Impact of climate, vegetation, soil and crop management variables on multi-year ISBA-A-gs simulations of evapotranspiration over a Mediterranean crop site

Geoscientific Model Development

Volumn 8, Issue 10, 2015, Pages 3033-3053

  Garrigues, S ^a   Olioso, A ^a   Carrer, D ^b   Decharme, B ^b   Calvet, J C ^b   Martin, E ^b   Moulin, S ^a   Marloie, O ^c  

^a UAPV   (France)

^b CENTRE NATIONAL DE RECHERCHES MÉTÉOROLOGIQUES   (France)

^c French National Institute for Agriculture   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL MANAGEMENT; CLIMATE EFFECT; DATA SET; EVAPOTRANSPIRATION; HYDRODYNAMICS; IRRIGATION SYSTEM; LAND SURFACE; LEAF AREA INDEX; LONGWAVE RADIATION; PHENOLOGY; PRECIPITATION (CLIMATOLOGY); SATELLITE DATA; SHORTWAVE RADIATION; SOIL MANAGEMENT; SOIL TEXTURE; VEGETATION DYNAMICS; WATER BUDGET;

FRANCE; MEDITERRANEAN REGION;

EID: 84942916651     PISSN: 1991959X     EISSN: 19919603     Source Type: Journal    
DOI: 10.5194/gmd-8-3033-2015     Document Type: Article

References (61)

