Identification

Title

Proceedings of the 7th International Workshop on Climate Informatics: CI 2017

Abstract

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.

Resource type

document

Resource locator

Unique resource identifier

code

http://n2t.net/ark:/85065/d72f7r1f

codeSpace

Dataset language

eng

Spatial reference system

code identifying the spatial reference system

Classification of spatial data and services

Topic category

geoscientificInformation

Keywords

Keyword set

keyword value

Text

originating controlled vocabulary

title

reference date

date type

publication

effective date

2016-01-01T00:00:00Z

Keyword set

keyword value

EARTH SCIENCE SERVICES > DATA ANALYSIS AND VISUALIZATION > STATISTICAL APPLICATIONS

EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > TROPICAL CYCLONES

EARTH SCIENCE > ATMOSPHERE > WEATHER EVENTS > TROPICAL CYCLONES

EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > WILDFIRES

EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC RADIATION > SOLAR IRRADIANCE

EARTH SCIENCE > PALEOCLIMATE > PALEOCLIMATE RECONSTRUCTIONS

EARTH SCIENCE > CLIMATE INDICATORS > PALEOCLIMATE INDICATORS > PALEOCLIMATE RECONSTRUCTIONS

EARTH SCIENCE SERVICES > MODELS > COUPLED CLIMATE MODELS

EARTH SCIENCE > CLIMATE INDICATORS > BIOSPHERIC INDICATORS

EARTH SCIENCE > ATMOSPHERE > WEATHER EVENTS > MONSOONS

EARTH SCIENCE > ATMOSPHERE > PRECIPITATION > PRECIPITATION AMOUNT

originating controlled vocabulary

title

reference date

date type

revision

effective date

2021-09-17

Geographic location

West bounding longitude

East bounding longitude

North bounding latitude

South bounding latitude

Temporal reference

Temporal extent

Begin position

End position

Dataset reference date

date type

publication

effective date

2017-11-01T00:00:00Z

Frequency of update

Quality and validity

Lineage

Conformity

Data format

name of format

version of format

Constraints related to access and use

Constraint set

Use constraints

Copyright Author(s). This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Limitations on public access

None

Responsible organisations

Responsible party

contact position

OpenSky Support

organisation name

UCAR/NCAR - Library

full postal address

PO Box 3000

Boulder

80307-3000

email address

opensky@ucar.edu

web address

http://opensky.ucar.edu/

name: homepage

responsible party role

pointOfContact

Metadata on metadata

Metadata point of contact

contact position

OpenSky Support

organisation name

UCAR/NCAR - Library

full postal address

PO Box 3000

Boulder

80307-3000

email address

opensky@ucar.edu

web address

http://opensky.ucar.edu/

name: homepage

responsible party role

pointOfContact

Metadata date

2023-08-18T18:06:26.070545

Metadata language