Multi-variate flood damage assessment: a tree-based data-mining approach

Merz, B.; Kreibich, H.; Lall, U.

doi:10.5194/nhess-13-53-2013

Articles | Volume 13, issue 1

https://doi.org/10.5194/nhess-13-53-2013

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

Special issue:

Costs of Natural Hazards

https://doi.org/10.5194/nhess-13-53-2013

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

Articles | Volume 13, issue 1

Research article

|

11 Jan 2013

Research article |

| 11 Jan 2013

Multi-variate flood damage assessment: a tree-based data-mining approach

B. Merz, H. Kreibich, and U. Lall

Viewed

Total article views: 7,004 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
3,464	3,260	280	7,004	177	187

HTML: 3,464
PDF: 3,260
XML: 280
Total: 7,004
BibTeX: 177
EndNote: 187

Views and downloads (calculated since 01 Feb 2013)

Month	HTML	PDF	XML	Total
Feb 2013	21	500	8	529
Mar 2013	16	78	2	96
Apr 2013	18	73	7	98
May 2013	20	56	1	77
Jun 2013	16	56	1	73
Jul 2013	26	39	3	68
Aug 2013	24	28	3	55
Sep 2013	20	44	4	68
Oct 2013	23	38	5	66
Nov 2013	18	29	17	64
Dec 2013	20	58	5	83
Jan 2014	27	53	11	91
Feb 2014	30	36	4	70
Mar 2014	24	30	6	60
Apr 2014	15	29	1	45
May 2014	23	41	2	66
Jun 2014	15	32	1	48
Jul 2014	18	20	3	41
Aug 2014	17	26	5	48
Sep 2014	12	33	0	45
Oct 2014	16	28	1	45
Nov 2014	12	19	3	34
Dec 2014	13	21	2	36
Jan 2015	5	14	2	21
Feb 2015	9	7	2	18
Mar 2015	12	12	0	24
Apr 2015	9	8	1	18
May 2015	2	19	1	22
Jun 2015	27	9	0	36
Jul 2015	20	15	1	36
Aug 2015	8	16	0	24
Sep 2015	5	17	3	25
Oct 2015	8	13	1	22
Nov 2015	18	21	2	41
Dec 2015	4	34	1	39
Jan 2016	19	16	2	37
Feb 2016	15	13	0	28
Mar 2016	12	12	0	24
Apr 2016	8	15	0	23
May 2016	9	10	0	19
Jun 2016	6	8	0	14
Jul 2016	6	4	1	11
Aug 2016	5	5	0	10
Sep 2016	14	10	1	25
Oct 2016	9	11	0	20
Nov 2016	4	6	0	10
Dec 2016	4	6	0	10
Jan 2017	15	13	2	30
Feb 2017	6	12	0	18
Mar 2017	13	12	1	26
Apr 2017	17	13	9	39
May 2017	16	10	3	29
Jun 2017	15	17	0	32
Jul 2017	15	29	1	45
Aug 2017	7	10	1	18
