Nonlinear dimensionality reduction in climate data

Gámez, A. J.; Zhou, C. S.; Timmermann, A.; Kurths, J.

doi:10.5194/npg-11-393-2004

Articles | Volume 11, issue 3

https://doi.org/10.5194/npg-11-393-2004

© Author(s) 2004. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.

Special issue:

Nonlinear analysis of multivariate geoscientific data - advanced...

https://doi.org/10.5194/npg-11-393-2004

© Author(s) 2004. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.

Articles | Volume 11, issue 3

13 Sep 2004

| 13 Sep 2004

Nonlinear dimensionality reduction in climate data

A. J. Gámez, C. S. Zhou, A. Timmermann, and J. Kurths

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Total article views: 2,688 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
1,559	966	163	2,688	206	230

HTML: 1,559
PDF: 966
XML: 163
Total: 2,688
BibTeX: 206
EndNote: 230

Views and downloads (calculated since 01 Feb 2013)

Month	HTML	PDF	XML	Total
Feb 2013	3	4	1	8
Mar 2013	1	7	0	8
Apr 2013	2	8	0	10
May 2013	2	7	0	9
Jun 2013	7	11	0	18
Jul 2013	7	14	0	21
Aug 2013	10	9	0	19
Sep 2013	3	8	0	11
Oct 2013	11	9	0	20
Nov 2013	5	12	0	17
Dec 2013	7	9	0	16
Jan 2014	5	12	2	19
Feb 2014	5	18	3	26
Mar 2014	10	11	1	22
Apr 2014	2	9	2	13
May 2014	5	12	0	17
Jun 2014	5	19	2	26
Jul 2014	2	17	0	19
Aug 2014	10	18	1	29
Sep 2014	4	9	0	13
Oct 2014	1	7	0	8
Nov 2014	4	14	1	19
Dec 2014	3	14	1	18
Jan 2015	7	8	0	15
Feb 2015	7	5	0	12
Mar 2015	10	8	0	18
Apr 2015	16	4	0	20
May 2015	5	10	0	15
Jun 2015	24	2	0	26
Jul 2015	21	4	1	26
Aug 2015	4	6	0	10
Sep 2015	3	6	0	9
Oct 2015	15	2	0	17
Nov 2015	8	1	0	9
Dec 2015	3	4	0	7
Jan 2016	12	6	0	18
Feb 2016	6	3	0	9
Mar 2016	10	3	0	13
Apr 2016	10	2	0	12
May 2016	6	6	0	12
Jun 2016	4	1	0	5
Jul 2016	3	1	4
Aug 2016	5	6	0	11
Sep 2016	5	1	0	6
Oct 2016	4	1	0	5
Nov 2016	3	1	0	4
Dec 2016	5	1	0	6
Jan 2017	2	0	2
Feb 2017	3	0	3
Mar 2017	10	2	0	12
Apr 2017	9	4	0	13
May 2017	15	2	1	18
