Skip to main content

Advertisement

Log in

CQESTR Simulated Changes in Soil Organic Carbon under Residue Management Practices in Continuous Corn Systems

  • Published:
BioEnergy Research Aims and scope Submit manuscript

Abstract

Soil organic carbon (SOC) is an important soil property and is strongly influenced by management. Changes in SOC stocks are difficult to measure through direct sampling, requiring both long time periods and intensive sampling to detect small changes in the large, highly variable pool. Models have the potential to predict management-induced changes in SOC stocks, but require long-term data sets for validation. CQESTR is a processed-based C model that uses site weather, management, and crop data to estimate changes in SOC stocks. Crop residue removal for livestock feed or future biofuel feedstock use is a management practice that potentially affects SOC stocks. Simulated changes in SOC using CQESTR were compared to measured SOC changes over 10 years for two contrasting residue removal studies in eastern Nebraska. The rainfed study compared SOC changes in no-tillage continuous corn grown under two N fertilizer rates (120 or 180 kg N ha−1) and two residue removal rates (0 or 50 %). The irrigated study compared SOC changes in continuous corn grown under no-tillage or disk tillage and three residue removal rates (0, 35, or 70 %). After 10 years under these management scenarios, CQESTR-estimated SOC stocks agreed well with the measured SOC stocks at both sites (r 2 = 0.93 at the rainfed site and r 2 = 0.82 at the irrigated site). These results are consistent with other CQESTR validation studies and demonstrate that this process-based model can be a suitable tool for supporting current management and long-term planning decisions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Abbreviations

SOC:

Soil organic carbon

MSD:

Mean squared deviation

References

  1. Cassman KG (1999) Ecological intensification of cereal production systems: yield potential, soil quality, and precision agriculture. Proc Natl Acad Sci USA 96:5952–5959

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  2. Fedoroff NV, Battisti DS, Beachy RN, Cooper PJM, Fischhoff DA, Hodges CN, Knauf VC, Lobell D, Mazur BJ, Molden D, Reynolds MP, Ronald PC, Rosegrant MW, Sanchez PA, Vonshak A, Zhu J-K (2010) Radically rethinking agriculture for the 21st century. Science 327:833–834

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  3. Garnett T, MC. Appleby, A. Balmford, IJ. Bateman, TG. Benton, P. Bloomer, B. Burlington, M. Dawkins, L. Dolan, D. Frazer, M. Herrero, I. Hoffmann, P. Smith, P.K. Thornton, C. Toulmin, S.J. Vermeulen, and H.C.J. Godfray (2013) Sustainable intensification in agriculture: Premises and policies. Science 341:33–34

  4. Janzen HH (2005) Soil carbon: a measure of ecosystem response in a changing world? Can J Soil Sci 85:467–480

    Article  CAS  Google Scholar 

  5. Schmidt MWI, Torn MS, Abiven S, Dittmar T, Guggenberger G, Janssens IA et al (2011) Persistence of soil organic matter as an ecosystem property. Nature 478:49–56

    Article  CAS  PubMed  Google Scholar 

  6. Six J, Elliot 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

    Article  CAS  Google Scholar 

  7. West TO, Post WM (2002) Soil organic carbon sequestration rates by tillage and crop rotation. Soil Sci Soc Am J 66:1930–1946

    Article  CAS  Google Scholar 

  8. Kravchenko AN, Robertson GP (2011) Whole-profile soil carbon stocks: The danger of assuming too much from analyses of too little. Soil Sci Soc Am J 75:235–240

    Article  CAS  Google Scholar 

  9. Liang Y, Gollany HT, Rickman RW, Albrecht SL, Follett RF, Wilhelm WW, Novak JM, Douglas CL Jr (2009) Simulating soil organic matter with CQESTR (v. 2.0): model description and validation against long-term experiments across North America. Ecol Model 220:568–581

    Article  Google Scholar 

  10. Rickman RW, Douglas CL Jr, Albrecht SL, Bundy LG, Berc JL (2001) CQESTR: a model to estimate carbon sequestration in agricultural soils. J Soil Water Conserv 56:237–242

    Google Scholar 

  11. Gollany HT, Rickman RW, Liang Y, Albrecht SL, Machado S, Kang S (2011) Predicting agricultural management influence on long-term soil organic carbon dynamics: Implications for biofuel production. Agron J 103:234–246

