Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities

Liu, Y.; Weerts, A. H.; Clark, M.; Hendricks Franssen, H.-J.; Kumar, S.; Moradkhani, H.; Seo, D.-J.; Schwanenberg, D.; Smith, P.; van Dijk, A. I. J. M.; van Velzen, N.; He, M.; Lee, H.; Noh, S. J.; Rakovec, O.; Restrepo, P.

doi:10.5194/hess-16-3863-2012

Articles | Volume 16, issue 10

https://doi.org/10.5194/hess-16-3863-2012

© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue:

Latest advances and developments in data assimilation for...

https://doi.org/10.5194/hess-16-3863-2012

© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 16, issue 10

Research article

|

29 Oct 2012

Research article |

| 29 Oct 2012

Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities

Y. Liu, A. H. Weerts, M. Clark, H.-J. Hendricks Franssen, S. Kumar, H. Moradkhani, D.-J. Seo, D. Schwanenberg, P. Smith, A. I. J. M. van Dijk, N. van Velzen, M. He, H. Lee, S. J. Noh, O. Rakovec, and P. Restrepo

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Total article views: 11,726 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
6,192	5,257	277	11,726	258	273

HTML: 6,192
PDF: 5,257
XML: 277
Total: 11,726
BibTeX: 258
EndNote: 273

Views and downloads (calculated since 01 Feb 2013, article published on 14 Mar 2012)

Month	HTML	PDF	XML	Total
Feb 2013	69	79	4	152
Mar 2013	65	72	10	147
Apr 2013	63	55	6	124
May 2013	51	76	7	134
Jun 2013	49	52	10	111
Jul 2013	42	49	4	95
Aug 2013	47	46	2	95
Sep 2013	46	76	3	125
Oct 2013	79	79	3	161
Nov 2013	73	85	0	158
Dec 2013	56	76	2	134
Jan 2014	62	70	3	135
Feb 2014	44	59	10	113
Mar 2014	76	68	7	151
Apr 2014	35	100	3	138
May 2014	59	98	5	162
Jun 2014	38	65	7	110
Jul 2014	33	97	2	132
Aug 2014	35	61	1	97
Sep 2014	28	82	4	114
Oct 2014	39	95	1	135
Nov 2014	47	79	1	127
Dec 2014	31	64	2	97
Jan 2015	36	54	2	92
Feb 2015	23	27	1	51
Mar 2015	32	47	0	79
Apr 2015	30	21	2	53
May 2015	12	27	0	39
Jun 2015	44	46	1	91
Jul 2015	39	26	1	66
Aug 2015	21	22	0	43
Sep 2015	28	53	0	81
Oct 2015	27	37	0	64
Nov 2015	53	25	1	79
Dec 2015	14	21	0	35
Jan 2016	37	29	0	66
Feb 2016	37	54	4	95
Mar 2016	52	51	1	104
Apr 2016	24	74	0	98
May 2016	17	42	0	59
Jun 2016	19	26	0	45
Jul 2016	25	27	2	54
Aug 2016	15	25	0	40
Sep 2016	22	25	1	48
