Homogenized daily sunshine duration over China from 1961 to 2022
<p>Inhomogeneities in the sunshine duration (SSD) observational series, caused by non-climatic factors like China's widespread transition from manual to automatic SSD recorders in 2019 or station relocations, have hindered the accurate estimation of near-surface solar radiation. These iss...
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Copernicus Publications
2025-04-01
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| Series: | Earth System Science Data |
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| author | Y. He Y. He K. Wang K. Yang C. Zhou C. Shao C. Yin |
| author_facet | Y. He Y. He K. Wang K. Yang C. Zhou C. Shao C. Yin |
| author_sort | Y. He |
| collection | DOAJ |
| description | <p>Inhomogeneities in the sunshine duration (SSD) observational series, caused by non-climatic factors like China's widespread transition from manual to automatic SSD recorders in 2019 or station relocations, have hindered the accurate estimation of near-surface solar radiation. These issues significantly affect the analysis of global dimming and brightening, as well as related applications, such as solar energy planning and agriculture management. This study compiled raw SSD observational data from 1961 to 2022 from more than 2200 stations in China and clearly found that the improved precision from 0.1 h to 1 min following the instrument update in 2019 led to a sudden reduction in the frequency of zero SSD from 2019 onward, referred to as the day0-type discontinuity. For the first time, we systematically corrected this known day0-type discontinuity at 378 stations (17 %) in China, resulting in an SSD series with comparable frequencies of zero value before and after 2019. On this basis, we constructed a homogenization procedure to detect and adjust discontinuities in both the variance and mean of the daily SSD from 1961 to 2022. Results show that a total of 1363 (60 %) stations experienced breakpoints in SSD, of which <span class="inline-formula">∼65</span> % were confirmed to be associated with station relocations and instrument replacements. Compared to the raw SSD, the homogenized SSD is more continuous to the naked eye for various periods and presents weakened dimming (<span class="inline-formula"><i>p</i><0.05</span>) across China from 1961 to 1990 but a non-significant positive trend with a reduction of 60 % in the Tibetan Plateau, suggesting that the homogenized SSD tends to better capture the dimming phenomenon. Northern regions continue dimming from 1991 to 2022, but southern regions of China brighten slightly. The implementation of the Action Plan for Air Pollution Prevention and Control since 2013 has contributed to a reversal of SSD trends thereafter, which is better reflected in the homogenized SSD, with a trend shift from <span class="inline-formula">−0.02</span> to 0.07 h d<span class="inline-formula"><sup>−1</sup></span> per decade from 2013 to 2022 in China, especially in heavily polluted regions. Besides this, the relationships of cloud cover fraction and aerosol optical depth with SSD are intensified in the homogenized dataset. These results highlight the importance of the homogenized SSD in accurately understanding the dimming and brightening phenomena. The homogenized SSD dataset is publicly available for community use at <a href="https://doi.org/10.11888/Atmos.tpdc.301478">https://doi.org/10.11888/Atmos.tpdc.301478</a> (He et al., 2024).</p> |
| format | Article |
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| institution | DOAJ |
| issn | 1866-3508 1866-3516 |
| language | English |
| publishDate | 2025-04-01 |
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| spelling | doaj-art-8066fb4bb1bf45b0a26e1b8f77e4d9912025-08-20T03:10:23ZengCopernicus PublicationsEarth System Science Data1866-35081866-35162025-04-01171595161110.5194/essd-17-1595-2025Homogenized daily sunshine duration over China from 1961 to 2022Y. He0Y. He1K. Wang2K. Yang3C. Zhou4C. Shao5C. Yin6School of Geography and Planning, Sun Yat-sen University, 510275 Guangzhou, ChinaDepartment of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies, Tsinghua University, 100084 Beijing, ChinaInstitute of Carbon Neutrality, Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, 100081 Beijing, ChinaDepartment of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies, Tsinghua University, 100084 Beijing, ChinaSchool of Geography and Planning, Sun Yat-sen University, 510275 Guangzhou, ChinaDepartment of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies, Tsinghua University, 100084 Beijing, ChinaInstitute of Carbon Neutrality, Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, 100081 Beijing, China<p>Inhomogeneities in the sunshine duration (SSD) observational series, caused by non-climatic factors like China's widespread transition from manual to automatic SSD recorders in 2019 or station relocations, have hindered the accurate estimation of near-surface solar radiation. These issues significantly affect the analysis of global dimming and brightening, as well as related applications, such as solar energy planning and agriculture management. This study compiled raw SSD observational data from 1961 to 2022 from more than 2200 stations in China and clearly found that the improved precision from 0.1 h to 1 min following the instrument update in 2019 led to a sudden reduction in the frequency of zero SSD from 2019 onward, referred to as the day0-type discontinuity. For the first time, we systematically corrected this known day0-type discontinuity at 378 stations (17 %) in China, resulting in an SSD series with comparable frequencies of zero value before and after 2019. On this basis, we constructed a homogenization procedure to detect and adjust discontinuities in both the variance and mean of the daily SSD from 1961 to 2022. Results show that a total of 1363 (60 %) stations experienced breakpoints in SSD, of which <span class="inline-formula">∼65</span> % were confirmed to be associated with station relocations and instrument replacements. Compared to the raw SSD, the homogenized SSD is more continuous to the naked eye for various periods and presents weakened dimming (<span class="inline-formula"><i>p</i><0.05</span>) across China from 1961 to 1990 but a non-significant positive trend with a reduction of 60 % in the Tibetan Plateau, suggesting that the homogenized SSD tends to better capture the dimming phenomenon. Northern regions continue dimming from 1991 to 2022, but southern regions of China brighten slightly. The implementation of the Action Plan for Air Pollution Prevention and Control since 2013 has contributed to a reversal of SSD trends thereafter, which is better reflected in the homogenized SSD, with a trend shift from <span class="inline-formula">−0.02</span> to 0.07 h d<span class="inline-formula"><sup>−1</sup></span> per decade from 2013 to 2022 in China, especially in heavily polluted regions. Besides this, the relationships of cloud cover fraction and aerosol optical depth with SSD are intensified in the homogenized dataset. These results highlight the importance of the homogenized SSD in accurately understanding the dimming and brightening phenomena. The homogenized SSD dataset is publicly available for community use at <a href="https://doi.org/10.11888/Atmos.tpdc.301478">https://doi.org/10.11888/Atmos.tpdc.301478</a> (He et al., 2024).</p>https://essd.copernicus.org/articles/17/1595/2025/essd-17-1595-2025.pdf |
| spellingShingle | Y. He Y. He K. Wang K. Yang C. Zhou C. Shao C. Yin Homogenized daily sunshine duration over China from 1961 to 2022 Earth System Science Data |
| title | Homogenized daily sunshine duration over China from 1961 to 2022 |
| title_full | Homogenized daily sunshine duration over China from 1961 to 2022 |
| title_fullStr | Homogenized daily sunshine duration over China from 1961 to 2022 |
| title_full_unstemmed | Homogenized daily sunshine duration over China from 1961 to 2022 |
| title_short | Homogenized daily sunshine duration over China from 1961 to 2022 |
| title_sort | homogenized daily sunshine duration over china from 1961 to 2022 |
| url | https://essd.copernicus.org/articles/17/1595/2025/essd-17-1595-2025.pdf |
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