Simulating yield response of quinoa to water availability with aquacrop

Agronomy Journal

Volumn 101, Issue 3, 2009, Pages 499-508

  Geerts, Sam ^a   Raes, Dirk ^a   Garcia, Magali ^b   Miranda, Roberto ^b   Cusicanqui, Jorge A ^b   Taboada, Cristal ^b   Mendoza, Jorge ^b   Huanca, Ruben ^b   Mamani, Armando ^b   Condori, Octavio ^b   Mamani, Judith ^c   Morales, Bernardo ^c   Osco, Victor ^b   Steduto, Pasquale ^d  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b UNIVERSIDAD MAYOR DE SAN ANDRÉS   (Bolivia)

^c St Cochabamba   (Bolivia)

^d FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMASS PRODUCTIONS; BOLIVIAN ALTIPLANO; CANOPY COVER; CROP RESPONSE; CROP WATER PRODUCTIVITY; DEFICIT IRRIGATION; GRAIN FILLING; HARVEST INDEX; KEY INPUT; NUTRIENT DEPLETION; PARAMETERIZED MODEL; PHYSIOLOGICAL MEASUREMENT; SEED YIELD; SOIL NUTRIENT DEPLETION; SOIL WATER CONTENT; TOTAL BIOMASS; WATER AVAILABILITY; WATER STRESS; YIELD RESPONSE;

BIOMASS; CROPS; DROUGHT; GEOLOGIC MODELS; IRRIGATION; NUTRIENTS; SENSITIVITY ANALYSIS; SIMULATORS; SOIL MOISTURE; UNDERWATER SOILS; WATER CONTENT; WATER MANAGEMENT;

PHYSIOLOGICAL MODELS;

CHENOPODIUM QUINOA;

EID: 65849345861     PISSN: 00021962     EISSN: None     Source Type: Journal    
DOI: 10.2134/agronj2008.0137s     Document Type: Article

References (61)

