Spatio-temporal filling of missing points in geophysical data sets

Kondrashov, D.; Ghil, M.

doi:10.5194/npg-13-151-2006

Articles | Volume 13, issue 2

https://doi.org/10.5194/npg-13-151-2006

© Author(s) 2006. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.

Special issue:

Complex dynamics in geosciences: analysis techniques for observational...

https://doi.org/10.5194/npg-13-151-2006

© Author(s) 2006. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.

Articles | Volume 13, issue 2

24 May 2006

| 24 May 2006

Spatio-temporal filling of missing points in geophysical data sets

D. Kondrashov and M. Ghil

Viewed

Total article views: 12,667 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
7,654	4,627	386	12,667	396	461

HTML: 7,654
PDF: 4,627
XML: 386
Total: 12,667
BibTeX: 396
EndNote: 461

Views and downloads (calculated since 01 Feb 2013)

Month	HTML	PDF	XML	Total
Feb 2013	46	65	2	113
Mar 2013	37	53	1	91
Apr 2013	47	52	0	99
May 2013	67	90	3	160
Jun 2013	51	58	1	110
Jul 2013	75	52	1	128
Aug 2013	64	44	0	108
Sep 2013	57	42	0	99
Oct 2013	78	91	2	171
Nov 2013	62	79	0	141
Dec 2013	59	68	1	128
Jan 2014	48	57	0	105
Feb 2014	69	66	1	136
Mar 2014	73	53	2	128
Apr 2014	56	400	0	456
May 2014	55	245	1	301
Jun 2014	57	59	2	118
Jul 2014	50	56	0	106
Aug 2014	39	49	3	91
Sep 2014	66	92	4	162
Oct 2014	61	73	0	134
Nov 2014	45	64	4	113
Dec 2014	56	76	2	134
Jan 2015	49	52	1	102
Feb 2015	47	20	0	67
Mar 2015	46	15	0	61
Apr 2015	46	22	1	69
May 2015	51	26	0	77
Jun 2015	56	22	1	79
Jul 2015	55	23	0	78
Aug 2015	26	40	1	67
Sep 2015	48	51	2	101
Oct 2015	53	59	2	114
Nov 2015	75	58	2	135
Dec 2015	48	53	2	103
Jan 2016	48	53	1	102
Feb 2016	26	53	2	81
Mar 2016	36	46	0	82
Apr 2016	45	51	1	97
May 2016	37	43	1	81
Jun 2016	18	22	0	40
Jul 2016	17	27	2	46
Aug 2016	23	16	1	40
Sep 2016	31	6	0	37
Oct 2016	46	7	0	53
Nov 2016	17	5	0	22
Dec 2016	22	16	0	38
Jan 2017	43	33	1	77
Feb 2017	30	17	5	52
Mar 2017	70	41	7	118
Apr 2017	84	57	2	143
May 2017	71	17	13	101
Jun 2017	48	16	9	73
Jul 2017	42	9	2	53
Aug 2017	22	16	2	40
Sep 2017	29	21	3	53
