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Catherine Ottlé

Cycles biogeochimiques
Inversion, assimilation, teledetection


CEA Centre de Saclay - Orme des Merisiers
Bât. 706, P. 33
91191 Gif-sur-Yvette cedex, FRANCE

Home    Publications     

Fonction / Position

        Directeur de Recherche CNRS

        Senior Scientist

Sujets de recherche / Research Interests

Formation / Education

Master of Science in Astrophysics (Pierre and Marie Curie University, 1981)

PhD in Climatology (Pierre and Marie Curie University, 1983)

HDR  (Denis Diderot University, 2000)


Publications scientifiques / Publications

André, C., J.P. Goutorbe, A. Perrier, F. Becker, P. Bessemoulin, P. Bougeault, Y. Brunet, W. Brutsaert, T. Carlson, R. Cuenca, J. Gash, J. Gelpe, P.H. Hildebrand, J.P. Lagouarde, C. Lloyd, L. Mahrt, P. Mascart, C. Mazaudier, J. Noilhan, C. Ottlé, M. Payen, T. Phulpin, R. Stull, J. Shuttleworth, T. Schmugge, O. Taconet, C. Tarrieu, R.M. Thepenier, C. Valencogne, D. Vidal-Madjar, and A. Weill, Evaporation over land-surfaces : First results from HAPEX-MOBILHY special observing period, Ann. Geophys., Atmos. Hydrospheres Space Sci., 6 (5), 477-492, 1988.


Ottlé, C., D. Vidal-Madjar, and G. Girard, Remote sensing applications to hydrological modeling, J. Hydrol., 105 (3/4), 369-384, 1989.


Sucksdorff, Y., and C. Ottlé, Application of satellite remote sensing to estimate areal evapotranspiration over a watershed, J. Hydrol., 121 (1-4), 321-333, 1990.


Ottlé, C., Y. Sucksdorff, and M. Ben Mehrez, Use of thermal infrared remote sensing for water budget studies, Adv. Space Res., 11 (3), 163-167, 1991.


Ottlé, C., and D. Vidal-Madjar, Estimation of land surface temperature with NOAA9 data, Remote, Sens. Environment, 40(1), 27-41, 1992.


Ottlé, C. and M. Stoll, Effect of atmospheric absorption and surface emissivity on the determination of land surface temperature from infrared satellite data, Int. J. Remote Sensing, 14(10), 2025-2037,1993.


Ottlé, C., and D. Vidal-Madjar, Assimilation of soil humidity inferred from infrared remote sensing in an hydrological model over HAPEX-MOBILHY region, J. Hydrol., 158,241-264, 1994.


François, C., and C. Ottlé, Estimation of the angular variation of the sea surface emissivity with the ATSR/ERS-1 data, Remote Sensing Env., 48 302-308, 1994.


Cognard, A.L., Loumagne, C., M. Normand, Ph. Olivier, C. Ottlé, D. Vidal-Madjar, and S. Louahala, Evaluation of the ERS-1/SAR capacity to estimate surface soil moisture - First results over the Naizin, Water Resour. Res., 31, 4, 975-982, 1995.


Prata, A. J., V. Caselles, C. Coll, J. Sobrino and C. Ottlé, Thermal remote sensing of land surface temperature from satellites : current status and future prospects, Remote Sensing Review 12 , 175-224 1995.


Loumagne, C., N. Chkir, M. Normand, C. Ottlé, and D. Vidal-Madjar, Introduction of the soil/vegetation/atmosphere continuum in a conceptual rainfall/runoff model, Hydrol. Science J., 41,(6),889-902, 1996.


François, C. and C. Ottlé, Atmospheric corrections in the thermal infrared : Global and water vapour dependent Split-Window algorithms. Application on ATSR data, IEEE Trans. Geosci. Remote Sen., 34, 2, 457-470, 1996.


François, C. , C. Ottlé and L. Prévot, Analytical parameterization of canopy directional emissivity and canopy directional radiance in the thermal infrared. Application on the retrieval of soil and foliage temperatures using two directional measurements. Part 1 : Theory, Int. J. Remote Sensing, 1997, 18,12, 2587-2621.


Ottlé, C. , S. Outalha, C. François and S. Le Maguer, Estimation of total water vapour content from Split-Window radiance measurements, Remote Sensing Env.,1997, 61, 3, 410-418.


