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Comparative Analysis of Three Near-Surface Air Temperature Reanalysis Datasets in Inner Mongolia Region

Author

Listed:
  • Yanqin Xu

    (Meteorological Information Center of Inner Mongolia Autonomous Region, Hohhot 010000, China)

  • Shuai Han

    (National Meteorological Information Center, China Meteorological Administration, Beijing 100081, China)

  • Chunxiang Shi

    (National Meteorological Information Center, China Meteorological Administration, Beijing 100081, China)

  • Rui Tao

    (Meteorological Information Center of Inner Mongolia Autonomous Region, Hohhot 010000, China)

  • Jiaojiao Zhang

    (Meteorological Information Center of Inner Mongolia Autonomous Region, Hohhot 010000, China)

  • Yu Zhang

    (Henan Meteorological Observation Data Center, Zhengzhou 450000, China)

  • Zheng Wang

    (National Meteorological Information Center, China Meteorological Administration, Beijing 100081, China)

Abstract

Near-surface air temperature is important for climate change, agriculture, animal husbandry, and ecosystems undergoing climate warming in Inner Mongolia. Land surface reanalysis products feature finer spatial and temporal resolutions, that can provide important data support for the determination of crop growth limits, grassland biomass growth, and desertification research in Inner Mongolia. In this study, 119 in situ observed sites were collected to compare and evaluate the performance of near-surface air temperature in three reanalysis products from 2018 to 2020 in Inner Mongolia. The three reanalysis products included three widely used products derived from the European Centre for Medium-Range Weather Forecasts (ECMWF) Fifth Generation Land Surface Reanalysis (ERA5-Land), and U.S. Global Land Data Assimilation System (GLDAS), as well as the latest reanalysis product from the High-Resolution Land Data Assimilation System reanalysis product by the China Meteorological Administration (HRCLDAS). Results are as follows: (1) The three reanalysis temperature products all reasonably reflect the characteristics of spatial and temporal changes in surface temperature in Inner Mongolia. Compared with ERA5L and GLDAS, HRCLDAS is more consistent with the observed results. (2) For the evaluation period, HRCLDAS has a certain underestimation of temperature, while ERA5-Land and GLDAS have a significant overestimation of temperature. (3) During high-temperature processes, HRCLDAS is more accurate in simulating higher temperatures than ERA5-LNAD and can demonstrate the changes in high-temperature drop zones. The major conclusion of this study is that the HRCLDAS product demonstrates a relatively high reliability, which is of great significance for the study of climate, ecosystem, and sustainable development.

Suggested Citation

  • Yanqin Xu & Shuai Han & Chunxiang Shi & Rui Tao & Jiaojiao Zhang & Yu Zhang & Zheng Wang, 2023. "Comparative Analysis of Three Near-Surface Air Temperature Reanalysis Datasets in Inner Mongolia Region," Sustainability, MDPI, vol. 15(17), pages 1-21, August.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:17:p:13046-:d:1228494
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    References listed on IDEAS

    as
    1. Bingzhen Du & Lin Zhen & Huimin Yan & Rudolf De Groot, 2016. "Effects of Government Grassland Conservation Policy on Household Livelihoods and Dependence on Local Grasslands: Evidence from Inner Mongolia, China," Sustainability, MDPI, vol. 8(12), pages 1-18, December.
    2. Xiaolong Huang & Shuai Han & Chunxiang Shi, 2021. "Multiscale Assessments of Three Reanalysis Temperature Data Systems over China," Agriculture, MDPI, vol. 11(12), pages 1-20, December.
    3. Lei Hao & Shan Wang & Xiuping Cui & Yongguang Zhai, 2021. "Spatiotemporal Dynamics of Vegetation Net Primary Productivity and Its Response to Climate Change in Inner Mongolia from 2002 to 2019," Sustainability, MDPI, vol. 13(23), pages 1-16, December.
    4. Shuai Han & Buchun Liu & Chunxiang Shi & Yuan Liu & Meijuan Qiu & Shuai Sun, 2020. "Evaluation of CLDAS and GLDAS Datasets for Near-Surface Air Temperature over Major Land Areas of China," Sustainability, MDPI, vol. 12(10), pages 1-19, May.
    5. Yuqing Zhang & Guangxiong Mao & Changchun Chen & Liucheng Shen & Binyu Xiao, 2021. "Population Exposure to Compound Droughts and Heatwaves in the Observations and ERA5 Reanalysis Data in the Gan River Basin, China," Land, MDPI, vol. 10(10), pages 1-28, September.
    6. Dong He & Xianglin Huang & Qingjiu Tian & Zhichao Zhang, 2020. "Changes in Vegetation Growth Dynamics and Relations with Climate in Inner Mongolia under More Strict Multiple Pre-Processing (2000–2018)," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
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    Keywords

    temperature; evaluation; applicability; HRCLDAS; GLDAS; ERA5-LAND;
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