Max Planck Gesellschaft

Martin Jung

Scientist, Leader of the Global Diagnostics Ecohydrological and Biogeochemical Modelling group
room: C 1.004 (tower)
phone: +49 3641 576261
email: Martin.Jung(at)bgc-jena.mpg.de


Research Interests

  • the terrestrial carbon and water cycle
  • the combined usage of in-situ measurements, satellite data, and models to better understand and quantify biogeochemical fluxes
  • data mining tools
  • pattern oriented evaluation of biogeochemical models

Publications

1Jung, M., Schwalm, C., Migliavacca, M., Walther, S., Camps-Valls, G., Koirala, S., Anthoni, P., Besnard, S., Bodesheim, P., Carvalhais, N., Chevallier, F., Gans, F., Goll, D. S., Haverd, V., Koehler, P., Ichii, K., Jain, A. K., Liu, J., Lombardozzi, D., Nabel, J. E. M. S., Nelson, J. A., O’Sullivan, M., Pallandt, M., Papale, D., Peters, W., Pongratz, J., Rödenbeck, C., Sitch, S., Tramontana, G., Walker, A., Weber, U., Reichstein, M. (2020). Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach. Biogeosciences, 17(5), 1343-1365. doi:10.5194/bg-17-1343-2020.
2Kraft, B., Jung, M., Körner, M., Reichstein, M. (2020). Hybrid modeling: Fusion of a deep approach and physics-based model for global hydrological modeling. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2020, 1537-1544. doi:10.5194/isprs-archives-XLIII-B2-2020-1537-2020.
3Liu, J., Ma, X., Duan, Z., Jiang, J., Reichstein, M., Jung, M. (2020). Impact of temporal precipitation variability on ecosystem productivity. Wiley Interdisciplinary Reviews Water, e1481. Retrieved from https://onlinelibrary.wiley.com/doi/full/10.1002/wat2.1481.
4Luo, Y., El-Madany, T. S., Ma, X., Nair, R. K. F., Jung, M., Weber, U., Filippa, G., Bucher, S. F., Moreno, G., Cremonese, E., Carrara, A., Gonzalez-Cascon, R., Escudero, Y. C., Galvagno, M., Pacheco-Labrador, J., Martín, M. P., Perez-Priego, O., Reichstein, M., Richardson, A. D., Menzel, A., Römermann, C., Migliavacca, M. (2020). Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem. Global Change Biology, 26(8), 4379-4400. doi:10.1111/gcb.15138.
5Mahecha, M. D., Gans, F., Brandt, G., Christiansen, R., Cornell, S. E., Fomferra, N., Kraemer, G., Peters, J., Bodesheim, P., Camps-Valls, G., Donges, J. F., Dorigo, W., Estupiñan-Suarez, L., Gutierrez-Velez, V. H., Gutwin, M., Jung, M., Londoño, M. C., Miralles, D. G., Papastefanou, P., Reichstein, M. (2020). Earth system data cubes unravel global multivariate dynamics. Earth System Dynamics, 11(1), 201-234. doi:10.5194/esd-11-201-2020.
6Nelson, J. A., Pérez-Priego, O., Zhou, S., Poyatos, R., Zhang, Y., Blanken, P. D., Gimeno, T. E., Wohlfahrt, G., Desai, A. R., Gioli, B., Limousin, J., Bonal, D., Paul-Limoges, E., Scott, R. L., Varlagin, A., Fuchs, K., Montagnani, L., Wolf, S., Delpierre, N., Berveiller, D., Gharun, M., Marchesini, L. B., Gianelle, D., Šigut, L., Mammarella, I., Siebicke, L., Black, T. A., Knohl, A., Hörtnagl, L., Magliulo, V., Besnard, S., Weber, U., Carvalhais, N., Migliavacca, M., Reichstein, M., Jung, M. (2020). Ecosystem transpiration and evaporation: Insights from three water flux partitioning methods across FLUXNET sites. Global Change Biology. doi:10.1111/gcb.15314.
