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A First Evaluation of ERA5-Land Reanalysis Temperature Product Over the Chinese Qilian Mountains
- Source :
- Frontiers in Earth Science, Vol 10 (2022)
- Publication Year :
- 2022
- Publisher :
- Frontiers Media S.A., 2022.
-
Abstract
- Reanalysis temperature products are important datasets for temperature estimates over high-elevation areas with few meteorological stations. In this study, surface 2 m air temperature data from 17 meteorological stations from 1979 to 2017 in the Qilian Mountains (QLM) are used for comparison with the newest reanalysis product: ERA5-Land derived from the European Centre for Medium-Range Weather Forecasts (ECMWF). In general, the ERA5-Land temperature product can reproduce the observation variation at different time scales very well. A high monthly correlation coefficient that ranges from 0.978 to 0.998 suggests that ERA5-Land reanalysis temperature could capture the observations very well. However, attention should be paid before using ERA5-Land at individual sites because of the average root-mean-square-error (RMSE) of 2.2°C of all stations. The biases between ERA5-Land temperature and observations are mainly caused by the elevation differences between ERA5-Land grid points and meteorological sites. The annual mean temperature shows a significant warming trend (0.488°C/decade) from 1979 to 2017 based on the observations. ERA5-Land reanalysis temperature captures the increasing trend very well (0.379°C/decade). The biggest positive warming trends of observations and ERA5-Land are both found in summer with values of 0.574°C/decade and 0.496°C/decade, respectively. We suggest that ERA5-Land generally reproduces the temperature trend very well for observations and is reliable for scientific research over the QLM.
- Subjects :
- reanalysis
air temperature
ERA5-Land
Qilian Mountains
warming trend
Science
Subjects
Details
- Language :
- English
- ISSN :
- 22966463
- Volume :
- 10
- Database :
- Directory of Open Access Journals
- Journal :
- Frontiers in Earth Science
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.fa71ce5267df46409ed7d676fb99b07b
- Document Type :
- article
- Full Text :
- https://doi.org/10.3389/feart.2022.907730