1. Addiscott, T.M. 2003. Modeling: Potential and limitations. p. 707-730. In D.K. Benbi and R. Nieder. (ed.) Handbook of processes and modeling in the soil-plant system. Food Products Press, The Haworth Reference Press, New York.
2. Allen, R.G., L.S. Pereira, D. Raes, and M. Smith. 1998. Crop evapotranspiration- Guidelines for calculating crop water requirements. FAO Irrigation and Drainage Paper 56. FAO, Rome.
3. Azam-Ali, S.N., and G.R. Squire. 2002. Principles of tropical agronomy. CABI Publ., Wallingford, UK.
4. Benlhabib, O., M. Atifi, E.N. Jellen, and S.E. Jacobsen. 2004. The introduction of a new Peruvian crop "Quinoa" to a rural community in Morocco. p. 881-884. In S.E. Jacobsen et al. (ed.) Proc. of the VIII ESA congress: European Agriculture in a Global Context, Copenhagen, Denmark. 11-15 July 2004. Eur. Soc. for Agronomy.
5. Bois, J.F., T. Winkel, J.P. Lhomme, J.P. Raffaillac, and A. Rocheteau. 2006. Response of some Andean cultivars of quinoa (Chenopodium quinoaWilld.) to temperature: Effects on germination, phenology, growth and freezing. Eur. J. Agron. 25:299-308.
6. Bouman, B.A.M., H. van Keulen, H.H. van Laar, and R. Rabbinge. 1996. The 'School of de Wit' crop growth simulation models: A pedigree and historical overview. Agric. Syst. 52:171-198.
7. Brisson, N., C. Gary, E. Justes, R. Roche, B. Mary, D. Ripoche, D. Zimmer, J. Sierra, P. Bertuzzi, P. Burger, F. Bussière, Y.M. Cabidoche, P. Cellier, P. Debaeke, J.P. Gaudillère, C. Hénault, F. Maraux, B. Seguin, and H. Sinoquet. 2003. An overview of the crop model STICS. Eur. J. Agron. 18:309-332.
8. Casadebaig, P., P. Debaeke, and J. Lecoeur. 2008. Thresholds for leaf expansion and transpiration response to soil water deficit in a range of sunflower genotypes. Eur. J. Agron. 28:646-654.
9. Comai, S., A. Bertazzo, L. Bailoni, M. Zancato, C.V.L. Costa, and G. Allegri. 2007. The content of proteic and nonproteic (free and protein-bound) tryptophan in quinoa and cereal flours. Food Chem. 100:1350-1355.
10. Danielsen, S., A. Bonifacio, and T. Ames. 2003. Diseases of quinoa (Chenopodium quinoa). Food Rev. Int. 19:43-59.
11. Dardanelli, J.L., O.A. Bachmeier, R. Sereno, and R. Gil. 1997. Rooting depth and soil water extraction patterns of different crops in a silty loam Haplustoll. Field Crops Res. 54:29-38.
12. Eitzinger, J., M. Trnka, J. Hösch, J. Zalud, and M. Dubrovsky. 2004. Comparison of CERES, WOFOST and SWAP models in simulating soil water content during growing season under different soil conditions. Ecol. Model. 171:223-246.
13. English, M. 1990. Deficit Irrigation. I: Analytical Framework. J. Irrig. Drain E.-ASCE 116:399-412.
14. Espindola, G. 1980. Estudio de componentes directos e indirectos del rendimiento en quinua (Chenopodium quinoa Willd.). Tesis de Grado, Facultad de Ciencias Agricolas y Pecuarias 'Martin Cardenas', Cochabamba, Bolivia.
15. Farré, I., and J.M. Faci. 2006. Comparative response of maize (Zea mays L.) and sorghum (Sorghum bicolor L. Moench) to deficit irrigation in a Mediterranean environment. Agric. Water Manage. 83:135-143.
16. Garcia, M. 2003. Agroclimatic study and drought resistance analysis of quinoa for an irrigation strategy in the Bolivian Altiplano. Dissertationes de Agricultura 556, Ph.D. diss. Faculty of Applied Biological Sciences, K.U. Leuven, Belgium.
17. Garcia, M., D. Raes, and S.E. Jacobsen. 2003. Evapotranspiration analysis and irrigation requirements of quinoa (Chenopodium quinoa) in the Bolivian highlands. Agric. Water Manage. 60:119-134.
18. Garcia, M., D. Raes, R. Allen, and C. Herbas. 2004. Dynamics of reference evapotranspiration in the Bolivian highlands (Altiplano). Agric. For. Meteorol. 125:67-82.
19. Geerts, S., R.S. Mamani, M. Garcia, and D. Raes. 2006b. Response of quinoa (Chenopodium quinoa Willd.) to differential drought stress in the Bolivian Altiplano: Towards a deficit irrigation strategy within a water scarce region. p. 200. In Proc. of the 1st Int. Symp. on Land and Water Management for Sustainable Irrigated Agric. [CD-ROM]. 4-8 Apr. 2006. Cukurova Univ., Adana, Turkey.