Sep 2017	10	12	2	24
Oct 2017	14	17	0	31
Nov 2017	8	24	0	32
Dec 2017	19	17	2	38
Jan 2018	15	20	1	36
Feb 2018	10	6	2	18
Mar 2018	13	6	1	20
Apr 2018	16	10	0	26
May 2018	13	4	2	19
Jun 2018	11	14	3	28
Jul 2018	27	21	3	51
Aug 2018	24	17	5	46
Sep 2018	13	14	3	30
Oct 2018	20	18	5	43
Nov 2018	16	18	2	36
Dec 2018	16	14	0	30
Jan 2019	21	21	1	43
Feb 2019	11	11	1	23
Mar 2019	21	15	0	36
Apr 2019	13	15	1	29
May 2019	14	16	0	30
Jun 2019	8	16	0	24
Jul 2019	16	12	3	31
Aug 2019	13	9	0	22
Sep 2019	8	9	1	18
Oct 2019	12	11	1	24
Nov 2019	17	14	1	32
Dec 2019	8	10	1	19
Jan 2020	18	11	2	31
Feb 2020	14	6	1	21
Mar 2020	13	12	1	26
Apr 2020	22	14	3	39
May 2020	21	7	1	29
Jun 2020	23	12	0	35
Jul 2020	29	15	10	54
Aug 2020	6	10	5	21
Sep 2020	17	6	1	24
Oct 2020	9	10	0	19
Nov 2020	15	9	2	26
Dec 2020	18	7	1	26
Jan 2021	25	15	0	40
Feb 2021	16	6	0	22
Mar 2021	28	21	1	50
Apr 2021	34	17	1	52
May 2021	10	10	0	20
Jun 2021	17	9	1	27
Jul 2021	9	9	1	19
Aug 2021	23	12	0	35
Sep 2021	17	12	1	30
Oct 2021	19	26	0	45
Nov 2021	21	22	1	44
Dec 2021	19	11	2	32
Jan 2022	24	14	2	40
Feb 2022	15	15	2	32
Mar 2022	21	10	0	31
Apr 2022	19	13	2	34
May 2022	16	13	2	31
Jun 2022	25	15	1	41
Jul 2022	16	12	0	28
Aug 2022	26	15	2	43
Sep 2022	26	25	0	51
Oct 2022	31	22	3	56
Nov 2022	36	25	0	61
Dec 2022	37	25	1	63
Jan 2023	41	19	4	64
Feb 2023	20	26	0	46
Mar 2023	65	33	5	103
Apr 2023	39	56	0	95
May 2023	36	23	4	63
Jun 2023	41	21	1	63
Jul 2023	12	6	0	18
Aug 2023	18	19	2	39
Sep 2023	28	17	0	45
Oct 2023	123	19	0	142
Nov 2023	116	8	0	124
Dec 2023	24	5	0	29
Jan 2024	35	12	1	48
Feb 2024	36	11	2	49
Mar 2024	18	12	3	33
Apr 2024	26	12	3	41
May 2024	29	18	1	48
Jun 2024	53	12	6	71
Jul 2024	28	15	3	46
Aug 2024	30	9	2	41
Sep 2024	35	8	2	45
Oct 2024	47	9	0	56
Nov 2024	35	5	0	40
Dec 2024	39	8	3	50
Jan 2025	45	14	0	59
Feb 2025	39	9	2	50
Mar 2025	33	16	1	50
Apr 2025	44	15	1	60
May 2025	44	10	0	54
Jun 2025	51	22	1	74
Jul 2025	32	15	0	47
Aug 2025	43	22	0	65
Sep 2025	89	15	1	105
Oct 2025	33	26	3	62
Nov 2025	65	16	3	84
Dec 2025	44	29	5	78

