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Developments in Measurement and Modelling of Soil Organic Carbon

  • D. K. Benbi
  • Shahida Nisar
Chapter

Abstract

Soil organic matter (SOM) plays an important role in maintaining soil quality, agriculture productivity, ecosystem functionality, as well as in environment moderation. Besides quantity, the composition of soil organic matter is vital for understanding the mechanism of carbon (C) sequestration in soils. A number of methods, with several variants, have been proposed to measure and characterize SOM. Conventional methods of soil organic carbon (SOC) measurement are not only laborious and time-consuming but also suffer from issues related to spatial variability. In the last few decades, several new methods including in situ techniques have been developed to minimize the uncertainties associated with the conventional procedures. Besides being more sensitive, the in situ techniques provide the possibility of repetitive and sequential measurements for spatial and temporal evaluation of soil C stock on a large scale. However, these methods are still evolving and pose some procedural limitations. Models have been used to overcome some of the problems associated with measurements and to upscale point measurements at different levels of spatial aggregation. Organic matter turnover models have been used to predict C sequestration potential of soils, assess and identify appropriate land-use and best management practices for C sequestration and to predict climate change effects on SOC. However, application of these models is constrained because of the lack of detailed spatial data, leading to the development of protocols for reducing input data requirements. In this chapter, we trace the developments in measurement and modelling organic matter dynamics in soils.

Keywords

Carbon dynamics Measurements Modelling Soil organic carbon Temperature sensitivity 

References

  1. Allison SD, Jastrow JD (2006) Activities of extracellular enzymes in physically isolated fraction of restored grassland soils. Soil Biol Biochem 38:3245–3256CrossRefGoogle Scholar
  2. Anderson JPE, Domsch KH (1978) A physiological method for the quantitative measurement of microbial biomass in soils. Soil Biol Biochem 10:215–221CrossRefGoogle Scholar
  3. Andrén O, Kätterer T (1997) ICBM – the Introductory Carbon Balance Model for exploration of soil carbon balances. Ecol ApplEcol Appl 7(4):1226–1236CrossRefGoogle Scholar
  4. Andrén O, Kätterer T, Karlsson T (2004) ICBM regional model for estimations of dynamics of agricultural soil carbon pools. Nutr Cycl Agroecosyst 70:213–239CrossRefGoogle Scholar
  5. Babu J, Li C, Frolking S, Nayak DR, Adhya TK (2006) Field validation of DNDC model for methane and nitrous oxide emissions from rice-based production systems of India. Nutr Cycl Agroecosyst 74:157–174CrossRefGoogle Scholar
  6. Balaria A, Johnson CE, Xu Z (2009) Molecular-scale characterization of hot-water-extractable organic matter in organic horizons of a forest soil. Soil Sci Soc Am J 73:812–821CrossRefGoogle Scholar
  7. Baldock J (2007) Composition and cycling of organic carbon. In: Marschner P, Rengel Z (eds) Soil nutrient cycling in terrestrial ecosystems. Springer, Berlin/Heidelberg, pp 1–35Google Scholar
  8. Balesdent J, Wanger GH, Mariotti A (1988) Soil organic matter turnover in long-term field experiments as revealed by the 13C natural abundance in maize field. Soil Sci Soc Am J 52:118–124CrossRefGoogle Scholar