Seguin, B., F. Becker, T. Phulpin, X.G. Gu, G. Guyot, Y. Kerr, C. King, J.P. Lagouarde, C. Ottlé, M.P. Stoll, A. Tabbagh, A. Vidal, IRSUTE : a mini satellite for land surface flux estimation from the local field to the regional scale, 1999, Remote Sensing Env., 68, 357-369.


Habets F., J. Noilhan, C. Golaz, J.P. Goutorbe, P. Lacarrère, E. Leblois, E. Ledoux, E. Martin, C. Ottlé and  D. Vidal-Madjar, 1999: The ISBA surface scheme in a macroscale hydrological model applied to the HAPEX-MOBILHY area: Part 1 Model and data base. Journal of Hydrology, 217, 75-96.


Habets F., J. Noilhan, C. Golaz, J.P. Goutorbe, P. Lacarrère, E. Leblois, E. Ledoux, E. Martin, C. Ottlé and  D. Vidal-Madjar, 1999: The ISBA surface scheme in a macroscale hydrological model, applied to the HAPEX-MOBILHY area: Part 2 Simulation of streamflows and of annual water budget. Journal of Hydrology, 217, 97-118.


Ottlé, C. and C. François, 1999, Further insights into the use of the Split-Window covariance technique for precipitable water retrieval, Remote Sens. Environ., 69,84-86.


Habets F., P. Etchevers, C. Golaz, E. Leblois, E. Ledoux, E. Martin, J. Noilhan and C. Ottlé, 2000: Simulation of the water budget and the river flows of the Rhone basin, Journal of Geophysical Research, 104, D24, 31,145-31,172.


Ottlé C. P. Etchevers, C. Golaz, F. Habets, J. Noilhan, E. Martin, E. Ledoux, E. Leblois , E. Sauquet, N. Amraoui, E. Artinian, J.L. Champeaux, C. Guérin, P. Lacarrère, P. Le Moigne, G.M. Saulnier, D. Thiéry, D. Vidal-Madjar, S. Voirin (2001). “The French Rhone program: Coupled modelisation (surface-atmosphere) of the water discharges, general presentation and objectives.” , Physics and Chemistry of the Earth, Vol 26/5-6, pp 443-453.


Le Hégarat-Mascle, S., M. Zribi, et C. Ottlé (2001), Quelques Applications de la Télédétection à la Physique des Surfaces Continentales, Annales des Télécommunications, 56(11-12):617-631, November-December 2001.


François C., C. Ottlé, A. Olioso, L. Prevot, N. Bruguier and Y. Ducros (2002). “Correction of silicon sensors albedo measurements using a canopy radiative transfer model.” Agronomie, 22, 611-619.


Olioso, A., Braud, I., Chanzy, A., Autret, H., Bethenot, O., Bonnefond, J. M., Calvet, J. C., Courault, D., Demarty, J., Ducros, Y., Gaudu, J. C., Gonzales-Sosa, E., Gouget, R., Jongschaap, R., Kerr, Y., Lagouarde, J. P., Laurent, J. P., Lewan, E., Marloie, O., Mc Anneney, J., Moulin, S., Ottlé, C., Prévot, L., Thony, J. L., Wigneron, J. P., and Zhao, W. 2002a. Monitoring energy and mass transfers during the Alpilles-ReSEDA experiment. Agronomie 22, 597-611.


Olioso, A., Braud, I., Chanzy, A., Courault, D., Demarty, Kergoat, L., Lewan, E., Ottlé, C., Prévot, L., Zhao, W., Calvet, J. C., P. Cayrol, R., Jongschaap, Moulin, S., J. Noilhan, Wigneron, J. P., 2002b. SVAT modeling over the alpilles-ReSeDA experiment : comparing SVAT models over wheat fields. Agronomie, 22, 651-669.


Demarty, J., C. Ottlé, I. Braud, J.P. Frangi (2002). “Sensitivity of SISPAT-RS simulated surface fluxes to Aerodynamic Resistance parameterization.”, Agronomie, 22, 641-651.


C. Ottlé, A. Quesney and S. LeHégarat-Mascle (2002), Discussion on the Integration of remote sensing data into hydrological models for reservoir management, Hydrological Sciences Journal, 47, (1), 1-5.


Le Hégarat-Mascle, S., D. Richard, et C. Ottlé (2003), Multiscale data fusion using Dempster-Schafer Evidence Theory, Journal of Integrated Computer-Aided Engineering, 10,9-22.


