Mikael Kaandorp

Scientist Climate Reanalysis

Germany
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Summary

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Senior
🎓
Top School
Mikael Kaandorp is a researcher and scientist with 8 years of experience advancing environmental numerical models through data assimilation and machine learning. Currently at ECMWF, he focuses on climate reanalysis while his recent postdoc at Forschungszentrum Jülich developed fully coupled data assimilation across subsurface, surface, and atmosphere to better represent the terrestrial water cycle. His PhD in physical oceanography applied statistical and ML techniques to trace marine plastic transport using Lagrangian particle models, reflecting a strong blend of domain knowledge and computational modeling. Trained in aerospace engineering, he brings rigorous numerical methods and practical engineering experience—from aerodynamic deformation studies to building a championship Formula Student chassis—to complex earth-system problems. Notably, he bridges theory and application by turning observational data into improved model parameters and coupled-system insights that directly inform operational forecasting.
code8 years of coding experience
job6 years of employment as a software developer
bookKTH Royal Institute of Technology
bookPhD student, Physical Oceanography, PhD student, Physical Oceanography at Universiteit Utrecht
bookVWO, NG+NT, VWO, NG+NT at Bonhoeffercollege Castricum
bookTU Delft
languagesDutch, English, fins, German
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Github Skills (25)

atmosphere9
planets9
ocean8
earth-engine8
renewable-energy8
geodesy8
gravity8
geostatistics8
ord7
simulator7
simulation7
geoscience7
utm7
julia7
hydrodynamics7

Programming languages (4)

DockerfileJupyter NotebookPythonFortran

Github contributions (5)

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mikaelk/TBRF

Feb 2018 - Dec 2018

Contributions:12 commits, 10 pushes, 1 branch in 10 months
mikaelk/Sea_Clearly

Jun 2022 - Sep 2022

Contributions:15 PRs, 43 pushes, 1 branch in 2 months
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Mikael Kaandorp - Scientist Climate Reanalysis