Oct 2016	24	23	3	50
Nov 2016	27	9	8	44
Dec 2016	11	14	1	26
Jan 2017	24	24	0	48
Feb 2017	19	9	3	31
Mar 2017	35	24	4	63
Apr 2017	41	24	2	67
May 2017	41	31	1	73
Jun 2017	27	14	2	43
Jul 2017	28	27	1	56
Aug 2017	26	23	0	49
Sep 2017	15	21	1	37
Oct 2017	23	12	0	35
Nov 2017	18	14	0	32
Dec 2017	15	22	0	37
Jan 2018	17	29	0	46
Feb 2018	27	23	1	51
Mar 2018	27	28	0	55
Apr 2018	39	32	0	71
May 2018	22	33	0	55
Jun 2018	25	26	0	51
Jul 2018	36	36	2	74
Aug 2018	30	29	0	59
Sep 2018	19	25	1	45
Oct 2018	30	20	2	52
Nov 2018	25	28	2	55
Dec 2018	25	16	0	41
Jan 2019	21	19	1	41
Feb 2019	36	23	1	60
Mar 2019	33	26	0	59
Apr 2019	26	19	0	45
May 2019	36	15	1	52
Jun 2019	37	17	0	54
Jul 2019	32	17	1	50
Aug 2019	28	15	0	43
Sep 2019	24	23	0	47
Oct 2019	21	20	1	42
Nov 2019	29	19	0	48
Dec 2019	16	12	1	29
Jan 2020	33	21	2	56
Feb 2020	25	12	1	38
Mar 2020	19	20	0	39
Apr 2020	12	24	1	37
May 2020	14	23	1	38
Jun 2020	18	17	0	35
Jul 2020	45	24	18	87
Aug 2020	29	24	7	60
Sep 2020	28	31	0	59
Oct 2020	17	24	0	41
Nov 2020	30	18	0	48
Dec 2020	26	24	0	50
Jan 2021	42	41	1	84
Feb 2021	36	26	0	62
Mar 2021	47	33	0	80
Apr 2021	20	21	0	41
May 2021	21	24	1	46
Jun 2021	26	24	1	51
Jul 2021	26	18	1	45
Aug 2021	24	22	0	46
Sep 2021	34	28	0	62
Oct 2021	26	49	0	75
Nov 2021	23	27	0	50
Dec 2021	35	23	0	58
Jan 2022	39	32	0	71
Feb 2022	35	26	1	62
Mar 2022	45	33	1	79
Apr 2022	49	22	1	72
May 2022	35	22	1	58
Jun 2022	27	14	1	42
Jul 2022	38	29	0	67
Aug 2022	38	24	0	62
Sep 2022	34	17	1	52
Oct 2022	44	21	2	67
Nov 2022	60	22	1	83
Dec 2022	39	16	0	55
Jan 2023	83	39	4	126
Feb 2023	54	23	0	77
Mar 2023	76	46	21	143
Apr 2023	26	64	0	90
May 2023	44	32	0	76
Jun 2023	33	21	0	54
Jul 2023	36	23	2	61
Aug 2023	33	14	1	48
Sep 2023	40	21	2	63
Oct 2023	128	45	2	175
Nov 2023	163	29	3	195
Dec 2023	58	15	1	74
Jan 2024	49	16	0	65
Feb 2024	40	29	1	70
Mar 2024	35	25	4	64
Apr 2024	69	39	5	113
May 2024	50	33	3	86
Jun 2024	67	34	2	103
Jul 2024	43	39	3	85
Aug 2024	92	39	2	133
Sep 2024	57	53	1	111
Oct 2024	89	23	0	112
Nov 2024	61	34	1	96
Dec 2024	34	28	1	63
Jan 2025	55	25	0	80
Feb 2025	77	13	3	93
Mar 2025	98	31	2	131
Apr 2025	58	31	1	90
May 2025	58	28	1	87
Jun 2025	64	34	0	98
Jul 2025	84	32	2	118
Aug 2025	85	42	3	130
Sep 2025	83	34	1	118
Oct 2025	52	34	2	88
Nov 2025	70	30	7	107