  9. Bellon-Maurel V, McBratney A (2011) Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils—critical review and research perspectives. Soil Biol Biochem 43:1398–1410CrossRefGoogle Scholar
  10. Benbi DK (2015) Enumeration of soil organic matter responses to land-use and management. J Indian Soc Soil Sci 63(Supplement):S14–S25Google Scholar
  11. Benbi DK (2018) Evaluation of a rapid microwave digestion method for determination of total organic carbon in soil. Commun Soil Sci Plant Anal 49:2103–2112CrossRefGoogle Scholar
  12. Benbi DK, Khosa MK (2014) Effect of temperature, moisture and chemical composition of organic substrates on C mineralization in soils. Commun Soil Sci Plant Anal 45:2734–2753CrossRefGoogle Scholar
  13. Benbi DK, Toor AS, Kumar S (2012) Management of organic amendments in rice-wheat cropping system determines the pool where carbon is sequestered. Plant Soil 360:145–162CrossRefGoogle Scholar
  14. Benbi DK, Boparai AK, Brar K (2014a) Decomposition of particulate organic matter is more sensitive to temperature than the mineral associated organic matter. Soil Biol Biochem 70:183–192CrossRefGoogle Scholar
  15. Benbi DK, Brar K, Toor AS, Singh P (2014b) Total and labile pools of soil organic carbon in cultivated and undisturbed soils in northern India. Geoderma 237–238:149–158Google Scholar
  16. Benbi DK, Brar K, Toor AS, Sharma S (2015) Sensitivity of labile soil organic carbon pools to long-term fertilizer, straw and manure management in rice-wheat system. Pedosphere 25:534–545CrossRefGoogle Scholar
  17. Benbi DK, Sharma S, Toor AS, Brar K, Sodhi GPS, Garg AK (2016) Differences in soil organic carbon pools and biological activity between organic and conventionally managed rice-wheat fields. Org Agric 8:1–14CrossRefGoogle Scholar
  18. Bosatta E, Ågren GI (1985) Theoretical-analysis of decomposition of heterogeneous substrates. Soil Biol Biochem 17:601–610CrossRefGoogle Scholar
  19. Bosatta E, Ågren GI (2003) Exact solutions to the continuous-quality equation for soil organic matter turnover. J Theor Biol 224:97–105CrossRefGoogle Scholar
  20. Burns RG, DeForest JL, Marxsen J, Sinsabaugh RL, Stromberger ME, Wallenstein MD, Weintraub MN, Zoppini A (2013) Soil enzymes in a changing environment: current knowledge and future directions. Soil Biol Biochem 58:216–234CrossRefGoogle Scholar
  21. Butterbach-Bahl KF, Stange H, Papen LC (2001) Regional inventory of nitric oxide and nitrous oxide emissions for forest soils of southeast Germany using the biogeochemical model PnET-N-DNDC. J Geophys Res 106(D24):4155–4166CrossRefGoogle Scholar
  22. Cambardella CA, Elliott ET (1993) Methods for physical separation and characterization of soil organic matter fractions. Geoderma 56:449–457CrossRefGoogle Scholar
  23. Campbell EE, Paustian K (2015) Current developments in soil organic matter modeling and the expansion of model applications: a review. Environ Res Lett 10:123004CrossRefGoogle Scholar
  24. Chambers A, Lal R, Paustian K (2016) Soil carbon sequestration potential of US croplands and grasslands: implementing the 4 per thousand initiative. J Soil Water Conserv 71:68–74CrossRefGoogle Scholar
  25. Chan KY, Conyers MK, Li GD, Helyar KR, Poile GJ, Oates A, Barchia IM (2011) Soil carbon dynamics under different cropping and pasture management in temperate Australia: results of three long-term experiments. Aust J Soil Res 49:320–328CrossRefGoogle Scholar
