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Christopher Irrgang
Christopher Irrgang
Head of Climate and Societal Analytics, ZKI-PH
Verified email at rki.de - Homepage
Title
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Cited by
Year
Towards neural Earth system modelling by integrating artificial intelligence in Earth system science
C Irrgang, N Boers, M Sonnewald, EA Barnes, C Kadow, J Staneva, ...
Nature Machine Intelligence 3 (8), 667-674, 2021
1332021
Impact of oceanic warming on electromagnetic oceanic tidal signals: A CMIP5 climate model‐based sensitivity study
J Saynisch, J Petereit, C Irrgang, M Thomas
Geophysical Research Letters 44 (10), 4994-5000, 2017
282017
Impact of climate variability on the tidal oceanic magnetic signal—A model‐based sensitivity study
J Saynisch, J Petereit, C Irrgang, A Kuvshinov, M Thomas
Journal of Geophysical Research: Oceans 121 (8), 5931-5941, 2016
272016
Impact of variable seawater conductivity on motional induction simulated with an ocean general circulation model
C Irrgang, J Saynisch, M Thomas
Ocean Science 12 (1), 129-136, 2016
272016
Utilizing oceanic electromagnetic induction to constrain an ocean general circulation model: A data assimilation twin experiment
C Irrgang, J Saynisch, M Thomas
Journal of Advances in Modeling Earth Systems 9 (3), 1703-1720, 2017
252017
Estimating global ocean heat content from tidal magnetic satellite observations
C Irrgang, J Saynisch, M Thomas
Scientific Reports 9 (1), 7893, 2019
232019
Ensemble simulations of the magnetic field induced by global ocean circulation: Estimating the uncertainty
C Irrgang, J Saynisch, M Thomas
Journal of Geophysical Research: Oceans 121 (3), 1866-1880, 2016
172016
Self‐validating deep learning for recovering terrestrial water storage from gravity and altimetry measurements
C Irrgang, J Saynisch‐Wagner, R Dill, E Boergens, M Thomas
Geophysical Research Letters 47 (17), e2020GL089258, 2020
142020
Modelling of electromagnetic signatures of global ocean circulation: physical approximations and numerical issues
L Šachl, Z Martinec, J Velímský, C Irrgang, J Petereit, J Saynisch, ...
Earth, Planets and Space 71, 1-13, 2019
142019
Machine learning‐based prediction of spatio‐temporal uncertainties in global wind velocity reanalyses
C Irrgang, J Saynisch‐Wagner, M Thomas
Journal of Advances in Modeling Earth Systems 12 (5), e2019MS001876, 2020
112020
Electromagnetic characteristics of ENSO
J Petereit, J Saynisch, C Irrgang, T Weber, M Thomas
Ocean Science 14 (3), 515-524, 2018
112018
Depth of origin of ocean-circulation-induced magnetic signals
C Irrgang, J Saynisch-Wagner, M Thomas
Annales Geophysicae 36 (1), 167-180, 2018
112018
Will artificial intelligence supersede earth system and climate models?
C Irrgang, N Boers, M Sonnewald, EA Barnes, C Kadow, J Staneva, ...
arXiv preprint arXiv:2101.09126, 2021
102021
Analysis of Ocean Tide‐Induced Magnetic Fields Derived From Oceanic In Situ Observations: Climate Trends and the Remarkable Sensitivity of Shelf Regions
J Petereit, J Saynisch‐Wagner, C Irrgang, M Thomas
Journal of Geophysical Research: Oceans 124 (11), 8257-8270, 2019
92019
Estimating ocean tide model uncertainties for electromagnetic inversion studies
J Saynisch, C Irrgang, M Thomas
Annales geophysicae 36 (4), 1009-1014, 2018
92018
Improving atmospheric angular momentum forecasts by machine learning
R Dill, J Saynisch‐Wagner, C Irrgang, M Thomas
Earth and Space Science 8 (12), e2021EA002070, 2021
82021
Tide-induced magnetic signals and their errors derived from CHAMP and Swarm satellite magnetometer observations
J Saynisch-Wagner, J Baerenzung, A Hornschild, C Irrgang, M Thomas
Earth, Planets and Space 73, 1-11, 2021
62021
On the use of satellite altimetry to detect ocean circulation's magnetic signals
J Saynisch, C Irrgang, M Thomas
Journal of Geophysical Research: Oceans 123 (3), 2305-2314, 2018
62018
Impact of variable sea-water conductivity on motional induction simulated with an OGCM.
C Irrgang, J Saynisch, M Thomas
Ocean Science Discussions 12 (4), 2015
62015
Phase changes of electromagnetic oceanic tidal signals
J Saynisch‐Wagner, J Petereit, C Irrgang, M Thomas
Journal of Geophysical Research: Oceans 125 (4), e2019JC015960, 2020
52020
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Articles 1–20