Cumulative views and downloads (calculated since 01 Feb 2013, article published on 14 Mar 2012)

Month	HTML	PDF	XML	Total
Feb 2013	69	79	4	152
Mar 2013	65	72	10	147
Apr 2013	63	55	6	124
May 2013	51	76	7	134
Jun 2013	49	52	10	111
Jul 2013	42	49	4	95
Aug 2013	47	46	2	95
Sep 2013	46	76	3	125
Oct 2013	79	79	3	161
Nov 2013	73	85	0	158
Dec 2013	56	76	2	134
Jan 2014	62	70	3	135
Feb 2014	44	59	10	113
Mar 2014	76	68	7	151
Apr 2014	35	100	3	138
May 2014	59	98	5	162
Jun 2014	38	65	7	110
Jul 2014	33	97	2	132
Aug 2014	35	61	1	97
Sep 2014	28	82	4	114
Oct 2014	39	95	1	135
Nov 2014	47	79	1	127
Dec 2014	31	64	2	97
Jan 2015	36	54	2	92
Feb 2015	23	27	1	51
Mar 2015	32	47	0	79
Apr 2015	30	21	2	53
May 2015	12	27	0	39
Jun 2015	44	46	1	91
Jul 2015	39	26	1	66
Aug 2015	21	22	0	43
Sep 2015	28	53	0	81
Oct 2015	27	37	0	64
Nov 2015	53	25	1	79
Dec 2015	14	21	0	35
Jan 2016	37	29	0	66
Feb 2016	37	54	4	95
Mar 2016	52	51	1	104
Apr 2016	24	74	0	98
May 2016	17	42	0	59
Jun 2016	19	26	0	45
Jul 2016	25	27	2	54
Aug 2016	15	25	0	40
Sep 2016	22	25	1	48
Oct 2016	24	23	3	50
Nov 2016	27	9	8	44
Dec 2016	11	14	1	26
Jan 2017	24	24	0	48
Feb 2017	19	9	3	31
Mar 2017	35	24	4	63
Apr 2017	41	24	2	67
May 2017	41	31	1	73
Jun 2017	27	14	2	43
Jul 2017	28	27	1	56
Aug 2017	26	23	0	49
Sep 2017	15	21	1	37
Oct 2017	23	12	0	35
Nov 2017	18	14	0	32
Dec 2017	15	22	0	37
Jan 2018	17	29	0	46
Feb 2018	27	23	1	51
Mar 2018	27	28	0	55
Apr 2018	39	32	0	71
May 2018	22	33	0	55
Jun 2018	25	26	0	51
Jul 2018	36	36	2	74
Aug 2018	30	29	0	59
Sep 2018	19	25	1	45
Oct 2018	30	20	2	52
Nov 2018	25	28	2	55
Dec 2018	25	16	0	41
Jan 2019	21	19	1	41
Feb 2019	36	23	1	60
Mar 2019	33	26	0	59
Apr 2019	26	19	0	45
May 2019	36	15	1	52
Jun 2019	37	17	0	54
Jul 2019	32	17	1	50
Aug 2019	28	15	0	43
Sep 2019	24	23	0	47
Oct 2019	21	20	1	42
Nov 2019	29	19	0	48
Dec 2019	16	12	1	29
Jan 2020	33	21	2	56
Feb 2020	25	12	1	38
Mar 2020	19	20	0	39
Apr 2020	12	24	1	37
May 2020	14	23	1	38
Jun 2020	18	17	0	35
Jul 2020	45	24	18	87
Aug 2020	29	24	7	60
Sep 2020	28	31	0	59
Oct 2020	17	24	0	41
Nov 2020	30	18	0	48
Dec 2020	26	24	0	50
Jan 2021	42	41	1	84
Feb 2021	36	26	0	62
Mar 2021	47	33	0	80
Apr 2021	20	21	0	41
May 2021	21	24	1	46
Jun 2021	26	24	1	51
Jul 2021	26	18	1	45
Aug 2021	24	22	0	46
Sep 2021	34	28	0	62
Oct 2021	26	49	0	75
Nov 2021	23	27	0	50
Dec 2021	35	23	0	58
Jan 2022	39	32	0	71
Feb 2022	35	26	1	62
Mar 2022	45	33	1	79
Apr 2022	49	22	1	72
May 2022	35	22	1	58
Jun 2022	27	14	1	42
Jul 2022	38	29	0	67
Aug 2022	38	24	0	62
Sep 2022	34	17	1	52
Oct 2022	44	21	2	67
Nov 2022	60	22	1	83
Dec 2022	39	16	0	55
Jan 2023	83	39	4	126
Feb 2023	54	23	0	77
Mar 2023	76	46	21	143
Apr 2023	26	64	0	90
May 2023	44	32	0	76
Jun 2023	33	21	0	54
Jul 2023	36	23	2	61
Aug 2023	33	14	1	48
Sep 2023	40	21	2	63
Oct 2023	128	45	2	175
Nov 2023	163	29	3	195
Dec 2023	58	15	1	74
Jan 2024	49	16	0	65
Feb 2024	40	29	1	70
Mar 2024	35	25	4	64
Apr 2024	69	39	5	113
May 2024	50	33	3	86
Jun 2024	67	34	2	103
Jul 2024	43	39	3	85
Aug 2024	92	39	2	133
Sep 2024	57	53	1	111
Oct 2024	89	23	0	112
Nov 2024	61	34	1	96
Dec 2024	34	28	1	63
Jan 2025	55	25	0	80
Feb 2025	77	13	3	93
Mar 2025	98	31	2	131
Apr 2025	58	31	1	90
May 2025	58	28	1	87
Jun 2025	64	34	0	98
Jul 2025	84	32	2	118
Aug 2025	85	42	3	130
Sep 2025	83	34	1	118
Oct 2025	52	34	2	88
Nov 2025	70	30	7	107

Latest update: 27 Nov 2025