Ecosystem model optimization using in situ flux observations: benefit of Monte Carlo versus variational schemes and analyses of the year-to-year model performances

Santaren, D.; Peylin, P.; Bacour, C.; Ciais, P.; Longdoz, B.

doi:10.5194/bg-11-7137-2014

Articles | Volume 11, issue 24

https://doi.org/10.5194/bg-11-7137-2014

© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/bg-11-7137-2014

© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 11, issue 24

Research article

|

16 Dec 2014

Research article |

| 16 Dec 2014

Ecosystem model optimization using in situ flux observations: benefit of Monte Carlo versus variational schemes and analyses of the year-to-year model performances

D. Santaren, P. Peylin, C. Bacour, P. Ciais, and B. Longdoz

Viewed

Total article views: 3,422 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
1,919	1,349	154	3,422	159	175

HTML: 1,919
PDF: 1,349
XML: 154
Total: 3,422
BibTeX: 159
EndNote: 175

Views and downloads (calculated since 20 Nov 2013)

Month	HTML	PDF	XML	Total
Nov 2013	75	44	3	122
Dec 2013	35	30	3	68
Jan 2014	10	19	2	31
Feb 2014	11	21	4	36
Mar 2014	14	13	4	31
Apr 2014	9	10	0	19
May 2014	8	14	1	23
Jun 2014	5	15	0	20
Jul 2014	1	8	1	10
Aug 2014	3	10	0	13
Sep 2014	11	11	0	22
Oct 2014	9	8	2	19
Nov 2014	13	11	1	25
Dec 2014	154	48	5	207
Jan 2015	41	28	2	71
Feb 2015	15	8	2	25
Mar 2015	12	9	1	22
Apr 2015	21	6	0	27
May 2015	6	10	1	17
Jun 2015	30	9	3	42
Jul 2015	22	5	1	28
Aug 2015	9	5	1	15
Sep 2015	3	5	1	9
Oct 2015	18	8	0	26
Nov 2015	28	16	3	47
Dec 2015	12	10	0	22
Jan 2016	17	7	0	24
Feb 2016	18	5	2	25
Mar 2016	23	13	0	36
Apr 2016	4	4	1	9
May 2016	9	5	1	15
Jun 2016	10	3	4	17
Jul 2016	8	2	2	12
Aug 2016	6	0	6
Sep 2016	13	4	0	17
Oct 2016	11	6	0	17
Nov 2016	6	1	0	7
Dec 2016	1	2	0	3
Jan 2017	15	5	1	21
Feb 2017	5	0	5
Mar 2017	14	4	0	18
Apr 2017	20	5	3	28
May 2017	19	11	1	31
Jun 2017	22	1	0	23
Jul 2017	14	4	1	19
Aug 2017	3	41	1	45
