Abstract
Background and aims
Forage cropping systems may differentially affect the vertical distribution of roots and soil organic C stock (C-OM). In annual crops sequences (ACS) and perennial pastures (PP), we assessed the association between root biomass, C-OM, C in mineral-associated organic matter (C-MAOM), and C in particulate organic matter (C-POM) and its vertical distribution.
Methods
Root biomass, C-OM, C-MAOM and C-POM were measured in a Petrocalcic Argiudol at five soil depths up to 100 cm during two years in the south-eastern Pampas of Argentina. The field experiment comprised 28 plots including five perennial pastures and two annual crop sequences. Associations between variables were assessed by regression analysis and non-linear models.
Results
Overall, ACS and PP had similar cumulative root biomass. Both, root biomass and soil C stocks exponentially decreased with soil depth. Soil C stocks associated to root biomass tended to stabilize over a threshold value of root biomass for C-MAOM and C-OM. C-POM tended to stabilize over a threshold value only in treatments that included tall fescue.
Conclusions
Our results highlights the key role of roots to improve soil C stocks through the design of forage crop rotations that include crops able to increase root inputs to the soil, such as tall fescue.
This is a preview of subscription content, access via your institution.






Abbreviations
- A:
-
Alfalfa
- ACS:
-
Annual crop sequence
- AF:
-
Mixed stands of alfalfa/tall fescue without N
- AF+:
-
Mixed stands of alfalfa/tall fescue with N
- C:
-
Carbon
- C-MAOM:
-
Carbon in the mineral-associated organic matter
- C-OM:
-
Carbon in the total organic matter
- C-POM:
-
Carbon in the particulate organic matter
- F:
-
Tall fescue without N
- F+:
-
Tall fescue with N
- MAOM:
-
Mineral-associated organic matter
- MO:
-
Maize-oats
- MSO:
-
Intercrop maize/soybean-oats
- OM:
-
Organic matter
- POM:
-
Particulate organic matter
- PP:
-
Perennial pasture
- Y1:
-
Year 1
- Y2:
-
Year 2
References
Agnusdei MG, Assuero SG, Lattanzi FA, Marino MA (2010) Critical N concentration can vary with growth conditions in forage grasses: implications for plant N status assessment and N deficiency diagnosis. Nutr Cycl Agroecosyst 88:215–230. https://doi.org/10.1007/s10705-010-9348-6
Alvarez CR, Alvarez R, Grigera MS, Lavado RS (1998) Associations between organic matter fractions and the active soil microbial biomass. Soil Biol Biochem 30:767–773. https://doi.org/10.1016/S0038-0717(97)00168-5
Alvarez R, Steinbach HS, De Paepe JL (2017) Cover crop effects on soils and subsequent crops in the pampas: a meta-analysis. Soil Tillage Res 170:53–65. https://doi.org/10.1016/j.still.2017.03.005
Arelovich HM, Bravo RD, Martínez MF (2011) Development, characteristics, and trends for beef cattle production in Argentina. Anim Front 1:37–45. https://doi.org/10.2527/af.2011-0021
Berhongaray G, Alvarez R, De Paepe J, Caride C, Cantet R (2013) Land use effects on soil carbon in the argentine pampas. Geoderma 192:97–110. https://doi.org/10.1016/j.geoderma.2012.07.016
Blake GR, Hartge KH (1986) Bulk density. In: Klute A (ed) Methods of soil analysis, part 1, 2nd edition. Agronomy monograph 9, American Society of Agronomy-Soil Science Society of America, Madison. pp. 363–375
Bolinder MA, Angers DA, Dubuc JP (1997) Estimating shoot to root ratios and annual carbon inputs in soils for cereal crops. Agric Ecosyst Environ 63:61–66. https://doi.org/10.1016/S0167-8809(96)01121-8