François Ch., Quesney A., and C. Ottlé, 2003, Sequential assimilation of SAR-ERS1 data into a coupled land surface-hydrological model using an Extended Kalman Filter, Journal of Hydrometeorology, 4, 2 pp. 473-487.


Zribi, M., S. LeHégarat, C. Ottlé, B. Kammoun and C. Guérin, 2003, Surface soil moisture estimation from the synergistic use of the multiincidence and multiresolution active microwave ERS Wind Scatterometer and SAR data, Remote Sensing of the Environment,5868, 1-12.


Mangeney A., D. Aubert, J. Demarty, C. Ottlé, I. Braud (2003). “Mesh size selection in a soil-biosphere-atmosphere transfer model.” Journal of Environmental Engineering & Science, 2, 77-81.


Demarty, J., Ottlé, C., Braud., I., Olioso, A., Frangi, J.P., Bastidas, L., and Gupta, H.V., 2004, Using a multiobjective sensitivity analysis to calibrate the SISPAT-RS model, Journal of Hydrology, 287 (2004), 214-236.


Demarty, J., C. Ottlé, I. Braud, A. Olioso, Frangi, J.P., Gupta, H.V., and Bastidas, L., 2005, Constraining a physically based SVAT model with surface water content and thermal infrared brightness temperature measurements using a multiobjective approach, Water Resource Research, 41, 1, W01011, 10.1029/2004WR003695.


Le Hégarat-Mascle, S., C. Ottlé and C. Guérin, 2005 : Land cover change detection at coarse spatial scales based on iterative estimation and previous state information, Remote Sensing of the Environment, 95 (2005), 464-479.


Coudert B., C. Ottlé, B. Boudevillain, P. Guillevic et J. Demarty, 2006 : Multi-objective calibration of a dual source SVAT model : contribution of thermal infrared remote sensing data. Journal of Hydrometeorology,Vol. 7, No. 3, pages 404–420.


Coudert, B. and C. Ottlé (2007), An improved SVAT model calibration strategy based on the optimisation of surface temperature temporal dynamics, Geophys. Res. Lett., 34, L04402, doi:10.1029/2006GL028778.


Kallel, A., S. LeHégarat_Mascle, C. Ottlé and L. Hubert-Moy, 2007 : FCover derivation based on SAIL-isoline parameterization, Remote Sensing of the Environment, 111(4): 553-566.


Zribi, M., S. Saux-Picart, C. André, L. Descroix, C. Ottlé, and A.Kallel, 2007, Soil moisture mapping based on ARSAR/ENVISAT radar data over a sahelian site, 2007, International Journal of Remote Sensing, 28:16, 3547-3565.


Coudert, B., C. Ottlé et X. Briottet, 2008 : Monitoring land surface processes with thermal infrared data: Calibration of SVAT parameters based on the optimization of diurnal surface temperature cycling features. Remote Sensing of Environment, 112 (2008) 872887.


Kallel, A., W. Verhoef, S. LeHégarat_Mascle, C. Ottlé and L. Hubert-Moy, 2008 : Canopy bidirectional reflectance calculation based on Adding method and SAIL formalism : AddingS/AddingSD, Remote Sensing of the Environment, 112, 3639-3655..


Kallel, A. Le Hégarat-Mascle, S., Hubert-Moy, L. and C. Ottlé, 2008, Fusion of vegetation indices using continuous belief functions and cautious-adaptive combination rule, IEEE Trans. Geosci. Remote Sen., 46(5), pp.1499-1512.


Saux-Picart, S., C. Ottlé, A. Perrier, B. Decharme, B. Coudert, M. Zribi, N. Boulain , B. Cappelaere, D. Ramier, 2009 : SEtHyS_Savannah : a multiple source land surface model applied to sahelian landscapes, Agricultural and Forest Meteorology, 149, 1421-1432.


Decharme, B., C. Ottlé, S. SauxPicart, N. Boulain B. Cappelaere, D. Ramier, M. Zribi, Transferability of the Noah-WRF meso-scale model in semiarid environments for hydrological applications, 2009, Advances in Meteorology, doi:10.1155/2009/731874.


