| Aguilar, E., I. Auer, M. Brunet, T. C. Peterson, and J. Wieringa, 2003: Guidelines on climate metadata and homogenization. WMO/TD No. 1186. |
| Cao, L. J., and Z. W. Yan, 2012: Progress in research on homogenization of climate data. Advances in Climate Change Research, 3, 59−67, https://doi.org/10.3724/SP.J.1248.2012.00059. |
| Cao, L. J., P. Zhao, Z. W. Yan, P. Jones, Y. N. Zhu, Y. Yu, and G. L. Tang, 2013: Instrumental temperature series in eastern and central China back to the nineteenth century. J. Geophys. Res., 118, 8197−8207, https://doi.org/10.1002/jgrd.50615. |
| Cao, L. J., Y. N. Zhu, G. L. Tang, F. Yuan, and Z. W. Yan, 2016: Climatic warming in China according to a homogenized data set from 2419 stations. International Journal of Climatology, 36, 4384−4392, https://doi.org/10.1002/joc.4639. |
| China Meteorological Administration, 2003: Specifications for Surface Meteorological Observation. Meteorology Press, Beijing, 85−89. (in Chinese) |
| Cohen, J., and D. Rind, 1991: The effect of snow cover on the climate. J. Climate, 4, 689−706, https://doi.org/10.1175/1520-0442(1991)004<0689:TEOSCO>2.0.CO;2. |
| Du, J. Z., K. C. Wang, B. S. Cui, and S. J. Jiang, 2020: Correction of inhomogeneities in observed land surface temperatures over China. J. Climate, 33, 8885−8902, https://doi.org/10.1175/jcli-d-19-0521.1. |
| Groisman, P. Y., T. R. Karl, and R. W. Knight, 1994: Observed impact of snow cover on the heat balance and the rise of continental spring temperatures. Science, 263, 198−200, https://doi.org/10.1126/science.263.5144.198. |
| Guijarro, J. A., J. A. López, E. Aguilar, P. Domonkos, V. K. C. Venema, J. Sigró, and M. Brunet, 2017: Comparison of homogenization packages applied to monthly series of temperature and precipitation: The multitest project. Proc. 9th Seminar for Homogenization and Quality Control in Climatological Databases and Fourth Conference on Spatial Interpolation Techniques in Climatology and Meteorology, WCDMP-No. 85, World Meteorological Organization, Budapest, Hungary, 46−62. |
| Hu, Q., and S. Feng, 2003: A daily soil temperature dataset and soil temperature climatology of the contiguous United States. J. Appl. Meteor., 42, 1139−1156, https://doi.org/10.1175/1520-0450(2003)042<1139:adstda>2.0.co;2. |
| Li, Q. X., 2016: Climate data homogeneity studies in China: Progresses and prospects. Advances in Meteorological Science and Technology, 6, 67−74, https://doi.org/10.3969/j.issn.2095-1973.2016.03.009. |
| Li, Z., and Z. W. Yan, 2010: Application of multiple analysis of series for homogenization to Beijing daily temperature series (1960−2006). Adv. Atmos. Sci., 27, 777−787, https://doi.org/10.1007/s00376-009-9052-0. |
| Li, Z., Z. W. Yan, L. J. Cao, and P. D. Jones, 2018: Further-adjusted long-term temperature series in China based on MASH. Adv. Atmos. Sci., 35, 909−917, https://doi.org/10.1007/s00376-018-7280-x. |
| Li, Z., Z. W. Yan, Y. N. Zhu, N. Freychet, and S. Tett, 2020: Homogenized daily relative humidity series in China during 1960−2017. Adv. Atmos. Sci., 37, 318−327, https://doi.org/10.1007/s00376-020-9180-0. |
| Liu, X. N., Z. H. Ren, and Y. Wang, 2008: Differences between automatic-observed and manual-observed surface temperature. Journal of Applied Meteorological Science, 19, 554−563, https://doi.org/10.3969/j.issn.1001-7313.2008.05.006. (in Chinese with English abstract |
| McMichael, B. L., and J. J. Burke, 1998: Soil temperature and root growth. HortScience, 33, 947−951, https://doi.org/10.21273/HORTSCI.33.6.947. |
| Peterson, T. C., and Coauthors, 1998: Homogeneity adjustments of in situ atmospheric climate data: A review. International Journal of Climatology, 18, 1493−1517, https://doi.org/10.1002/(sici)1097-0088(19981115)18:13<1493::aid-joc329>3.0.co;2-t. |
| Peterson, T. C., and Coauthors, 2002: Recent changes in climate extremes in the Caribbean region. J. Geophys. Res., 107, 4601, https://doi.org/10.1029/2002jd002251. |
| Qian, B. D., E. G. Gregorich, S. Gameda, D. W. Hopkins, and X. L. Wang, 2011: Observed soil temperature trends associated with climate change in Canada. J. Geophys. Res., 116, D02106, https://doi.org/10.1029/2010jd015012. |
| Ren, Z. H., G. A. Wang, and F. L. Zou, 2013: Difference between soil temperatures obtained through automatic observation and manual observation and analysis of its causes. Acta Pedologica Sinica, 50, 657−663, https://doi.org/10.11766/trxb201210060395. (in Chinese with English abstract |