Bolinder MA, Angers DA, Bélanger G, Michaud R, Laverdière MR (2002) Root biomass and shoot to root ratios of perennial forage crops in eastern Canada. Can J Plant Sci 82:731–737. https://doi.org/10.4141/P01-139
Bolinder MA, Janzen HH, Gregorich EG, Angers DA, VandenBygaart AJ (2007) An approach for estimating net primary productivity and annual carbon inputs to soil for common agricultural crops in Canada. Agric Ecosyst Environ 118:29–42. https://doi.org/10.1016/j.agee.2006.05.013
Bolinder MA, Kätterer T, Andrén O, Parent LE (2012) Estimating carbon inputs to soil in forage-based crop rotations and modeling the effects on soil carbon dynamics in a Swedish long-term field experiment. Can J Soil Sci 92:821–833. https://doi.org/10.1139/CJSS2012-036
Bray JR (1963) Root production and the estimation of net productivity. Can J Bot 41:65–72. https://doi.org/10.1139/b63-007
Cambardella CA, Elliott ET (1992) Particulate soil organic matter. Changes across a grassland cultivation sequence. Soil Sci Soc Am J 56:777–783. https://doi.org/10.2136/sssaj1992.03615995005600030017x
Cambardella CA, Elliott ET (1993) Carbon and nitrogen distribution in aggregates from cultivated and native grassland soils. Soil Sci Soc Am J 57:1071–1076. https://doi.org/10.2136/sssaj1993.03615995005700040032x
Carter MR, Gregorich EG (2010) Carbon and nitrogen storage by deep-rooted tall fescue (Lolium arundinaceum) in the surface and subsurface soil of a fine sandy loam in eastern Canada. Agric Ecosyst Environ 136:125–132. https://doi.org/10.1016/j.agee.2009.12.005
Chirinda N, Roncossek SD, Heckrath G, Elsgaard L, Thomsen IK, Olesen JE (2014) Root and soil carbon distribution at shoulderslope and footslope positions of temperate toposequences cropped to winter wheat. Catena 123:99–105. https://doi.org/10.1016/j.catena.2014.07.012
Coll L, Cerrudo A, Rizzalli R, Monzon JP, Andrade FH (2012) Capture and use of water and radiation in summer intercrops in the south-east pampas of Argentina. Field Crop Res 134:105–113. https://doi.org/10.1016/j.fcr.2012.05.005
Cougnon M, De Swaef T, Lootens P, Baert J, De Frenne P, Shahidi R, Roldán-Ruiz I, Reheul D (2017) In situ quantification of forage grass root biomass, distribution and diameter classes under two N fertilisation rates. Plant Soil 411:409–422. https://doi.org/10.1007/s11104-016-3034-7
Dodd MB, Crush JR, Mackay AD, Barker DJ (2011) The “root” to more soil carbon under pastures. Proc New Zeal Grassl Assoc 73:43–50
Domínguez GF, Diovisalvi NV, Studdert GA, Monterubbianesi MG (2009) Soil organic C and N fractions under continuous cropping with contrasting tillage systems on mollisols of the southeastern pampas. Soil Tillage Res 102:93–100. https://doi.org/10.1016/j.still.2008.07.020
dos Santos NZ, Dieckow J, Bayer C, Molin R, Favaretto N, Pauletti V, Piva JT (2011) Forages, cover crops and related shoot and root additions in no-till rotations to C sequestration in a subtropical Ferralsol. Soil Tillage Res 111:208–218. https://doi.org/10.1016/j.still.2010.10.006
Entz MH, Baron VS, Carr PM, Meyer DW, Smith SR, McCaughey WP (2002) Potential of forages to diversify cropping systems in the northern Great Plains. Agron J 94:240–250. https://doi.org/10.2134/agronj2002.2400
Fabrizzi KP, Moron A, Garcia FO (2003) Soil carbon and nitrogen organic fractions in degraded vs. non-degraded Mollisols in Argentina. Soil Sci Soc Am J 67:1831–1841. https://doi.org/10.2136/sssaj2003.1831
Fan J, McConkey B, Wang H, Janzen H (2016) Root distribution by depth for temperate agricultural crops. Field crop res 189:68-74. doi.org/10.1016/j.fcr.2016.02.013
