Predicting on-farm soybean yields in the pampas using CROPGRO-soybean

Field Crops Research

Volumn 100, Issue 2-3, 2007, Pages 200-209

  Mercau, J L ^a   Dardanelli, J L ^b   Collino, D J ^c   Andriani, J M ^c   Irigoyen, A ^d   Satorre, E H ^a  

^a UNIVERSIDAD DE BUENOS AIRES   (Argentina)

^b INSTITUTO NACIONAL DE TECNOLOGÍA AGROPECUARIA   (Argentina)

^c INSTITUTO NACIONAL DE TECNOLOGÍA AGROPECUARIA INTA   (Argentina)

^d UNIVERSIDAD NACIONAL DE MAR DEL PLATA   (Argentina)

Author keywords

Crop simulation; CROPGRO; On farm evaluation; Soybean; Water stress

Indexed keywords

CLIMATOLOGY; DECISION MAKING; MATHEMATICAL MODELS;

CROP SIMULATION; CROPGRO; ON-FARM EVALUATION; WATER STRESS;

CROPS;

AGRICULTURAL MODELING; BIOMASS; CROP PERFORMANCE; CROP PRODUCTION; CROP YIELD; NUMERICAL MODEL; SOWING DATE; SOYBEAN; WATER DEMAND; WATER SUPPLY;

DECISION MAKING; MATHEMATICAL MODELS; METEOROLOGY; SOY BEANS;

ARGENTINA; PAMPAS; SOUTH AMERICA;

GLYCINE MAX;

EID: 33751437559     PISSN: 03784290     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fcr.2006.07.006     Document Type: Article

References (56)

