Skip to main content

Advertisement

Log in

Simulating trends in crop yield and soil carbon in a long-term experiment—effects of rising CO2, N deposition and improved cultivation

  • Original Paper
  • Published:
Plant and Soil Aims and scope Submit manuscript

Abstract

Measurements of crop yield and soil carbon in the Bad Lauchstädt long-term fertiliser experiment were analysed with the FASSET model. The model satisfactorily predicted yield and soil carbon development in four treatments: no fertiliser, mineral fertiliser, farmyard manure and farmyard manure plus mineral fertiliser. However, there was a residual between the observed and simulated yield, which was correlated with year. This could be attributed to an increase in observed yields during the last six decades. Scenario analysis showed that the most probable explanation for this yield increase was the use of new crop varieties and/or pesticides, while the increase in atmospheric CO2 and changes in local N deposition were of lesser importance. The rise in CO2 thus only explained 9–37% of the yield increase. The observed and simulated developments in soil carbon were quite different in the four treatments. However, the changes within each treatment for different scenarios were much smaller than the substantial difference between treatments. Thus, it was concluded that the type of nutrient applied was more important than development in CO2 concentration or N deposition in determining soil carbon.

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.

Similar content being viewed by others

References

  • Amthor JS (1998) Perspective on the relative insignificance of increasing atmospheric CO2 concentration to crop yield. Field Crops Res 58:109–127

    Article  Google Scholar 

  • Asman WAH, Drukker B (1988) Modelled historical concentrations and depositions of ammonia and ammonium in Europe. Atm Env 22:725–735

    Article  CAS  Google Scholar 

  • Asman WAH, Drukker B, Janssen AJ (1987) Estimated historical concentrations and depositions of ammonia and ammonium in Europe and their origin (1870–1980). Report R−87–2. Institituut voor Meteorologie en oceanografie, Utrecht. The Netherlands

    Google Scholar 

  • Berntsen J, Hauggaard-Nielsen H, Olesen JE, Petersen BM, Jensen ES, Thomsen A (2004) Modelling dry matter production and resource use in intercrops of pea and barley. Field Crops Res 88:69–83

    Article  Google Scholar 

  • Berntsen J, Petersen BM, Jacobsen BH, Olesen JE, Hutchings NJ (2003) Evaluating nitrogen taxation scenarios using the dynamic whole farm simulation model FASSET. Agr Syst 76:817–839

    Article  Google Scholar 

  • Berntsen J, Petersen BM, Olesen JE, Eriksen J, Søegaard K (2005) Simulation of residual effects and nitrate leaching after incorporation of different ley types. Eur J Agron 23:290–304

    Article  CAS  Google Scholar 

  • Chloupek O, Hrstkova P, Schweigert P (2004) Yield and its stability, crop diversity, adaptability and response to climate change, weather and fertilisation over 75 years in the Czech Republic in comparison to some European countries. Field Crops Res 85:167–190

    Article  Google Scholar 

  • Christensen B, Trentemøller U (1995) The Askov Long-Term Experiments on Animal Manure and Mineral Fertilizers. 100th Anniversary Workshop. SP report no 29. Danish Institute of Plant and Soil Science

  • Duchenne T, Machet JM, Martin M (1997) Potatoes. In: G Lemaire (ed) Diagnosis of the nitrogen status in crops. Springer, Berlin Heidelberg, Germany, pp. 119–130

    Google Scholar 

  • Falloon P, Smith P, Szabó J, Pásztor L (2002) Comparison of approaches for estimating carbon sequestration at the regional scale. Soil Use Manage 18:164–174

    Article  Google Scholar 

  • Jamieson PD, Berntsen J, Ewert F, Kimball BA, Olesen JE, Pinter PJ, Porter JR, Semenov MA (2000) Modelling CO2 effects on wheat with varying nitrogen supplies. Agr Eco Env 82:27–37

    Article  CAS  Google Scholar 

  • Jenkinson DS, Adams DE, Wild A (1991) Models estimates of CO2 emissions from soil in response to global warming. Nature 351:304–306

    Article  CAS  Google Scholar 

  • Jenkinson DS, Rayner JH (1977) The turnover of soil organic matter in some of the Rothamsted classical experiments. Soil Sci 123:298–305

    Article  CAS  Google Scholar 

  • Jensen LS, Mueller T, Nielsen NE, Hansen S, Crocker GJ, Grace PR, Klír J, Körschens M, Poulton PR (1997) Simulating trends in soil organic carbon in long-term experiments using the soil-plant-atmosphere model DAISY. Geoderma 81:29–44