Sep 2017	6	3	0	9
Oct 2017	1	6	0	7
Nov 2017	8	9	0	17
Dec 2017	7	7	0	14
Jan 2018	5	2	0	7
Feb 2018	3	3	0	6
Mar 2018	9	13	0	22
Apr 2018	5	4	0	9
May 2018	7	8	0	15
Jun 2018	6	6	0	12
Jul 2018	10	7	0	17
Aug 2018	9	5	0	14
Sep 2018	8	8	0	16
Oct 2018	6	12	0	18
Nov 2018	9	8	0	17
Dec 2018	9	5	0	14
Jan 2019	6	6	0	12
Feb 2019	7	3	0	10
Mar 2019	5	7	0	12
Apr 2019	3	3	0	6
May 2019	6	3	0	9
Jun 2019	5	5	0	10
Jul 2019	5	6	0	11
Aug 2019	3	3	0	6
Sep 2019	2	1	0	3
Oct 2019	9	8	1	18
Nov 2019	3	6	0	9
Dec 2019	2	3	0	5
Jan 2020	6	4	0	10
Feb 2020	7	4	0	11
Mar 2020	3	2	0	5
Apr 2020	2	4	1	7
May 2020	9	6	2	17
Jun 2020	19	7	1	27
Jul 2020	24	12	4	40
Aug 2020	4	5	7	16
Sep 2020	15	7	2	24
Oct 2020	9	4	2	15
Nov 2020	5	4	1	10
Dec 2020	9	3	0	12
Jan 2021	17	7	1	25
Feb 2021	7	4	1	12
Mar 2021	7	7	1	15
Apr 2021	7	7	0	14
May 2021	9	9	0	18
Jun 2021	2	3	0	5
Jul 2021	2	9	0	11
Aug 2021	9	9	0	18
Sep 2021	7	5	0	12
Oct 2021	4	32	0	36
Nov 2021	13	34	1	48
Dec 2021	7	7	0	14
Jan 2022	10	12	0	22
Feb 2022	10	4	1	15
Mar 2022	5	5	0	10
Apr 2022	10	7	1	18
May 2022	6	10	0	16
Jun 2022	3	6	0	9
Jul 2022	3	3	0	6
Aug 2022	8	3	0	11
Sep 2022	3	3	1	7
Oct 2022	9	5	2	16
Nov 2022	21	6	1	28
Dec 2022	15	8	1	24
Jan 2023	13	9	0	22
Feb 2023	9	7	1	17
Mar 2023	13	7	0	20
Apr 2023	7	5	0	12
May 2023	8	8	1	17
Jun 2023	9	8	3	20
Jul 2023	7	6	1	14
Aug 2023	6	4	3	13
Sep 2023	3	3	0	6
Oct 2023	9	5	1	15
Nov 2023	3	1	4
Dec 2023	11	4	0	15
Jan 2024	10	12	0	22
Feb 2024	4	5	0	9
Mar 2024	14	9	2	25
Apr 2024	8	4	1	13
May 2024	17	12	6	35
Jun 2024	15	7	1	23
Jul 2024	12	11	2	25
Aug 2024	26	11	1	38
Sep 2024	11	4	0	15
Oct 2024	11	8	1	20
Nov 2024	7	5	1	13
Dec 2024	9	12	2	23
Jan 2025	15	15	0	30
Feb 2025	28	8	0	36
Mar 2025	16	8	0	24
Apr 2025	20	17	2	39
May 2025	24	4	1	29
Jun 2025	38	15	0	53
Jul 2025	19	18	1	38
Aug 2025	25	13	2	40
Sep 2025	26	20	1	47
Oct 2025	30	23	1	54
Nov 2025	29	20	15	64
Dec 2025	19	25	4	48
Jan 2026	36	22	6	64
Feb 2026	37	18	0	55
Mar 2026	24	15	2	41
Apr 2026	8	11	1	20