Fox J (2017) Using the R commander: a point-and-click Interface for R. Chapman & Hall. CRC Press, Boca Raton
Franzluebbers AJ (2002) Soil organic matter stratification ratio as an indicator of soil quality. Soil Tillage Res 66:95–106. https://doi.org/10.1016/S0167-1987(02)00018-1
Gajri PR, Arora VK, Kumar K (1994) A procedure for determining average root length density in row crops by single-site augering. Plant Soil 160:41–47. https://doi.org/10.1007/BF00150344
Gentile RM, Martino DL, Entz MH (2005) Influence of perennial forages on subsoil organic carbon in a long-term rotation study in Uruguay. Agric Ecosyst Environ 105:419–423. https://doi.org/10.1016/j.agee.2004.05.002
Gill R, Burke IC, Milchunas DG, Lauenroth WK (1999) Relationship between root biomass and soil organic matter pools in the shortgrass steppe of eastern Colorado. Ecosystems 2:226–236. https://doi.org/10.1007/s100219900070
Grignani C, Zavattaro L, Sacco D, Monaco S (2007) Production, nitrogen and carbon balance of maize-based forage systems. Eur J Agron 26:442–453. https://doi.org/10.1016/j.eja.2007.01.005
Hansson AC, Andrén O (1986) Below-ground plant production in a perennial grass ley (Festuca pratensis Huds.) assessed with different methods. J Appl Ecol 23:657–666. https://doi.org/10.2307/2404043
Hipondoka MHT, Aranibar JN, Chirara C, Lihavha M, Macko SA (2003) Vertical distribution of grass and tree roots in arid ecosystems of southern Africa: niche differentiation or competition? J Arid Environ 54:319–325. https://doi.org/10.1006/jare.2002.1093
Janzen HH, Campbell CA, Izaurralde RC, Ellert BH, Juma N, Mcgill WB, Zenmger RP (1998) Management effects on soil C storage on the Canadian prairies. Soil Tillage Res 47:181–195. https://doi.org/10.1016/S0167-1987(98)00105-6
Karlen DL, Mausbach MJ, Doran JW, Cline RG, Harris RF, Schuman GE (1997) Soil quality: a concept, definition, and framework for evaluation (a guest editorial). Soil Sci Soc Am J 61:4–10. https://doi.org/10.2136/sssaj1997.03615995006100010001x
Kätterer T, Bolinder MA, Andrén O, Kirchmann H, Menichetti L (2011) Roots contribute more to refractory soil organic matter than above-ground crop residues, as revealed by a long-term field experiment. Agr Ecosyst Environ 141:184–192. https://doi.org/10.1016/j.agee.2011.02.029
Kirk JL, Beaudette LA, Hart M, Moutoglis P, Klironomos JN, Lee H, Trevors JT (2004) Methods of studying soil microbial diversity. J Microbiol Methods 58:169–188. https://doi.org/10.1016/j.mimet.2004.04.006
Kong AY, Six J (2010) Tracing root vs. residue carbon into soils from conventional and alternative cropping systems. Soil Sci Soc Am J 74:1201–1210. https://doi.org/10.2136/sssaj2009.0346
Lal R (2004) Soil carbon sequestration impacts on global climate change and food security. Science 304:1623–1627. https://doi.org/10.1126/science.1097396
Liu L, Gan Y, Bueckert R, Van Rees K (2011) Rooting systems of oilseed and pulse crops. II: vertical distribution patterns across the soil profile. Field Crop Res 122:248–255. https://doi.org/10.1016/j.fcr.2011.04.003
Mapfumo E, Naeth MA, Baron VS, Dick AC, Chanasyk DS (2002) Grazing impacts on litter and roots: perennial versus annual grasses. J Range Manag 55:16–22. https://doi.org/10.2307/4003258
Marriott EE, Wander M (2006) Qualitative and quantitative differences in particulate organic matter fractions in organic and conventional farming systems. Soil Biol Biochem 38:1527–1536. https://doi.org/10.1016/j.soilbio.2005.11.009