    Article  Google Scholar 

  • Keeling CD, Whorf TP (2004) Atmospheric CO2 records from sites in the SIO air sampling network. In Trends: A Compendium of Data on Global Change. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S.A

  • Körschens M, Stegemann K, Pfefferkorn A, Weise V, Müller A (1994) Der Statische Düngerungsversuch Bad Lauchstädt nach 90 Jahren. Teubner, Stuttgart, Germany

    Google Scholar 

  • Li C, Frolking S, Crocker GJ, Grace PR, Klír J, Körchens M, Poulton PR (1997) Simulating trends in soil organic carbon in long-term experiments using the DNDC model. Geoderma 81:45–60

    Article  Google Scholar 

  • Loague K, Green E (1991) Statistical and graphical methods for evaluating solute transport models: Overview and application. J Contam Hydrol 7:51–73

    Article  CAS  Google Scholar 

  • Møller J, Thøgersen R, Kjeldsen AM, Weisbjerg MR, Søegaard K, Hvelplund T, Børsting CF (2000) Feedstuff table. Composition and feeding value of feedstuffs for cattle. (in Danish). Report no. 91. Danish Agricultural Advisory Service. Denmark

    Google Scholar 

  • Olesen JE, Bindi M (2002) Consequences of climate change for European agricultural productivity, land use and policy. Eur J Agron 16:239–262

    Article  Google Scholar 

  • Olesen JE, Bøcher PK, Jensen T (2000) Comparison of scales of climate and soil data for aggregating simulated yields of winter wheat in Denmark. Agr Eco Env 82:213–228

    Article  Google Scholar 

  • Olesen JE, Petersen BM, Berntsen J, Hansen S, Jamieson PD, Thomsen AG (2002) Comparison of methods for simulation effects of nitrogen on green area index and dry matter growth in winter wheat. Field Crop Res 74:131–149

    Article  Google Scholar 

  • Petersen BM, Berntsen J, Jensen LS (2005a) CN-SIM - a model for the turnover of soil organic matter. I: Long term carbon development. Soil Biol Biochem 37:359–374

    Article  CAS  Google Scholar 

  • Petersen BM, Jensen LS, Hansen S, Pedersen A, Henriksen TM, Sørensen P, Trinsoutrot-Gattin I, Berntsen J (2005b) CN-SIM - a model for the turnover of soil organic matter. II: Short term carbon and nitrogen development. Soil Biol Biochem 37:375–393

    Article  CAS  Google Scholar 

  • Rietveld MR (1978) A new method for estimating the regression coefficients in the formula relating solar radiation to sunshine. Agric Meteorol 19:243–252

    Article  Google Scholar 

  • SAS Institute (1996) SAS/STAT Software: Changes and enhancements through Release 6.11. SAS Institute Inc., Cary, NC, USA

    Google Scholar 

  • Shearman VJ, Sylvester-Bradley R, Scott RK, Foulkes MJ (2005) Physiological processes associated with wheat yield progress in the UK. Crop Sci 45:175–185

    Google Scholar 

  • Smith P (2005) Limited increase of agricultural soil carbon and nitrogen stocks due to increased atmospheric CO2 concentrations. J Crop Imp 13:393–399

    Article  CAS  Google Scholar 

  • 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, Molina JAE, Mueller T, Parton WJ, Thornley JHM, Whitmore AP (1997) A comparison of the performance of nine soil organic matter models using datasets from seven long-term experiments. Geoderma 81:153–225

    Article  Google Scholar 

  • Vleeshouwers LM, Verhagen A (2002) Carbon emission and sequestration by agricultural land use: a model study for Europe. Global Change Biol 8:519–530

    Article  Google Scholar 

  • Weigel A, Russow R, Körschens M (2000) Quantification of airborne N-input in long-term field experiments and its validation through measurements using 15N isotope dilution. J Plant Nutr Soil Sci 163:261–265

    Article  Google Scholar 

Download references

Acknowledgements

Willem Asman is thanked for data and help with the N deposition scenarios. The work was supported by the Danish Ministry of Food, Agriculture and Fisheries under the research programme “Agriculture from a holistic resource perspective”. We also wish to thank Margit Schacht for greatly improving the readability of the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to J. Berntsen.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Berntsen, J., Petersen, B.M. & Olesen, J.E. Simulating trends in crop yield and soil carbon in a long-term experiment—effects of rising CO2, N deposition and improved cultivation. Plant Soil 287, 235–245 (2006). https://doi.org/10.1007/s11104-006-9070-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11104-006-9070-y

Keywords

Navigation