7Orth, R., Destouni, G., Jung, M., Reichstein, M. (2020). Large-scale biospheric drought response intensifies linearly with drought duration in arid regions. Biogeosciences, 17(9), 2647-2656. doi:10.5194/bg-17-2647-2020.
8Tramontana, G., Migliavacca, M., Jung, M., Reichstein, M., Keenan, T. F., Camps-Valls, G., Ogee, J., Verrelst, J., Papale, D. (2020). Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks. Global Change Biology, 26(9), 5235-5253. doi:10.1111/gcb.15203.
9Besnard, S., Carvalhais, N., Arain, M. A., Black, A., Brede, B., Buchmann, N., Chen, J., Clevers, J. G. P. W., Dutrieux, L. P., Gans, F., Herold, M., Jung, M., Kosugi, Y., Knohl, A., Law, B. E., Paul-Limoges, E., Lohila, A., Merbold, L., Roupsard, O., Valentini, R., Wolf, S., Zhang, X., Reichstein, M. (2019). Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests. PLoS One, 14(2): e0211510. doi:10.1371/journal.pone.0211510.
10Boese, S., Jung, M., Carvalhais, N., Teuling, A. J., Reichstein, M. (2019). Carbon–water flux coupling under progressive drought. Biogeosciences, 16(13), 2557-2572. doi:10.5194/bg-16-2557-2019.
11Jung, M., Koirala, S., Weber, U., Ichii, K., Gans, F., Camps-Valls, G., Papale, D., Schwalm, C., Tramontana, G., Reichstein, M. (2019). The FLUXCOM ensemble of global land-atmosphere energy fluxes. Scientific Data, 6: 74. doi:10.1038/s41597-019-0076-8.
12Kraft, B., Jung, M., Körner, M., Requena Mesa, C., Cortés, J., Reichstein, M. (2019). Identifying dynamic memory effects on vegetation state using recurrent neural networks. Frontiers in Big Data, 2: 31. doi:10.3389/fdata.2019.00031.
13Reichstein, M., Camps-Valls, G., Stevens, B., Jung, M., Denzler, J., Carvalhais, N., Prabhat (2019). Deep learning and process understanding for data-driven Earth system science. Nature, 566(7743), 195-204. doi:10.1038/s41586-019-0912-1.
14Stoy, P. C., El-Madany, T. S., Fisher, J. B., Gentine, P., Gerken, T., Good, S. P., Klosterhalfen, A., Liu, S., Miralles, D. G., Perez-Priego, O., Rigden, A. J., Skaggs, T. H., Wohlfahrt, G., Anderson, R. G., Coenders-Gerrits, A. M. J., Jung, M., Maes, W. H., Mammarella, I., Mauder, M., Migliavacca, M., Nelson, J. A., Poyatos, R., Reichstein, M., Scott, R. L., Wolf, S. (2019). Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities. Biogeosciences, 16(19), 3747-3775. doi:10.5194/bg-16-3747-2019.
15Tautenhahn, S., Grün-Wenzel, C., Jung, M., Higgins, S., Römermann, C. (2019). On the relevance of intraspecific trait variability—A synthesis of 56 dry grassland sites across Europe. Flora, 254, 161-172. doi:10.1016/j.flora.2019.03.002.
16Teubner, I. E., Forkel, M., Camps-Valls, G., Jung, M., Miralles, D. G., Tramontana, G., van der Schalie, R., Vreugdenhil, M., Mösinger, L., Dorigo, W. A. (2019). A carbon sink-driven approach to estimate gross primary production from microwave satellite observations. Remote Sensing of Environment, 229, 100-113. doi:10.1016/j.rse.2019.04.022.