Cumulative views and downloads (calculated since 20 Nov 2013)

Month	HTML	PDF	XML	Total
Nov 2013	75	44	3	122
Dec 2013	35	30	3	68
Jan 2014	10	19	2	31
Feb 2014	11	21	4	36
Mar 2014	14	13	4	31
Apr 2014	9	10	0	19
May 2014	8	14	1	23
Jun 2014	5	15	0	20
Jul 2014	1	8	1	10
Aug 2014	3	10	0	13
Sep 2014	11	11	0	22
Oct 2014	9	8	2	19
Nov 2014	13	11	1	25
Dec 2014	154	48	5	207
Jan 2015	41	28	2	71
Feb 2015	15	8	2	25
Mar 2015	12	9	1	22
Apr 2015	21	6	0	27
May 2015	6	10	1	17
Jun 2015	30	9	3	42
Jul 2015	22	5	1	28
Aug 2015	9	5	1	15
Sep 2015	3	5	1	9
Oct 2015	18	8	0	26
Nov 2015	28	16	3	47
Dec 2015	12	10	0	22
Jan 2016	17	7	0	24
Feb 2016	18	5	2	25
Mar 2016	23	13	0	36
Apr 2016	4	4	1	9
May 2016	9	5	1	15
Jun 2016	10	3	4	17
Jul 2016	8	2	2	12
Aug 2016	6	0	6
Sep 2016	13	4	0	17
Oct 2016	11	6	0	17
Nov 2016	6	1	0	7
Dec 2016	1	2	0	3
Jan 2017	15	5	1	21
Feb 2017	5	0	5
Mar 2017	14	4	0	18
Apr 2017	20	5	3	28
May 2017	19	11	1	31
Jun 2017	22	1	0	23
Jul 2017	14	4	1	19
Aug 2017	3	41	1	45
Sep 2017	6	3	0	9
Oct 2017	1	6	0	7
Nov 2017	8	9	0	17
Dec 2017	7	7	0	14
Jan 2018	5	2	0	7
Feb 2018	3	3	0	6
Mar 2018	9	13	0	22
Apr 2018	5	4	0	9
May 2018	7	8	0	15
Jun 2018	6	6	0	12
Jul 2018	10	7	0	17
Aug 2018	9	5	0	14
Sep 2018	8	8	0	16
Oct 2018	6	12	0	18
Nov 2018	9	8	0	17
Dec 2018	9	5	0	14
Jan 2019	6	6	0	12
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Apr 2019	3	3	0	6
May 2019	6	3	0	9
Jun 2019	5	5	0	10
Jul 2019	5	6	0	11
Aug 2019	3	3	0	6
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Oct 2019	9	8	1	18
Nov 2019	3	6	0	9
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Jan 2020	6	4	0	10
Feb 2020	7	4	0	11
Mar 2020	3	2	0	5
Apr 2020	2	4	1	7
May 2020	9	6	2	17
Jun 2020	19	7	1	27
Jul 2020	24	12	4	40
Aug 2020	4	5	7	16
Sep 2020	15	7	2	24
Oct 2020	9	4	2	15
Nov 2020	5	4	1	10
Dec 2020	9	3	0	12
Jan 2021	17	7	1	25
Feb 2021	7	4	1	12
Mar 2021	7	7	1	15
Apr 2021	7	7	0	14
May 2021	9	9	0	18
Jun 2021	2	3	0	5
Jul 2021	2	9	0	11
Aug 2021	9	9	0	18
Sep 2021	7	5	0	12
Oct 2021	4	32	0	36
Nov 2021	13	34	1	48
Dec 2021	7	7	0	14
Jan 2022	10	12	0	22
Feb 2022	10	4	1	15
Mar 2022	5	5	0	10
Apr 2022	10	7	1	18
May 2022	6	10	0	16
Jun 2022	3	6	0	9
Jul 2022	3	3	0	6
Aug 2022	8	3	0	11
Sep 2022	3	3	1	7
Oct 2022	9	5	2	16
Nov 2022	21	6	1	28
Dec 2022	15	8	1	24
Jan 2023	13	9	0	22
Feb 2023	9	7	1	17
Mar 2023	13	7	0	20
Apr 2023	7	5	0	12
May 2023	8	8	1	17
Jun 2023	9	8	3	20
Jul 2023	7	6	1	14
Aug 2023	6	4	3	13
Sep 2023	3	3	0	6
Oct 2023	9	5	1	15
Nov 2023	3	1	4
Dec 2023	11	4	0	15
Jan 2024	10	12	0	22
Feb 2024	4	5	0	9
Mar 2024	14	9	2	25
Apr 2024	8	4	1	13
May 2024	17	12	6	35
Jun 2024	15	7	1	23
Jul 2024	12	11	2	25
Aug 2024	26	11	1	38
Sep 2024	11	4	0	15
Oct 2024	11	8	1	20
Nov 2024	7	5	1	13
Dec 2024	9	12	2	23
Jan 2025	15	15	0	30
Feb 2025	28	8	0	36
Mar 2025	16	8	0	24
Apr 2025	20	17	2	39
May 2025	24	4	1	29
Jun 2025	38	15	0	53
Jul 2025	19	18	1	38
Aug 2025	25	13	2	40
Sep 2025	26	20	1	47
Oct 2025	30	23	1	54
Nov 2025	29	20	15	64
Dec 2025	19	25	4	48
Jan 2026	36	22	6	64
Feb 2026	37	18	0	55
Mar 2026	24	15	2	41
Apr 2026	8	11	1	20

Latest update: 15 Apr 2026