    Article  CAS  Google Scholar 

  12. Rasmussen PE, Goulding KWT, Brown JR, Grace PR, Janzen HH, Körschens M (1998) Long-term agroecosystem experiments: assessing agricultural sustainability and global change. Science 282:893–896

    Article  CAS  PubMed  Google Scholar 

  13. Gollany HT, Novak JM, Liang Y, Albrecht SL, Rickman RW, Follett RF, Wilhelm WW, Hunt PG (2010) Simulating soil organic carbon dynamics with residue removal using the CQESTR model. Soil Sci Soc Am J 74:372–383

    Article  CAS  Google Scholar 

  14. Follett RF, Vogel KP, Varvel GE, Mitchell RB, Kimble J (2012) Soil carbon sequestration by switchgrass and no-till maize grown for bioenergy. Bio Energy Res 5:866–875

    CAS  Google Scholar 

  15. Rumpel C, Kögel-Knabner I (2011) Deep soil organic matter: a key but poorly understood component of terrestrial C cycle. Plant Soil 338:143–158

    Article  CAS  Google Scholar 

  16. Kochsiek AE, Knops JMH, Walters DT, Arkebauer TJ (2009) Impacts of management on decomposition and the litter-carbon balance in irrigated and rainfed no-till agricultural systems. Agric For Meteorol 149:1983–1993

    Article  Google Scholar 

  17. Verma SB, Dobermann A, Cassmann KG, Walters DT, Knops JM, Arkebauer TJ, Suyker AE, Burba GG, Amos B, Yang H, Ginting D, Hubbard KG, Gitelson AA, Walter-Shea EA (2005) Annual carbon dioxide exchange in irrigated and rainfed maize-based agroecosystems. Agric For Meteorol 131:77–96

    Article  Google Scholar 

  18. Perlack RD, LL. Wright, AF. Turhollow, RL. Graham, BJ. Stokes, and.C Erbach (2005) Biomass as feedstock for a bioenergy and bioproducts industry: the technical feasibility of a billion-ton annual supply. DOE/GO-102005-2135 and ORNL/TM-205/66. Natl. Tech. Inf. Serv., Springfield, VA

  19. Klopfenstein TJ, Erickson GE, Berger LL (2013) Maize is a critically important source of food, feed, energy, and forage in the USA. Field Crop Res 153:5–11

    Article  Google Scholar 

  20. Wilhelm WW, Johnson JMF, Karlen DL, Lightle DT (2007) Corn stover to sustain soil organic carbon further constrains biomass supply. Agron J 99:1665–1667

    Article  CAS  Google Scholar 

  21. Johnson JMF, Acosta-Martinez V, Cambardella CA, Barbour NW (2013) Crop and soil responses to using corn stover as a bioenergy feedstock: observations from the Northern US Corn Belt. Agriculture 3:72–89

    Article  Google Scholar 

  22. Karlen DL, Varvel GE, Johnson JMF, Baker JM, Osborne SL, Novak JM, Adler PR, Roth GW, Birrell SJ (2011) Monitoring soil quality to assess the sustainability of harvested corn stover. Agron J 103:288–295

    Article  CAS  Google Scholar 

  23. Blanco-Canqui H (2013) Crop residue removal for bioenergy reduces soil carbon pools: how can we offset carbon losses? Bio Energ Res 6:358–371

    CAS  Google Scholar 

  24. Muth DJ Jr, McCorkle DS, Koch JB, Bryden KM (2012) Modeling sustainable agricultural residue removal at the subfield scale. Agron J 104:970–981

    Article  Google Scholar 

  25. Gregg JS, Izaurralde RC (2010) Effect of crop residue harvest on long-term crop yield, soil erosion and nutrient balance: trade-offs for a sustainable bioenergy feedstock. Biofuels 1:69–83

    Article  CAS  Google Scholar 

  26. Janzen HH, Campbell CA, Izaurralde RC, Ellert BH, Juma NG, McGill WB, Zentner RP (1998) Management effects on soil C storage on the Canadian prairies. Soil Tillage Res 47:181–195

    Article  Google Scholar 

  27. Wilhelm WW, Johnson JMF, Hatfield JL, Voorhees WB, Linden DR (2004) Crop and soil productivity response to corn residue removal: a literature review. Agron J 96:1–17