17Walther, S., Duveiller, G., Jung, M., Guanter, L., Cescatti, A., Camps-Valls, G. (2019). Satellite observations of the contrasting response of trees and grasses to variations in water availability. Geophysical Research Letters, 46(3), 1429-1440. doi:10.1029/2018GL080535.
18Besnard, S., Carvalhais, N., Arain, A., Black, A., de Bruin, S., Buchmann, N., Cescatti, A., Chen, J., Clevers, J. G. P. W., Desai, A. R., Gough, C. M., Havrankova, K., Herold, M., Hörtnagl, L., Jung, M., Knohl, A., Kruijt, B., Krupkova, L., Law, B. E., Lindroth, A., Noormets, A., Roupsard, O., Steinbrecher, R., Varlagin, A., Vincke, C., Reichstein, M. (2018). Quantifying the effect of forest age in annual net forest carbon balance. Environmental Research Letters, 13: 124018. doi:10.1088/1748-9326/aaeaeb.
19Bodesheim, P., Jung, M., Gans, F., Mahecha, M. D., Reichstein, M. (2018). Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product. Earth System Science Data, 10, 1327-1365. doi:10.5194/essd-10-1327-2018.
20Joiner, J., Yoshida, Y., Zhang, Y., Duveiller, G., Jung, M., Lyapustin, A., Wang, Y., Tucker, C. J. (2018). Estimation of terrestrial global gross primary production (GPP) with satellite data-driven models and eddy covariance flux data. Remote Sensing, 10(9): 1346. doi:10.3390/rs10091346.
21Nelson, J. A., Carvalhais, N., Cuntz, M., Delpierre, N., Knauer, J., Oge, J., Migliavacca, M., Reichstein, M., Jung, M. (2018). Coupling water and carbon fluxes to constrain estimates of transpiration: the TEA algorithm. Journal of Geophysical Research: Biogeosciences, 123(12), 3617-3632. doi:10.1029/2018JG004727.
22Nelson, J. A., Carvalhais, N., Migliavacca, M., Reichstein, M., Jung, M. (2018). Water-stress-induced breakdown of carbon–water relations: indicators from diurnal FLUXNET patterns. Biogeosciences, 15(8), 2433-2447. doi:10.5194/bg-15-2433-2018.
23Reichstein, M., Besnard, S., Carvalhais, N., Gans, F., Jung, M., Kraft, B., Mahecha, M. D. (2018). Modelling landsurface time-series with recurrent neural nets. In 2018 IEEE International geoscience and remote sensing symposium (IGARSS) (pp. 7640-7643). 2018: Valencia. doi:10.1109/IGARSS.2018.8518007.
24Sun, Y., Frankenberg, C., Jung, M., Joiner, J., Guanter, L., Kohler, P., Magney, T. (2018). Overview of Solar-Induced chlorophyll Fluorescence (SIF) from the orbiting carbon observatory-2: Retrieval, cross-mission comparison, and global monitoring for GPP. Remote Sensing of Environment, 209, 808-823. doi:10.1016/j.rse.2018.02.016.
25Teubner, I. E., Forkel, M., Jung, M., Liu, Y. Y., Miralles, D. G., Parinussa, R., van der Schalie, R., Vreugdenhil, M., Schwalm, C. R., Tramontana, G., Camps-Valls, G., Dorigo, W. A. (2018). Assessing the relationship between microwave vegetation optical depth and gross primary production. International Journal of Applied Earth Observation and Geoinformation, 65, 79-91. doi:10.1016/j.jag.2017.10.006.
26Trautmann, T., Koirala, S., Carvalhais, N., Eicker, A., Fink, M., Niemann, C., Jung, M. (2018). Understanding terrestrial water storage variations in northern latitudes across scales. Hydrology and Earth System Sciences, 22(7), 4061-4082. doi:10.5194/hess-22-4061-2018.
