edu.ucar.opensky::technotes:560 UCAR/NCAR - Library OpenSky Support PO Box 3000 Boulder CO 80307-3000 opensky@ucar.edu http://opensky.ucar.edu/ homepage pointOfContact 2025-12-25T16:30:06.310768 ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) https://n2t.org/ark:/85065/d72f7r1f Proceedings of the 7th International Workshop on Climate Informatics: CI 2017 2017-11-01T00:00:00Z publication https://n2t.org/ark:/85065/d72f7r1f https://doi.org/10.5065/D6222SH7 No Author Cataloged author UCAR/NCAR - Library publisher It has been the seventh International Workshop on Climate Informatics and we believe it had much success in accelerating discovery at the intersection of these disciplines. For the 2017 workshop, participants convened at the National Center for Atmospheric Research (NCAR) in Boulder, Colorado between September 20-22. The main workshop (September 21-22) featured five invited speakers, a poster session, short talks by several early career scientists, and two panel discussions. Invited speakers covered many topics from across the spectrum of climate informatics: Alexis Hannart (Ouranos) explained how causal counterfactual theory can be used to attribute events in the climate system; Robert Lund (Clemson University) spoke about statistical challenges posed by analyzing trends in real-world observations; Elisabeth Moyer (University of Chicago) explained how climate models can be most efficiently used to augment limited observations; Prabhat (Lawrence Berkeley National Laboratory) presented recent advances in using deep learning at scale to identify extreme events such as hurricanes and atmospheric rivers; and Sai Ravela (MIT) described how physical constraints can be used to improve machine learning in the context of data assimilation systems. UCAR/NCAR - Library OpenSky Support PO Box 3000 Boulder CO 80307-3000 opensky@ucar.edu http://opensky.ucar.edu/ homepage pointOfContact PDF Text theme Resource Type 2016-01-01T00:00:00Z publication Coupled climate models Wildfires Paleoclimate reconstructions Solar irradiance Biospheric indicators Precipitation amount Monsoons Tropical cyclones Statistical applications theme U.S. National Aeronautics and Space Administration Global Change Master Directory GCMD 2021-09-17 revision 11.2 NASA Global Change Master Directory originator Valids List: Science and Services Keywords Copyright Author(s). This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. None eng geoscientificInformation