Jakob Zscheischler
Jakob Zscheischler
Climate and Environmental Physics, University of Bern
Bestätigte E-Mail-Adresse bei climate.unibe.ch
TitelZitiert vonJahr
Climate extremes and the carbon cycle
M Reichstein, M Bahn, P Ciais, D Frank, MD Mahecha, SI Seneviratne, ...
Nature 500 (7462), 287, 2013
7122013
Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts
D Frank, M Reichstein, M Bahn, K Thonicke, D Frank, MD Mahecha, ...
Global Change Biology 21 (8), 2861-2880, 2015
2532015
Distinguishing cause from effect using observational data: methods and benchmarks
JM Mooij, J Peters, D Janzing, J Zscheischler, B Schölkopf
Journal of Machine Learning Research 17 (32), 1-102, 2016
1832016
Information-geometric approach to inferring causal directions
D Janzing, J Mooij, K Zhang, J Lemeire, J Zscheischler, P Daniušis, ...
Artificial Intelligence, 2012
1552012
Inferring deterministic causal relations
P Daniusis, D Janzing, J Mooij, J Zscheischler, B Steudel, K Zhang, ...
arXiv preprint arXiv:1203.3475, 2010
1122010
A few extreme events dominate global interannual variability in gross primary production
J Zscheischler, MD Mahecha, J Von Buttlar, S Harmeling, M Jung, ...
Environmental Research Letters 9 (3), 035001, 2014
922014
Future climate risk from compound events
J Zscheischler, S Westra, BJJM Hurk, SI Seneviratne, PJ Ward, A Pitman, ...
Nature Climate Change 8, 469–477, 2018
902018
Impact of soil moisture on extreme maximum temperatures in Europe
K Whan, J Zscheischler, R Orth, M Shongwe, M Rahimi, EO Asare, ...
Weather and Climate Extremes 9, 57-67, 2015
872015
Factors controlling decomposition rates of fine root litter in temperate forests and grasslands
EF Solly, I Schöning, S Boch, E Kandeler, S Marhan, B Michalzik, J Müller, ...
Plant and Soil 382 (1-2), 203-218, 2014
742014
Detection and attribution of large spatiotemporal extreme events in Earth observation data
J Zscheischler, MD Mahecha, S Harmeling, M Reichstein
Ecological Informatics 15, 66-73, 2013
662013
Extreme events in gross primary production: a characterization across continents
J Zscheischler, M Reichstein, S Harmeling, A Rammig, E Tomelleri, ...
Biogeosciences 11 (11), 2909-2924, 2014
632014
Dependence of drivers affects risks associated with compound events
J Zscheischler, SI Seneviratne
Science Advances 3 (6), e1700263, 2017
622017
Impact of large‐scale climate extremes on biospheric carbon fluxes: An intercomparison based on MsTMIP data
J Zscheischler, AM Michalak, C Schwalm, MD Mahecha, DN Huntzinger, ...
Global Biogeochemical Cycles 28, 585-600, 2014
582014
Record dry summer in 2015 challenges precipitation projections in Central Europe
R Orth, J Zscheischler, SI Seneviratne
Scientific reports 6, 28334, 2016
482016
Climate classifications: the value of unsupervised clustering
J Zscheischler, MD Mahecha, S Harmeling
Procedia Computer Science, 897-906, 2012
392012
A drought event composite analysis using satellite remote-sensing based soil moisture
N Nicolai-Shaw, J Zscheischler, M Hirschi, L Gudmundsson, ...
Remote Sensing of Environment 203, 216-225, 2017
372017
A submonthly database for detecting changes in vegetation‐atmosphere coupling
J Zscheischler, R Orth, SI Seneviratne
Geophysical Research Letters 42 (22), 9816-9824, 2015
332015
Quantifying changes in climate variability and extremes: Pitfalls and their overcoming
S Sippel, J Zscheischler, M Heimann, FEL Otto, J Peters, MD Mahecha
Geophysical Research Letters 42 (22), 9990-9998, 2015
312015
Testing whether linear equations are causal: A free probability theory approach
J Zscheischler, D Janzing, K Zhang
arXiv preprint arXiv:1202.3779, 2011
282011
A guided hybrid genetic algorithm for feature selection with expensive cost functions
M Jung, J Zscheischler
Procedia Computer Science 18, 2337-2346, 2013
272013
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