27Vaglio Laurin, G., Vittucci, C., Tramontana, G., Bodesheim, P., Ferrazzoli, P., Guerriero, L., Jung, M., Mahecha, M. D., Papale, D. (2018). SMOS vegetation optical depth and ecosystem functional properties: Exploring their relationships in tropical forests. In IEEE International Geoscience and Remote Sensing Symposium 2018 (pp. 5891-5894).
28von Buttlar, J., Zscheischler, J., Rammig, A., Sippel, S., Reichstein, M., Knohl, A., Jung, M., Menzer, O., Arain, M. A., Buchmann, N., Cescatti, A., Gianelle, D., Kieley, G., Law, B. E., Magliulo, V., Margolis, H., McCaughey, H., Merbold, L., Migliavacca, M., Montagnani, L., Oechel, W., Pavelka, M., Peichl, M., Rambal, S., Raschi, A., Scott, R. L., Vaccari, F. P., van Gorsel, E., Varlagin, A., Wohlfahrt, G., Mahecha, M. D. (2018). Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones. Biogeosciences, 15(5), 1293-1318. doi:10.5194/bg-15-1293-2018.
29Walther, S., Guanter, L., Heim, B., Jung, M., Duveiller, G., Wolanin, A., Sachs, T. (2018). Assessing the dynamics of vegetation productivity in circumpolar regions with different satellite indicators of greenness and photosynthesis. Biogeosciences, 15(20), 6221-6256. doi:10.5194/bg-15-6221-2018.
30Boese, S., Jung, M., Carvalhais, N., Reichstein, M. (2017). The importance of radiation for semiempirical water-use efficiency models. Biogeosciences, 14(12), 3015-3026. doi:10.5194/bg-14-3015-2017.
31Ilie, I., Dittrich, P., Carvalhais, N., Jung, M., Heinemeyer, A., Migliavacca, M., Morison, J. I. L., Sippel, S., Subke, J.-A., Wilkinson, M., Mahecha, M. D. (2017). Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming. Geoscientific Model Development, 10(9), 3519-3545. doi:10.5194/gmd-10-3519-2017.
32Jung, M., Reichstein, M., Schwalm, C. R., Huntingford, C., Sitch, S., Ahlström, A., Arneth, A., Camps-Valls, G., Ciais, P., Friedlingstein, P., Gans, F., Ichii, K., Jain, A. K., Kato, E., Papale, D., Poulter, B., Raduly, B., Rödenbeck, C., Tramontana, G., Viovy, N., Wang, Y.-P., Weber, U., Zaehle, S., Zeng, N. (2017). Compensatory water effects link yearly global land CO2 sink changes to temperature. Nature, 541(7638), 516-520. doi:10.1038/nature20780.
33Koirala, S., Jung, M., Reichstein, M., de Graaf, I. E. M., Camps-Valls, G., Ichii, K., Papale, D., Raduly, B., Schwalm, C. R., Tramontana, G., Carvalhais, N. (2017). Global distribution of groundwater-vegetation spatial covariation. Geophysical Research Letters, 44(9), 4134-4142. doi:10.1002/2017GL072885.
34Perez-Priego, O., El-Madany, T. S., Migliavacca, M., Kowalski, A. S., Jung, M., Carrara, A., Kolle, O., Martín, M. P., Pacheco-Labrador, J., Moreno, G., Reichstein, M. (2017). Evaluation of eddy covariance latent heat fluxes with independent lysimeter and sapflow estimates in a Mediterranean savannah ecosystem. Agricultural and Forest Meteorology, 236, 87-99. doi:10.1016/j.agrformet.2017.01.009.
35Sun, Y., Frankenberg, C., Wood, J. D., Schimel, D. S., Jung, M., Guanter, L., Drewry, D. T., Verma, M., Porcar-Castell, A., Griffis, T. J., Gu, L., Magney, T. S., Köhler, P., Evans, B., Yuen, K. (2017). OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence. Science, 358(6360): eaam5747. doi:10.1126/science.aam5747.