1. Anquetin, S., Braud, I., Vannier, O., Viallet, P., Boudevillain, B., Creutin, J.-D., and Manus, C.: Sensitivity of the hydrological response to the variability of rainfall fields and soils for the Gard 2002 flash-flood event, J. Hydrol., 394, 134-147, 2010.
2. Avissar, R. and Pielke, R. A.: A parameterization of heterogeneous land surfaces for atmospheric numerical models and its impact on regional meteorology, Mon. Weather Rev., 117, 2113-2136, 1989.
3. Barbu, A. L., Calvet, J.-C., Mahfouf, J.-F., and Lafont, S.: Integrating ASCAT surface soil moisture and GEOV1 leaf area index into the SURFEX modelling platform: a land data assimilation application over France, Hydrol. Earth Syst. Sci., 18, 173-192, doi:10.5194/hess-18-173-2014, 2014.
4. Baroni, G., Facchi, A., Gandolfi, C., Ortuani, B., Horeschi, D., and van Dam, J. C.: Uncertainty in the determination of soil hydraulic parameters and its influence on the performance of two hydrological models of different complexity, Hydrol. Earth Syst. Sci., 14, 251-270, doi:10.5194/hess-14-251-2010, 2010.
5. Bosilovich, M.: Regional climate and variability of nasa merra and recent reanalyses: u.s. summertime precipitation and temperature, J. Appl. Meteor. Climatol., 52, 1939-1951, 2013.
6. Bosilovich, M., Kennedy, J., Dee, D., Allan, R., and O'Neill, A.: On the reprocessing and reanalysis of observations for climate, Climate Science for Serving Society: Research, Modeling and Prediction Priorities, edited by: Asrar, G. R. and Hurrell, J. W., Springer, 51-71, 2013.
7. Braud, I., Dantas-Antonio, A. C., and Vauclin, M.: A stochastic approach to studying the influence of the spatial variability of soil hydraulic properties on surface fluxes, temperature and humidity, J. Hydrol., 165, 283-310, 1995.
8. Calvet, J.-C., Noilhan, J., Roujean, J.-L., Bessemoulin, P., Cabelguenne, M., Olioso, A., and Wigneron, J.-P.: An interactive vegetation SVAT model tested against data from six contrasting sites, Agr.Forest Meteorol., 92, 73-95, 1998.
9. Calvet, J.-C., Gibelin, A.-L., Roujean, J.-L., Martin, E., Le Moigne, P., Douville, H., and Noilhan, J.: Past and future scenarios of the effect of carbon dioxide on plant growth and transpiration for three vegetation types of southwestern France, Atmos. Chem. Phys., 8, 397-406, doi:10.5194/acp-8-397-2008, 2008.
10. Calvet, J.-C., Lafont, S., Cloppet, E., Souverain, F., Badeau, V., and Le Bas, C.: Use of agricultural statistics to verify the interannual variability in land surface models: a case study over France with ISBA-A-gs, Geosci. Model Dev., 5, 37-54, doi:10.5194/gmd-5-37-2012, 2012.
11. Carrer, D., Lafont, S., Roujean, J. L., Calvet, J. C., Meurey, C., Le Moigne, P., and Trigo, I.: Incoming solar and infrared radiation derived from METEOSAT: impact on the modelled land water and energy budget over France, J. Hydrometeorol., 13, 504-520, 2012.
12. Clapp, R. and Hornberger, G.: Empirical equations for some soil hydraulic properties, Water Resour. Res., 14, 601-604, 1978.
13. Cosby, B. J., Hornberger, G. M., Clapp, R. B., and Ginn, T. R.: A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils, Water Resour. Res., 20, 682-690, 1984.
14. Decharme B. and Douville, H.: Uncertainties in the GSWP-2 precipitation forcing and their impacts on regional and global hydrological simulations, Clim. Dynam., 27, 695-713, doi:10.1007/s00382-006-0160-6, 2006.
15. Decker, M., Brunke, M. A., Wang, Z., Sakaguchi, K., Zeng, X., and Bosilovich, M. G.: Evaluation of the reanalysis products from GSFC, NCEP, and ECMWF using flux tower observations, J. Climate, 25, 1916-1944, 2012.
16. Déqué, M., Dreveton C., Braun, A., and Cariolle D.: The ARPEGE/IFS atmosphere model: a contribution to the French community climate modelling, Clim. Dynam., 10, 249-266, doi:10.1007/BF00208992, 1994.