1. Abbate P.E., Dardanelli J.L., Cantarero M.G., Maturano M., Melchiori R.J., and Suero E.E. Climatic and water availability effects on water-use efficiency in wheat. Crop Sci. 44 (2004) 474-483
2. Bodrero M., Enrico J.M., Martignone R., and Nicola P. Comportamiento de cultivares de soja en fechas de siembra tempranas y normal Campañas 02 y 2002-2003. Para mejorar la producción 24 (2003) 55-61
3. Boote K.J., Jones J.W., and Pickering N.B. Potential uses and limitations of crop models. Agron. J. 88 (1996) 704-716
4. Boote K.J., Jones J.W., Hoogenboom G., and Pickering N.B. The CROPGRO model for grain legumes. In: Tsuji G.Y., Hoogenboom G., and Thorton P.K. (Eds). Understanding Options for Agriculture Production (1998), Kluwer Academic Publishers, London, UK 99-128
5. Boote K.J., Jones J.W., Batchelor W.D., Nafziger E.D., and Myers O. Genetic coefficients in the CROPGRO-soybean model: links to field performance and genomics. Agron. J. 95 (2003) 32-51
6. Calmon M.A., Jones J.W., Shinde D., and Specht J.E. Estimating parameters for soil water balance models using adaptive simulated annealing. Appl. Eng. Agric. 15 (1999) 706-713
7. Calviño P.A., and Sadras V.O. Interannual variation in soybean yield: interaction among rainfall, soil depth, and crop management. Field Crops Res. 63 (1999) 237-246
8. Calviño P.A., Sadras V.O., and Andrade F.H. Quantification of environmental and management effects on the yield of late-sown soybean. Field Crops Res. 83 (2003) 67-77
9. Campos, M., 2003. El cultivo de soja en la zona núcleo. Región norte de Buenos Aires. In: Satorre, E.H. (Ed.), El libro de la soja. Cuaderno de actualización técnica No. 66 de AACREA, Revista Técnica de AAPRESID, Soja en siembra directa, pp. 219-225.
10. Carberry P.S., Hochman Z., McCown R.L., Dalgliesh N.P., Foale M.A., Poulton P.L., Hargreaves J.N.G., Hargreaves D.M.G., Cawthray S., Hillcoat N., and Robertson M.J. The FARMSCAPE approach to decision support: farmers', advisors', researchers' monitoring, simulation, communication and performance evaluation. Agric. Syst. 74 (2002) 141-177
11. Collino D.J., Dardanelli J.L., De Luca M.J., and Racca R.W. Temperature and water availability effects on radiation and water use efficiencies in alfalfa. Aust. J. Exp. Agric. 45 (2005) 383-390
12. Colson J., Wallach D., Bouniols A., Denis J.B., and Jones J.W. Mean squared error of yield prediction by SOYGRO. Agron. J. 87 (1995) 397-402
13. Dardanelli J.L., Bachmeier O.A., Sereno R., and Gil R. Rooting depth and soil water extraction patterns of different crops in a silty loam Haplustoll. Field Crops Res. 54 (1997) 29-38
14. Dardanelli, J:L., Andriani, J., 2003. La disponibilidad hídrica y la respuesta del cultivo de soja. In: Satorre, E.H. (Ed.), El libro de la soja. Cuaderno de actualización técnica No. 66 de AACREA, Revista Técnica de AAPRESID, Soja en siembra directa, pp. 107-118.
15. Dardanelli J.L., Calmon M.A., Jones J.W., Andriani J.M., Díaz M.P., and Collino D.J. Use of a crop model to evaluate soil impedance and root clumping effects on soil water extraction in three Argentine soils. Trans. ASAE 46 4 (2003) 1265-1275
16. Dardanelli J.L., Ritchie J.T., Calmon M., Andriani J.M., and Collino D.J. An empirical model for root water uptake. Field Crops Res. 87 1 (2004) 59-71
17. Doorenbos J., and Kassam A.H. Yield response to water. FAO. Irrig. Drain, Paper No. 33 (1979), FAO, Rome, Italy
18. Fehr, W.R., Caviness, C.E., 1977. Stages of soybean development. Iowa Agric. Exp. Station Special Report 80. Iowa State University, Ames, IA.
19. Ferreyra, R.A., 1998. Development of a methodology for the quantitative identification and description of zones suitable for the peanut (Arachis hypogaea L.) crop using a crop simulation model. MS Thesis. Escuela para Graduados, Fac. de Cs. Agropecuarias, Universidad Nacional de Cordoba, Argentina (in Spanish).
20. Ferreyra R.A., Podestá G.P., Messina C.D., Letson D., Dardanelli J., Guevara E., and Meira S. A linked-modeling framework to estimate maize production risk associated with ENSO-related climate variability in Argentina. Agric. For. Met. 107 (2001) 177-192
21. Ferreyra R.A., Dardanelli J.L., Pachepsky L.B., Collino D.J., Faustinelli P.C., Giambastiani G., Reddy V.R., and Jones J.W. Nonlinear effects of water stress on peanut photosynthesis at crop and leaf scales. Ecol. Model. 168 (2003) 57-76
22. Gonzalez Venzano, S., 2003. La soja en la zona del Oeste. El cultivo de los grupos CREA. In: Satorre, E.H. (Ed.), El libro de la soja. Cuaderno de actualización técnica No. 66 de AACREA, Revista Técnica de AAPRESID, Soja en siembra directa, pp. 227-231.
23. Grimm S.S., Jones J.W., Boote K.J., and Herzog D.C. Modeling the occurrence of reproductive stages after flowering for four soybean cultivars. Agron. J. 86 (1994) 31-38
24. Grimm S.S., Jones J.W., Boote K.J., and Hesketh J.D. Parameter estimation for predicting flowering date of soybean cultivars. Crop Sci. 33 (1993) 137-144
25. Hall A.J., Rebella C.M., Ghersa C.M., and Culot J.P. Field-crop systems of the Pampas. In: Pearson C.J. (Ed). Ecosystems of the World: Field Crop Ecosystems (1992), Elsevier, Amsterdam 413-449
26. Hunt L.A., White J.W., and Hoogenboom G. Agronomic data: advances in documentation and protocols for exchange and use. Agric. Syst. 70 (2001) 477-492
27. Jones, C.A., Bland, W.L., Ritchie, J.T., Williams, J.R., 1991. Simulation of root growth. In: Hanks, J., Ritchie, J.T. (Eds.), Modeling Plant and Soil Systems. Agron. Monogr. 31, ASA, CSA, and SSSA, Madison, pp. 91-124.
28. Jones J.W., Hoogenboom G., Porter C.H., Boote K.J., Batchelor W.D., Hunt L.A., Wilkens P.W., Singh U., Gijsman A.J., and Ritchie J.T. DSSAT Cropping System Model. Eur. J. Agron. 18 (2003) 235-265
