A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals

Crow, W. T.; Ryu, D.

doi:10.5194/hess-13-1-2009

Articles | Volume 13, issue 1

https://doi.org/10.5194/hess-13-1-2009

© Author(s) 2009. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue:

Remote sensing in hydrological sciences

https://doi.org/10.5194/hess-13-1-2009

© Author(s) 2009. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 13, issue 1

07 Jan 2009

| 07 Jan 2009

A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals

W. T. Crow and D. Ryu

Viewed

Total article views: 5,859 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
2,796	2,920	143	5,859	146	151

HTML: 2,796
PDF: 2,920
XML: 143
Total: 5,859
BibTeX: 146
EndNote: 151

Views and downloads (calculated since 01 Feb 2013, article published on 22 Jul 2008)

Month	HTML	PDF	XML	Total
Feb 2013	17	73	2	92
Mar 2013	13	52	0	65
Apr 2013	22	44	0	66
May 2013	8	47	0	55
Jun 2013	14	44	1	59
Jul 2013	14	31	0	45
Aug 2013	19	16	0	35
Sep 2013	14	19	0	33
Oct 2013	21	43	1	65
Nov 2013	12	45	0	57
Dec 2013	17	29	1	47
Jan 2014	14	39	3	56
Feb 2014	12	45	8	65
Mar 2014	30	46	6	82
Apr 2014	12	35	5	52
May 2014	8	58	1	67
Jun 2014	16	32	0	48
Jul 2014	9	58	0	67
Aug 2014	14	33	1	48
Sep 2014	26	41	1	68
Oct 2014	11	47	1	59
Nov 2014	15	33	1	49
Dec 2014	10	34	2	46
Jan 2015	8	32	0	40
Feb 2015	9	28	0	37
Mar 2015	19	14	1	34
Apr 2015	40	12	1	53
May 2015	8	23	0	31
Jun 2015	33	5	0	38
Jul 2015	26	16	1	43
Aug 2015	9	11	0	20
Sep 2015	24	10	0	34
Oct 2015	35	19	1	55
Nov 2015	28	7	1	36
Dec 2015	14	18	0	32
Jan 2016	31	23	0	54
Feb 2016	20	21	2	43
Mar 2016	39	16	0	55
Apr 2016	17	11	0	28
May 2016	8	8	0	16
Jun 2016	7	4	0	11
Jul 2016	10	4	2	16
Aug 2016	4	6	0	10
Sep 2016	8	5	0	13
Oct 2016	6	6	1	13
Nov 2016	6	1	0	7
Dec 2016	7	6	0	13
Jan 2017	9	6	1	16
Feb 2017	6	3	0	9
Mar 2017	20	34	1	55
Apr 2017	17	38	1	56
May 2017	23	10	1	34
Jun 2017	31	13	1	45
Jul 2017	17	16	0	33
Aug 2017	7	14	1	22
Sep 2017	11	14	0	25