17. de Rosnay, P., Polcher, J., Laval, K., and Sabre, M.: Integrated parameterization of irrigation in the land surface model ORCHIDEE, Validation over Indian Peninsula, Geophys. Res. Lett., 30, 1986, doi:10.1029/2003GL018024, 2003.
18. Duveiller, G., Weiss, M., Baret, F., and Defourny, P.: Retrieving wheat Green Area Index during the growing season from optical time series measurements based on neural network radiative transfer inversion, Remote Sens. Environ., 115, 887-896, 2011.
19. Espino, A., Mallants, D., Vanclooster, M., Feyen, J.: Caution-arynotes on the use of pedotransfer functions for estimating soil hydraulic properties, Agric. Water Manage., 29, 235-253, 1996.
20. Faroux, S., Kaptué Tchuenté, A. T., Roujean, J.-L., Masson, V., Martin, E., and Le Moigne, P.: ECOCLIMAP-II/Europe: a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models, Geosci. Model Dev., 6, 563-582, doi:10.5194/gmd-6-563-2013, 2013.
21. Garrigues, S., Lacaze, R., Baret, F., Morisette, J. T., Weiss, M., Nickeson, J., Fernandes, R., Plummer, S., Shabanov, N. V., Myneni, R., Knyazikhin, Y., and Yang, W.: Validation and inter-comparison of global Leaf Area Index product derived from remote sensing data, J. Geophys. Res., 113, G02028, doi:10.1029/2007JG000635, 2008.
22. Garrigues, S., Olioso, A., Calvet, J. C., Martin, E., Lafont, S., Moulin, S., Chanzy, A., Marloie, O., Buis, S., Desfonds, V., Bertrand, N., and Renard, D.: Evaluation of land surface model simulations of evapotranspiration over a 12-year crop succession: impact of soil hydraulic and vegetation properties, Hydrol. Earth Syst. Sci., 19, 3109-3131, doi:10.5194/hess-19-3109-2015, 2015.
23. Ge, J., Qi, J., Lofgren, B. M., Moore, N., Torbick, N., and Olson, J. M.: Impacts of land use/ classification accuracy on regional climate simulations, J. Geophy. Res., 112, D05107, doi:10.1029/2006JD007404, 2007.
24. Geiger, B., Meurey, C., Lajas, D., Franchisteguy, L., Carrer, D., and Roujean, J.-L.: Near real-time provision of downwelling short-wave radiation estimates derived from satellite observations, Meteor. Appl., 15, 411-420, 2008.
25. Gibelin, A.-L., Calvet, J.-C., Roujean, J.-L., Jarlan, L., and Los, S. O.: Ability of the land surface model ISBA-A-gs to simulate leaf area index at the global scale: Comparison with satellites products, J. Geophys. Res., 111, 1-16, 2006.
26. Goudriaan, J., van Laar, H. H., van Keulen, H., and Louwerse, W.: Photosynthesis, CO 2 and plant production, in: Wheat Growth and Modelling, edited by: Day, W. and Atkin, R. K., NATO ASI Series, Plenum Press, New York, Series A, 86, 107-122, 1985.
27. Guillod, B. P., Davin, E. L., Kündig, C., Smiatek, G., and Seneviratne, S. I.: Impact of soil map specifications for European climate simulations, Clim. Dynam., 40, 123-141, doi:10.1007/s00382-012-1395-z, 2013.
28. Habets, F., Boone, A., Champeaux, J. L., Etchevers, P., Franchisteguy, L., Leblois, E., Ledoux, E., Moigne, P. L., Martin, E., Morel, S., Noilhan, J., and Viennot, P.: The SAFRAN-ISBA-MODCOU hydrometeorological model applied over France, J. Geophys. Res., 113, 1-18, 2008.
29. Jacobs, C. M. J., Van den Hurk, B. J. J. M., and De Bruin, H. A. R.: Stomatal behaviour and photosynthetic rate of unstressed grapevines in semi-arid conditions, Agr. Forest Meteorol., 80, 111-134, 1996.
30. King, D., Lebas, C., Jamagne, M., Hardy, R., and Daroussin, J.: Base de données géographiques des sols de France a l'échelle 1/1000000 (Geographical Soil Database for France at a scale of 1/1000000), Technical report, 100pp., Institut National de Recherches Agronomiques (INRA), orleans, France, available at: http://www.gissol.fr/programme/bdgsf/bdgsf.php, 1995.