36Zscheischler, J., Mahecha, M. D., Avitabile, V., Calle, L., Carvalhais, N., Ciais, P., Gans, F., Gruber, N., Hartmann, J., Herold, M., Ichii, K., Jung, M., Landschützer, P., Laruelle, G. G., Lauerwald, R., Papale, D., Peylin, P., Poulter, B., Ray, D., Regnier, P., Rödenbeck, C., Roman-Cuesta, R. M., Schwalm, C., Tramontana, G., Tyukavina, A. T., Valentini, R., van der Werf, G., West, T. O., Wolf, J. E., Reichstein, M. (2017). Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations. Biogeosciences, 14(15), 3685-3703. doi:10.5194/bg-14-3685-2017.
37Jones, C. D., Arora, V., Friedlingstein, P., Bopp, L., Brovkin, V., Dunne, J., Graven, H., Hoffman, F., Ilyina, T., John, J. G., Jung, M., Kawamiya, M., Koven, C., Pongratz, J., Raddatz, T., Randerson, J., Zaehle, S. (2016). C4MIP – The Coupled Climate–Carbon Cycle Model Intercomparison project: experimental protocol for CMIP6. Geoscientific Model Development, 9(8), 2853-2880. doi:10.5194/gmd-9-2853-2016.
38Michel, D., Jiménez, C., Miralles, D. G., Jung, M., Hirschi, M., Ershadi, A., Martens, B., McCabe, M. F., Fisher, J. B., Mu, Q., Seneviratne, S. I., Wood, E. F., Fernández-Prieto, D. (2016). TheWACMOS-ET project – Part 1: Tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms. Hydrology and Earth System Sciences, 20(2), 803-822. doi:10.5194/hess-20-803-2016.
39Miralles, D. G., Jimenez, C., Jung, M., Michel, D., Ershadi, A., McCabe, M. F., Hirschi, M., Martens, B., Dolman, A. J., Fisher, J. B., Mu, Q., Seneviratne, S. I., Wood, E. F., Fernandez-Prieto, D. (2016). The WACMOS-ET project - Part 2: Evaluation of global terrestrial evaporation data sets. Hydrology and Earth System Sciences, 20(2), 823-842. doi:10.5194/hess-20-823-2016.
40Tautenhahn, S., Lichstein, J. W., Jung, M., Kattge, J., Bohlman, S. A., Heilmeier, H., Prokushkin, A., Kahl, A., Wirth, C. (2016). Dispersal limitation drives successional pathways in Central Siberian forests under current and intensified fire regimes. Global Change Biology, 22(6), 2178-2197. doi:10.1111/gcb.13181.
41Tramontana, G., Jung, M., Schwalm, C. R., Ichii, K., Camps-Valls, G., Ráduly, B., Reichstein, M., Arain, M. A., Cescatti, A., Kiely, G., Merbold, L., Serrano-Ortiz, P., Sickert, S., Wolf, S., Papale, D. (2016). Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms. Biogeosciences, 13(14), 4291-4313. doi:10.5194/bg-13-4291-2016.
42Walther, S., Voigt, M., Thum, T., Gonsamo, A., Zhang, Y., Köhler, P., Jung, M., Varlagin, A., Guanter, L. (2016). Satellite chlorophyll fluorescence measurements reveal large-scale decoupling of photosynthesis and greenness dynamics in boreal evergreen forests in spring. Global Change Biology, 22(9), 2979-2996. doi:10.1111/gcb.13200.
43Ahlström, A., Raupach, M. R., Schurgers, G., Smith, B., Arneth, A., Jung, M., Reichstein, M., Canadell, J. G., Friedlingstein, P., Jain, A. K., Kato, E., Poulter, B., Sitch, S., Stocker, B. D., Viovy, N., Wang, Y. P., Wiltshire, A., Zaehle, S., Zeng, N. (2015). The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink. Science, 348(6237), 895-899. doi:10.1126/science.aaa1668.
