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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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
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Oct 2025	44	27	4	75
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Dec 2025	38	48	3	89
Jan 2026	66	34	5	105

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
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Oct 2025	44	27	4	75
Nov 2025	57	35	2	94
Dec 2025	38	48	3	89
Jan 2026	66	34	5	105

Latest update: 24 Jan 2026

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.