Articles | Volume 8, issue 10
https://doi.org/10.5194/gmd-8-3321-2015
https://doi.org/10.5194/gmd-8-3321-2015
Development and technical paper
 | 
22 Oct 2015
Development and technical paper |  | 22 Oct 2015

Par@Graph – a parallel toolbox for the construction and analysis of large complex climate networks

H. Ihshaish, A. Tantet, J. C. M. Dijkzeul, and H. A. Dijkstra

Related authors

Dynamics of salt intrusion in complex estuarine networks; an idealised model applied to the Rhine-Meuse Delta
Bouke Biemond, Wouter Kranenburg, Ymkje Huismans, Huib E. de Swart, and Henk A. Dijkstra
EGUsphere, https://doi.org/10.5194/egusphere-2024-2322,https://doi.org/10.5194/egusphere-2024-2322, 2024
Short summary
Similar North Pacific variability despite suppressed El Niño variability in the warm mid-Pliocene climate
Arthur Merlijn Oldeman, Michiel L. J. Baatsen, Anna S. von der Heydt, Frank M. Selten, and Henk A. Dijkstra
Earth Syst. Dynam., 15, 1037–1054, https://doi.org/10.5194/esd-15-1037-2024,https://doi.org/10.5194/esd-15-1037-2024, 2024
Short summary
Observation based temperature and freshwater noise over the Atlantic Ocean
Amber A. Boot and Henk A. Dijkstra
EGUsphere, https://doi.org/10.5194/egusphere-2024-2431,https://doi.org/10.5194/egusphere-2024-2431, 2024
Short summary
AMOC stability amid tipping ice sheets: the crucial role of rate and noise
Sacha Sinet, Peter Ashwin, Anna S. von der Heydt, and Henk A. Dijkstra
Earth Syst. Dynam., 15, 859–873, https://doi.org/10.5194/esd-15-859-2024,https://doi.org/10.5194/esd-15-859-2024, 2024
Short summary
Highly stratified mid-Pliocene Southern Ocean in PlioMIP2
Julia E. Weiffenbach, Henk A. Dijkstra, Anna S. von der Heydt, Ayako Abe-Ouchi, Wing-Le Chan, Deepak Chandan, Ran Feng, Alan M. Haywood, Stephen J. Hunter, Xiangyu Li, Bette L. Otto-Bliesner, W. Richard Peltier, Christian Stepanek, Ning Tan, Julia C. Tindall, and Zhongshi Zhang
Clim. Past, 20, 1067–1086, https://doi.org/10.5194/cp-20-1067-2024,https://doi.org/10.5194/cp-20-1067-2024, 2024
Short summary

Related subject area

Climate and Earth system modeling
A new lightning scheme in the Canadian Atmospheric Model (CanAM5.1): implementation, evaluation, and projections of lightning and fire in future climates
Cynthia Whaley, Montana Etten-Bohm, Courtney Schumacher, Ayodeji Akingunola, Vivek Arora, Jason Cole, Michael Lazare, David Plummer, Knut von Salzen, and Barbara Winter
Geosci. Model Dev., 17, 7141–7155, https://doi.org/10.5194/gmd-17-7141-2024,https://doi.org/10.5194/gmd-17-7141-2024, 2024
Short summary
Methane dynamics in the Baltic Sea: investigating concentration, flux, and isotopic composition patterns using the coupled physical–biogeochemical model BALTSEM-CH4 v1.0
Erik Gustafsson, Bo G. Gustafsson, Martijn Hermans, Christoph Humborg, and Christian Stranne
Geosci. Model Dev., 17, 7157–7179, https://doi.org/10.5194/gmd-17-7157-2024,https://doi.org/10.5194/gmd-17-7157-2024, 2024
Short summary
Split-explicit external mode solver in the finite volume sea ice–ocean model FESOM2
Tridib Banerjee, Patrick Scholz, Sergey Danilov, Knut Klingbeil, and Dmitry Sidorenko
Geosci. Model Dev., 17, 7051–7065, https://doi.org/10.5194/gmd-17-7051-2024,https://doi.org/10.5194/gmd-17-7051-2024, 2024
Short summary
Applying double cropping and interactive irrigation in the North China Plain using WRF4.5
Yuwen Fan, Zhao Yang, Min-Hui Lo, Jina Hur, and Eun-Soon Im
Geosci. Model Dev., 17, 6929–6947, https://doi.org/10.5194/gmd-17-6929-2024,https://doi.org/10.5194/gmd-17-6929-2024, 2024
Short summary
The sea ice component of GC5: coupling SI3 to HadGEM3 using conductive fluxes
Ed Blockley, Emma Fiedler, Jeff Ridley, Luke Roberts, Alex West, Dan Copsey, Daniel Feltham, Tim Graham, David Livings, Clement Rousset, David Schroeder, and Martin Vancoppenolle
Geosci. Model Dev., 17, 6799–6817, https://doi.org/10.5194/gmd-17-6799-2024,https://doi.org/10.5194/gmd-17-6799-2024, 2024
Short summary

Cited articles

Anand, K. and Bianconi, G.: Entropy measures for networks: Toward an information theory of complex topologies, Phys. Rev. E, 80, 045102, https://doi.org/10.1103/PhysRevE.80.045102, 2009.
Berezin, Y., Gozolchiani, A., Guez, O., and Havlin, S.: Stability of climate networks with time., Scientific Reports, 2, 666, https://doi.org/10.1038/srep00666, 2012.
Blondel, V. D., Guillaume, J.-L., Lambiotte, R., and Lefebvre, E.: Fast unfolding of communities in large networks, J. Stat. Mech.-Theory E., 2008, P10008, https://doi.org/10.1088/1742-5468/2008/10/P10008, 2008.
Bonacich, P.: Factoring and weighting approaches to status scores and clique identification, J. Math. Sociol., 2, 113–120, 1972.
Brandes, U.: A Faster Algorithm for Betweenness Centrality, J. Math. Sociol., 25, 163–177, 2001.
Download
Short summary
Par@Graph, a software toolbox to reconstruct and analyze large-scale complex climate networks. It exposes parallelism on distributed-memory computing platforms to enable the construction of massive networks from large number of time series based on the calculation of common statistical similarity measures between them. Providing additionally parallel graph algorithms to enable fast calculation of important and common properties of the generated networks on SMP machines.