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Comparative analysis of era5 reanalysis data with meteorological data observed in the akhangaran river basin

28-08-2025
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Authors

  • B Nishonov
    Hydrometeorological Research Institute
  • M Abdurakhmanov
    National University of Uzbekistan named after Mirzo

Abstract

This study examines the con-elation between observed meteorological data and ERA5 reanalysis data in the Akhangaran River Basin. The evaluation is conducted using five statistical metrics across three key categories: Error Magnitude (RMSE, MAE), Systematic Bias (PB1AS), and Performance or linear correlation (NSE, R2). Monthly data between 1970-2024 from six meteorological stations are compared with corresponding monthly ERA 5 datasets to assess the reliability of reanalysis data in representing local meteorological conditions. Additionally, line graphs are used to visualize temporal variations and discrepancies though different years. By integrating both statistical and visual analyses, this study provides a comprehensive assessment of ERA5 reanalysis data applicability for hydrometeorological research in Akhangaran River Basin.

Published

28-08-2025

Issue

Vol. 1 No. 1 (2025)

Section

Articles

Downloads

  • PDF (Russian)

Keywords:

ERA5 reanalysis observed data correlation analysis statistical evaluation Error Magnitude Nash-Sutcliffe Efficiency (NSE) Percent Bias (PBIAS) climate data validation

How to Cite

Nishonov , B., & Abdurakhmanov, M. (2025). Comparative analysis of era5 reanalysis data with meteorological data observed in the akhangaran river basin. Hydrometeorology and Environmental Monitoring, 1(1), 28-38. https://nigmi-journal.uz/index.php/jhem/article/view/7
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References

Rakhimov E.Yu., Omonov B.Yu., Kholmatjanov B.M., Abdikulov F.I., Begmatov S.U., Makhmudov I.M. O’zbekistonda NASA POWER va ERA5 bazalari havo harorati malumotlaridan foydalanish imkoniyatlari [Possibilities of using air temperature data from NASA POWER and ERA5 bases in Uzbekistan] // Gidrometcorologiya va atrof-muhit monitoringi, 2023, № 3, - PP. 8-20.

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Rakhmatova N, Nishonov B.E., Kholmatjanov B.M., Kristina N.T., Rakhmatova K, Khasankhanova G.M. Evaluation of the perspective of ERA-Interim and ERA5 reanalyses for calculation of drought indicators for Uzbekistan //Atmosphere, 2021, 12.5: 527.

Yan X, Zhang M„ Yin F, You J., Chen Y., Gao L. Multi-Scale Evaluation of ERA5 Air Temperature and Precipitation Data over the Poyang Lake Basin of China // Water, 2024, 16.21: 3123.

Alexopoulos M. J., Muller-Thomy H. Nistahl P., Sraj M., Bezak N. Validation of precipitation reanalysis products for rainfall-runoff modelling in Slovenia // Hydrology and Earth System Sciences, 2023, 27.13:2559-2578.

ECMWF (European Centre for Medium-Range Weather Forecasts) URL: https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5

Copernicus climate portal. URL: https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels

License

Copyright (c) 2025 Б Нишонов, М Абдурахманов (Автор)

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

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