Predicting ammonia volatilization after field application of swine slurry: DNDC model development

Agriculture, Ecosystems and Environment

Volumn 219, Issue , 2016, Pages 179-189

  Congreves, K A ^a   Grant, B B ^a   Dutta, B ^a   Smith, W N ^a   Chantigny, M H ^b   Rochette, P ^b   Desjardins, R L ^a  

^a OTTAWA RESEARCH AND DEVELOPMENT CENTRE   (Canada)

^b AGRICULTURE AND AGRI FOOD CANADA   (Canada)

Author keywords

Ammonia; DNDC; Manure; Nitrogen; Pig slurry; Simulation

Indexed keywords

AMMONIA; DECOMPOSITION; DENITRIFICATION; MANURE; MODELING; NITROGEN; PREDICTION; SIMULATION; SLURRY; VOLATILIZATION;

CANADA; QUEBEC [CANADA];

SUIDAE;

EID: 84953791150     PISSN: 01678809     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agee.2015.10.028     Document Type: Article

References (49)

1. Agriculture and Agri-Food Canada, 2012. Environmental Indicators. Available at. http://www.ec.gc.ca/indicateurs-indicators/default.asp%3Flang=en%26n=FE578F55-1.
2. Arogo J., Zhang R.H., Riskowski G.L., Christianson L.L., Day D.L. Mass transfer coefficient of ammonia in liquid swine manure and aqueous solutions. J. Agr. Eng. Res. 1999, 73:77-86.
3. Beuning J.D., Pattey E., Edwards G., Van Heyst B.J. Improved temporal resolution in process-based modelling of agricultural soil ammonia emissions. Atmos. Environ. 2008, 42:3253-3265.
4. Bowley S.R. A Hitchhiker's guide to statistics in plant biology 2008, 266. Any Old Subject Books, Guelph, ON. second ed.
5. Bussink D.W., Huijsmans J.F.M., Ketelaars J.J.M.H. Ammonia volatilization from nitric-acid-treated cattle slurry surface applied to grassland. NJAS-Wagen. J. Life Sci. 1994, 42:293-309.
6. Carew R. Ammonia emissions from livestock industries in Canada: feasibility of abatement strategies. Environ. Pollut. 2010, 158:2618-2626.
7. Chantigny M.H., Rochette P., Angers D.A., Massé D., Côté D. Ammonia volatilization and selected soil characteristics following application of anaerobically digested pig slurry. Soil Sci. Soc. Am. J. 2004, 68:306-312.
8. Chantigny M.H., Angers D.A., Rochette P., Bélanger G., Massé D., Côté D. Gaseous nitrogen emissions and forage nitrogen uptake on soils fertilized with raw and treated swine manure. J. Environ. Qual. 2007, 36:1864-1872.
9. Chantigny M.H., MacDonald J.D., Beaupré C., Rochette P., Angers D.A., Massé D., Parent L.É. Ammonia volatilization following surface application of raw and treated liquid swine manure. Nutr. Cycl. Agroecosyst. 2009, 85:275-286.
10. 15N-labelled pig slurry. Can. J. Soil Sci. 2014, 94:1-8.
11. Cui F., Zheng X., Liu C., Wang K., Zhou Z., Deng J. Assessing biogeochemical effects and best management practice for a wheat-maize cropping system using the DNDC model. Biogeosciences 2014, 11:91-107.
12. Del Grosso S.J., Ojima D.S., Parton W.J., Mosier A.R., Petereson G.A., Schimel D.S. Simulated effects of dryland cropping intensification on soil organic matter and greenhouse gas exchanges using the DAYCENT ecosystem model. Environ. Pollut. 2002, 116:S75-S83.
13. Del Grosso S.J., Parton W.J., Adler P.R., Davis S.C., Keough C., Marx E. DayCent Model Simulations for Estimating Soil Carbon Dynamics and Greenhouse Gas Fluxes from Agricultural Production Systems. Managing Agricultural Greenhouse Gases 2012, 241-250. Academic Press, San Diego, CA. M.A. Liebig, A.J. Franzluebbers, R.F. Follett (Eds.).
