STICS model; agroforestry; shade; winter wheat; grain yield; grain number
Disciplines :
Agriculture & agronomy
Author, co-author :
Artru, Sidonie ✱; Université de Liège - ULiège > Ingénierie des biosystèmes (Biose) > Gestion des ressources forestières et des milieux naturels
Dumont, Benjamin ✱; Université de Liège - ULiège > Agronomie, Bio-ingénierie et Chimie (AgroBioChem) > Ingénierie des productions végétales et valorisation
Ruget, Francois
Launay, Marie
Ripoche, Dominique
Lassois, Ludivine ; Université de Liège - ULiège > Ingénierie des biosystèmes (Biose) > Gestion des ressources forestières et des milieux naturels
Garré, Sarah ; Université de Liège - ULiège > Ingénierie des biosystèmes (Biose) > Echanges Eau-Sol-Plantes
✱ These authors have contributed equally to this work.
Language :
English
Title :
How does STICS crop model simulate crop growth and productivity under shade conditions?
Abbate, P.E., Andrade, F.H., Culot, J.P., Bindraban, P.S., Grain yield in wheat: effects of radiation during spike growth period. Field Crops Res. 54 (1997), 245–257.
Artru, S., Garré S., Dupraz, C., Hiel, M.-P., Blitz-Frayret, C., Lassois, L., Impact of spatio-temporal shade dynamics on wheat growth and yield, perspectives for temperate agroforestry. Eur. J. Agron. 82 (2017), 60–70, 10.1016/j.eja.2016.10.004.
Beed, F.D., Paveley, N.D., Sylvester-Bradley, R., Predictability of wheat growth and yield in light-limited conditions. J. Agric. Sci., 145, 2007, 63, 10.1017/S0021859606006678.
Bijanzadeh, E., Emam, E., Effect of source-sink manipulation on yield components and photosynthetic characteristic of wheat cultivar. J. Appl. Sci. 10 (2010), 564–569.
Boiffin, J., Caneill, J., 1981. que régional.
Brisson, N., Itier, B., L'Hotel, J.C., Lorendeau, J.Y., Parameterisation of the Shuttleworth-Wallace model to estimate daily maximum transpiration for use in crop models. Ecol. Modell. 107 (1998), 159–169.
Brisson, N., Launay, M., Mary, B., Beaudoin, N., Conceptual Basis, Formalisations and Parametrization of the STICS Crop Model. 2008, Quae. ed. Versailles.
Brocklehurst, P.A., Moss, J.P., Watkin, W., Effects of irradiance and water supply on grain development in wheat. Ann. Appl. Biol. 90 (1978), 265–276.
Cannell, M.G.R., van Noordwijk, M., Ong, C.K., The central agroforestry hypothesis: the trees must acquire resources that the crop would not otherwise acquire. Agrofor. Syst. 34 (1996), 27–31.
Chimonyo, V.G.P., Modi, A.T., Mabhaudhi, T., Perspective on crop modelling in the management of intercropping systems. Arch. Agron. Soil Sci., 2015, 1–19, 10.1080/03650340.2015.1017816.
Coucheney, E., Buis, S., Launay, M., Constantin, J., Mary, B., García de Cortázar-Atauri, I., Ripoche, D., Beaudoin, N., Ruget, F., Andrianarisoa, K.S., Le Bas, C., Justes, E., Léonard, J., Accuracy, robustness and behavior of the STICS soil–crop model for plant, water and nitrogen outputs: evaluation over a wide range of agro-environmental conditions in France. Environ. Modell. Softw. 64 (2015), 177–190, 10.1016/j.envsoft.2014.11.024.
Demotes-Mainard, S., Jeuffroy, M.-H., Effects of nitrogen and radiation on dry matter and nitrogen accumulation in the spike of winter wheat. Field Crops Res. 87 (2004), 221–233, 10.1016/j.fcr.2003.11.014.
Dufour, L., Metay, A., Talbot, G., Dupraz, C., Assessing light competition for cereal production in temperate agroforestry systems using experimentation and crop modelling. J. Agron. Crop Sci. 199 (2013), 217–227, 10.1111/jac.12008.