44Camps-Valls, G., Jung, M., Ichii, K., Papale, D., Tramontana, G., Bodesheim, P., Schwalm, C., Zscheischler, J., Mahecha, M. D., Reichstein, M. (2015). Ranking drivers of global carbon and energy fluxes over land. In IEEE International Symposium on Geoscience and Remote Sensing IGARSS (pp. 4416-4419).
45Koster, R. D., Salvucci, G. D., Rigden, A. J., Jung, M., Collatz, G. J., Schubert, S. D. (2015). The pattern across the continental United States of evapotranspiration variability associated with water availability. Frontiers in Earth Science, 3: 35. doi:10.3389/feart.2015.00035.
46Papale, D., Black, T. A., Carvalhais, N., Cescatti, A., Chen, J., Jung, M., Kiely, G., Lasslop, G., Mahecha, M. D., Margolis, H., Merbold, L., Montagnani, L., Moors, E., Olesen, J. E., Reichstein, M., Tramontana, G., van Gorsel, E., Wohlfahrt, G., Ráduly, B. (2015). Effect of spatial sampling from European flux towers for estimating carbon and water fluxes with artificial neural networks. Journal of Geophysical Research: Biogeosciences, 120(10), 1941-1957. doi:10.1002/2015JG002997.
47Schultz, M., Tsendbazar, N. E., Herold, M., Jung, M., Mayaux, P., Goehmann, H. (2015). Utilizing the global land cover 2000 reference dataset for a comparative accuracy assessment of 1 km global land cover maps. In G. Schreier, P. E. Skrovseth, H. Staudenrausch (Eds.), International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences (pp. 503-510).
48Buermann, W., Parida, B., Jung, M., MacDonald, G. M., Tucker, C. J., Reichstein, M. (2014). Recent shift in Eurasian boreal forest greening response may be associated with warmer and drier summers. Geophysical Research Letters, 41(6), 1995-2002. doi:10.1002/2014GL059450.
49Carvalhais, N., Forkel, M., Khomik, M., Bellarby, J., Jung, M., Migliavacca, M., Mu, M., Saatchi, S., Santoro, M., Thurner, M., Weber, U., Ahrens, B., Beer, C., Cescatti, A., Randerson, J. T., Reichstein, M. (2014). Global covariation of carbon turnover times with climate in terrestrial ecosystems. Nature, 514, 213-217. doi:10.1038/nature13731.
50Guanter, L., Zhang, Y., Jung, M., Joiner, J., Voigt, M., Berry, J. A., Frankenberg, C., Huete, A. R., Zarco-Tejada, P., Lee, J.-E., Moran, M. S., Ponce-Campos, G., Beer, C., Camps-Valls, G., Buchmann, N., Gianelle, D., Klumpp, K., Cescatti, A., Baker, J. M., Griffis, a. T. J. (2014). Reply to Magnani et al.: Linking large-scale chlorophyll fluorescence observations with cropland gross primary production. Proc.Natl.Acad.Sci.USA, 111(25): E2511. doi:10.1073/pnas.1406996111.
51Guanter, L., Zhang, Y., Jung, M., Joiner, J., Voigt, M., Berry, J. A., Frankenberg, C., Huete, A. R., Zarco-Tejada, P., Lee, J.-E., Moran, M. S., Ponce-Campos, G., Beer, C., Camps-Valls, G., Buchmann, N., Gianelle, D., Klumpp, K., Cescatti, A., Baker, J. M., Griffis, T. J. (2014). Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence. Proc.Natl.Acad.Sci.USA, 111(14), E1327-E1333. doi:10.1073/pnas.1320008111.
52Joiner, J., Yoshida, Y., Vasilkov, A., Schaefer, K., Jung, M., Guanter, L., Zhang, Y., Garrity, S., Middleton, E. M., Huemmrich, K. F., Gu, L., Marchesini, L. B. (2014). The seasonal cycle of satellite chlorophyll fluorescence observations and its relationship to vegetation phenology and ecosystem atmosphere carbon exchange. Remote Sensing of Environment, 152, 375-391. doi:10.1016/j.rse.2014.06.022.