14. Donovan W.C., Logan T.J. Factors affecting ammonia volatilization from sewage sludge applied to soil in a laboratory study. J. Environ. Qual. 1983, 12:584-590.
15. Dutta, B., Smith, W.N., Grant, B.B., Pattey, E., Desjardins, R.L., Li, C.S. Submitted. Model development in DNDC for the prediction of evapotranspiration and water use in temperate field cropping systems. Submitted to Environ. Modell. Soft. Mar 16, 2015.
16. Environment Canada, 2015. Historical climate data, Québec City. Available at. http://climate.weather.gc.ca/.
17. Erisman J.W., Sutton M.A., Galloway J., Klimont Z., Winiwarter W. How a century of ammonia synthesis changed the world. Nat. Geosci. 2008, 1:636-639.
18. Fanko U., Oelschlägel B., Schenk S. Simulation of temperature-, water- and nitrogen dynamics using the model CANDY. Ecol. Model. 1995, 81:213-222.
19. Galloway J.N., Aber J.D., Erisman J.W., Seitzinger S.P., Howarth R.W., Cowling E.B., Cosby B.J. The nitrogen cascade. Bioscience 2003, 53:341-356.
20. Génermont S., Cellier P. A mechanistic model for estimating ammonia volatilization from slurry applied to bare soil. Agr. For. Meteorol. 1997, 88:145-167.
21. Giltrap D.L., Li C., Saggar S. DNDC: a process-based model of greenhouse gas fluxes from agricultural soils. Agric. Ecosyst. Environ. 2010, 136:292-300.
22. Hansen S., Jensen H.E., Nielsen N.E., Svendsen H. DAISY-soil plant atmosphere system model. 1990, Report A10 issued by The Royal Veterinary and Agricultural University, Copenhagen.
23. 3 emission practices. Nutr. Cycl. Agroecosyst. 1998, 51:65-71.
24. Kröbel R., Smith W.N., Grant B.B., Desjardins R.L., Campbell C.A., Tremblay N., Li C.S., Zentner R.P., McConkey B.G. Development and evaluation of a new Canadian spring wheat sub-model for DNDC. Can. J. Soil Sci. 2011, 91:503-520.
25. Li C.S. Modeling trace gas emissions from agricultural ecosystems. Nutr. Cycl. Agroecosyst. 2000, 58(1-3):259-276.
26. Li C., Frolking S., Frolking T.A. A model of nitrous oxide evolution from soil driven by rainfall events: 1. Model structure and sensitivity. J. Geophys. Res. Atmos. (1984-2012) 1992, 97(D9):9759-9776.
27. Li C., Farahbakhshazad N., Jaynes D.B., Dinnes D.L., Salas W., McLaughlin D. Modeling nitrate leaching with a biogeochemical model modified based on observations in a row-crop field in Iowa. Ecol. Modell. 2006, 196:116-130.
28. Lockyer D.R. A system for the measurement in the field of losses of ammonia through volatilisation. J. Sci. Food Agr. 1984, 35:837-848.
29. Martinez J., Moal J.F., Caudal M.C., Guiziou F. Emission d'ammoniac apres epandage de lisier: uantification et maitrise. Ing. EAT 1996, 5:43-52.
30. McGill W.B. Review and classification of ten soil organic matter (SOM) models. Evaluation of Soil Organic Matter Models. NATO ASI Series 38 1996, 111-132. Springer, Berlin, Heidelberg. D.S. Powlson, P. Smith, J.O. Smith (Eds.).
31. Misselbrook T.H., Nicholson F.A., Chambers B.J. Predicting ammonia losses following the application of livestock manure to land. Bioresour. Technol. 2005, 96:159-168.
32. Pain B.F., Misselbrook T.H., Clarkson C.R., Rees Y.J. Odour and ammonia emissions following the spreading of anaerobically-digested pig slurry on grassland. Biol. Waste. 1990, 34:259-267.
33. Pain B.F., Misselbrook T.H., Rees Y.J. Effects of nitrification inhibitor and acid addition to cattle slurry on nitrogen losses and herbage yields. Grass Forage Sci. 1994, 49:209-215.
