhtl2ku7c%3D
    • Young R, Wilson BR, McLeod M, Alston C (2005) Carbon storage in the soils and vegetation of contrasting land uses in northern New South Wales, Australia. Aust J Soil Res 43:21–31
    • (2005) Aust J Soil Res , vol.43 , pp. 21-31
    • Young, R.1    Wilson, B.R.2    McLeod, M.3    Alston, C.4


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