Dumont, B., Leemans, V., Mansouri, M., Bodson, B., Destain, J.-P., Destain, M.-F., Parameter identification of the STICS crop model, using an accelerated formal MCMC approach. Environ. Modell. Softw. 52 (2014), 121–135, 10.1016/j.envsoft.2013.10.022.
Dumont, B., Basso, B., Bodson, B., Destain, J.-P., Destain, M.-F., Assessing and modeling economic and environmental impact of wheat nitrogen management in Belgium. Environ. Modell. Softw. 79 (2016), 184–196, 10.1016/j.envsoft.2016.02.015.
Fischer, R.A., Stockman, Y.M., Kernel number per spike in wheat (Triticum aestivum L.): responses to preanthesis shading. Funct. Plant Biol. 7 (1980), 169–180.
Fischer, R.A., Number of kernels in wheat crops and the influence of solar radiation and temperature. J. Agric. Sci. 105 (1985), 447–461.
Fischer, R.A., The importance of grain or kernel number in wheat: a reply to Sinclair and Jamieson. Field Crops Res. 105 (2008), 15–21, 10.1016/j.fcr.2007.04.002.
García-Barrios, L., Ong, C.K., Ecological interactions, management lessons and design tools in tropical agroforestry systems. Agrofor. Syst. 61 (2004), 221–236.
Garcia de Cortazar-Atauri, I., Launay, M., Brisson, N., Evaluation des formalismes du calcul du rendement des plantes déterminées: cas du blé tendre et du blé dur. INRA-Agroclim- Arvalis, 29, 2010.
Gate, P., Ecophysiologie du blé: de la plante à la culture. 1995, Technique et Doc.-Lavoisier, France, Paris.
Gosme, M., Aguirre, H.D.I., Dupraz, C., Microclimatic effect of agroforestry on diurnal temperature cycle. Presented at the 3rd European Agroforestry Conference, Montpellier, France, 2016.
Jamagne, M., Betremieux, R., Begon, J., Mori, A., Quelques données sur la variabilité dans le milieu naturel de la réserve en eau des sols. Bulletin Technique d'Information − Ministère de l'agriculture 324–325 (1977), 627–641.
Jocković B., Mladenov, N., Hristov, N., Aćin, V., Djalović I., Interrelationship of grain filling rate and other traits that affect the yield of wheat (Triticum aestivum L.). Roman. Agric. Res. 31 (2014), 81–87.
Karki, U., Goodman, M.S., Microclimate differences between mature loblolly-pine silvopasture and open-pasture. Agrofor. Syst. 89 (2015), 319–325.
Knörzer, H., Grözinger, H., Graeff-Hönninger, S., Hartung, K., Piepho, H.-P., Claupein, W., Integrating a simple shading algorithm into CERES-wheat and CERES-maize with particular regard to a changing microclimate within a relay-intercropping system. Field Crops Res. 121 (2011), 274–285, 10.1016/j.fcr.2010.12.016.
Leroy, C., Sabatier, S., Wahyuni, N.S., Barczi, J.-F., Dauzat, J., Laurans, M., Auclair, D., Virtual trees and light capture: a method for optimizing agroforestry stand design. Agrofor. Syst. 77 (2009), 37–47, 10.1007/s10457-009-9232-z.
Li, H., Cai, J., Jiang, D., Liu, F., Dai, T., Cao, W., Carbohydrates accumulation and remobilization in wheat plants as influenced by combined waterlogging and shading stress during grain filling. J. Agron. Crop Sci. 199 (2013), 38–48, 10.1111/j.1439-037X.2012.00532.x.
Liu, N., Light distribution in tree intercropping area and its agricultural value. Agroforestry Systems in China, 1991, 14–21.
Luedeling, E., Smethurst, P.J., Baudron, F., Bayala, J., Huth, N.I., van Noordwijk, M., Ong, C.K., Mulia, R., Lusiana, B., Muthuri, C., Sinclair, F.L., Field-scale modeling of tree–crop interactions: challenges and development needs. Agric. Syst. 142 (2016), 51–69, 10.1016/j.agsy.2015.11.005.