Oct 2017	29	23	3	55
Nov 2017	33	29	2	64
Dec 2017	46	27	7	80
Jan 2018	85	27	18	130
Feb 2018	69	13	21	103
Mar 2018	32	24	4	60
Apr 2018	45	18	8	71
May 2018	39	26	6	71
Jun 2018	36	18	9	63
Jul 2018	38	19	7	64
Aug 2018	40	17	9	66
Sep 2018	36	18	4	58
Oct 2018	38	15	9	62
Nov 2018	41	26	3	70
Dec 2018	33	12	1	46
Jan 2019	36	15	5	56
Feb 2019	19	12	3	34
Mar 2019	34	14	3	51
Apr 2019	57	13	7	77
May 2019	28	9	3	40
Jun 2019	21	16	0	37
Jul 2019	10	6	1	17
Aug 2019	28	15	1	44
Sep 2019	21	14	1	36
Oct 2019	18	9	1	28
Nov 2019	24	13	1	38
Dec 2019	28	8	0	36
Jan 2020	19	7	3	29
Feb 2020	24	11	0	35
Mar 2020	33	16	4	53
Apr 2020	22	8	4	34
May 2020	20	6	1	27
Jun 2020	21	16	1	38
Jul 2020	45	16	15	76
Aug 2020	12	6	4	22
Sep 2020	18	6	1	25
Oct 2020	26	24	1	51
Nov 2020	22	13	0	35
Dec 2020	19	8	0	27
Jan 2021	33	13	1	47
Feb 2021	21	12	0	33
Mar 2021	29	14	1	44
Apr 2021	22	16	1	39
May 2021	30	17	2	49
Jun 2021	21	6	3	30
Jul 2021	37	16	0	53
Aug 2021	19	16	0	35
Sep 2021	33	14	1	48
Oct 2021	32	25	1	58
Nov 2021	46	20	1	67
Dec 2021	48	6	0	54
Jan 2022	54	11	0	65
Feb 2022	52	13	2	67
Mar 2022	44	25	1	70
Apr 2022	57	16	1	74
May 2022	62	16	2	80
Jun 2022	34	13	4	51
Jul 2022	49	7	0	56
Aug 2022	52	6	3	61
Sep 2022	37	13	0	50
Oct 2022	37	17	1	55
Nov 2022	55	17	1	73
Dec 2022	74	21	5	100
Jan 2023	57	19	2	78
Feb 2023	57	15	1	73
Mar 2023	76	39	11	126
Apr 2023	51	30	1	82
May 2023	53	27	0	80
Jun 2023	40	17	1	58
Jul 2023	43	14	1	58
Aug 2023	48	14	3	65
Sep 2023	138	15	1	154
Oct 2023	237	23	2	262
Nov 2023	223	14	0	237
Dec 2023	80	18	2	100
Jan 2024	61	13	1	75
Feb 2024	36	16	0	52
Mar 2024	52	20	0	72
Apr 2024	65	13	5	83
May 2024	59	25	3	87
Jun 2024	93	15	15	123
Jul 2024	47	9	2	58
Aug 2024	68	15	2	85
Sep 2024	41	11	2	54
Oct 2024	59	18	0	77
Nov 2024	49	5	1	55
Dec 2024	44	12	5	61
Jan 2025	36	13	2	51
Feb 2025	51	10	2	63
Mar 2025	46	12	0	58
Apr 2025	51	13	0	64
May 2025	63	10	2	75
Jun 2025	113	19	0	132
Jul 2025	74	14	1	89
Aug 2025	115	15	2	132
Sep 2025	58	13	1	72
Oct 2025	62	28	2	92
Nov 2025	66	27	2	95
Dec 2025	68	42	2	112
Jan 2026	52	23	6	81
Feb 2026	45	22	4	71
Mar 2026	31	9	3	43