20. Geerts, S., D. Raes, M. Garcia, O. Condori, J. Mamani, R. Miranda, J. Cusicanqui, C. Taboada, and J. Vacher. 2008b. Could deficit irrigation be a sustainable practice for quinoa (Chenopodium quinoa Willd.) in the Southern Bolivian Altiplano? Agric. Water Manage. 95:909-917.
21. Geerts, S., D. Raes, M. Garcia, C. Del Castillo, and W. Buytaert. 2006a. Agroclimatic suitability mapping for crop production in the Bolivian Altiplano: A case study for quinoa. Agric. For. Meteorol. 139:399-412.
22. Geerts, S., D. Raes, M. Garcia, J. Mendoza, and R. Huanca. 2008c. Indicators to quantify the flexible phenology of quinoa (Chenopodium quinoaWilld.) in response to drought stress. Field Crops Res. 108:150-156.
23. Geerts, S., D. Raes, M. Garcia, J. Vacher, R. Mamani, J. Mendoza, R. Huanca, B. Morales, R. Miranda, J. Cusicanqui, and C. Taboada. 2008a. Introducing deficit irrigation to stabilize yields of quinoa (Chenopodium quinoaWilld.). Eur. J. Agron. 28:427-436.
24. Hellin, J., S. Higman, and S.E. Jacobsen. 2004. Quinoa and food security in the Andes. p. 921-922. In S.E. Jacobsen et al. (ed.) Proc. of the VIII ESA Congress: European Agriculture in a Global Context, Copenhagen, Denmark. 11-15 July 2004. Eur. Soc. for Agronomy.
25. Hijmans, R.J. 1999. Estimating frost risk in potato production on the Altiplano using interpolated climate data. p. 373-380. In CIP Program Report 1997-1998. Centro Internacional de la Papa, Lima, Peru.
26. Hoogenboom, G. 2003. Crop growth and development. p. 655-691. In D.K. Benbi and R. Nieder. (ed.) Handbook of processes and modeling in the soil-plant system. Food Products Press, The Haworth Reference Press, New York.
27. Hsiao, T.C. 1973. Plant responses to water stress. Annu. Rev. Plant Physiol. 24:519-570.
28. Jacobsen, S.E., and A. Mujica. 1999. Fisiología de la resistencia a sequía en Quinua (Chenopodium quinoa Willd.). CIP, Lima, Peru.
29. Jacobsen, S.E. 1998. Developmental stability of quinoa under European conditions. Ind. Crops Prod. 7:169-174.
30. Jacobsen, S.E. 2003. The worldwide potential for quinoa (Chenopodium quinoaWilld.). Food Rev. Int. 19:167-177.
31. Jacobsen, S.E., C. Monteros, J.L. Christiansen, L.A. Bravo, L.J. Corcuera, and A. Mujica. 2005. Plant responses of quinoa (Chenopodium quinoa Willd.) to frost at various phenological stages. Eur. J. Agron. 22:131-139.
32. Jacobsen, S.E., A. Mujica, and C.R. Jensen. 2003a. The rResistance of quinoa (Chenopodium quinoa Willd.) to adverse abiotic factors. Food Rev. Int. 19:99-109.
33. Jacobsen, S.E., A. Mujica, and R. Ortiz. 2003b. The global potential for quinoa and other Andean crops. Food Rev. Int. 19:139-148.
34. Jacobsen, S.-E., N. Nuñez, C.R. Spehar, and C.R. Jensen. 1998. Quinoa: A potential drought resistant crop for the Brazilian savannah. In Proc. of the Int. Conf. on Sustainable Agriculture in Tropical and Subtropical Highlands with Special Reference to Latin America (SATHLA). [CDROM]. INT, Rio de Janeiro.
35. Jensen, C.R., S.E. Jacobsen, M.N. Andersen, N. Nuñez, S.D. Andersen, L. Rasmussen, and V.O. Mogensen. 2000. Leaf gas exchange and water relation characteristics of field quinoa (Chenopodium quinoa Willd.) during soil drying. Eur. J. Agron. 13:11-25.
36. Jones, J.W., G. Hoogenboom, C.H. Porter, K.J. Boote, W.D. Batchelor, L.A. Hunt, P.W. Wilkens, U. Singh, A.J. Gijsman, and J.T. Ritchie. 2003. The DSSAT cropping system model: Modelling cropping systems: Science, soft ware and applications. Eur. J. Agron. 18:235-265.
37. Kirda, C., and R. Kanber. 1999. Water, no longer a plentiful resource, should be used sparingly in irrigated agrigulture. p. 1-20. In C. Kirda et al. (ed.) Crop yield response to deficit irrigation. Kluwer Academic Publ., Dordrecht, the Netherlands.
38. Lebonvallet, S. 2008. Implantation du quinoa et simulation de sa culture sur l'Altiplano Bolivien. Agro Paris Tech, Paris & INRA, Avignon, France.
39. Loague, K., and R.E. Green. 1991. Statistical and graphical methods for evaluating solute transport models: Overview and application. J. Contam. Hydrol. 7:51-73.