Saux-Picart, S., Ottlé, C., Decharme, B., André, C., Zribi, M., Perrier, A., Coudert, B., Boulain, N., Cappelaere, B., Descroix, L., Ramier, D., Water and Energy budgets simulation over the AMMA-Niger super site spatially constrained with remote sensing data, Journal of Hydrology (2009), doi: 10.1016/j.jhydrol.2008.12.023


Cappelaere B., Descroix L., Lebel T., Boulain N., Ramier D., Laurent J.-P., Le Breton E., Mamadou I., Boubkraoui S., Bouzou Moussa I., Favreau G., Issoufou H.B.A., Nazoumou Y., Quantin G., Chaffard V., Ottlé C. , 2009. The AMMA-Catch experiment in the cultivated Sahelian area of south-west Niger - Strategy, implementation, site description, main results. Journal of Hydrology, AMMA-Catch special issue, 10.1016/j.jhydrol.2009.06.021.


Zribi, M., Pardé, M., P. deRosnay, F. Baup, L. Descroix, T. Pellarin, E. Mougin, C. Ottlé, B. Decharme, 2009, ERS Scatterometer surface soil moisture analysis of two sites in the south and north of the Sahel region of West Africa, Journal of Hydrology, 375, 1-2, 253-261.


Habets F., S. Gascoin, S. Korkmaz, D. Thièry, M. Zribi, C. Ottlé, N. Amraoui, M. Carli, A. Ducharne, E. Leblois, E. Ledoux, E. Martin, J. Noilhan, and P. Viennot:, 2010, Multi-model simulation of a major flood in the groundwater-fed basin of the Somme River (France), Hydrol. Earth Syst. Sci., 14, 99-117, 2010


Boone, A., P. de Rosnay, G. Balsamo, A. Beljaars, F. Chopin,, B. Decharme, C. Delire, A. Ducharne, S. Gascoin, F. Guichard, Y. Gusev, P. Harris, L. Jarlan, L. Kergoat, E. Mougin, O. Nasonova, A. Norgaard, T. Orgeval, C. Ottlé, I. Poccard-Leclercq, J. Polcher, I. Sandholt, S. Saux-Picart, C. M. Taylor, and Y. Xue, The AMMA Land Surface Model Intercomparison Project (ALMIP), Bull. Amer. Meteor. Soc., Volume 91, Issue 1 (January 2010) pp. 95-104.


Kergoat L, M. Grippa, A. Baille, L. Eymard, R. Lacaze, E. Mougin, C. Ottlé, T. Pellarin, J. Polcher, P. de Rosnay, J.L. Roujean, I. Sandholt, C. M. Taylor, I. Zin, M. Zribi. Remote sensing of the Land Surface during the African Monsoon Multidisciplinary Analysis (AMMA), Atmospheric Sciences, 12:, 129-134, 2011.


Grippa, M., L. Kergoat, F. Frappart, Q. Araud, A. Boone, P. de Rosnay, J.-M. Lemoine, S. Gascoin, G. Balsamo, C. Ottlé , B. Decharme, S.Saux-Picart, G. Ramillien, Land water storage variability over West Africa estimated by GRACE and land surface models, Water Resour. Res., in press.


Wang T., Ciais P., Piao S., Ottlé C., Brender P., Maignan F., Arain A., Gianelle D., Gu L., Lafleur P., Laurila T., Margolis H., Montagnani L., Moors E., Nobuko S., Vesala T., Wohlfahrt G., Reichstein M., Migliavacca M., Ammann C., Aubinet M., Barr A., Bernacchi C., Bernhofer C., Black T., Davis K., Dellwik E., Dragoni D., Don A., Flanagan L., Foken T., Granier A., Hadley J., Hirata R., Hollinger D., Kato T., Kutsch W., Marek M., Matamala R., Matteucci G., Meyers T., Monson R., Munger J., Oechel W., Paw K.T., Rebmann U.C., Tuba Z., Valentini R., Varlagin A., Verma S., 2010. Controls on winter ecosystem respiration at mid- and high-latitudes. Biogeosci. Discuss. 7, 6997-7027. 


Zin, I., Zribi, M., Ottlé, C., Hiernaux, P., Kergoat, L., Lacaze, R., Le Hégarat-Mascle, S., Sanou, B., André, C., Guibert, S., Saux-Picard, S., Dessay, N., Boulain, N., Cappelaere, B., Descroix, L., Galle, S., Peugeot, C., Seghieri, J., Séguis, L. 2008, Land cover assessment on the three AMMA experimental sites from SPOT/HRVIR data, submitted to Journal of Applied Earth Observation and Geoinformation, Special issue “Remote sensing for Africa”.