Oct 2017	2	11	0	13
Nov 2017	17	18	0	35
Dec 2017	9	17	0	26
Jan 2018	18	41	1	60
Feb 2018	14	26	0	40
Mar 2018	13	25	0	38
Apr 2018	9	20	0	29
May 2018	12	23	0	35
Jun 2018	7	17	0	24
Jul 2018	5	14	0	19
Aug 2018	12	11	0	23
Sep 2018	12	10	0	22
Oct 2018	16	25	0	41
Nov 2018	13	25	0	38
Dec 2018	14	16	0	30
Jan 2019	13	8	0	21
Feb 2019	6	7	0	13
Mar 2019	12	16	0	28
Apr 2019	5	7	0	12
May 2019	10	13	0	23
Jun 2019	7	10	0	17
Jul 2019	6	10	0	16
Aug 2019	4	13	0	17
Sep 2019	5	14	0	19
Oct 2019	12	21	0	33
Nov 2019	11	8	1	20
Dec 2019	16	20	1	37
Jan 2020	15	12	1	28
Feb 2020	10	12	1	23
Mar 2020	8	13	1	22
Apr 2020	6	11	0	17
May 2020	2	9	0	11
Jun 2020	15	8	0	23
Jul 2020	31	27	18	76
Aug 2020	9	12	3	24
Sep 2020	16	13	0	29
Oct 2020	12	10	1	23
Nov 2020	7	14	0	21
Dec 2020	13	12	0	25
Jan 2021	25	28	0	53
Feb 2021	10	25	0	35
Mar 2021	13	12	0	25
Apr 2021	16	15	0	31
May 2021	15	17	0	32
Jun 2021	12	14	0	26
Jul 2021	10	11	0	21
Aug 2021	8	12	0	20
Sep 2021	10	14	0	24
Oct 2021	9	41	0	50
Nov 2021	19	34	0	53
Dec 2021	16	15	0	31
Jan 2022	33	19	0	52
Feb 2022	5	10	1	16
Mar 2022	17	11	0	28
Apr 2022	18	8	1	27
May 2022	19	13	1	33
Jun 2022	10	6	2	18
Jul 2022	13	9	0	22
Aug 2022	17	12	0	29
Sep 2022	24	13	0	37
Oct 2022	27	14	1	42
Nov 2022	21	26	1	48
Dec 2022	19	18	0	37
Jan 2023	22	18	3	43
Feb 2023	27	15	2	44
Mar 2023	71	15	1	87
Apr 2023	34	14	0	48
May 2023	24	23	0	47
Jun 2023	15	6	1	22
Jul 2023	24	11	1	36
Aug 2023	27	11	2	40
Sep 2023	25	14	0	39
Oct 2023	46	15	2	63
Nov 2023	11	12	0	23
Dec 2023	19	7	0	26
Jan 2024	34	12	0	46
Feb 2024	31	13	1	45
Mar 2024	43	13	3	59
Apr 2024	46	12	4	62
May 2024	41	17	1	59
Jun 2024	41	18	4	63
Jul 2024	27	13	2	42
Aug 2024	37	7	0	44
Sep 2024	21	9	0	30
Oct 2024	42	9	0	51
Nov 2024	29	18	0	47
Dec 2024	20	10	0	30
Jan 2025	23	20	0	43
Feb 2025	43	18	2	63
Mar 2025	31	11	2	44
Apr 2025	37	18	0	55
May 2025	23	7	4	34
Jun 2025	29	20	4	53
Jul 2025	18	24	0	42
Aug 2025	21	25	1	47
Sep 2025	33	16	5	54
Oct 2025	29	29	2	60
Nov 2025	37	26	11	74