  26. Chen F, Kissel DE, West LT, Adkins W (2000) Field-scale mapping of surface soil organic carbon using remotely sensed imagery. Soil Sci Soc Am J 64:746–753CrossRefGoogle Scholar
  27. Chertov OG, Komarov AS (1996) SOMM-a model of soil organic matter and nitrogen dynamics in terrestrial ecosystems. In: Powlson DS, Smith P, Smith JU (eds) Evaluation of soil organic matter models using existing long-term datasets, NATO ASI series I. Springer, Heidelberg, pp 231–236CrossRefGoogle Scholar
  28. Christensen BT (2001) Physical fractionation of soil and structural and functional complexity in organic matter turnover. Eur J Soil Sci 52:345–353CrossRefGoogle Scholar
  29. Coleman K, Jenkinson DS (1996) RothC-26.3 – a model for the turnover of carbon in soil. In: Powlson DS, Smith P, Smith JU (eds) Evaluation of soil organic matter models using existing long-term datasets, NATO ASI series I, vol 38. Springer, Heidelberg, pp 237–246CrossRefGoogle Scholar
  30. Coleman K, Jenkinson DS, Crocker GJ, Grace PR, Klir J, Körschens M, Poulton PR, Richter DD (1997) Simulating trends in soil organic carbon in long-term experiments using RothC-26.3. In: Smith P, Powlson DS, Smith JU and Elliott ET (eds) Evaluation and comparison of soil organic matter models using datasets from seven long-term experiments. Geoderma 81:29–44Google Scholar
  31. Cresser MS, Gonzalez RL, Leon A (1991) Evaluation of the use of soil depth and parent material data when predicting soil organic carbon concentration from LOI values. Geoderma 140:132–139CrossRefGoogle Scholar
  32. Davidson EA, Trumbore SE, Amundson R (2000) Soil warming and organic carbon content. Nature 408:789–790CrossRefGoogle Scholar
  33. Davidson EA, Savage KE, Finzi AC (2014) A big-microsite framework for soil carbon modeling. Glob Chang Biol 203:610–620Google Scholar
  34. Degryze S, Six J, Paustian K, Sherri JM, Paul EA, Merckx R (2004) Soil organic carbon pool changes following landuse conversions. Glob Chang Biol 10:1120–1132CrossRefGoogle Scholar
  35. Easter M, Paustian K, Killian K, Williams S, Feng T. et al (2007) The GEFSOC soil carbon modelling system: a tool for conducting regional-scale soil carbon inventories and assessing the impacts of land use change on soil carbon. In: Milne E, Powlson DS, Cerri CEP (eds) Soil carbon stocks at regional scales. Agric Ecosyst Environ 122:13–25Google Scholar
  36. Ebinger MH, Norfleet ML, Breshears DD, Cremers DA, Ferris MJ, Unkefer PJ, Lamb MS, Goddard KL, Meyer CW (2003) Extending the applicability of laser-induced breakdown spectroscopy for total soil carbon measurement. Soil Sci Soc Am J 67:1616–1619CrossRefGoogle Scholar
  37. Ellert BH, Bettany JR (1992) Temperature dependence of net nitrogen and sulphur mineralization. Soil Sci Soc Am J 56:1133–1141CrossRefGoogle Scholar
  38. Ellert BH, Janzen HH, McConkey BG (2001) Measuring and comparing soil carbon storage. In: Lal R, Kimble JM, Follett RF, Stewart BA (eds) Assessment methods for soil carbon. Lewis Publishers, Boca Raton. pp 131–145Google Scholar
  39. Farina R, Coleman K, Whitmore AP (2013) Modification of the RothC model for simulations of soil organic C dynamics in dryland regions. Geoderma 200–201:18–30CrossRefGoogle Scholar
  40. Florin MJ, McBratney AB, Whelan BM, Minasny B (2011) Inverse meta-modelling to estimate soil available water capacity at high spatial resolution across a farm. Precis Agric 12:421–438CrossRefGoogle Scholar
