Toggle Main Menu Toggle Search

Open Access padlockePrints

UKGrsHP: a UK high-resolution gauge–radar–satellite merged hourly precipitation analysis dataset

Lookup NU author(s): Dr Jingjing Yu, Dr Xiaofeng Li, Dr Elizabeth Lewis, Dr Stephen Blenkinsop, Professor Hayley Fowler

Downloads


Licence

This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).


Abstract

There is an urgent need for high-quality and high-spatial-resolution hourly precipitation products around the globe, including the UK. Although hourly precipitation products exist for the UK, these either contain large errors, or are insufficient in spatial resolution. An efficient way to solve this is to develop a merged precipitation product that combines the information and benefits from multiple data sources, improving both the spatial resolution and accuracy of hourly precipitation estimates over the UK. In this study, we develop a UK high-resolution gauge–radar–satellite merged hourly precipitation analysis: the UKGrsHP. It covers the UK from 12.5° W to 3.5° E, 49° N–60° N, with a spatial resolution of 0.01° × 0.01° in latitude/longitude (equivalent to 1 km resolution in the mid-latitudes). An optimal interpolation (OI)–based multi-source merging scheme with compound strategy is developed and tested for producing the UKGrsHP. Three input data sources are used: gauge analysis data interpolated from 1903 quality-controlled hourly observations, the UK Nimrod radar precipitation analysis and the GSMaP global satellite precipitation analysis. Using independent tests against ~ 220 independent gauge observations on 1 year’s experimental UKGrsHP, covering the period from January to December 2014, we find that the final merged data performs better than three individual precipitation analyses used as inputs. A full version of the UKGrsHP starting in April 2004 is now under production, which will have wide applications in climate services and scientific research across multiple disciplines.


Publication metadata

Author(s): Yu J, Li X-F, Lewis E, Blenkinsop S, Fowler H

Publication type: Article

Publication status: Published

Journal: Climate Dynamics

Year: 2020

Issue: ePub ahead of Print

Online publication date: 07/02/2020

Acceptance date: 24/01/2020

Date deposited: 09/02/2020

ISSN (print): 0930-7575

ISSN (electronic): 1432-0894

Publisher: Springer Berlin Heidelberg

URL: https://doi.org/10.1007/s00382-020-05144-2

DOI: 10.1007/s00382-020-05144-2

Notes: This work was supported by the INTENSE project. INTENSE is supported by the European Research Council (Grant ERC-2013-CoG-617329). Hayley Fowler is funded by the Wolfson Foundation and the Royal Society as a Royal Society Wolfson Research Merit Award holder (Grant WM140025).


Altmetrics

Altmetrics provided by Altmetric


Actions

Find at Newcastle University icon    Link to this publication


Share