    Article  Google Scholar 

  28. Schmer MR, Varvel GE, Follett RF, Jin VL, Wienhold BJ (2014) Tillage and residue management effects on soil carbon and nitrogen under irrigated continuous corn. Soil Sci Soc Am J 78:1987–1996

    Article  CAS  Google Scholar 

  29. Varvel GE, Vogel KP, Mitchell RB, Follett RF, Kimble JM (2008) Comparison of corn and switchgrass on marginal soils for bioenergy. Biomass Bioenergy 32:18–21

    Article  CAS  Google Scholar 

  30. Grossman R.B. and T.G. Reinsch (2002) Bulk density and linear extensibility. p. 201–228. In: Methods of soil analysis. Part 4: physical methods. SSSA, Madison, WI

  31. Nelson DW, and L.E. Sommers (1996) Total carbon, organic carbon, and organic matter. p. 961–1010. In: Methods of soil analysis. Part 3: chemical methods. SSSA, Madison, WI

  32. Renard KG, Foster GR, Weesies GA, McCool DK, Yoder DC (1996) Predicting soil erosion by water: a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE). Agric. Handbk. 703. USDA, Washington, DC

    Google Scholar 

  33. Alvaro-Fuentes J, Lopez MV, Arrue JL, Moret D, Paustian K (2009) Tillage and cropping effects on soil organic carbon in Mediterranean semiarid agroecosystems: testing the century model. Agric Ecosyst Environ 134:211–217

    Article  CAS  Google Scholar 

  34. Dalzell BJ, Johnson JMF, Tallaksen J, Allan DL, Barbour NW (2013) Simulated impacts of crop residue removal and tillage on soil organic matter maintenance. Soil Sci Soc Am J 77:1349–1356

    Article  CAS  Google Scholar 

  35. Gauch HG Jr, Gene Hwang JT, Fick GW (2003) Model evaluation by comparison of model-based predictions and measured values. Agron J 95:1442–1446

    Article  Google Scholar 

  36. Gbur E, Stroup W, McCarter K, Durham S, Young L, Christman M, West M, Kramer M (2012) Analysis of generalized linear mixed models in the agricultural and natural resources sciences. ASA-CSSA-SSSA, Madison, WI, p 283

    Google Scholar 

  37. Liang Y, Gollany HT, Rickman RW, Albrecht SL, Follett RF, Wilhelm WW, Novak JM, Douglas CL Jr (2008) CQESTR simulation of management practice effects on long-term soil organic carbon. Soil Sci Soc Am J 72:1486–1492

    Article  CAS  Google Scholar 

  38. Follett RF, Jantalia CP, Halvorson AD (2013) Soil carbon dynamics for irrigated corn under two tillage systems. Soil Sci Soc Am J 77:951–963

    Article  CAS  Google Scholar 

Download references

Ethics Statement

This research was conducted using appropriated USDA-ARS funds. Authors have no conflict of interest to report. There were no human or animal subjects used in this research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Brian J. Wienhold.

Additional information

The U.S. Department of Agriculture (USDA) prohibits discrimination in all its programs and activities on the basis of race, color, national origin, age, disability, and where applicable, sex, marital status, familial status, parental status, religion, sexual orientation, genetic information, political beliefs, reprisal, or because all or part of an individual's income is derived from any public assistance program. (Not all prohibited bases apply to all programs.) Persons with disabilities who require alternative means for communication of program information (Braille, large print, audiotape, etc.) should contact USDA's TARGET Center at (202) 720-2600 (voice and TDD). To file a complaint of discrimination, write to USDA, Director, Office of Civil Rights, 1400 Independence Avenue, S.W., Washington, D.C. 20250-9410, or call (800) 795-3272 (voice) or (202) 720-6382 (TDD). USDA is an equal opportunity provider and employer.

Mention of trade names or commercial products in this publication does not imply recommendation or endorsement by the U.S. Department of Agriculture.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wienhold, B.J., Schmer, M.R., Jin, V.L. et al. CQESTR Simulated Changes in Soil Organic Carbon under Residue Management Practices in Continuous Corn Systems. Bioenerg. Res. 9, 23–30 (2016). https://doi.org/10.1007/s12155-015-9654-6

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12155-015-9654-6

Keywords

Navigation