Jun 2017	11	2	0	13
Jul 2017	12	3	0	15
Aug 2017	7	7	2	16
Sep 2017	6	5	0	11
Oct 2017	4	3	1	8
Nov 2017	5	3	0	8
Dec 2017	8	7	5	20
Jan 2018	18	14	11	43
Feb 2018	13	5	2	20
Mar 2018	7	5	2	14
Apr 2018	11	9	4	24
May 2018	11	9	4	24
Jun 2018	11	7	3	21
Jul 2018	16	8	5	29
Aug 2018	18	8	5	31
Sep 2018	12	5	3	20
Oct 2018	12	8	5	25
Nov 2018	8	5	1	14
Dec 2018	7	3	1	11
Jan 2019	11	4	4	19
Feb 2019	21	3	3	27
Mar 2019	13	11	3	27
Apr 2019	13	6	3	22
May 2019	9	7	3	19
Jun 2019	4	7	0	11
Jul 2019	4	7	0	11
Aug 2019	3	3	0	6
Sep 2019	5	3	0	8
Oct 2019	1	3	1	5
Nov 2019	8	5	0	13
Dec 2019	1	1	0	2
Jan 2020	11	5	3	19
Feb 2020	3	5	0	8
Mar 2020	7	8	2	17
Apr 2020	2	4	1	7
May 2020	3	1	1	5
Jun 2020	20	11	0	31
Jul 2020	26	15	10	51
Aug 2020	4	4	4	12
Sep 2020	12	4	0	16
Oct 2020	9	6	0	15
Nov 2020	4	2	0	6
Dec 2020	9	1	0	10
Jan 2021	18	6	0	24
Feb 2021	6	4	0	10
Mar 2021	4	6	0	10
Apr 2021	4	3	0	7
May 2021	3	6	0	9
Jun 2021	4	3	0	7
Jul 2021	3	3	0	6
Aug 2021	3	4	1	8
Sep 2021	13	8	0	21
Oct 2021	7	26	2	35
Nov 2021	10	13	0	23
Dec 2021	7	3	1	11
Jan 2022	10	4	0	14
Feb 2022	14	2	3	19
Mar 2022	8	10	0	18
Apr 2022	4	3	1	8
May 2022	5	8	1	14
Jun 2022	4	4	1	9
Jul 2022	6	4	0	10
Aug 2022	7	2	0	9
Sep 2022	6	2	1	9
Oct 2022	7	6	2	15
Nov 2022	10	7	1	18
Dec 2022	13	9	1	23
Jan 2023	7	6	1	14
Feb 2023	14	6	2	22
Mar 2023	8	4	0	12
Apr 2023	4	7	0	11
May 2023	5	8	0	13
Jun 2023	5	4	1	10
Jul 2023	6	3	0	9
Aug 2023	4	3	2	9
Sep 2023	6	5	0	11
Oct 2023	56	5	0	61
Nov 2023	71	0	71
Dec 2023	10	1	0	11
Jan 2024	8	5	0	13
Feb 2024	4	1	1	6
Mar 2024	5	3	0	8
Apr 2024	13	7	4	24
May 2024	12	12	5	29
Jun 2024	46	7	2	55
Jul 2024	11	7	0	18
Aug 2024	38	5	5	48
Sep 2024	21	9	3	33
Oct 2024	17	12	0	29
Nov 2024	9	4	0	13
Dec 2024	5	4	0	9
Jan 2025	5	7	0	12
Feb 2025	33	4	2	39
Mar 2025	17	9	2	28
Apr 2025	6	2	0	8
May 2025	11	6	1	18
Jun 2025	24	9	0	33
Jul 2025	14	4	0	18
Aug 2025	21	3	1	25
Sep 2025	17	6	0	23
Oct 2025	25	20	2	47
Nov 2025	34	13	2	49
Dec 2025	42	10	3	55

