Correction of approximation errors with Random Forests applied to modelling  of cloud droplet formation

Lipponen, A.; Kolehmainen, V.; Romakkaniemi, S.; Kokkola, H.

doi:10.5194/gmd-6-2087-2013

Articles | Volume 6, issue 6

https://doi.org/10.5194/gmd-6-2087-2013

© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/gmd-6-2087-2013

© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 6, issue 6

Development and technical paper

|

16 Dec 2013

Development and technical paper |

| 16 Dec 2013

Correction of approximation errors with Random Forests applied to modelling of cloud droplet formation

A. Lipponen, V. Kolehmainen, S. Romakkaniemi, and H. Kokkola

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Total article views: 4,665 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
2,888	1,584	193	4,665	250	251

HTML: 2,888
PDF: 1,584
XML: 193
Total: 4,665
BibTeX: 250
EndNote: 251

Views and downloads (calculated since 19 Apr 2013)

Month	HTML	PDF	XML	Total
Apr 2013	51	20	2	73
May 2013	39	21	0	60
Jun 2013	19	14	0	33
Jul 2013	6	8	5	19
Aug 2013	4	10	0	14
Sep 2013	9	13	0	22
Oct 2013	21	17	0	38
Nov 2013	11	10	1	22
Dec 2013	59	52	3	114
Jan 2014	31	35	3	69
Feb 2014	31	33	3	67
Mar 2014	33	35	1	69
Apr 2014	30	31	2	63
May 2014	14	18	2	34
Jun 2014	3	17	0	20
Jul 2014	11	21	1	33
Aug 2014	13	25	5	43
Sep 2014	9	24	1	34
Oct 2014	23	12	0	35
Nov 2014	13	25	2	40
Dec 2014	16	31	2	49
Jan 2015	6	22	0	28
Feb 2015	12	6	0	18
Mar 2015	8	13	0	21
Apr 2015	10	7	4	21
May 2015	8	7	1	16
Jun 2015	24	4	0	28
Jul 2015	25	5	3	33
Aug 2015	8	9	0	17
Sep 2015	5	5	1	11
Oct 2015	15	11	1	27
Nov 2015	14	4	0	18
Dec 2015	2	8	0	10
Jan 2016	21	11	1	33
Feb 2016	12	5	1	18
Mar 2016	13	5	0	18
Apr 2016	3	4	0	7
May 2016	12	7	3	22
Jun 2016	9	6	1	16
Jul 2016	10	3	6	19
Aug 2016	10	4	3	17
Sep 2016	13	5	2	20
Oct 2016	11	3	3	17
Nov 2016	10	5	2	17
Dec 2016	6	4	2	12
Jan 2017	19	8	1	28
Feb 2017	12	10	1	23
Mar 2017	21	11	3	35
Apr 2017	33	10	7	50
May 2017	29	17	4	50
Jun 2017	20	18	2	40
Jul 2017	11	7	0	18
