Welcome to the Climate Knowledge Discovery community project page¶
One of the largest repositories of scientific data in any discipline is the model-generated and observational geoscience data produced and used in climate science. The data volumes from climate modeling will continue to increase dramatically, and the interpretation of this data requires new approaches - we are entering the age of data-intensive science. Future climate data analysis requires a suite of new techniques interpreting and linking phenomena on and between different time- and length scales as well as realms and processes. Such tools could provide unique insights into challenging features of the Earth system, including extreme events, nonlinear dynamics and chaotic regimes.
Climate Knowledge Discovery is an emerging community effort to find these new tools. Successful applications of Complex Network algorithms to climate datasets have already provided first insights into the potential of such an approach. Further fields of expertise need to be included, for example techniques of the Semantic Web and knowledge discovery algorithms, resulting in a highly multidisciplinary field of scientific research.
Please visit us at our 4th workshop, held at the Supercomputing 2012 in Salt Lake City!¶
More information available here.
Information on past workshop is available here:
Developer: Alexander Löw, Bernadette Fritzsch, Christian Pagé, David Bader, Eckhard Tschirschnitz, Elke Keup-Thiel, Hannes Thiemann, Hans Ramthun, Ingo Kirchner, Irina Petrova, Joachim Biercamp, Luis Kornblueh, Martin Juckes, Michael Böttinger, Michael Lautenschlager, Michael Ponater, Stephan Kindermann, Thomas Ludwig, Thorsten Mauritsen, Traute Crüger, William Sawyer
Collaborator: Alexander Löw, Bernadette Fritzsch, Christian Pagé, David Bader, Eckhard Tschirschnitz, Elke Keup-Thiel, Hannes Thiemann, Hans Ramthun, Ingo Kirchner, Joachim Biercamp, Luis Kornblueh, Michael Böttinger, Michael Lautenschlager, Michael Ponater, Thorsten Mauritsen, Traute Crüger, William Sawyer
4th CKD Workshop @ SC'12 - Submissions now online
Submissions to our CKD workshop at SC'12 are now available.
4th CKD Workshop @ SC'12
We will hold the 4th Climate Knowledge Discovery workshop at the Supercomputing 2012, November 12, Salt Lake City
ClimKD Workshop, 10 December, Vancouver
WORKSHOP ON KNOWLEDGE DISCOVERY FROM CLIMATE DATA: PREDICTION, EXTREMES, AND IMPACTS - In cooperation with IEEE ICDM 2011
Interview in HPCwire
Interview in HPCwire with Reinhard Budich and John Feo about the upcoming workshop at the SC'11