Kallel, A., C. Ottlé, S. LeHégarat, D. Courault, F. Maignan, 2013, Surface temperature downscaling from multi-resolution instruments based on MAP criterion and Markov models, IEEE Trans. Geosci. Remote Sen., vol.51, no.3, pp.1588-1612, March 2013, doi: 10.1109/TGRS.2012.2207461.


Wang T., Brender P., Ciais P., Piao S., Mahecha M.D., Chevallier F., Reichstein M. Ottlé C., Maignan F., Arain A., Bohrer G., Cescatti A., Kiely G., Law B.E., Lutz M., Montagnani L., Moors E., Osborne B., Panferov O., Papale D., Vaccari F.P., 2012. State-dependent errors in a land surface model across biomes inferred from eddy covariance observations on multiple timescales. Ecol. Model. 246, 11-25.


Bobée, C. , C. Ottlé, F. Maignan, N. de Noblet-Ducoudré, P. Maugis, A.M. Lézine, M. Ndiaye, 2012, Analysis of vegetation seasonality in Sahelian environments using MODIS LAI, in association with land cover and rainfall, Journal of Arid Environments, 84 (2012) 38-50.


LeHégarat, S. and C. Ottlé, Automatic detection of field furrows from Very High Resolution optical imagery, International Journal of Remote Sensing, 2012, DOI:10.1080/01431161.2012.716918.


Lagouarde, J.P. , M. Bach, J.A. Sobrino, G. Boulet, X. Briottet, S. Cherchali, B. Coudert, I. Dadou, G. Dedieu, P. Gamet, O. Hagolle, F. Jacob, F. Nerry, A. Olioso, C. Ottlé , J.L. Roujean, G. Fargant, The MISTIGRI project in the Thermal Infrared: scientific objectives and mission specifications, Int. Journal of Remote Sensing, 2012, DOI:10.1080/01431161.2012.716921.


Verhoef, A., C. Ottlé, B. Cappelaere ,T. Murray, S. Saux-Picart, M. Zribi, F. Maignan, N. Boulain, J. Demarty, and D. Ramier, Spatio-temporal surface soil heat flux estimates from satellite data; results for the AMMA experiment at the Fakara, Niger supersite, Agricultural Forest Meteorology, 154-155, 2012, 55-66.


Peng, S., S. Piao, P. Ciais, P. Friedlingstein, C. Ottlé, F.M. Bréon, H. Nan, L. Zhou, R. B. Myneni, Surface Urban Heat Island Across 419 Global Big Cities, Environmental Science and Technology, 2012, 46, 2, 696-703, 10;1021, DOI: 10.1021/es2030438.


Guillevic, P., J.L. Privette, B. Coudert, M.A. Palecki, J. Demarty, C. Ottlé, and J.A. Augustine,  Land Surface Temperature Product validation using NOAA’s Surface climate observation networks – Scaling Methodology for the Visible Infrared Imager Radiometer Suite (VIIRS), Remote Sensing of the Environment, 2012, 124, 282-298.


Peng, S., S. Piao, P. Ciais, P. Friedlingstein, C. Ottlé, F.M. Bréon, H. Nan, L. Zhou, R. B. Myneni, Response to Comment on “Surface Urban Heat Island Across 419 Global Big Cities”, Environmental Science and Technology, 2012, 46, 12, 6889-6890   DOI: 10.1021/es301811b.


Kallel, A., C. Ottlé, S. LeHégarat, D. Courault, F. Maignan, 2013, Surface temperature downscaling from multi-resolution instruments based on MAP criterion and Markov models, IEEE  Trans. Geosci. Remote Sen., vol.51, no.3, pp.1588-1612, March 2013, doi: 10.1109/TGRS.2012.2207461.


Wang, T, C. Ottlé, A. Boone, P. Ciais, E. Brun, S. Morin, G. Krinner and S. Piao, Evaluation of an improved intermediate complexity snow scheme in the ORCHIDEE land surface model, Journal of Geophysical Research,118, 6064-6079, doi:10.1002/jgrd.50395,2013.


Ottlé, C., J. Lescure, F. Maignan, B. Poulter, T. Wang, N. Delbart, Use of various Remote Sensing Land Cover products for PFT mapping over Siberia, Earth System Science Data, 5, 331–348, 2013,


Wang T., Ottlé C., Peng S., Janssens I.A., Lin X., Poulter B., Yue C., Ciais P., 2014.The influence of local spring temperature variance on temperature sensitivity of spring phenology, Global Change Biol. 20, 1473-1480.