53Traore, A. K., Ciais, P., Vuichard, N., MacBean, N., Dardel, C., Poulter, B., Piao, S., Fisher, J. B., Viovy, N., Jung, M., Myneni, R. (2014). 1982–2010 Trends of light use efficiency and inherent water use efficiency in African vegetation: sensitivity to climate and atmospheric CO2 concentrations. Remote Sensing, 6, 8923-8944. doi:10.3390/rs6098923.
54Traore, A. K., Ciais, P., Vuichard, N., Poulter, B., Viovy, N., Guimberteau, M., Jung, M., Myneni, R., Fisher, J. B. (2014). Evaluation of the ORCHIDEE ecosystem model over Africa against 25 years of satellite-based water and carbon measurements. Journal of Geophysical Research: Biogeosciences, 119(8), 1554-1575. doi:10.1002/2014JG002638.
55Valentini, R., Arneth, A., Bombelli, A., Castaldi, S., Cazzolla Gatti, R., Chevallier, F., Ciais, P., Grieco, E., Hartmann, J., Henry, M., Houghton, R. A., Jung, M., Kutsch, W. L., Malhi, Y., Mayorga, E., Merbold, L., Murray-Tortarolo, G., Papale, D., Peylin, P., Poulter, B., Raymond, P. A., Santini, M., Sitch, S., Vaglio Laurin, G., van der Werf, G. R., Williams, C. A., Scholes, R. J. (2014). A full greenhouse gases budget of Africa: synthesis, uncertainties, and vulnerabilities. Biogeosciences, 11, 381-407. doi:10.5194/bg-11-381-2014.
56Yuan, W., Cai, W., Xia, J., Chen, J., Liu, S., Dong, W., Merbold, L., Law, B., Arain, A., Beringer, J., Bernhofer, C., Black, A., Blanken, P. D., Cescatti, A., Chen, Y., Francois, L., Gianelle, D., Janssens, I. A., Jung, M., Kato, T., Kiely, G., Liu, D., Marcolla, B., Montagnani, L., Raschi, A., Roupsard, O., Varlagin, A., Wohlfahrt, G. (2014). Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the La Thuile database. Agricultural and Forest Meteorology, 192-193, 108-120. doi:10.1016/j.agrformet.2014.03.007.
57Zscheischler, J., Mahecha, M. D., von Buttlar, J., Harmeling, S., Jung, M., Rammig, A., Randerson, T. J., Schölkopf, B., Seneviratne, I. S., Tomelleri, E., Zaehle, S., Reichstein, M. (2014). A few extreme events dominate global interannual variability in gross primary production. Environmental Research Letters, 9(3): 035001. doi:10.1088/1748-9326/9/3/035001.
58Anav, A., Friedlingstein, P., Kidston, M., Bopp, L., Ciais, P., Cox, P., Jones, C., Jung, M., Myneni, R., Zhu, Z. (2013). Evaluating the land and ocean components of the global carbon cycle in the CMIP5 earth system models. Journal of Climate, 26(18), 6801-6843. doi:10.1175/JCLI-D-12-00417.1.
59Buermann, W., Bikash, P. R., Jung, M., Burn, D. H., Reichstein, M. (2013). Earlier springs decrease peak summer productivity in North American boreal forests. Environmental Research Letters, 8(2): 024027. doi:10.1088/1748-9326/8/2/024027.
60Jung, M., Tautenhahn, S., Wirth, C., Kattge, J. (2013). Estimating basal area of spruce and fir in post-fire residual stands in Central Siberia using Quickbird, feature selection, and Random Forests. Procedia Computer Science, 18, 2386-2395. doi:10.1016/j.procs.2013.05.410.
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