  41. Franko U (1996) Modelling approaches of soil organic matter turnover within the CANDY system. In: Powlson DS, Smith P, Smith JU (eds) Evaluation of soil organic matter models using existing long-term datasets, NATO ASI series I, vol 38. Springer, Heidelberg, pp 247–254CrossRefGoogle Scholar
  42. Gehl RJ, Rice CW (2007) Emerging technologies for in situ measurement of soil carbon. Clim Chang 80:43–54CrossRefGoogle Scholar
  43. Gilhespy SL, Anthony S, Cardenas L, Chadwick D, Prado AD, Li CS, Misselbrook T, Rees RM, Salas W, Sanz-Cobena A, Smith P, Tilston EL, Topp CFE, Vetter S, Yeluripati JB (2014) First 20 years of DNDC (DeNitrification DeComposition): model evolution. Ecol Model 292:51–62CrossRefGoogle Scholar
  44. Golchin A, Oades JM, Skejmstad JO, Clake P (1994) Soil structure and carbon cycling. Aus J Soil Res 32:1043–1068CrossRefGoogle Scholar
  45. Grace PR, Ladd JN, Robertson GP, Gage SH (2006) SOCRATES-A simple model for predicting long-term changes in soil organic carbon in terrestrial ecosystems. Soil Biol Biochem 38:1172–1176CrossRefGoogle Scholar
  46. Guo L, Falloon P, Coleman K, Zhou B, Li Y, Lin E, Zhang F (2012) Application of the RothC model to the results of long-term experiments on typical upland soils in northern China. Soil Use Manag 23:63–70CrossRefGoogle Scholar
  47. Haynes RJ (2005) Labile organic matter fractions as central components of the quality of agricultural soils: an overview. Adv Agron 85:221–268CrossRefGoogle Scholar
  48. Hussain I, Olson KR (2000) Recovery rate of organic C in organic matter fractions of Grantsburg soils. Commun Soil Sci Plant Anal 31:995–1001CrossRefGoogle Scholar
  49. IPCC (2013) Mitigation of climate change summary for policymakers and technical summary; Intergovernmental Panel on Climate Change (IPCC): Geneva, SwitzerlandGoogle Scholar
  50. Jastrow JD (1996) Soil aggregate formation and the accrual of particulate and mineral-associated organic matter. Soil Biol Biochem 28:656–676CrossRefGoogle Scholar
  51. Jenkinson DS (1990) The turnover of organic carbon and nitrogen in soil. Philos Trans R Soc Lond B 329:361–368CrossRefGoogle Scholar
  52. Jenkinson DS, Powlson DS (1976) The effects of biocidal treatment on metabolism in soil. I. Fumigation with chloroform. Soil Biol Biochem 8:167–177CrossRefGoogle Scholar
  53. Kirschbaum MUF (1995) The temperature dependence of soil organic matter decomposition and the effect of global warming on soil organic C storage. Soil Biol Biochem 27:753–760Google Scholar
  54. Kirschbaum MUF (2006) The temperature dependence of organic matter decomposition still a topic of debate. Soil Biol Biochem 38:2510–2518CrossRefGoogle Scholar
  55. Kleijnen JPC, van Groenendaal W (1992) Simulation: a statistical perspective. Wiley, ChichesterGoogle Scholar
  56. Klimanek E-M (1997) Bedeutung der Ernte- und Wurzelruckstande landwirtschaftlichgenutzter Pflanzenarten fur die organische Substanz des Bodens. Arch Agron Soil Sci 41:485–511CrossRefGoogle Scholar
  57. Knorr W, Prentice IC, House JI, Holland EA (2005) Long-term sensitivity of soil carbon turnover to warming. Nature 433:298–301CrossRefGoogle Scholar
  58. Krull ES, Skjemstad JO (2003) d13C and d15N profiles in 14C-dated Oxisol and Vertisols as a function of soil chemistry and mineralogy. Geoderma 112:1–29CrossRefGoogle Scholar
  59. Kurbatova J, Li C, Varlagin A, Xiao X, Vygodskaya N (2008) Modeling carbon dynamics in two adjacent spruce forests with different soil conditions in Russia. Biogeosciences 5(4):969–980CrossRefGoogle Scholar