Mazzilli SR, Kemanian AR, Ernst OR, Jackson RB, Piñeiro G (2014) Priming of soil organic carbon decomposition induced by corn compared to soybean crops. Soil Biol Biochem 75:273–281. https://doi.org/10.1016/j.soilbio.2014.04.005
Mazzilli SR, Kemanian AR, Ernst OR, Jackson RB, Piñeiro G (2015) Greater humification of belowground than aboveground biomass carbon into particulate soil organic matter in no-till corn and soybean crops. Soil Biol Biochem 85:22–30. https://doi.org/10.1016/j.soilbio.2015.02.014
McKenzie BA, Gyamtsho P, Lucas RJ (1990) Productivity and water use of lucerne and two lucerne-grass mixtures in Canterbury. Proc N Z Grassl Assoc 52:35–39
Miglierena AM, Iglesias JO, Landricini MR, Galantini JA, Rosell RA (2000) The effects of crop rotation and fertilization on wheat productivity in the Pampean semiarid region of Argentina. 1. Soil physical and chemical properties. Soil Tillage Res 53:129–135. https://doi.org/10.1016/S0167-1987(99)00096-3
Novelli LE, Caviglia OP, Melchiori RJM (2011) Impact of soybean cropping frequency on soil carbon storage in Mollisols and Vertisols. Geoderma 167:254–260. https://doi.org/10.1016/j.geoderma.2011.09.015
Novelli LE, Caviglia OP, Piñeiro G (2017) Increased cropping intensity improves crop residue inputs to the soil and aggregate-associated soil organic carbon stocks. Soil Tillage Res 165:128–136. https://doi.org/10.1016/j.still.2016.08.008
Oelbermann M, Echarte L (2011) Evaluating soil carbon and nitrogen dynamics in recently established maize-soyabean inter-cropping systems. Eur J Soil Sci 62:35–41. https://doi.org/10.1111/j.1365-2389.2010.01317.x
Ojeda JJ, Caviglia OP, Agnusdei MG, Errecart PM (under review) Water- and solar radiation-productivity in perennial pastures and forage crops sequences in the south-eastern Pampas of Argentina. Field Crop Res FIELD_2017_1402
Ojeda JJ, Pembleton KG, Caviglia OP, Islam MR, Agnusdei MG, Garcia SC (2018) Modelling forage yield and water productivity of continuous crop sequences in the Argentinian pampas. Eur J Agron 92:84–96. https://doi.org/10.1016/j.eja.2017.10.004
Rasmussen PE, Allmaras RR, Rohde CR, Roager NC (1980) Crop residue influences on soil carbon and nitrogen in a wheat-fallow system. Soil Sci Soc Am J 44:596–600. https://doi.org/10.2136/sssaj1980.03615995004400030033x
Rasse DP, Rumpel C, Dignac MF (2005) Is soil carbon mostly root carbon? Mechanisms for a specific stabilization. Plant Soil 269:341–356. https://doi.org/10.1007/s11104-004-0907-y
Ritchie SW, Hanway JJ (1982) How a corn plant develops, vol 48. Iowa State University, Cooperative Extension Service, Ames
Roumet C, Urcelay C, Diaz S (2006) Suites of root traits differ between annual and perennial species growing in the field. New Phytol 170:357–368. https://doi.org/10.1111/j.1469-8137.2006.01667.x
Salvo L, Hernández J, Ernst O (2010) Distribution of soil organic carbon in different size fractions, under pasture and crop rotations with conventional tillage and no-till systems. Soil Till Res 109:116–122. https://doi.org/10.1016/j.still.2010.05.008
Schenk HJ, Jackson RB (2002) Rooting depths, lateral root spreads and below-ground/above-ground allometries of plants in water-limited ecosystems. J Ecol 90:480–494. https://doi.org/10.1046/j.1365-2745.2002.00682.x
Six J, Elliott ET, Paustian K, Doran JW (1998) Aggregation and soil organic matter accumulation in cultivated and native grassland soils. Soil Sci Soc Am J 62:1367–1377. https://doi.org/10.2136/sssaj1998.03615995006200050032x