Malézieux, E., Crozat, Y., Dupraz, C., Laurans, M., Makowski, D., Ozier-Lafontaine, H., Rapidel, B., Tourdonnet, S., Valantin-Morison, M., Mixing plant species in cropping systems: concepts, tools and models. A review. Agron. Sustain. Dev. 29 (2009), 43–62, 10.1051/agro:2007057.
Marrou, H., Guilioni, L., Dufour, L., Dupraz, C., Wery, J., Microclimate under agrivoltaic systems: is crop growth rate affected in the partial shade of solar panels?. Agric. Forest Meteorol. 177 (2013), 117–132, 10.1016/j.agrformet.2013.04.012.
Murchie, E.H., Niyogi, K.K., Manipulation of photoprotection to improve plant photosynthesis. Plant Physiol. 155 (2011), 86–92, 10.1104/pp.110.168831.
Palosuo, T., Kersebaum, K.C., Angulo, C., Hlavinka, P., Moriondo, M., Olesen, J.E., Patil, R.H., Ruget, F., Rumbaur, C., Takáč J., Trnka, M., Bindi, M., Çaldağ B., Ewert, F., Ferrise, R., Mirschel, W., Şaylan, L., Šiška, B., Rötter, R., Simulation of winter wheat yield and its variability in different climates of Europe: a comparison of eight crop growth models. Eur. J. Agron. 35 (2011), 103–114, 10.1016/j.eja.2011.05.001.
Pearcy, R.W., Krall, J.P., Sassenrath-Cole, G.F., Photosynthesis in fluctuating light environments. Photosynthesis and the Environment, 1996, Springer, 321–346.
Peri, P.L., McNeil, D.L., Moot, D.J., Varella, A.C., Lucas, R.J., Net photosynthetic rate of cocksfoot leaves under continuous and fluctuating shade conditions in the field. Grass Forage Sci. 57 (2002), 157–170.
Retkute, R., Smith-Unna, S.E., Smith, R.W., Burgess, A.J., Jensen, O.E., Johnson, G.N., Preston, S.P., Murchie, E.H., Exploiting heterogeneous environments: does photosynthetic acclimation optimize carbon gain in fluctuating light?. J. Exp. Bot. 66 (2015), 2437–2447, 10.1093/jxb/erv055.
Roupsard, O., Dauzat, J., Nouvellon, Y., Deveau, A., Feintrenie, L., Saint-André L., Mialet-Serra, I., Braconnier, S., Bonnefond, J.-M., Berbigier, P., Epron, D., Jourdan, C., Navarro, M., Bouillet, J.-P., Cross-validating sun-shade and 3D models of light absorption by a tree-crop canopy. Agric. For. Meteorol. 148 (2008), 549–564, 10.1016/j.agrformet.2007.11.002.
Sinclair, T.R., Jamieson, P.D., Grain number, wheat yield, and bottling beer: an analysis. Field Crops Res. 98 (2006), 60–67, 10.1016/j.fcr.2005.12.006.
Sinclair, T.R., Jamieson, P.D., Yield and grain number of wheat: a correlation or causal relationship?. Field Crops Res. 105 (2008), 22–26, 10.1016/j.fcr.2007.07.003.
Singh, B.K., Jenner, C.F., Factors controlling endosperm cell number and grain dry weight in wheat: effects of shading on intact plants and of variation in nutritional supply to detached, cultured ears. Funct. Plant Biol. 11 (1984), 151–163.
Talbot, G., L'intégration spatiale et temporelle du partage des ressources dans un système agroforestier noyers-céréales: une clef pour en comprendre la productivité?. 2012, Université Montpellier II.
Wheeler, T.R., Hong, T.D., Ellis, R.H., Batts, G.R., Morison, J.I.L., Hadley, P., The duration and rate of grain growth, and harvest index, of wheat (Triticum aestivum L.) in response to temperature and CO2. J. Exp. Bot. 47 (1996), 623–630.
van Noordwijk, M., Lusiana, B., WanNuLCAS 3.1. A model of water nutrient and light capture in agroforestry systems. Agrofor. Syst. 43 (1999), 217–242.