  60. Lal R (1997) Residue management, conservation tillage and soil restoration for mitigating greenhouse effect by CO2- enrichment. Soil Tillage Res 43:81–107CrossRefGoogle Scholar
  61. Lal R (2018) Digging deeper: a holistic perspective of factors affecting soil organic carbon sequestration in agroecosystems. Glob Chang Biol 24(8):3285–3301CrossRefGoogle Scholar
  62. Li C, Frolking S, Frolking TA (1992) A model of nitrous oxide evolution from soil driven by rainfall events, 1. Model structure and sensitivity. J Geophys Res 97:9759–9776CrossRefGoogle Scholar
  63. Li C, Zhuang Y, Frolking S, Galloway J, Harriss R, Moore B, Schimel D, Wang X (2003) Modeling soil organic carbon change in croplands of China. Ecol Appl 13:327–336CrossRefGoogle Scholar
  64. Li C, Mosier A, Wassmann R, Cai Z, Zheng X, Huang Y, Tsuruta H, Boonjawat J, Lantin R (2004) Modeling greenhouse gas emissions from rice-based production systems: sensitivity and upscaling. Glob Biogeochem Cycles 18(1):1–9CrossRefGoogle Scholar
  65. Li ZT, Li XG, Li M, Yang JY, Turner NC (2013) County-scale changes in soil organic carbon of croplands in southeastern Gansu Province of China from the 1980s to the mid-2000s. Soil Sci Soc Am J 77:2111–2121CrossRefGoogle Scholar
  66. Malamoud K, McBratney AB, Minasny B, Field DJ (2009) Modelling how carbon affects soil structure. Geoderma 149:19–26CrossRefGoogle Scholar
  67. McCarty GW, Reeves JB (2001) Development of rapid instrumental methods for measuring soil organic carbon. In: Lal R et al (eds) Assessment methods for soil carbon. Lewis Publ, Boca Raton, pp 371–380Google Scholar
  68. McCarty GW, Reeves JB, Reeves VB, Follet RF, Kimble JM (2002) Mid-infrared and near-infrared diffuse reflectance spectroscopy for soil carbon measurement. Soil Sci Soc Am J 66:640–646CrossRefGoogle Scholar
  69. Meyer R, Cullen BR, Johnson IR, Eckard RJ (2015) Process modelling to assess the sequestration and productivity benefits of soil carbon for pasture. Agric Ecosyst Environ 213:272–280CrossRefGoogle Scholar
  70. Muñoz-Rojas M, Jordán A, Zavala LM, González-Peñaloza FA, De la Rosa D, Pino-Mejias R, Anaya-Romero M (2013) Modelling soil organic carbon stocks in global change scenarios: a CarboSOIL application. Biogeosciences 10:8253–8268CrossRefGoogle Scholar
  71. Nelson DW, Sommers L (1996) Total carbon, organic carbon and organic matter. In: Methods of soil analysis part 3. Chemical methods; Soil Sci Soc Am. and Am Soc Agron: Madison, WI, USA, pp 963–1010Google Scholar
  72. Nieder R, Benbi DK (2008) Carbon and nitrogen in the terrestrial environment. Springer, Heidelberg, GermanyCrossRefGoogle Scholar
  73. Niklaus PA, Falloon P (2006) Estimating soil carbon sequestration under elevated CO2 by combining carbon isotope labeling with soil carbon cycle modelling. Glob Chang Biol 12:1909–1921CrossRefGoogle Scholar
  74. NOAA (2017) NOAA-ESRL Global Monitoring Mauna Loa CO2: April 2017. https://www.co2.earth/monthly-co2
  75. Nordgren A, Bååth E, Söderström B (1988) Evaluation of soil respiration characteristics to assess heavy metal effect on soil microorganisms using glutamic acid as a substrate. Soil Biol Biochem 20:949–954CrossRefGoogle Scholar
  76. O’Leary G, Liu DL, Nuttall J, Anwar MR, Robertson F (2015) Modelling soil carbon in agricultural systems: a way to widen the experimental space. Earth Environ Sci 25:12–17Google Scholar
  77. Parton WJ (1996) The Century model. In: Powlson DS, Smith P, Smith JU (eds) Evaluation of soil organic matter models using existing long-term datasets, NATO ASI series I. Springer, Heidelberg, pp 283–293CrossRefGoogle Scholar
