Publications from FLUXCOM
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Jung, M., Schwalm, C., Migliavacca, M., Walther, S., Camps-Valls, G., Koirala, S., ... & Chevallier, F. (2020). Scaling carbon fluxes from eddy covariance sites to globe: Synthesis and evaluation of the FLUXCOM approach. Biogeosciences.
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Jung, 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.
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Walther, 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. https://doi.org/10.1029/2018GL080535
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Jung, M., Koirala, S., Weber, U., Ichii, K., Gans, F., Camps-Valls, G., Papale, D., Schwalm C. R., Tramontana, G., Reichstein, M. (2018), The FLUXCOM ensemble of global land-atmosphere energy fluxes, available as preprint in ArXiv.
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Koirala, S., et al. (2017), Global distribution of groundwater-vegetation spatial covariation, Geophys. Res. Lett., 44, doi:10.1002/2017GL072885.
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Jung, M., et al. Compensatory water effects link yearly global land CO2 sink changes to temperature, Nature, 541(7638), 516-520 (2017).
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Tramontana, G. et al. Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms. Biogeosciences 13, 4291-4313 (2016).
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Jung, M., and J. Zscheischler. A guided hybrid genetic algorithm for feature selection with expensive cost functions, Procedia Computer Science, 18, 2337 – 2346 (2013).
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Camps-Valls, G., Jung, M., Ichii, K., Papale, D., Tramontana, G., Bodesheim, P., Schwalm, C., Zscheischler, J., Mahecha, M., and Reichstein, M. Ranking drivers of global carbon and energy fluxes over land, Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International (2015).
Conference presentations related to FLUXCOM
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Jung, M., Ichii, K., Tramontana, G., Camps-Valls, G., Schwalm C. R., Papale, D., Reichstein, M., Gans, F., Weber, U., and the FLUXNET Team (2015), FLUXCOM - Overview and First Synthesis, AGU Fall Meeting, San Francisco, USA.
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Jung, M., Ichii, K., Camps-Valls, G., Papale, D., Tramontana, G., Gans, F., Weber, U., Sickert, S., Schwalm C. R., and Reichstein, M. (2014), An ensemble of global high-resolution products of energy fluxes over land, 7th International Scientific Conference on the Global Water and Energy Cycle, The Hague, The Netherlands.
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Tramontana, G. et al. (2014), FLUXCOM, towards an ensemble of improved global data-driven products: cross-validation at site level and global scale, Global Change Research Symposium, Ostuni, Italy.