Cumulative views and downloads (calculated since 01 Feb 2013, article published on 22 Jul 2008)

Month	HTML	PDF	XML	Total
Feb 2013	17	73	2	92
Mar 2013	13	52	0	65
Apr 2013	22	44	0	66
May 2013	8	47	0	55
Jun 2013	14	44	1	59
Jul 2013	14	31	0	45
Aug 2013	19	16	0	35
Sep 2013	14	19	0	33
Oct 2013	21	43	1	65
Nov 2013	12	45	0	57
Dec 2013	17	29	1	47
Jan 2014	14	39	3	56
Feb 2014	12	45	8	65
Mar 2014	30	46	6	82
Apr 2014	12	35	5	52
May 2014	8	58	1	67
Jun 2014	16	32	0	48
Jul 2014	9	58	0	67
Aug 2014	14	33	1	48
Sep 2014	26	41	1	68
Oct 2014	11	47	1	59
Nov 2014	15	33	1	49
Dec 2014	10	34	2	46
Jan 2015	8	32	0	40
Feb 2015	9	28	0	37
Mar 2015	19	14	1	34
Apr 2015	40	12	1	53
May 2015	8	23	0	31
Jun 2015	33	5	0	38
Jul 2015	26	16	1	43
Aug 2015	9	11	0	20
Sep 2015	24	10	0	34
Oct 2015	35	19	1	55
Nov 2015	28	7	1	36
Dec 2015	14	18	0	32
Jan 2016	31	23	0	54
Feb 2016	20	21	2	43
Mar 2016	39	16	0	55
Apr 2016	17	11	0	28
May 2016	8	8	0	16
Jun 2016	7	4	0	11
Jul 2016	10	4	2	16
Aug 2016	4	6	0	10
Sep 2016	8	5	0	13
Oct 2016	6	6	1	13
Nov 2016	6	1	0	7
Dec 2016	7	6	0	13
Jan 2017	9	6	1	16
Feb 2017	6	3	0	9
Mar 2017	20	34	1	55
Apr 2017	17	38	1	56
May 2017	23	10	1	34
Jun 2017	31	13	1	45
Jul 2017	17	16	0	33
Aug 2017	7	14	1	22
Sep 2017	11	14	0	25
Oct 2017	2	11	0	13
Nov 2017	17	18	0	35
Dec 2017	9	17	0	26
Jan 2018	18	41	1	60
Feb 2018	14	26	0	40
Mar 2018	13	25	0	38
Apr 2018	9	20	0	29
May 2018	12	23	0	35
Jun 2018	7	17	0	24
Jul 2018	5	14	0	19
Aug 2018	12	11	0	23
Sep 2018	12	10	0	22
Oct 2018	16	25	0	41
Nov 2018	13	25	0	38
Dec 2018	14	16	0	30
Jan 2019	13	8	0	21
Feb 2019	6	7	0	13
Mar 2019	12	16	0	28
Apr 2019	5	7	0	12
May 2019	10	13	0	23
Jun 2019	7	10	0	17
Jul 2019	6	10	0	16
Aug 2019	4	13	0	17
Sep 2019	5	14	0	19
Oct 2019	12	21	0	33
Nov 2019	11	8	1	20
Dec 2019	16	20	1	37
Jan 2020	15	12	1	28
Feb 2020	10	12	1	23
Mar 2020	8	13	1	22
Apr 2020	6	11	0	17
May 2020	2	9	0	11
Jun 2020	15	8	0	23
Jul 2020	31	27	18	76
Aug 2020	9	12	3	24
Sep 2020	16	13	0	29
Oct 2020	12	10	1	23
Nov 2020	7	14	0	21
Dec 2020	13	12	0	25
Jan 2021	25	28	0	53
Feb 2021	10	25	0	35
Mar 2021	13	12	0	25
Apr 2021	16	15	0	31
May 2021	15	17	0	32
Jun 2021	12	14	0	26
Jul 2021	10	11	0	21
Aug 2021	8	12	0	20
Sep 2021	10	14	0	24
Oct 2021	9	41	0	50
Nov 2021	19	34	0	53
Dec 2021	16	15	0	31
Jan 2022	33	19	0	52
Feb 2022	5	10	1	16
Mar 2022	17	11	0	28
Apr 2022	18	8	1	27
May 2022	19	13	1	33
Jun 2022	10	6	2	18
Jul 2022	13	9	0	22
Aug 2022	17	12	0	29
Sep 2022	24	13	0	37
Oct 2022	27	14	1	42
Nov 2022	21	26	1	48
Dec 2022	19	18	0	37
Jan 2023	22	18	3	43
Feb 2023	27	15	2	44
Mar 2023	71	15	1	87
Apr 2023	34	14	0	48
May 2023	24	23	0	47
Jun 2023	15	6	1	22
Jul 2023	24	11	1	36
Aug 2023	27	11	2	40
Sep 2023	25	14	0	39
Oct 2023	46	15	2	63
Nov 2023	11	12	0	23
Dec 2023	19	7	0	26
Jan 2024	34	12	0	46
Feb 2024	31	13	1	45
Mar 2024	43	13	3	59
Apr 2024	46	12	4	62
May 2024	41	17	1	59
Jun 2024	41	18	4	63
Jul 2024	27	13	2	42
Aug 2024	37	7	0	44
Sep 2024	21	9	0	30
Oct 2024	42	9	0	51
Nov 2024	29	18	0	47
Dec 2024	20	10	0	30
Jan 2025	23	20	0	43
Feb 2025	43	18	2	63
Mar 2025	31	11	2	44
Apr 2025	37	18	0	55
May 2025	23	7	4	34
Jun 2025	29	20	4	53
Jul 2025	18	24	0	42
Aug 2025	21	25	1	47
Sep 2025	33	16	5	54
Oct 2025	29	29	2	60
Nov 2025	37	26	11	74

Latest update: 24 Nov 2025