Large-scale atmospheric forcing and topographic modification of precipitation rates over High Asia &ndash; a neural-network-based approach

Gerlitz, L.; Conrad, O.; Böhner, J.

doi:10.5194/esd-6-61-2015

Articles | Volume 6, issue 1

https://doi.org/10.5194/esd-6-61-2015

© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue:

Climate Change and Environmental Pressure: Adaptation and...

https://doi.org/10.5194/esd-6-61-2015

© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 6, issue 1

Research article

|

27 Feb 2015

Research article |

| 27 Feb 2015

Large-scale atmospheric forcing and topographic modification of precipitation rates over High Asia – a neural-network-based approach

L. Gerlitz, O. Conrad, and J. Böhner

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Views and downloads (calculated since 13 Oct 2014)

Month	HTML	PDF	XML	Total
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Jan 2015	10	15	1	26
Feb 2015	15	20	1	36
Mar 2015	30	36	2	68
Apr 2015	29	29	1	59
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Jul 2015	39	16	1	56
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Oct 2015	19	6	1	26
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Dec 2015	7	10	1	18
Jan 2016	33	21	0	54
Feb 2016	33	12	2	47
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Apr 2016	7	16	1	24
May 2016	12	18	0	30
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Jul 2016	11	5	2	18
Aug 2016	10	3	1	14
Sep 2016	7	2	0	9
Oct 2016	8	4	0	12
Nov 2016	6	8	0	14
Dec 2016	5	10	0	15
Jan 2017	20	7	0	27
Feb 2017	11	3	0	14
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Feb 2020	32	8	1	41
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Jan 2024	26	13	1	40
Feb 2024	22	5	2	29
Mar 2024	30	13	2	45
Apr 2024	31	9	14	54
May 2024	28	13	2	43
Jun 2024	27	17	2	46
Jul 2024	23	13	5	41
Aug 2024	57	11	7	75
Sep 2024	27	15	2	44
Oct 2024	34	8	1	43
Nov 2024	25	15	1	41
Dec 2024	19	6	1	26
Jan 2025	25	16	4	45
Feb 2025	31	13	2	46
Mar 2025	23	11	2	36
Apr 2025	29	17	1	47
May 2025	46	21	2	69
Jun 2025	56	26	3	85
Jul 2025	36	15	1	52
Aug 2025	36	28	4	68
Sep 2025	45	29	4	78
Oct 2025	44	27	4	75
Nov 2025	57	35	2	94
Dec 2025	26	36	2	64

Cumulative views and downloads (calculated since 13 Oct 2014)

Month	HTML	PDF	XML	Total
Oct 2014	48	29	3	80
Nov 2014	43	29	1	73
Dec 2014	18	28	1	47
Jan 2015	10	15	1	26
Feb 2015	15	20	1	36
Mar 2015	30	36	2	68
Apr 2015	29	29	1	59
May 2015	16	30	0	46
Jun 2015	42	11	1	54
Jul 2015	39	16	1	56
Aug 2015	16	14	2	32
Sep 2015	14	13	1	28
Oct 2015	19	6	1	26
Nov 2015	20	4	2	26
Dec 2015	7	10	1	18
Jan 2016	33	21	0	54
Feb 2016	33	12	2	47
Mar 2016	13	4	1	18
Apr 2016	7	16	1	24
May 2016	12	18	0	30
Jun 2016	9	5	1	15
Jul 2016	11	5	2	18
Aug 2016	10	3	1	14
Sep 2016	7	2	0	9
Oct 2016	8	4	0	12
Nov 2016	6	8	0	14
Dec 2016	5	10	0	15
Jan 2017	20	7	0	27
Feb 2017	11	3	0	14
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Apr 2017	32	14	2	48
May 2017	20	20	1	41
Jun 2017	32	13	0	45
Jul 2017	17	15	1	33
Aug 2017	11	25	0	36
Sep 2017	8	27	1	36
Oct 2017	7	26	1	34
Nov 2017	12	30	0	42
Dec 2017	14	20	1	35
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Feb 2018	8	17	0	25
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May 2018	10	13	0	23
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Aug 2021	14	13	1	28
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Jan 2022	40	25	3	68
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Jan 2023	28	19	0	47
Feb 2023	18	12	0	30
Mar 2023	42	39	1	82
Apr 2023	21	23	0	44
May 2023	18	13	1	32
Jun 2023	27	13	1	41
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Oct 2023	28	19	1	48
Nov 2023	9	3	1	13
Dec 2023	14	6	0	20
Jan 2024	26	13	1	40
Feb 2024	22	5	2	29
Mar 2024	30	13	2	45
Apr 2024	31	9	14	54
May 2024	28	13	2	43
Jun 2024	27	17	2	46
Jul 2024	23	13	5	41
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Sep 2024	27	15	2	44
Oct 2024	34	8	1	43
Nov 2024	25	15	1	41
Dec 2024	19	6	1	26
Jan 2025	25	16	4	45
Feb 2025	31	13	2	46
Mar 2025	23	11	2	36
Apr 2025	29	17	1	47
May 2025	46	21	2	69
Jun 2025	56	26	3	85
Jul 2025	36	15	1	52
Aug 2025	36	28	4	68
Sep 2025	45	29	4	78
Oct 2025	44	27	4	75
Nov 2025	57	35	2	94
Dec 2025	26	36	2	64

Latest update: 21 Dec 2025

Short summary

In order to assess high-resolution precipitation fields for the Tibetan Plateau and the Himalayan Arc, a novel downscaling approach is presented which integrates traditional statistical downscaling and GIS-based terrain parameterization techniques. The approach enables a detailed analysis of the precipitation heterogeinity over the complex target area.