31. Lafont, S., Zhao, Y., Calvet, J.-C., Peylin, P., Ciais, P., Maignan, F., and Weiss, M.: Modelling LAI, surface water and carbon fluxes at high-resolution over France: comparison of ISBA-A-gs and ORCHIDEE, Biogeosciences, 9, 439-456, doi:10.5194/bg-9-439-2012, 2012.
32. Leng, G., Huang, M., Tang, Q., Sacks, W. J., Lei, H., and Leung, L. R.: Modeling the effects of irrigation on land surface fluxes and states over the conterminous United States: Sensitivity to input data and model parameters, J. Geophys. Res. Atmos., 118, 9789-9803, doi:10.1002/jgrd.50792, 2013.
33. Maggioni, V., Anagnostou, E. N., and Reichle, R. H.: The impact of model and rainfall forcing errors on characterizing soil moisture uncertainty in land surface modeling, Hydrol. Earth Syst. Sci., 16, 3499-3515, doi:10.5194/hess-16-3499-2012, 2012.
34. Masson, V., Champeaux, J.-L., Chauvin, F., Meriguet, C., and Lacaze, R.: A global database of land surface parameters at 1-km resolution in meteorological and climate models, J. Climate, 16, 1261-1282, 2003.
35. Masson, V., Le Moigne, P., Martin, E., Faroux, S., Alias, A., Alkama, R., Belamari, S., Barbu, A., Boone, A., Bouyssel, F., Brousseau, P., Brun, E., Calvet, J.-C., Carrer, D., Decharme, B., Delire, C., Donier, S., Essaouini, K., Gibelin, A.-L., Giordani, H., Habets, F., Jidane, M., Kerdraon, G., Kourzeneva, E., Lafaysse, M., Lafont, S., Lebeaupin Brossier, C., Lemonsu, A., Mahfouf, J.-F., Marguinaud, P., Mokhtari, M., Morin, S., Pigeon, G., Salgado, R., Seity, Y., Taillefer, F., Tanguy, G., Tulet, P., Vincendon, B., Vionnet, V., and Voldoire, A.: The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes, Geosci. Model Dev., 6, 929-960, doi:10.5194/gmd-6-929-2013, 2013.
36. Miralles, D. G., De Jeu, R. A. M., Gash, J. H., Holmes, T. R. H., and Dolman, A. J.: Magnitude and variability of land evaporation and its components at the global scale, Hydrol. Earth Syst. Sci., 15, 967-981, doi:10.5194/hess-15-967-2011, 2011.
37. Noilhan, J. and Lacarrère, P.: GCM Grid-Scale Evaporation from Mesocale Modeling, J. Climate, 8, 206-223, 1994.
38. Noilhan, J. and Planton, S.: A simple parameterization of land surface processes for meteorological models, Mon. Weather Rev., 117, 536-549, 1989.
39. Noilhan, J. and Mahfouf, J.-F.: The ISBA land surface parameterisation scheme, Global Planet. Change, 13, 145-159, 1996.
40. Noilhan, J., Donier, S., Sarrat, C., and Moigne, P. L.: Regional-scale evaluation of a land surface scheme from atmospheric boundary layer observations, J. Geophys. Res., 116, 1-17, 2011.
41. Olioso, A., Inoue, Y., Ortega-FARIAS, S., Demarty, J., Wigneron, J.-P., Braud, I., Jacob, F., Lecharpentier, P., OttlÉ, C., Calvet, J.-C., and Brisson, N.: Future directions for advanced evapotranspiration modeling: Assimilation of remote sensing data into crop simulation models and SVAT models, Irrigat. Drain. Syst., 19, 377-412, 2005.
42. Olioso A., Lecerf R., Baillieux A., Chanzy A., Ruget F., Banton O., Lecharpentier P., Trolard F., and Cognard-Plancq A.-L.: Modelling of drainage and hay production over the Crau aquifer for analysing impact of global change on aquifer recharge, Procedia Environmental Sciences, 19, 69-700, 2013.
43. Ozdogan, M., Rodell, M., Beaudoing, H. K., and Toll, D. L.: Simulating the Effects of Irrigation over the United States in a Land Surface Model Based on Satellite-Derived Agricultural Data, J. Hydrometeorol., 11, 171-184, doi:10.1175/2009JHM1116.1, 2010.
44. Pijanowski, B., Moore, N., Mauree, D., and Niyogi, D.: Evaluating error propagation in coupled land-atmosphere models, Earth Interact., 15, 110812084039007, doi:10.1175/2011EI380.1, 2011.
45. Puma, M. J. and Cook, B. I.: Effects of irrigation on global climate during the 20th century, J. Geophys. Res., 115, D16120, doi:10.1029/2010JD014122, 2010.
