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

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

doi:10.5194/gmd-8-3321-2015

Articles | Volume 8, issue 10

https://doi.org/10.5194/gmd-8-3321-2015

© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/gmd-8-3321-2015

© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 8, issue 10

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

Viewed

Total article views: 5,100 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
2,797	2,093	210	5,100	248	325

HTML: 2,797
PDF: 2,093
XML: 210
Total: 5,100
BibTeX: 248
EndNote: 325

Views and downloads (calculated since 20 Jan 2015)

Month	HTML	PDF	XML	Total
Jan 2015	53	29	2	84
Feb 2015	41	32	2	75
Mar 2015	16	18	0	34
Apr 2015	18	20	4	42
May 2015	7	19	0	26
Jun 2015	9	15	0	24
Jul 2015	17	18	2	37
Aug 2015	4	10	0	14
Sep 2015	3	32	0	35
Oct 2015	68	41	2	111
Nov 2015	45	34	0	79
Dec 2015	27	23	2	52
Jan 2016	35	22	0	57
Feb 2016	28	15	1	44
Mar 2016	33	284	0	317
Apr 2016	8	62	0	70
May 2016	20	13	9	42
Jun 2016	18	7	8	33
Jul 2016	15	6	3	24
Aug 2016	14	5	3	22
Sep 2016	20	8	2	30
Oct 2016	18	5	3	26
Nov 2016	12	4	1	17
Dec 2016	15	4	3	22
Jan 2017	28	14	9	51
Feb 2017	23	5	7	35
Mar 2017	33	21	4	58
Apr 2017	50	20	8	78
May 2017	50	28	9	87
Jun 2017	49	14	8	71
Jul 2017	25	8	1	34
Aug 2017	6	9	0	15
Sep 2017	10	9	0	19
Oct 2017	13	12	1	26
Nov 2017	9	12	1	22
Dec 2017	11	16	0	27
Jan 2018	12	22	0	34
Feb 2018	16	13	0	29
Mar 2018	14	13	1	28
Apr 2018	10	15	1	26
May 2018	9	22	0	31
Jun 2018	6	14	0	20
Jul 2018	18	14	0	32
Aug 2018	14	18	0	32
Sep 2018	17	20	0	37
Oct 2018	14	14	3	31
Nov 2018	19	23	0	42
Dec 2018	13	13	1	27
Jan 2019	11	15	0	26
Feb 2019	14	7	0	21
Mar 2019	4	8	0	12
Apr 2019	9	16	3	28
May 2019	3	15	0	18
Jun 2019	4	17	0	21
Jul 2019	6	24	0	30
Aug 2019	8	12	0	20
Sep 2019	4	18	0	22
Oct 2019	12	18	0	30
Nov 2019	9	14	0	23
Dec 2019	9	12	0	21
Jan 2020	27	7	1	35
Feb 2020	9	6	0	15
Mar 2020	9	11	1	21
Apr 2020	11	5	1	17
May 2020	8	6	0	14
Jun 2020	14	16	0	30
Jul 2020	48	31	30	109
Aug 2020	3	9	3	15
Sep 2020	9	9	0	18
Oct 2020	6	10	0	16
Nov 2020	3	11	0	14
Dec 2020	19	14	1	34
Jan 2021	23	23	0	46
Feb 2021	8	5	0	13
Mar 2021	7	9	1	17
Apr 2021	14	7	1	22
May 2021	5	5	2	12
Jun 2021	8	5	0	13
Jul 2021	6	9	1	16
Aug 2021	5	11	0	16
Sep 2021	11	8	0	19
Oct 2021	7	34	0	41
Nov 2021	7	24	0	31
Dec 2021	8	8	0	16
Jan 2022	16	15	0	31
Feb 2022	11	10	1	22
Mar 2022	12	5	0	17
Apr 2022	33	12	0	45
May 2022	37	3	1	41
Jun 2022	36	5	0	41
Jul 2022	28	4	1	33
Aug 2022	40	6	0	46
Sep 2022	35	7	2	44
Oct 2022	46	7	1	54
Nov 2022	43	12	1	56
Dec 2022	48	10	2	60
Jan 2023	37	13	0	50
Feb 2023	50	11	0	61
Mar 2023	70	51	0	121
Apr 2023	36	9	0	45
May 2023	36	9	0	45
Jun 2023	36	8	1	45
Jul 2023	33	7	0	40
Aug 2023	37	4	3	44
Sep 2023	35	12	0	47
Oct 2023	42	4	1	47
Nov 2023	23	0	23
Dec 2023	53	19	3	75
Jan 2024	43	9	1	53
Feb 2024	34	7	0	41
Mar 2024	39	10	2	51
Apr 2024	48	5	2	55
May 2024	16	12	4	32
Jun 2024	11	9	1	21
Jul 2024	11	6	2	19
Aug 2024	21	10	5	36
Sep 2024	22	5	5	32
Oct 2024	18	13	3	34
Nov 2024	13	10	2	25
Dec 2024	12	7	2	21
Jan 2025	10	7	0	17
Feb 2025	28	25	2	55
Mar 2025	22	8	0	30
Apr 2025	7	16	0	23
May 2025	14	12	1	27
Jun 2025	43	23	2	68
Jul 2025	23	16	2	41
Aug 2025	20	24	1	45
Sep 2025	38	19	5	62
Oct 2025	31	31	5	67
Nov 2025	19	12	0	31