| Shi, P. J., S. Sun, M. Wang, L. Ning, J. A. Wang, Y. Y. Jin, X. T. Gu, and W. X. Yin, 2014: Climate change regionalization in China (1961−2010). Science China Earth Sciences, 57, 2676−2689, https://doi.org/10.1007/s11430-014-4889-1. |
| Szentimrey, T., 1999: Multiple analysis of series for homogenization (MASH). Proc. of the 2nd Seminar for Homogenization of Surface Climatological Data, Geneva: WMO, 27−46. |
| Szentimrey, T., 2013: Theoretical questions of daily data homogenization. Idojaras, 117, 113−122. |
| Szentimrey, T., 2014: Manual of Homogenization Software MASHv3.03. Hungarian Meteorological Service, 69 pp. |
| Tao, S. Y., C. B. Fu, Z. M. Zeng, and Q. Y. Zhang, 1991: Two long-term instrumental climatic data bases of the People's Republic of China. Oak Ridge National Laboratory ORNL/CDIAC-47, Oak Ridge, https://doi.org/10.3334/CDIAC/cli.ndp039. |
| Vancutsem, C., P. Ceccato, T. Dinku, and S. J. Connor, 2010: Evaluation of MODIS land surface temperature data to estimate air temperature in different ecosystems over Africa. Remote Sensing of Environment, 114, 449−465, https://doi.org/10.1016/j.rse.2009.10.002. |
| Wang, X. L., and Y. Feng, 2013: RHtestsV4 user manual. Climate Research Division, Atmospheric Science and Technology Directorate Science and Technology Branch, Environment Canada, Toronto, Ontario, Canada, 29 pp. [Available online from http://etccdi.pacificclimate.org/software.shtml] |
| Wang, X. L., H. F. Chen, Y. H. Wu, Y. Feng, and Q. Pu, 2010: New techniques for the detection and adjustment of shifts in daily precipitation data series. J. Appl. Meteor. Climatol., 49, 2416−2436, https://doi.org/10.1175/2010jamc2376.1. |
| Wu, L. Y., and J. Y. Zhang, 2014: Strong subsurface soil temperature feedbacks on summer climate variability over the arid/semi-arid regions of East Asia. Atmospheric Science Letters, 15, 307−313, https://doi.org/10.1002/asl2.504. |
| Xu, W. H., C. H. Sun, J. Q. Zuo, Z. G. Ma, W. J. Li, and S. Yang, 2019: Homogenization of monthly ground surface temperature in China during 1961−2016 and performances of GLDAS reanalysis products. J. Climate, 32, 1121−1135, https://doi.org/10.1175/jcli-d-18-0275.1. |
| Xue, Y. K., and Coauthors, 2018: Spring land surface and subsurface temperature anomalies and subsequent downstream late spring-summer droughts/floods in North America and East Asia. J. Geophys. Res., 123, 5001−5019, https://doi.org/10.1029/2017jd028246. |
| Xue, Y. K., R. Vasic, Z. Janjic, Y. M. Liu, and P. C. Chu, 2012: The impact of spring subsurface soil temperature anomaly in the western U.S. on North American summer precipitation: A case study using regional climate model downscaling. J. Geophys. Res., 117, D11103, https://doi.org/10.1029/2012jd017692. |
| Yan, Z. W., Z. Li, Q. X. Li, and P. Jones, 2010: Effects of site change and urbanisation in the Beijing temperature series 1977−2006. International Journal of Climatology, 30, 1226−1234, https://doi.org/10.1002/joc.1971. |
| Zeng, X. B., Z. Wang, and A. H. Wang, 2012: Surface skin temperature and the interplay between sensible and ground heat fluxes over arid regions. Journal of Hydrometeorology, 13, 1359−1370, https://doi.org/10.1175/jhm-d-11-0117.1. |
| Zhou, C. L., and K. C. Wang, 2016: Land surface temperature over global deserts: Means, variability, and trends. J. Geophys. Res., 121, 1 4344−1 4357, https://doi.org/10.1002/2016jd025410. |
| Zhou, C. L., K. C. Wang, and Q. Ma, 2017: Evaluation of eight current reanalyses in simulating land surface temperature from 1979 to 2003 in China. J. Climate, 30, 7379−7398, https://doi.org/10.1175/jcli-d-16-0903.1. |
| Zhou, L. T., and R. H. Huang, 2006: Characteristics of interdecadal variability of the difference between surface temperature and surface air temperature in spring in arid and semi-arid region of Northwest China and its impact on summer precipitation in North China. Climatic and Environmental Research, 11, 1−13, https://doi.org/10.3878/j.issn.1006-9585.2006.01.01. (in Chinese with English abstract |
| Zhou, L. T., and L. M. Wen, 2016: Characteristics of temporal and spatial variations in land-air temperature difference in China and its association with summer rainfall. Climatic and Environmental Research, 21, 621−632, https://doi.org/10.3878/j.issn.1006-9585.2016.15196. (in Chinese with English abstract |