Cumulative views and downloads (calculated since 01 Feb 2013)

Month	HTML	PDF	XML	Total
Feb 2013	3	4	1	8
Mar 2013	1	7	0	8
Apr 2013	2	8	0	10
May 2013	2	7	0	9
Jun 2013	7	11	0	18
Jul 2013	7	14	0	21
Aug 2013	10	9	0	19
Sep 2013	3	8	0	11
Oct 2013	11	9	0	20
Nov 2013	5	12	0	17
Dec 2013	7	9	0	16
Jan 2014	5	12	2	19
Feb 2014	5	18	3	26
Mar 2014	10	11	1	22
Apr 2014	2	9	2	13
May 2014	5	12	0	17
Jun 2014	5	19	2	26
Jul 2014	2	17	0	19
Aug 2014	10	18	1	29
Sep 2014	4	9	0	13
Oct 2014	1	7	0	8
Nov 2014	4	14	1	19
Dec 2014	3	14	1	18
Jan 2015	7	8	0	15
Feb 2015	7	5	0	12
Mar 2015	10	8	0	18
Apr 2015	16	4	0	20
May 2015	5	10	0	15
Jun 2015	24	2	0	26
Jul 2015	21	4	1	26
Aug 2015	4	6	0	10
Sep 2015	3	6	0	9
Oct 2015	15	2	0	17
Nov 2015	8	1	0	9
Dec 2015	3	4	0	7
Jan 2016	12	6	0	18
Feb 2016	6	3	0	9
Mar 2016	10	3	0	13
Apr 2016	10	2	0	12
May 2016	6	6	0	12
Jun 2016	4	1	0	5
Jul 2016	3	1	4
Aug 2016	5	6	0	11
Sep 2016	5	1	0	6
Oct 2016	4	1	0	5
Nov 2016	3	1	0	4
Dec 2016	5	1	0	6
Jan 2017	2	0	2
Feb 2017	3	0	3
Mar 2017	10	2	0	12
Apr 2017	9	4	0	13
May 2017	15	2	1	18
Jun 2017	11	2	0	13
Jul 2017	12	3	0	15
Aug 2017	7	7	2	16
Sep 2017	6	5	0	11
Oct 2017	4	3	1	8
Nov 2017	5	3	0	8
Dec 2017	8	7	5	20
Jan 2018	18	14	11	43
Feb 2018	13	5	2	20
Mar 2018	7	5	2	14
Apr 2018	11	9	4	24
May 2018	11	9	4	24
Jun 2018	11	7	3	21
Jul 2018	16	8	5	29
Aug 2018	18	8	5	31
Sep 2018	12	5	3	20
Oct 2018	12	8	5	25
Nov 2018	8	5	1	14
Dec 2018	7	3	1	11
Jan 2019	11	4	4	19
Feb 2019	21	3	3	27
Mar 2019	13	11	3	27
Apr 2019	13	6	3	22
May 2019	9	7	3	19
Jun 2019	4	7	0	11
Jul 2019	4	7	0	11
Aug 2019	3	3	0	6
Sep 2019	5	3	0	8
Oct 2019	1	3	1	5
Nov 2019	8	5	0	13
Dec 2019	1	1	0	2
Jan 2020	11	5	3	19
Feb 2020	3	5	0	8
Mar 2020	7	8	2	17
Apr 2020	2	4	1	7
May 2020	3	1	1	5
Jun 2020	20	11	0	31
Jul 2020	26	15	10	51
Aug 2020	4	4	4	12
Sep 2020	12	4	0	16
Oct 2020	9	6	0	15
Nov 2020	4	2	0	6
Dec 2020	9	1	0	10
Jan 2021	18	6	0	24
Feb 2021	6	4	0	10
Mar 2021	4	6	0	10
Apr 2021	4	3	0	7
May 2021	3	6	0	9
Jun 2021	4	3	0	7
Jul 2021	3	3	0	6
Aug 2021	3	4	1	8
Sep 2021	13	8	0	21
Oct 2021	7	26	2	35
Nov 2021	10	13	0	23
Dec 2021	7	3	1	11
Jan 2022	10	4	0	14
Feb 2022	14	2	3	19
Mar 2022	8	10	0	18
Apr 2022	4	3	1	8
May 2022	5	8	1	14
Jun 2022	4	4	1	9
Jul 2022	6	4	0	10
Aug 2022	7	2	0	9
Sep 2022	6	2	1	9
Oct 2022	7	6	2	15
Nov 2022	10	7	1	18
Dec 2022	13	9	1	23
Jan 2023	7	6	1	14
Feb 2023	14	6	2	22
Mar 2023	8	4	0	12
Apr 2023	4	7	0	11
May 2023	5	8	0	13
Jun 2023	5	4	1	10
Jul 2023	6	3	0	9
Aug 2023	4	3	2	9
Sep 2023	6	5	0	11
Oct 2023	56	5	0	61
Nov 2023	71	0	71
Dec 2023	10	1	0	11
Jan 2024	8	5	0	13
Feb 2024	4	1	1	6
Mar 2024	5	3	0	8
Apr 2024	13	7	4	24
May 2024	12	12	5	29
Jun 2024	46	7	2	55
Jul 2024	11	7	0	18
Aug 2024	38	5	5	48
Sep 2024	21	9	3	33
Oct 2024	17	12	0	29
Nov 2024	9	4	0	13
Dec 2024	5	4	0	9
Jan 2025	5	7	0	12
Feb 2025	33	4	2	39
Mar 2025	17	9	2	28
Apr 2025	6	2	0	8
May 2025	11	6	1	18
Jun 2025	24	9	0	33
Jul 2025	14	4	0	18
Aug 2025	21	3	1	25
Sep 2025	17	6	0	23
Oct 2025	25	20	2	47
Nov 2025	34	13	2	49
Dec 2025	42	10	3	55

Latest update: 30 Dec 2025