Mechri, R., C. Ottlé, O. Pannekoucke and A. Kallel, 2014, Genetic Particle Filter application to Land Surface Temperature downscaling, Journal of Geophysical Research - Atmosphere, DOI: 10.1002/2013JD020354.


Chartin, C., Evrard, O., Onda, Y., Patin, J., Lefèvre, I., Ottlé, C., Ayrault, S., Lepage, H., Bonté, P., Tracking the early dispersion of contaminated sediment transported by rivers draining the Fukushima radioactive pollution plume. Anthropocene, 1, 23-34, 2013. 


Evrard, O., C. Chartin, Y. Onda, J. Patin, H. Lepage, I. Lefèvre, S. Ayrault, C. Ottlé, and P. Bonté, 2013. Evolution of radioactive dose rates in fresh sediment deposits along rivers draining Fukushima contamination plume", Nature, Scientific Reports, 3: 3079, DOI: 10.1038/srep03079.


André, C., C. Ottlé, A. Royer, F. Maignan, Land surface temperature retrieval over circumpolar Arctic using SSM/I–SSMIS and MODIS data, Remote Sensing of Environment, Volume 162, 1 June 2015, Pages 1-10, ISSN 0034-4257,


Dantec-Nédélec, S., C. Ottlé, T. Wang, F. Guglielmo, F. Maignan, N. Delbart, V. Valdayskikh, T. Radchenko, O. Nekrasova, V. Zakharov, J. Jouzel, Testing ORCHIDEE land surface model capability to simulate arctic shrub-tundra: sensitivity analysis and multi-site model calibration, submitted to JAMES Journal (May 2015).


Guglielmo, F.,  C. Risi, C. Ottlé, S. Dantec-Nédélec, T. Wang, C. André, F. Maignan, V. Valdaisevski, O. Nekrasova, V. Zakharov, J. Jouzel, Evaluation of ORCHIDEE in simulating the WSibIso experimental soil moisture, temperature and isotopic profiles, submitted to HESSD (May 2015).


Benavides Pinjosovsky, H.S., C. Ottlé, S. Thiria, J. Brajard, F. Bradran and P. Maugis, Land Surface Temperature Variational Assimilation within the ORCHIDEE Continental Surface model, submitted to Geoscience Model Development Discussion, July 2013.


Wang, T, S. Peng, G. Krinner, J. Ryder, Y. Li, S. Dantec-Nédélec, C. Ottlé, Impacts of satellite-based snow albedo assimilation on offline and coupled land surface model simulations, in revision for PLOS ONE.


Wang, T, Peng, S., C. Ottlé, P. Ciais, Spring snow cover deficit controlled by intraseasonal variability of the surface energy fluxes, Environmental Research Letters, 10 024018 doi:10.1088/1748-9326/10/2/024018.


Ryder, J., J. Polcher, C. Ottlé, P. Peylin, Y. Chen, E. van Gorsel, V. Haverd, M. J. McGrath, K. Naudts, J. Otto, A. Valade and S. Luyssaert A multi-layer land surface energy budget model for implicit coupling with a global atmospheric circulation model, submitted to Geoscience Model Development Discussion, Octobre 2014 (in revision for GMD).


Mechri, R., C. Ottlé, O. Pannekoucke, A. Kallel, F. Maignan, D. Courault and I. Trigo, Downscaling of Meteosat Land Surface Temperature over an heterogeneous landscape using a data assimilation approach, submitted to Remote Sensing.


Zhu, D., Peng, S. S., Ciais, P., Viovy, N., Druel, A., Kageyama, M., Krinner, G., Peylin, P., Ottlé, C., Piao, S. L., Poulter, B., Schepaschenko, D., and Shvidenko, A.: Improving the dynamics of Northern Hemisphere high-latitude vegetation in the ORCHIDEE ecosystem model, Geosci. Model Dev., 8, 2263-2283, doi:10.5194/gmd-8-2263-2015, 2015.


Poulter, B., N. MacBean, A. Hartley, I. Khlystova, R. Betts, S. Bontemps, M. Boettcher, C. Brockmann, P. Defourny, S. Hagemann, M. Herold, G. Kirches, C. Lamarche, D. Lederer, C. Ottlé, M. Peters and P. Peylin, Plant functional type classification for Earth System Models: Results from the European Space Agency’s Land Cover Climate Change Initiative, Earth System Science Data Disc., 8, 429-462, 2015.(accepted for publication in ESSD)




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