Cumulative views and downloads (calculated since 01 Feb 2013)

Month	HTML	PDF	XML	Total
Feb 2013	21	500	8	529
Mar 2013	16	78	2	96
Apr 2013	18	73	7	98
May 2013	20	56	1	77
Jun 2013	16	56	1	73
Jul 2013	26	39	3	68
Aug 2013	24	28	3	55
Sep 2013	20	44	4	68
Oct 2013	23	38	5	66
Nov 2013	18	29	17	64
Dec 2013	20	58	5	83
Jan 2014	27	53	11	91
Feb 2014	30	36	4	70
Mar 2014	24	30	6	60
Apr 2014	15	29	1	45
May 2014	23	41	2	66
Jun 2014	15	32	1	48
Jul 2014	18	20	3	41
Aug 2014	17	26	5	48
Sep 2014	12	33	0	45
Oct 2014	16	28	1	45
Nov 2014	12	19	3	34
Dec 2014	13	21	2	36
Jan 2015	5	14	2	21
Feb 2015	9	7	2	18
Mar 2015	12	12	0	24
Apr 2015	9	8	1	18
May 2015	2	19	1	22
Jun 2015	27	9	0	36
Jul 2015	20	15	1	36
Aug 2015	8	16	0	24
Sep 2015	5	17	3	25
Oct 2015	8	13	1	22
Nov 2015	18	21	2	41
Dec 2015	4	34	1	39
Jan 2016	19	16	2	37
Feb 2016	15	13	0	28
Mar 2016	12	12	0	24
Apr 2016	8	15	0	23
May 2016	9	10	0	19
Jun 2016	6	8	0	14
Jul 2016	6	4	1	11
Aug 2016	5	5	0	10
Sep 2016	14	10	1	25
Oct 2016	9	11	0	20
Nov 2016	4	6	0	10
Dec 2016	4	6	0	10
Jan 2017	15	13	2	30
Feb 2017	6	12	0	18
Mar 2017	13	12	1	26
Apr 2017	17	13	9	39
May 2017	16	10	3	29
Jun 2017	15	17	0	32
Jul 2017	15	29	1	45
Aug 2017	7	10	1	18
Sep 2017	10	12	2	24
Oct 2017	14	17	0	31
Nov 2017	8	24	0	32
Dec 2017	19	17	2	38
Jan 2018	15	20	1	36
Feb 2018	10	6	2	18
Mar 2018	13	6	1	20
Apr 2018	16	10	0	26
May 2018	13	4	2	19
Jun 2018	11	14	3	28
Jul 2018	27	21	3	51
Aug 2018	24	17	5	46
Sep 2018	13	14	3	30
Oct 2018	20	18	5	43
Nov 2018	16	18	2	36
Dec 2018	16	14	0	30
Jan 2019	21	21	1	43
Feb 2019	11	11	1	23
Mar 2019	21	15	0	36
Apr 2019	13	15	1	29
May 2019	14	16	0	30
Jun 2019	8	16	0	24
Jul 2019	16	12	3	31
Aug 2019	13	9	0	22
Sep 2019	8	9	1	18
Oct 2019	12	11	1	24
Nov 2019	17	14	1	32
Dec 2019	8	10	1	19
Jan 2020	18	11	2	31
Feb 2020	14	6	1	21
Mar 2020	13	12	1	26
Apr 2020	22	14	3	39
May 2020	21	7	1	29
Jun 2020	23	12	0	35
Jul 2020	29	15	10	54
Aug 2020	6	10	5	21
Sep 2020	17	6	1	24
Oct 2020	9	10	0	19
Nov 2020	15	9	2	26
Dec 2020	18	7	1	26
Jan 2021	25	15	0	40
Feb 2021	16	6	0	22
Mar 2021	28	21	1	50
Apr 2021	34	17	1	52
May 2021	10	10	0	20
Jun 2021	17	9	1	27
Jul 2021	9	9	1	19
Aug 2021	23	12	0	35
Sep 2021	17	12	1	30
Oct 2021	19	26	0	45
Nov 2021	21	22	1	44
Dec 2021	19	11	2	32
Jan 2022	24	14	2	40
Feb 2022	15	15	2	32
Mar 2022	21	10	0	31
Apr 2022	19	13	2	34
May 2022	16	13	2	31
Jun 2022	25	15	1	41
Jul 2022	16	12	0	28
Aug 2022	26	15	2	43
Sep 2022	26	25	0	51
Oct 2022	31	22	3	56
Nov 2022	36	25	0	61
Dec 2022	37	25	1	63
Jan 2023	41	19	4	64
Feb 2023	20	26	0	46
Mar 2023	65	33	5	103
Apr 2023	39	56	0	95
May 2023	36	23	4	63
Jun 2023	41	21	1	63
Jul 2023	12	6	0	18
Aug 2023	18	19	2	39
Sep 2023	28	17	0	45
Oct 2023	123	19	0	142
Nov 2023	116	8	0	124
Dec 2023	24	5	0	29
Jan 2024	35	12	1	48
Feb 2024	36	11	2	49
Mar 2024	18	12	3	33
Apr 2024	26	12	3	41
May 2024	29	18	1	48
Jun 2024	53	12	6	71
Jul 2024	28	15	3	46
Aug 2024	30	9	2	41
Sep 2024	35	8	2	45
Oct 2024	47	9	0	56
Nov 2024	35	5	0	40
Dec 2024	39	8	3	50
Jan 2025	45	14	0	59
Feb 2025	39	9	2	50
Mar 2025	33	16	1	50
Apr 2025	44	15	1	60
May 2025	44	10	0	54
Jun 2025	51	22	1	74
Jul 2025	32	15	0	47
Aug 2025	43	22	0	65
Sep 2025	89	15	1	105
Oct 2025	33	26	3	62
Nov 2025	65	16	3	84
Dec 2025	44	29	5	78

Latest update: 26 Dec 2025