Aug 2017	4	6	0	10
Sep 2017	11	7	1	19
Oct 2017	5	3	0	8
Nov 2017	4	5	0	9
Dec 2017	7	5	0	12
Jan 2018	5	6	2	13
Feb 2018	13	6	2	21
Mar 2018	7	10	0	17
Apr 2018	8	4	0	12
May 2018	7	7	1	15
Jun 2018	4	8	0	12
Jul 2018	7	13	0	20
Aug 2018	8	5	0	13
Sep 2018	15	11	0	26
Oct 2018	14	6	1	21
Nov 2018	21	6	1	28
Dec 2018	15	3	0	18
Jan 2019	13	7	2	22
Feb 2019	7	5	0	12
Mar 2019	11	4	0	15
Apr 2019	11	12	0	23
May 2019	12	2	0	14
Jun 2019	10	9	0	19
Jul 2019	12	5	0	17
Aug 2019	15	3	0	18
Sep 2019	8	6	1	15
Oct 2019	15	3	1	19
Nov 2019	16	10	0	26
Dec 2019	13	5	0	18
Jan 2020	19	5	1	25
Feb 2020	12	4	0	16
Mar 2020	10	9	1	20
Apr 2020	11	12	0	23
May 2020	8	10	1	19
Jun 2020	13	10	0	23
Jul 2020	52	32	25	109
Aug 2020	9	4	3	16
Sep 2020	15	8	0	23
Oct 2020	16	7	0	23
Nov 2020	5	10	1	16
Dec 2020	14	17	0	31
Jan 2021	24	12	0	36
Feb 2021	10	6	0	16
Mar 2021	9	6	0	15
Apr 2021	6	2	0	8
May 2021	6	3	0	9
Jun 2021	3	1	1	5
Jul 2021	6	12	0	18
Aug 2021	8	10	0	18
Sep 2021	11	11	0	22
Oct 2021	6	25	0	31
Nov 2021	10	23	1	34
Dec 2021	12	5	1	18
Jan 2022	10	8	0	18
Feb 2022	4	7	2	13
Mar 2022	9	5	0	14
Apr 2022	30	5	0	35
May 2022	33	7	1	41
Jun 2022	32	2	0	34
Jul 2022	23	0	23
Aug 2022	39	7	1	47
Sep 2022	32	3	1	36
Oct 2022	42	6	1	49
Nov 2022	38	7	0	45
Dec 2022	32	5	0	37
Jan 2023	33	10	0	43
Feb 2023	35	7	0	42
Mar 2023	45	3	0	48
Apr 2023	36	7	0	43
May 2023	32	7	0	39
Jun 2023	37	6	1	44
Jul 2023	47	5	0	52
Aug 2023	42	10	1	53
Sep 2023	35	8	1	44
Oct 2023	39	7	1	47
Nov 2023	29	4	0	33
Dec 2023	39	5	2	46
Jan 2024	39	4	0	43
Feb 2024	41	9	0	50
Mar 2024	39	5	0	44
Apr 2024	45	6	5	56
May 2024	18	11	7	36
Jun 2024	27	10	2	39
Jul 2024	11	5	2	18
Aug 2024	30	6	3	39
Sep 2024	10	7	0	17
Oct 2024	15	5	0	20
Nov 2024	10	4	2	16
Dec 2024	6	4	0	10
Jan 2025	12	6	1	19
Feb 2025	22	9	1	32
Mar 2025	17	9	0	26
Apr 2025	14	8	0	22
May 2025	25	9	1	35
Jun 2025	30	14	1	45
Jul 2025	20	23	1	44
Aug 2025	34	18	1	53
Sep 2025	19	23	0	42
Oct 2025	21	25	4	50
Nov 2025	36	28	3	67
Dec 2025	18	16	1	35
Jan 2026	40	18	10	68
Feb 2026	23	8	1	32
Mar 2026	42	11	3	56

