J

Julia Kaltenborn

Osnabrück University

ORCID: 0000-0002-9292-9655

Publishes on Cryospheric studies and observations, Arctic and Antarctic ice dynamics, Climate change and permafrost. 23 papers and 31 citations.

PubIndex Score15Top 85% · mid-careerHow it's scored

23Publications

31Total Citations

First publication: 2021First senior author: 2021

Cryospheric studies and observations Arctic and Antarctic ice dynamics Climate change and permafrost Climate variability and models Scientific Computing and Data Management

Top publicationsby citations

Pre-trained Models for SMP Classification and Segmentation

Julia Kaltenborn, Martin Schneebeli, Amy R. Macfarlane et al.|Zenodo (CERN European Organization for Nuclear Research)|2022

Cited by 10

Automatic snow type classification of snow micropenetrometer profiles with machine learning algorithms

Julia Kaltenborn, Martin Schneebeli, Amy R. Macfarlane et al.|Geoscientific model development|2023

Cited by 9

ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning

Julia Kaltenborn, David Rolnick, Charlotte Emilie Elektra Lange et al.|elib (German Aerospace Center)|2023

Cited by 5

Causal Representation Learning in Temporal Data via Single-Parent Decoding

Philippe Brouillard, David Rolnick, Sébastien Lachapelle et al.|arXiv (Cornell University)|2024

Cited by 2

Towards Causal Representations of Climate Model Data

Julien Boussard, David Rolnick, Chandni Nagda et al.|arXiv (Cornell University)|2023

Cited by 2