29. Jones J.W., and Ritchie J.T. Crop growth models. In: Hoffman G.J., Howell T.A., and Solomon K.H. (Eds). Management of Farm Irrigation Systems (1991), American Society for Agricultural Engineering 63-89
30. Keating B.A., Carberry P.S., Hammer G.L., Probert M.E., Robertson M.J., Holzworth D., Huth N.I., Hargreaves J.N.G., Meinke H., Hochman Z., McLean G., Verburg K., Snow V., Dimes J.P., Silburn M., Wang E., Brown S., Bristow K.L., Asseng S., Chapman S., McCown R.L., Freebairn D.M., and Smith C.J. An overview of APSIM, a model designed for farming systems simulation. Eur. J. Agron. 18 (2003) 267-288
31. Kobayashi K., and Salam M.U. Comparing simulated and measured values using mean squared deviation and its components. Agron. J. 92 (2000) 345-352
32. Liu F., Andersenb M.N., Jacobsena S., and Jensen C.R. Stomatal control and water use efficiency of soybean (Glycine max L. Merr.) during progressive soil drying. Environ. Exp. Bot. 54 (2005) 33-40
33. Mavromatis T., Boote K.J., Jones J.W., Irmak A., Shinde D., and Hoogenboom G. Developing genetic coefficients for crop simulation models with data from crop performance trials. Crop Sci. 41 (2001) 40-51
34. Meinke H., Baethgen W.E., Carberry P.S., Donatelli M., Hammer G.L., Selvaraju R., and Stöckle C.O. Increasing profits and reducing risks in crop production using participatory systems simulation approaches. Agric. Syst. 70 (2001) 493-513
35. Méndez J.M., Gentili O., Bodrero M.L., Enrico J., Andriani J., Bacigalupo S., and Manlla A. Evaluación de cultivares de soja III y IV en siembra temprana Campaña 2003-2004. Para mejorar la producción 27 (2004) 34-39
36. Mercau J.L., Sadras V.O., Satorre E.H., Messina C.D., and Hall A.J. On-farm Testing of Oilcrop-Sun in the Pampas of Argentina (2000), ASA, CSSA y SSSA (Agronomy Abstracts)
37. Mercau J.L., Satorre E.H., Otegui M.E., Maddoni G.A., Cárcova J., Ruiz R., Uribelarrea M., and Menéndez F.J. Evaluación a campo del comportamiento del modelo Ceres en cultivos de maíz del norte de la provincia de Buenos Aires. VII Congreso Nacional de Maíz (2001)
38. Mercau J.L., Dardanelli J., Andriani J., Collino D., and Belligoi J. Diseño de estrategias de producción de soja: Utilización de un modelo de simulación agronómico. Para mejorar la producción 27 (2004) 122-129
39. Passioura J.B. Simulation models: science, snake oil, education, or engineering?. Agron. J. 88 (1996) 690-716
40. Piper E.L., Boote K.J., Jones J.W., and Grimm S.S. Comparison of two phenology models for predicting flowering and maturity date of soybean. Crop Sci. 36 (1996) 1606-1614
41. Ritchie J.T. Soil water balance and plant stress. In: Tsuji G.Y., Hoogenboom G., and Thornton P.K. (Eds). Understanding Options for Agricultural Production (1998), Kluwer Academic Publishers, Dordrecht, The Netherlands 41-54
42. Ritchie, J.T., Godwin, D.C., 1989. Obtaining soil input for the CERES model. In: Virmani, S.M., Tandon, H.L.S., Alagarswamy, G. (Eds.), Modeling the Growth and Development of Sorghum and Pearl Millet, Research Bulletin No. 12. ICRISAT, Andhra Pradesh, India, pp. 16-18.
43. Sadras V.O., and Hall A.J. Patterns of water availability for sunflower crops in semi-arid central Argentina. A simulation-based evaluation of their interactions with cropping strategies and cultivar traits. Agric. Syst. 31 (1989) 221-238
44. Satorre E.H. Production systems in the argentine pampas and their ecological impact. In: Solbrig O., Paalberg R., and Di Castri F. (Eds). Globalization and the Rural Environment (2001), Harvard University Press, Cambridge, MA 81-102
45. Sau F., Boote K.J., and Ruiz-Nogueira B. Evaluation and improvement of CROPGRO-soybean model for a cool environment in Galicia, northwest Spain. Field Crops Res. 61 3 (1999) 273-291
46. Savin R., Satorre E.H., Hall A.J., and Slafer G.A. Assessing strategies for wheat cropping in the monsoonal climate of the Pampas using the CERES-wheat simulation model. Field Crops Res. 42 (1995) 81-91
47. SENASA, 2005. Programa Nacional de Roya de la Soja. Componente de Vigilancia Fitosanitaria-Informe Final de Evaluación Campaña 2004/2005. http://www.sinavimo.gov.ar/fito/asp_public/new_index.htm.
48. Sinclair T.R., Tanner C.B., and Bennett J.M. Water-use efficiency in crop production. BioScience 34 (1984) 36-40
49. Soil Conservation Service, and U.S. Department of Agriculture. Hydrology. National Engineering Handbook (1972), Soil Conservation Service, U.S. Department of Agriculture, Washington, DC, USA
50. Steel R.G.D., and Torrie J.H. Principles and Procedures of Statistics-A Biometrical Approach (1985), McGraw-Hill Book Co., Mexico p. 622
51. Stockle C.O., Martin S., and Campbell G.S. CropSyst, a cropping systems model: water/nitrogen budgets and crop yield. Agric. Syst. 46 (1994) 335-359
52. Torrent, M., 2003. La soja en los planteos de producción del norte de Córdoba. El cultivo de los grupos CREA, In: Satorre, E.H. (Ed.), El libro de la soja. Cuaderno de actualización técnica No. 66 de AACREA. Revista Técnica de AAPRESID, Soja en siembra directa, pp. 203-210.
53. Villalobos F.J., Hall A.J., Ritchie J.T., and Orgaz F. OILCROP-SUN: a development, growth and yield model of the sunflower crop. Agron. J. 88 (1996) 403-415
54. Wang F., Fraisse C.W., Kitchen N.R., and Sudduth K.A. Site-specific evaluation of the CROPGRO-soybean model on Missouri claypan soils. Agric. Syst. 76 (2003) 985-1005
55. Williams J.R., Jones C.A., and Dyke P.T. A modeling approach to determining the relationships between erosion and soil productivity. Trans. ASAE 27 (1984) 129-144
56. Yang X.W., Dowler W.M., and Roger M.H. Assessing the risk and potential impact of an exotic plant disease. Plant Dis. 75 (1991) 976-982