  78. Parton WJ, Stewart JBW, Cole CV (1987) Dynamics of C, N, P and S in grassland soils: a model. Biogeochemistry 5:109–131CrossRefGoogle Scholar
  79. Pathak H, Li C, Wassmann R (2005) Greenhouse gas emissions from Indian rice fields: calibration and upscaling using the DNDC model. Biogeosciences 2:113–123CrossRefGoogle Scholar
  80. Paul EA, Follet RF, Leavitt SW, Halvorson A, Peterson GA, Lyon DJ (1997) Radiocarbon dating for determination of soil organic matter pool sizes and dynamics. Soil Sci Soc Am J 61:1058–1067CrossRefGoogle Scholar
  81. Paul EA, Morris SJ, Bohm S (2001) The determination of soil C pool sizes and turnover rates: biophysical fractionation and tracers. In: Lal R, Kimble JM, Follett RF, Stewart BA (eds) Assessment methods for soil carbon. Lewis Publ, Boca Raton, pp 193–206Google Scholar
  82. Petersen BM, Olesen JE, Heidmann T (2002) A flexible tool for simulation of soil carbon turnover. Ecol Model 151:1–14CrossRefGoogle Scholar
  83. Poeplau C, Don A, Six J, Kaiser M, Benbi D et al (2018) Isolating organic carbon fractions with varying turnover rates in temperate agricultural soils – a comprehensive method comparison. Soil Boil Biochem 125:10–16CrossRefGoogle Scholar
  84. Powlson D (2005) Will soil amplify climate change? Nature 433:204–205CrossRefGoogle Scholar
  85. Powlson DS, Brookes PC, Christensen BT (1987) Measurement of soil microbial biomass provides an early indication of changes in total soil organic matter due to straw incorporation. Soil Biol Biochem 19:159–164CrossRefGoogle Scholar
  86. Preston CM, Schnitzer M (1984) Effects of chemical modifications and extractants on the carbon-13 NMR spectra of humic materials. Soil Sci Soc Am J 48:305–311CrossRefGoogle Scholar
  87. Qiu J, Wang L, Tang H, Li H, Li C (2005) Studies on the situation of soil organic carbon storage in croplands in Northeast of China. Agric Sci China 4(1):101–105Google Scholar
  88. Reeves JB, Follett RF, McCarty GW, Kimble JM (2006) Can near or mid-infrared diffuse reflectance spectroscopy be used to determine soil carbon pools? Commun Soil Sci Plant Anal 37:2307–2325CrossRefGoogle Scholar
  89. Reichstein M, Kätterer K, Andrèn O, Ciais P, Schulze ED, Cramer W, Papale D, Valentini R (2005) Temperature sensitivity of decomposition in relation to soil organic matter pools: critique and outlook. Biogeosciences 2:317–321CrossRefGoogle Scholar
  90. Rovira P, Vallejo VR (2007) Labile, recalcitrant, and inert organic matter in Mediterranean forest soils. Soil Biol Biochem 39:202–215CrossRefGoogle Scholar
  91. Ruben R, van Ruijven A (2001) Technical coefficients for bio-economic farm household models: a meta-modelling approach with applications for Southern Mali. Ecol Econ 36:427–441CrossRefGoogle Scholar
  92. Santisteban JI, Mediavilla R, López-Pamo E, Dabrio CJ, Zapata MBR, García MJG, Castaño S, Martínez-Alfaro PE (2004) Loss on ignition: a qualitative or quantitative method for organic matter and carbonate mineral content in sediments? J Paleolimnol 32:287–299CrossRefGoogle Scholar
  93. Schnitzer M, Khan SU (1972) Humic substances in the environment. Marcel Dekker, NewYorkGoogle Scholar
  94. Schnitzer M, Preston CM (1983) Effects of acid hydrolysis on the 13C NMR spectra of humic substances. Plant Soil 75:201–211CrossRefGoogle Scholar
  95. Segoli M, De Gryze S, Dou F, Lee J, Post WM, Denef K, Six J (2013) AggModel: a soil organic matter model with measurable pools for use in incubation studies. Ecol Model 263:1–9CrossRefGoogle Scholar