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. https://doi.org/10.1023/A:1016125726789
Skinner RH, Comas LH (2010) Root distribution of temperate forage species subjected to water and nitrogen stress. Crop Sci 50:2178–2185. https://doi.org/10.2135/cropsci2009.08.0461
Skinner RH, Hanson JD, Benjamin JG (1998) Root distribution following spatial separation of water and nitrogen supply in furrow irrigated corn. Plant Soil 199:187–194. https://doi.org/10.1023/A:1004369227455
Soil Survey Staff (2010) Keys to soil taxonomy, eleventh (ed). USDA-Natural Resources Conservation Service, Washington, DC
Steinbeiss S, Beßler H, Engels C, Temperton VM, Buchmann N, Roscher C, Kreutziger Y, Baade J, Habekost M, Gleixner G (2008) Plant diversity positively affects short-term soil carbon storage in experimental grasslands. Glob Change Biol 14:2937–2949. https://doi.org/10.1111/j.1365-2486.2008.01697.x
Studdert GA, Echeverría HE (2000) Crop rotations and nitrogen fertilization to manage soil organic carbon dynamics. Soil Sci Soc Am J 64:1496–1503. https://doi.org/10.2136/sssaj2000.6441496x
Studdert GA, Echeverría HE, Casanovas EM (1997) Crop-pasture rotation for sustaining the quality and productivity of a Typic Argiudoll. Soil Sci Soc Am J 61:1466–1472. https://doi.org/10.2136/sssaj1997.03615995006100050026x
Teixeira EI, Moot DJ, Mickelbart MV (2007) Seasonal patterns of root C and N reserves of alfalfa crops (Medicago sativa L.) grown in a temperate climate were affected by defoliation regime. Eur J Agron 26:10–20. https://doi.org/10.1016/j.eja.2006.08.010
Wander MM, Yang X (2000) Influence of tillage on the dynamics of loose-and occluded-particulate and humified organic matter fractions. Soil Biol Biochem 32:1151–1160. https://doi.org/10.1016/S0038-0717(00)00031-6
Weaver JE (1926) Root development of field crops. McGraw-Hill Book Company, New York
Weaver JE, Hougen VH, Weldon MD (1935) Relation of root distribution to organic matter in prairie soil. Bot Gaz 96:389–420. https://doi.org/10.1086/334492
Wedderburn ME, Crush JR, Pengelly WJ, Walcroft JL (2010) Root growth patterns of perennial ryegrasses under well-watered and drought conditions. New Zeal J Agr Res 53:377–388. https://doi.org/10.1080/00288233.2010.514927
Zadoks JC, Chang TT, Konzak CF (1974) A decimal code for the growth stage of cereals. Weed Res 14:415–421. https://doi.org/10.1111/j.1365-3180.1974.tb01084.x
Acknowledgments
The authors specially thank A. De Sarro, M.M. Politi, P. Errecart, P.L. Cicore, E. Montero, J. Mendez, P. Alday and several postgraduate students (FCA-UNMdP) for his excellent technical assistance during the experimental period. This research was funded by INTA (Project AEFP-262921, PNPA-11260714, and PNSUE-1134042). The present work is a part of the thesis submitted by J.J. Ojeda to the Postgraduate program of FCA-UNMdP. J.J. Ojeda held a postdoctoral research fellowship and O.P. Caviglia is a member of CONICET, the National Research Council of Argentina.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible Editor: W Richard Whalley
Rights and permissions
About this article
Cite this article
Ojeda, J.J., Caviglia, O.P. & Agnusdei, M.G. Vertical distribution of root biomass and soil carbon stocks in forage cropping systems. Plant Soil 423, 175–191 (2018). https://doi.org/10.1007/s11104-017-3502-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11104-017-3502-8
Keywords
- Forage crop intensification
- Root inputs
- Organic matter
- Particulate organic matter
- South-eastern pampas of Argentina