Publications of Jakob Zscheischler

von Buttlar, J.; Zscheischler, J.; Rammig, A.; Sippel, S.; Reichstein, M.; Knohl, A.; Jung, M.; Menzer, O.; Arain, M. A.; Buchmann, N. et al.; 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.: 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), pp. 1293 - 1318 (2018)

Zscheischler, J.; Mahecha, M. D.; Avitabile, V.; Calle, L.; Carvalhais, N.; Ciais, P.; Gans, F.; Gruber, N.; Hartmann, J.; Herold, M. et al.; 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.: Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations. Biogeosciences 14 (15), pp. 3685 - 3703 (2017)

Frank, D.; Reichstein, M.; Bahn, M.; Frank, D.; Mahecha, M. D.; Smith, P.; Thonicke, K.; van der Velde, M.; Vicca, S.; Babst, F. et al.; Beer, C.; Buchmann, N.; Canadell, J. G.; Ciais, P.; Cramer, W.; Ibrom, A.; Miglietta, F.; Poulter, B.; Rammig, A.; Seneviratne, S. I.; Walz, A.; Wattenbach, M.; Zavala, M. A.; Zscheischler, J.: Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts. Global Change Biology 21, pp. 2861 - 2880 (2015)

Mooij, J. M.; Peters, J.; Janzing, D.; Zscheischler, J.; Schölkopf, B.: Distinguishing cause from effect using observational data: methods and benchmarks. Journal of Machine Learning Research 17, 32 (2015)

Sippel, S.; Zscheischler, J.; Heimann, M.; Otto, F. E.L.; Peters, J.; Mahecha, M. D.: Quantifying changes in climate variability and extremes: Pitfalls and their overcoming. Geophysical Research Letters 42 (22), pp. 9990 - 9998 (2015)

Whan, K.; Zscheischler, J.; Orth, R.; Shongwe, M.; Rahimi, M.; Asare, E. O.: Impact of soil moisture on extreme maximum temperatures in Europe. Weather and Climate Extremes 9, pp. 57 - 67 (2015)

Zscheischler, J.; Reichstein, M.; von Buttlar, J.; Mu, M.; Randerson, J. T.; Mahecha, M. D.: Carbon cycle extremes during the 21st century in CMIP5 models: Future evolution and attribution to climatic drivers. Geophysical Research Letters 41 (24), pp. 8853 - 8861 (2014)

Zscheischler, J.; Mahecha, M. D.; von Buttlar, J.; Harmeling, S.; Jung, M.; Rammig, A.; Randerson, T. J.; Schölkopf, B.; Seneviratne, I. S.; Tomelleri, E. et al.; Zaehle, S.; Reichstein, M.: A few extreme events dominate global interannual variability in gross primary production. Environmental Research Letters 9 (3), 035001 (2014)

Solly, E.; Schöning, I.; Boch, S.; Kandeler, E.; Marhan, S.; Michalzik, B.; Müller, J.; Zscheischler, J.; Trumbore, S. E.; Schrumpf, M.: Factors controlling decomposition rates of fine root litter in temperate forests and grasslands. Plant and Soil 382, pp. 203 - 218 (2014)

von Buttlar, J.; Zscheischler, J.; Mahecha, M. D.: An extended approach for spatiotemporal gapfilling: dealing with large and systematic gaps in geoscientific datasets. Nonlinear Processes in Geophysics 21, pp. 203 - 215 (2014)

Zscheischler, J.; Michalak, A. M.; Schwalm, C.; Mahecha, M. D.; Huntzinger, D. N.; Reichstein, M.; Berthier, G.; Ciais, P.; Cook, R. B.; El-Masri, B. et al.; Huang, M.; Ito, A.; Jain, A.; King, A.; Lei, H.; Lu, C.; Mao, J.; Peng, S.; Poulter, B.; Ricciuto, D.; Shi, X.; Tao, B.; Tian, H.; Viovy, N.; Wang, W.; Wei, Y.; Yang, J.; Zeng, N.: Impact of large-scale climate extremes on biospheric carbon fluxes: An intercomparison based on MsTMIP data. Global Biogeochemical Cycles 28 (6), pp. 585 - 600 (2014)

Zscheischler, J.; Reichstein, M.; Harmeling, S.; Rammig, A.; Tomelleri, E.; Mahecha, M. D.: Extreme events in gross primary production: a characterization across continents. Biogeosciences 11 (11), pp. 2909 - 2924 (2014)

Jung, M.; Zscheischler, J.: A guided hybrid genetic algorithm for feature selection with expensive cost functions. Procedia Computer Science 18, pp. 2337 - 2346 (2013)

Zscheischler, J.; Mahecha, M.D.; Harmeling, S.; Reichstein, M.: Detection and attribution of large spatiotemporal extreme events in Earth observation data. Ecological Informatics 15, pp. 66 - 73 (2013)

Reichstein, M.; Bahn, M.; Ciais, P.; Frank, D.; Mahecha, M. D.; Seneviratne, S. I.; Zscheischler, J.; Beer, C.; Buchmann, N.; Frank, D. C. et al.; Papale, D.; Smith, A. R. P.; Thonicke, K.; van der Velde, M.; Vicca, S.; Walz, A.; Wattenbach, M.: Climate extremes and the carbon cycle. Nature 500, pp. 287 - 295 (2013)

Janzing, D.; Mooij, J.; Zhang, K.; Lemeire, J.; Zscheischler, J.; Daniušis, P.; Steudel, B.; Schölkopf, B.: Information-geometric approach to inferring causal directions. Artificial Intelligence 182-183, pp. 1 - 31 (2012)

Zscheischler, J.; Mahecha, M. D.; Harmeling, S.: Climate classifications: the value of unsupervised clustering. Procedia Computer Science 9, pp. 897 - 906 (2012)

Camps-Valls, G.; Jung, M.; Ichii, K.; Papale, D.; Tramontana, G.; Bodesheim, P.; Schwalm, C.; Zscheischler, J.; Mahecha, M. D.; Reichstein, M.: Ranking drivers of global carbon and energy fluxes over land. In: IEEE International Symposium on Geoscience and Remote Sensing IGARSS, pp. 4416 - 4419. (2015)

Zscheischler, J.; Janzing, D.; Zhang, K.: Testing whether linear equations are causal: A free probability theory approach. In: Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI). AUAI Press. (2011)