  96. Six J, Callewaert P, Lenders S, De Gryze S, Morris SJ, Gregorich EG, Paul EA, Paustian K (2002a) Measuring and understanding carbon storage in afforested soils by physical fractionation. Soil Sci Soc Am J 66:1981–1987CrossRefGoogle Scholar
  97. Six J, Conant RT, Paul EA, Paustian K (2002b) Stabilization mechanisms of soil organic matter: implications for C-saturation of soils. Plant Soil 241:155–176CrossRefGoogle Scholar
  98. Sleutel S, De Neve S, Beheydt D, Li C, Hofman G (2006) Regional simulation of long term organic carbon stock changes in cropland soils using the DNDC model: 1. Largescale model validation against a spatially explicit data set. Soil Use Manag 22(4):342–351CrossRefGoogle Scholar
  99. Smith P, Smith JU, Powlson DS, McGill WB, Arah JRM, Chertov OG, Coleman K, Franko U, Frolking S, Jenkinson DS, Jensen LS, Kelly RH, Klein-Gunnewiek H, Komarov AS, Li C, JAE M, Mueller T, Parton WJ, JHM T, Whitmore AP (1997) A comparison of the performance of nine soil organic matter models using datasets from seven long-term experiments. Geoderma 81:153–225CrossRefGoogle Scholar
  100. Smith WN, Grant B, Desjardins RL, Lemke R, Li C (2004) Estimates of the interannual variations of N2O emissions from agricultural soils in Canada. Nutr Cycl Agroecosyst 68:37–45CrossRefGoogle Scholar
  101. Sollins P, Swanston C, Kleber M, Filley T, Kramer C, Crow SE, Caldwell BA, Lajtha K, Bowden RD (2006) Organic C and N stabilization in a forest soil: evidence from sequential density fractionation. Soil Biol Biochem 38:3313–3324CrossRefGoogle Scholar
  102. Stemmer M, Gerzabek MH, Kandeler E (1999) Invertase and xylanase activity of bulk soil and particle-size fractions during maize straw decomposition. Soil Biol Biochem 31:9–18CrossRefGoogle Scholar
  103. Stevens A, Van Wesemael B, Vandenschrick G, Touré S, Tychon B (2006) Detection of carbon stock change in agricultural soils using spectroscopic techniques. Soil Sci Soc Am J 70(3):844–850CrossRefGoogle Scholar
  104. Stockmann U, Adamsa MA, Crawforda JW, Field JD, Henakaarchchia N et al (2013) The knowns, known unknowns and unknowns of sequestration of soil organic carbon. Agric Ecosyst Environ 164:80–99CrossRefGoogle Scholar
  105. Taghizadeh-Toosi A, Olesen JE, Kristensen K, Elsgaard L, Østergaard HS, Lægds-mand M, Greve MH, Christensen BT (2014) Changes in carbon stocks of Danish agricultural mineral soils during 1986–2009. Eur J Soil Sci 65:730–740CrossRefGoogle Scholar
  106. Thornley JHM, Cannell MGR (1992) Nitrogen relations in a forest plantation - soil organic matter ecosystem model. Ann Bot 70:137–151CrossRefGoogle Scholar
  107. Tipping E, Chamberlain P, Fröberg M, Hanson P, Jardine P (2012) Simulation of carbon cycling, including dissolved organic carbon transport, in forest soil locally enriched with 14C. Biogeochemistry 108:91–107CrossRefGoogle Scholar
  108. Tivet F, Sá JCM, Borszowskei PR, Letourmy P, Briedis C, Ferreira AO, Santos JB, Inagaki TM (2012) Soil carbon inventory by wet oxidation and dry combustion methods: effects of land use, soil texture gradients and sampling depth on the linear model of C-equivalent correction factor. Soil Sci Soc Am J 76:1048–1059Google Scholar
  109. Totsche KU, Rennert T, Gerzabek MH, Kögel-Knabner I, Smalla K, Spiteller M, Vogel HJ (2010) Biogeochemical interfaces in soil: the interdisciplinary challenge for soil science. J Plant Nutr Soil Sci 173:88–99CrossRefGoogle Scholar