Cumulative views and downloads (calculated since 19 Apr 2013)

Month	HTML	PDF	XML	Total
Apr 2013	51	20	2	73
May 2013	39	21	0	60
Jun 2013	19	14	0	33
Jul 2013	6	8	5	19
Aug 2013	4	10	0	14
Sep 2013	9	13	0	22
Oct 2013	21	17	0	38
Nov 2013	11	10	1	22
Dec 2013	59	52	3	114
Jan 2014	31	35	3	69
Feb 2014	31	33	3	67
Mar 2014	33	35	1	69
Apr 2014	30	31	2	63
May 2014	14	18	2	34
Jun 2014	3	17	0	20
Jul 2014	11	21	1	33
Aug 2014	13	25	5	43
Sep 2014	9	24	1	34
Oct 2014	23	12	0	35
Nov 2014	13	25	2	40
Dec 2014	16	31	2	49
Jan 2015	6	22	0	28
Feb 2015	12	6	0	18
Mar 2015	8	13	0	21
Apr 2015	10	7	4	21
May 2015	8	7	1	16
Jun 2015	24	4	0	28
Jul 2015	25	5	3	33
Aug 2015	8	9	0	17
Sep 2015	5	5	1	11
Oct 2015	15	11	1	27
Nov 2015	14	4	0	18
Dec 2015	2	8	0	10
Jan 2016	21	11	1	33
Feb 2016	12	5	1	18
Mar 2016	13	5	0	18
Apr 2016	3	4	0	7
May 2016	12	7	3	22
Jun 2016	9	6	1	16
Jul 2016	10	3	6	19
Aug 2016	10	4	3	17
Sep 2016	13	5	2	20
Oct 2016	11	3	3	17
Nov 2016	10	5	2	17
Dec 2016	6	4	2	12
Jan 2017	19	8	1	28
Feb 2017	12	10	1	23
Mar 2017	21	11	3	35
Apr 2017	33	10	7	50
May 2017	29	17	4	50
Jun 2017	20	18	2	40
Jul 2017	11	7	0	18
Aug 2017	4	6	0	10
Sep 2017	11	7	1	19
Oct 2017	5	3	0	8
Nov 2017	4	5	0	9
Dec 2017	7	5	0	12
Jan 2018	5	6	2	13
Feb 2018	13	6	2	21
Mar 2018	7	10	0	17
Apr 2018	8	4	0	12
May 2018	7	7	1	15
Jun 2018	4	8	0	12
Jul 2018	7	13	0	20
Aug 2018	8	5	0	13
Sep 2018	15	11	0	26
Oct 2018	14	6	1	21
Nov 2018	21	6	1	28
Dec 2018	15	3	0	18
Jan 2019	13	7	2	22
Feb 2019	7	5	0	12
Mar 2019	11	4	0	15
Apr 2019	11	12	0	23
May 2019	12	2	0	14
Jun 2019	10	9	0	19
Jul 2019	12	5	0	17
Aug 2019	15	3	0	18
Sep 2019	8	6	1	15
Oct 2019	15	3	1	19
Nov 2019	16	10	0	26
Dec 2019	13	5	0	18
Jan 2020	19	5	1	25
Feb 2020	12	4	0	16
Mar 2020	10	9	1	20
Apr 2020	11	12	0	23
May 2020	8	10	1	19
Jun 2020	13	10	0	23
Jul 2020	52	32	25	109
Aug 2020	9	4	3	16
Sep 2020	15	8	0	23
Oct 2020	16	7	0	23
Nov 2020	5	10	1	16
Dec 2020	14	17	0	31
Jan 2021	24	12	0	36
Feb 2021	10	6	0	16
Mar 2021	9	6	0	15
Apr 2021	6	2	0	8
May 2021	6	3	0	9
Jun 2021	3	1	1	5
Jul 2021	6	12	0	18
Aug 2021	8	10	0	18
Sep 2021	11	11	0	22
Oct 2021	6	25	0	31
Nov 2021	10	23	1	34
Dec 2021	12	5	1	18
Jan 2022	10	8	0	18
Feb 2022	4	7	2	13
Mar 2022	9	5	0	14
Apr 2022	30	5	0	35
May 2022	33	7	1	41
Jun 2022	32	2	0	34
Jul 2022	23	0	23
Aug 2022	39	7	1	47
Sep 2022	32	3	1	36
Oct 2022	42	6	1	49
Nov 2022	38	7	0	45
Dec 2022	32	5	0	37
Jan 2023	33	10	0	43
Feb 2023	35	7	0	42
Mar 2023	45	3	0	48
Apr 2023	36	7	0	43
May 2023	32	7	0	39
Jun 2023	37	6	1	44
Jul 2023	47	5	0	52
Aug 2023	42	10	1	53
Sep 2023	35	8	1	44
Oct 2023	39	7	1	47
Nov 2023	29	4	0	33
Dec 2023	39	5	2	46
Jan 2024	39	4	0	43
Feb 2024	41	9	0	50
Mar 2024	39	5	0	44
Apr 2024	45	6	5	56
May 2024	18	11	7	36
Jun 2024	27	10	2	39
Jul 2024	11	5	2	18
Aug 2024	30	6	3	39
Sep 2024	10	7	0	17
Oct 2024	15	5	0	20
Nov 2024	10	4	2	16
Dec 2024	6	4	0	10
Jan 2025	12	6	1	19
Feb 2025	22	9	1	32
Mar 2025	17	9	0	26
Apr 2025	14	8	0	22
May 2025	25	9	1	35
Jun 2025	30	14	1	45
Jul 2025	20	23	1	44
Aug 2025	34	18	1	53
Sep 2025	19	23	0	42
Oct 2025	21	25	4	50
Nov 2025	36	28	3	67
Dec 2025	18	16	1	35
Jan 2026	40	18	10	68
Feb 2026	23	8	1	32
Mar 2026	42	11	3	56

Latest update: 29 Mar 2026