Cumulative views and downloads (calculated since 01 Feb 2013)

Month	HTML	PDF	XML	Total
Feb 2013	46	65	2	113
Mar 2013	37	53	1	91
Apr 2013	47	52	0	99
May 2013	67	90	3	160
Jun 2013	51	58	1	110
Jul 2013	75	52	1	128
Aug 2013	64	44	0	108
Sep 2013	57	42	0	99
Oct 2013	78	91	2	171
Nov 2013	62	79	0	141
Dec 2013	59	68	1	128
Jan 2014	48	57	0	105
Feb 2014	69	66	1	136
Mar 2014	73	53	2	128
Apr 2014	56	400	0	456
May 2014	55	245	1	301
Jun 2014	57	59	2	118
Jul 2014	50	56	0	106
Aug 2014	39	49	3	91
Sep 2014	66	92	4	162
Oct 2014	61	73	0	134
Nov 2014	45	64	4	113
Dec 2014	56	76	2	134
Jan 2015	49	52	1	102
Feb 2015	47	20	0	67
Mar 2015	46	15	0	61
Apr 2015	46	22	1	69
May 2015	51	26	0	77
Jun 2015	56	22	1	79
Jul 2015	55	23	0	78
Aug 2015	26	40	1	67
Sep 2015	48	51	2	101
Oct 2015	53	59	2	114
Nov 2015	75	58	2	135
Dec 2015	48	53	2	103
Jan 2016	48	53	1	102
Feb 2016	26	53	2	81
Mar 2016	36	46	0	82
Apr 2016	45	51	1	97
May 2016	37	43	1	81
Jun 2016	18	22	0	40
Jul 2016	17	27	2	46
Aug 2016	23	16	1	40
Sep 2016	31	6	0	37
Oct 2016	46	7	0	53
Nov 2016	17	5	0	22
Dec 2016	22	16	0	38
Jan 2017	43	33	1	77
Feb 2017	30	17	5	52
Mar 2017	70	41	7	118
Apr 2017	84	57	2	143
May 2017	71	17	13	101
Jun 2017	48	16	9	73
Jul 2017	42	9	2	53
Aug 2017	22	16	2	40
Sep 2017	29	21	3	53
Oct 2017	29	23	3	55
Nov 2017	33	29	2	64
Dec 2017	46	27	7	80
Jan 2018	85	27	18	130
Feb 2018	69	13	21	103
Mar 2018	32	24	4	60
Apr 2018	45	18	8	71
May 2018	39	26	6	71
Jun 2018	36	18	9	63
Jul 2018	38	19	7	64
Aug 2018	40	17	9	66
Sep 2018	36	18	4	58
Oct 2018	38	15	9	62
Nov 2018	41	26	3	70
Dec 2018	33	12	1	46
Jan 2019	36	15	5	56
Feb 2019	19	12	3	34
Mar 2019	34	14	3	51
Apr 2019	57	13	7	77
May 2019	28	9	3	40
Jun 2019	21	16	0	37
Jul 2019	10	6	1	17
Aug 2019	28	15	1	44
Sep 2019	21	14	1	36
Oct 2019	18	9	1	28
Nov 2019	24	13	1	38
Dec 2019	28	8	0	36
Jan 2020	19	7	3	29
Feb 2020	24	11	0	35
Mar 2020	33	16	4	53
Apr 2020	22	8	4	34
May 2020	20	6	1	27
Jun 2020	21	16	1	38
Jul 2020	45	16	15	76
Aug 2020	12	6	4	22
Sep 2020	18	6	1	25
Oct 2020	26	24	1	51
Nov 2020	22	13	0	35
Dec 2020	19	8	0	27
Jan 2021	33	13	1	47
Feb 2021	21	12	0	33
Mar 2021	29	14	1	44
Apr 2021	22	16	1	39
May 2021	30	17	2	49
Jun 2021	21	6	3	30
Jul 2021	37	16	0	53
Aug 2021	19	16	0	35
Sep 2021	33	14	1	48
Oct 2021	32	25	1	58
Nov 2021	46	20	1	67
Dec 2021	48	6	0	54
Jan 2022	54	11	0	65
Feb 2022	52	13	2	67
Mar 2022	44	25	1	70
Apr 2022	57	16	1	74
May 2022	62	16	2	80
Jun 2022	34	13	4	51
Jul 2022	49	7	0	56
Aug 2022	52	6	3	61
Sep 2022	37	13	0	50
Oct 2022	37	17	1	55
Nov 2022	55	17	1	73
Dec 2022	74	21	5	100
Jan 2023	57	19	2	78
Feb 2023	57	15	1	73
Mar 2023	76	39	11	126
Apr 2023	51	30	1	82
May 2023	53	27	0	80
Jun 2023	40	17	1	58
Jul 2023	43	14	1	58
Aug 2023	48	14	3	65
Sep 2023	138	15	1	154
Oct 2023	237	23	2	262
Nov 2023	223	14	0	237
Dec 2023	80	18	2	100
Jan 2024	61	13	1	75
Feb 2024	36	16	0	52
Mar 2024	52	20	0	72
Apr 2024	65	13	5	83
May 2024	59	25	3	87
Jun 2024	93	15	15	123
Jul 2024	47	9	2	58
Aug 2024	68	15	2	85
Sep 2024	41	11	2	54
Oct 2024	59	18	0	77
Nov 2024	49	5	1	55
Dec 2024	44	12	5	61
Jan 2025	36	13	2	51
Feb 2025	51	10	2	63
Mar 2025	46	12	0	58
Apr 2025	51	13	0	64
May 2025	63	10	2	75
Jun 2025	113	19	0	132
Jul 2025	74	14	1	89
Aug 2025	115	15	2	132
Sep 2025	58	13	1	72
Oct 2025	62	28	2	92
Nov 2025	66	27	2	95
Dec 2025	68	42	2	112
Jan 2026	52	23	6	81
Feb 2026	45	22	4	71
Mar 2026	31	9	3	43

Latest update: 14 Mar 2026