46. Quintana-Seguí, P., Le Moigne, P., Durand, Y., Martin, E., Habets, F., Baillon, M., Canellas, C., Franchisteguy, L., and Morel, S.: Analysis of Near-Surface Atmospheric Variables: Validation of the SAFRAN Analysis over France, J. Appl. Meteorol. Climatol., 47, 92-107, 2008.
47. Ritter, B. and Geleyn, J.-F.: A comprehensive radiation scheme for numerical weather prediction models with potential applications in climate simulations, Mon. Weather Rev., 120, 303-325, 1992.
48. Schaap, M. G., Leij, F. J., and van Genuchten, M. T.: ROSETTA: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions, J. Hydrol., 251, 163-176, 2001.
49. Scharnagl, B., Vrugt, J. A., Vereecken, H., and Herbst, M.: Inverse modelling of in situ soil water dynamics: investigating the effect of different prior distributions of the soil hydraulic parameters, Hydrol. Earth Syst. Sci., 15, 3043-3059, doi:10.5194/hess-15-3043-2011, 2011.
50. Schneider, U., Becker, A., Finger, P., Meyer-Christoffer, A., Rudolf, B., and Ziese, M.: GPCC Full Data Reanalysis Version 6.0 at 0.5°: Monthly Land-Surface Precipitation from Rain-Gauges built on GTS-based and Historic Data, 2011.
51. Simmons, A. J., Willett, K. M., Jones, P. D., Thorne, P. W., and Dee, D. P.: Low-frequency variations in surface atmospheric humidity, temperature and precipitation: Inferences from reanalyses and monthly gridded observational data sets, J. Geophys. Res., 115, D01110, doi:10.1029/2009JD012442, 2010.
52. Smiatek, G., Helmert, J., and Gerstner, E.-M: Impact of land use and soil data specifications on COSMO-CLM simulations in the CORDEX-MED area, Meteorol. Z., doi:10.1127/metz/2015/0594, 2015.
53. Szczypta, C., Calvet, J.-C., Albergel, C., Balsamo, G., Boussetta, S., Carrer, D., Lafont, S., and Meurey, C.: Verification of the new ECMWF ERA-Interim reanalysis over France, Hydrol. Earth Syst. Sci., 15, 647-666, doi:10.5194/hess-15-647-2011, 2011.
54. Taylor, K. E.: Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res., 106, 7183-7192, 2001.
55. Teuling, A. J., Hirschi, M., Ohmura, A., Wild, M., Reichstein, M., Ciais, P., Buchmann, N., Ammann, C., Montagnani, L., Richardson, A. D., Wohlfahrt, G., and Seneviratne, S. I.: A regional perspective on trends in continental evaporation, Geophys. Res. Lett., 36, L02404, doi:10.1029/2008GL036584, 2009.
56. Vereecken, H., Maes, J., and Darius, P.: Estimating the soil moisture retention characteristic from texture, bulk density and carbon content, Soil Sci., 148, 389-403, 1989.
57. Vidal, J.-P., Martin, E., Franchistéguy, L., Habets, F., Soubeyroux, J.-M., Blanchard, M., and Baillon, M.: Multilevel and multiscale drought reanalysis over France with the Safran-Isba-Modcou hydrometeorological suite, Hydrol. Earth Syst. Sci., 14, 459-478, doi:10.5194/hess-14-459-2010, 2010a.
58. Vidal, J.-P., Martin, E., Franchistéguy, L., Baillon, M., and Soubeyroux, J.-M.: A 50-year high-resolution atmospheric reanalysis over France with the Safran system, Int. J. Climatol., 30, 1627-1644, 2010b.
59. Wang, A. and Zeng, X.: Evaluation of multireanalysis products with in situ observations over the Tibetan Plateau, J. Geophys. Res., 117, D05102, doi:10.1029/2011JD016553, 2012.
60. Zhao, T., Guo, W., and Fu, C.: Calibrating and Evaluating Reanalysis Surface Temperature Error by Topographic Correction, J. Climate, 21, 1440-1446, 2008.
61. Zhao, Y., Ciais, P., Peylin, P., Viovy, N., Longdoz, B., Bonnefond, J. M., Rambal, S., Klumpp, K., Olioso, A., Cellier, P., Maignan, F., Eglin, T., and Calvet, J. C.: How errors on meteorological variables impact simulated ecosystem fluxes: a case study for six French sites, Biogeosciences, 9, 2537-2564, doi:10.5194/bg-9-2537-2012, 2012.