Cumulative views and downloads (calculated since 20 Jan 2015)

Month	HTML	PDF	XML	Total
Jan 2015	53	29	2	84
Feb 2015	41	32	2	75
Mar 2015	16	18	0	34
Apr 2015	18	20	4	42
May 2015	7	19	0	26
Jun 2015	9	15	0	24
Jul 2015	17	18	2	37
Aug 2015	4	10	0	14
Sep 2015	3	32	0	35
Oct 2015	68	41	2	111
Nov 2015	45	34	0	79
Dec 2015	27	23	2	52
Jan 2016	35	22	0	57
Feb 2016	28	15	1	44
Mar 2016	33	284	0	317
Apr 2016	8	62	0	70
May 2016	20	13	9	42
Jun 2016	18	7	8	33
Jul 2016	15	6	3	24
Aug 2016	14	5	3	22
Sep 2016	20	8	2	30
Oct 2016	18	5	3	26
Nov 2016	12	4	1	17
Dec 2016	15	4	3	22
Jan 2017	28	14	9	51
Feb 2017	23	5	7	35
Mar 2017	33	21	4	58
Apr 2017	50	20	8	78
May 2017	50	28	9	87
Jun 2017	49	14	8	71
Jul 2017	25	8	1	34
Aug 2017	6	9	0	15
Sep 2017	10	9	0	19
Oct 2017	13	12	1	26
Nov 2017	9	12	1	22
Dec 2017	11	16	0	27
Jan 2018	12	22	0	34
Feb 2018	16	13	0	29
Mar 2018	14	13	1	28
Apr 2018	10	15	1	26
May 2018	9	22	0	31
Jun 2018	6	14	0	20
Jul 2018	18	14	0	32
Aug 2018	14	18	0	32
Sep 2018	17	20	0	37
Oct 2018	14	14	3	31
Nov 2018	19	23	0	42
Dec 2018	13	13	1	27
Jan 2019	11	15	0	26
Feb 2019	14	7	0	21
Mar 2019	4	8	0	12
Apr 2019	9	16	3	28
May 2019	3	15	0	18
Jun 2019	4	17	0	21
Jul 2019	6	24	0	30
Aug 2019	8	12	0	20
Sep 2019	4	18	0	22
Oct 2019	12	18	0	30
Nov 2019	9	14	0	23
Dec 2019	9	12	0	21
Jan 2020	27	7	1	35
Feb 2020	9	6	0	15
Mar 2020	9	11	1	21
Apr 2020	11	5	1	17
May 2020	8	6	0	14
Jun 2020	14	16	0	30
Jul 2020	48	31	30	109
Aug 2020	3	9	3	15
Sep 2020	9	9	0	18
Oct 2020	6	10	0	16
Nov 2020	3	11	0	14
Dec 2020	19	14	1	34
Jan 2021	23	23	0	46
Feb 2021	8	5	0	13
Mar 2021	7	9	1	17
Apr 2021	14	7	1	22
May 2021	5	5	2	12
Jun 2021	8	5	0	13
Jul 2021	6	9	1	16
Aug 2021	5	11	0	16
Sep 2021	11	8	0	19
Oct 2021	7	34	0	41
Nov 2021	7	24	0	31
Dec 2021	8	8	0	16
Jan 2022	16	15	0	31
Feb 2022	11	10	1	22
Mar 2022	12	5	0	17
Apr 2022	33	12	0	45
May 2022	37	3	1	41
Jun 2022	36	5	0	41
Jul 2022	28	4	1	33
Aug 2022	40	6	0	46
Sep 2022	35	7	2	44
Oct 2022	46	7	1	54
Nov 2022	43	12	1	56
Dec 2022	48	10	2	60
Jan 2023	37	13	0	50
Feb 2023	50	11	0	61
Mar 2023	70	51	0	121
Apr 2023	36	9	0	45
May 2023	36	9	0	45
Jun 2023	36	8	1	45
Jul 2023	33	7	0	40
Aug 2023	37	4	3	44
Sep 2023	35	12	0	47
Oct 2023	42	4	1	47
Nov 2023	23	0	23
Dec 2023	53	19	3	75
Jan 2024	43	9	1	53
Feb 2024	34	7	0	41
Mar 2024	39	10	2	51
Apr 2024	48	5	2	55
May 2024	16	12	4	32
Jun 2024	11	9	1	21
Jul 2024	11	6	2	19
Aug 2024	21	10	5	36
Sep 2024	22	5	5	32
Oct 2024	18	13	3	34
Nov 2024	13	10	2	25
Dec 2024	12	7	2	21
Jan 2025	10	7	0	17
Feb 2025	28	25	2	55
Mar 2025	22	8	0	30
Apr 2025	7	16	0	23
May 2025	14	12	1	27
Jun 2025	43	23	2	68
Jul 2025	23	16	2	41
Aug 2025	20	24	1	45
Sep 2025	38	19	5	62
Oct 2025	31	31	5	67
Nov 2025	19	12	0	31

Latest update: 18 Nov 2025

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.