  110. van Ittersum MK, Ewert F, Heckelei T, Wery J, Olsson JA, Andersen E, Bezlepkina I, Brouwer F, Donatelli M, Flichman G, Olsson L, Rizzoli AE, van der Wal T, Wien JE, Wolf J (2008) Integrated assessment of agricultural systems—a component-based framework for the European Union (SEAMLESS). Agric Syst 96:150–165CrossRefGoogle Scholar
  111. Vance ED, Brookes PC, Jenkinson DS (1987) Microbial biomass measurements in forest soils: the use of the chloroform fumigation- incubation method in strongly acid soils. Soil Biol Biochem 19:697–702CrossRefGoogle Scholar
  112. Verbene ELJ, Hassink J, de Willigen P, Groot JJR, Van Veen JA (1990) Modelling soil organic matter dynamics in different soils. Neth J Agric Sci 38:221–238Google Scholar
  113. Virto I, Moni C, Swanston C, Chenu C (2010) Turnover of intra- and extra-aggregate organic matter at the silt-size scale. Geoderma 156:1–10CrossRefGoogle Scholar
  114. von Lützow M, Kögel-Knabner I (2009) Temperature sensitivity of soil organic matter decomposition-what do we know. Biol Fertil Soils 46:1–15CrossRefGoogle Scholar
  115. von Lützow M, Kögel-Knabner I, Ekschmitt K, Flessa H, Guggenberger G, Matzner E, Marschner B (2007) SOM fractionation methods: relevance to functional pools and to stabilization mechanisms. Soil Biol Biochem 39:2183–2207CrossRefGoogle Scholar
  116. Walkley A, Black IA (1934) An examination of the degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Soil Sci 37: 29–38CrossRefGoogle Scholar
  117. Wang GC, Luo Z, Han P, Chen H, Xu J (2016) Critical carbon input to maintain current soil organic arbon stocks in global wheat systems. Sci Rep 6:19327.  https://doi.org/10.1038/srep19327 CrossRefGoogle Scholar
  118. Wang G, Zhang W, Sun W, Li T, Han P (2017) Modeling soil organic carbon dynamics and their driving factors in the main global cereal cropping systems. Atmos Chem Phys 17:11849–11859CrossRefGoogle Scholar
  119. Wielopolski L, Orion I, Hendrey G, Rogers H (2000) Soil carbon measurements using inelastic neutron scattering. IEEE Trans Nucl Sci 47:914–917CrossRefGoogle Scholar
  120. Wielopolski L, Mitra S, Hendrey G, Rogers H, Torbert A, Prior S (2003) Non-destructive in situ soil carbon analysis: principles and results. Proc 2nd Nat Conf carbon sequestration: developing and validating the technology base to reduce carbon intensity. 5–8 May, 2003Google Scholar
  121. Williams JR, Jones CA, Dyke PT (1984) The EPIC model and its application. Proceedings of the international symposium on minimum data sets for agrotechnology transfer, pp 111–121Google Scholar
  122. Xu SX, Shi XZ, Zhao YC, Yu DS, Wang SH, Zhang LM, Li CS, Tan MZ (2011) Modeling carbon dynamics in Paddy soils in Jiangsu Province of China with soil databases differing in spatial resolution. Pedosphere 21:696–705CrossRefGoogle Scholar
  123. Yu HY, Ding WX, Luo JF, Donnison A, Zhang JB (2012) Long term effect of compost and inorganic fertilizer on activities of carbon-cycle enzymes in aggregates of an intensively cultivated sandy loam. Soil Use Manag 28:347–360CrossRefGoogle Scholar
  124. Zhang LM, Yu DS, Shi XZ, Xu SX, Wang SH, Xing SH, Zhao YC (2012) Simulation soil organic carbon change in China’s Tai-Lake paddy soils. Soil Tillage Res 121:1–9CrossRefGoogle Scholar

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© Springer Nature Singapore Pte Ltd. 2020

Authors and Affiliations

  • D. K. Benbi
    • 1
  • Shahida Nisar
    • 1
  1. 1.Punjab Agricultural UniversityLudhianaIndia

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