40. McMaster, G.S., and W.W. Wilhelm. 1997. Growing degree-days: One equation, two interpretations. Agric. For. Meteorol. 87:291-300.
41. McMaster, G.S., and W.W. Wilhelm. 2003. Phenological responses of wheat and barley to water and temperature: Improving simulation models. J. Agric. Sci. 141:129-147.
42. Metselaar, K., and Q.J. Van Lier. 2007. The shape of the transpiration reduction function under plant water stress. Vadose Zone J. 6:124-139.
43. Mujica, A. 1994. Andean grains and legumes. p. 131-148. In J.E. Hernando Bermujo and J. Leon. (ed.) Neglected crops: 1492 from a different perspective. FAO, Rome.
44. Mujica, A., R. Ortiz, A. Bonifacio, R. Saravia, G. Corredor, A. Romero, and S.E. Jacobsen. 2006. Agroindustria de la Quinua (Chenopodium quinoaWilld.) en los países Andinos. UNDP, Concytec (Peru), UNA (Peru), PROINPA (Bolivia), UNC (Colombia), Puno, Peru.
45. Mwale, S.S., S.N. Azam-Ali, and F.J. Massawe. 2007. Growth and development of bambara groundnut (Vigna subterranea) in response to soil moisture: 1. Dry matter and yield. Eur. J. Agron. 26:345-353.
46. Oweis, T.Y., and A.Y. Hachum. 2003. Improving water productivity in the dry areas of West Asia and North Africa. p. 179-198. In J.W. Kijne and D. Molden (ed.) Water productivity in agriculture: Limits and opportunities for improvement. International Water Management Institute, Sri Lanka.
47. Pearsall, D.M. 1992. The origins of plant cultivation in South America. p. 173- 205. In C.W. Cowan and P.J. Watson (ed.) The origins of agriculture. Smithsonian Institute Press, Washington, DC.
48. Pereira, L.S., T. Oweis, and A. Zairi. 2002. Irrigation management under water scarcity. Agric. Water Manage. 57:175-206.
49. Raes, D., S. Geerts, E. Kipkorir, J. Wellens, and A. Sahli. 2006. Simulation of yield decline as a result of water stress with a robust soil water balance model. Agric. Water Manage. 81:335-357.
50. Raes, D., P. Steduto, T.C. Hsiao, and E. Fereres. 2009. AquaCrop-The FAO crop model to simulate yield response to water: II. Main algorithms and soft ware description. Agron. J. 101:438-447 (this issue).
51. Rasmussen, C., A. Lagnaoui, and P. Esbjerg. 2003. Advances in the Knowledge of Quinoa Pests. Food Rev. Int. 19:61-75.
52. Robertson, M.J., P.S. Carberry, Y.S. Chauhan, R. Ranganathan, and G.J. O'Leary. 2001. Predicting growth and development of pigeonpea: A simulation model. Field Crops Res. 71:195-210.
53. Rousseaux, M.C., J.P. Benedetti, and P.S. Searles. 2008. Leaf-level responses of olive trees (Olea europaea) to the suspension of irrigation during the winter in an arid region of Argentina. Sci. Hortic. (Amsterdam) 2:135-141.
54. Saxton, K.E., and W.J. Rawls. 2006. Soil water characteristic estimates by texture and organic matter for hydrologic solutions. Soil Sci. Soc. Am. J. 70:1569-1578.
55. Siener, R., R. Honow, A. Seidler, S. Voss, and A. Hesse. 2006. Oxalate contents of species of the Polygonaceae, Amaranthaceae and Chenopodiaceae families. Food Chem. 98:220-224.
56. Steduto, P., T.C. Hsiao, and E. Fereres. 2007. On the conservative behavior of biomass water productivity. Irrig. Sci. 189-207:25.
57. Steduto, P., T.C. Hsiao, D. Raes, and E. Fereres. 2009. AquaCrop-The FAO crop model to simulate yield response to water: I. Concepts and underlying principles. Agron. J. 101:426-437 (this issue).
58. Stöckle, C.O., M. Donatelli, and R. Nelson. 2003. CropSyst, a cropping systems simulation model. Eur. J. Agron. 18:289-307.
59. Vacher, J.J. 1998. Responses of two main Andean crops, quinoa (Chenopodium quinoa Willd.) and papa amarga (Solanum juzepczukii Buk.) to drought on the Bolivian Altiplano: Significance of local adaptation. Agric. Ecosyst. Environ. 68:99-108.
60. Yang, H.S., A. Dobermann, J.L. Lindquist, D.T. Walters, T.J. Arkebauer, and K.G. Cassman. 2004. Hybrid-maize-A maize simulation model that combines two crop modeling approaches. Field Crops Res. 87:131-154.
61. Zhang, H., and T. Oweis. 1999. Water-yield relations and optimal irrigation scheduling of wheat in the Mediterranean region. Agric. Water Manage. 38:195-211.