34. Parton W.J., Rasmussen P.E. Long-term effects of crop management in wheat-fallow: II. CENTURY model simulations. Soil Sci. Soc. Am. J. 1994, 58:530-536.
35. Petersen V., Markfoged R., Hafner S.D., Sommer S.G. A new slurry pH model accounting for effects of ammonia and carbon dioxide volatilization on solution speciation. Nutr. Cycl. Agroecosyst. 2014, 100:189-204.
36. Rochette P., Chantigny M.H., Angers D.A., Bertrand N., Côté D. Ammonia volatilization and soil nitrogen dynamics following fall application of pig slurry on canola crop residues. Can. J. Soil Sci. 2001, 81:515-523.
37. San Francisco S., Urrutia O., Martin V., Peristeropoulos A., Garcia-Mina J.M. Efficiency of urease and nitrification inhibitors in reducing ammonia volatilization from diverse nitrogen fertilizers applied to different soil types and wheat straw mulching. J. Sci. Food Agr. 2011, 91:1569-1575.
38. Sansoulet J., Pattey E., Kröbel R., Grant B., Smith W., Jégoc G., Desjardins R.L., Tremblay N., Tremblay G. Comparing the performance of the STICS, DNDC, and DayCent models for predicting N uptake and biomass of spring wheat in Eastern Canada. Field Crop Res. 2014, 156:135-150.
39. Schaub W.R. A method for estimating missing hourly temperatures using daily maximum and minimum temperatures 1991, USAF Environmental Technical Applications Center USAFETAC/DNO.
40. Schils R.L.M., De Haan M.H.A., Hemmer J.G.A., Van den Pol-van Dasselaar A., De Boer J.A., Evers A.G., Holshof G., van Middelkoop J.C., Zom R.L.G. DairyWise, a whole-farm dairy model. J. Dairy Sci. 2007, 90:5334-5346.
41. Sheppard S.C., Bittman S., Swift M.L., Tait J. Farm practices survey and modelling to estimate monthly NH3 emissions from swine production in 12 Ecoregions of Canada. Can. J. Anim. Sci. 2010, 90:145-158.
42. Søgaard H.T., Sommer S.G., Hutchings N.J., Huijsmans J.F.M., Bussink D.W., Nicholson F. Ammonia volatilization from field-applied animal slurry-the ALFAM model. Atmos. Environ 2002, 36:3309-3319.
43. Sommer S.G., Hutchings N.J. Ammonia emission from field applied manure and its reduction-invited paper. Eur. J. Agron 2001, 15:1-15.
44. Sommer S.G., Jacobsen O.H. Infiltration of slurry liquid and volatilization of ammonia from surface applied pig slurry as affected by soil water content. J. Agr. Sci. 1999, 132:297-303.
45. Sommer S.G., Jensen L.S., Clausen S.B., Søgaard H.T. Ammonia volatilization from surface-applied livestock slurry as affected by slurry composition and slurry infiltration depth. J. Agr. Sci. 2006, 144:229-235.
46. Stockle C.O., Martin S.A., Campbell G.S. CropSyst, a cropping systems simulation model: water/nitrogen budgets and crop yield. Agr. Sys. 1994, 46:335-359.
47. Uzoma K.C., Smith W.N., Grant B.B., Desjardins R.L., Gao X., Hanis K., Tenuta M., Goglio P., Li C. Assessing the effects of agricultural management on nitrous oxide emissions using flux measurements and the DNDC model. Agric. Ecosyst. Environ. 2015, 206:71-83.
48. Watson C.J., Miller H., Poland P., Kilpatrick D.J., Allen M.D.B., Garrett M.K., Christianson C.B. Soil properties and the ability of the urease inhibitor N-(n-butyl) thiophosphoric triamide (nBTPT) to reduce ammonia volatilization from surface-applied urea. Soil Biol. Biochem. 1994, 26:1165-1171.
49. Willmott C.J., Matsuura K. Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance. Clim. Res. 2005, 30:79-82.