Journal of Meteorology and Environment ›› 2023, Vol. 39 ›› Issue (5): 53-61.doi: 10.3969/j.issn.1673-503X.2023.05.007
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Received:
2022-04-28
Online:
2023-10-28
Published:
2023-11-28
CLC Number:
Junfeng LI,Jin ZHAO. Generation of meteorological element sequence for typical meteorological days of solar terms for long-term outdoor thermal environment simulation[J]. Journal of Meteorology and Environment, 2023, 39(5): 53-61.
Table 3
STTMD year of sample sites generated by 1981-2010 meteorological observation data"
节气日 | 大连 | 广州 | 哈尔滨 | 济南 | 拉萨 | 临汾 | 乌鲁木齐 | 郑州 |
小寒 | 1991 | 1992 | 1998 | 1985 | 1997 | 1991 | 1985 | 2009 |
大寒 | 2003 | 1999 | 1981 | 1995 | 1996 | 1995 | 2002 | 2005 |
立春 | 1992 | 1981 | 1999 | 1997 | 1982 | 2010 | 1998 | 1992 |
雨水 | 1986 | 1983 | 1989 | 1989 | 1982 | 1986 | 1992 | 1986 |
惊蛰 | 1996 | 1984 | 2005 | 2004 | 1982 | 1982 | 2007 | 2006 |
春分 | 2000 | 1992 | 2007 | 2005 | 2007 | 1996 | 1982 | 1986 |
清明 | 1991 | 2008 | 2009 | 2010 | 2001 | 2006 | 2005 | 2006 |
谷雨 | 1992 | 1998 | 1997 | 1997 | 1988 | 1995 | 1993 | 1995 |
立夏 | 2000 | 1987 | 2004 | 1993 | 1988 | 1993 | 1995 | 1987 |
小满 | 1995 | 1999 | 2007 | 2009 | 1997 | 1985 | 1994 | 2003 |
芒种 | 1995 | 1995 | 2010 | 2009 | 1988 | 1995 | 1987 | 2010 |
夏至 | 2001 | 1992 | 1984 | 1988 | 1985 | 1999 | 2000 | 1991 |
小暑 | 2004 | 1986 | 1993 | 1993 | 1996 | 1991 | 1989 | 2003 |
大暑 | 2001 | 1984 | 2003 | 2010 | 1994 | 1995 | 2005 | 1998 |
立秋 | 2003 | 1998 | 2000 | 2010 | 1995 | 2009 | 1993 | 1989 |
处暑 | 2005 | 1989 | 1985 | 2006 | 2001 | 1984 | 1996 | 1982 |
白露 | 1986 | 1984 | 1989 | 2001 | 1986 | 1989 | 1984 | 1990 |
秋分 | 2003 | 1996 | 2005 | 1998 | 1996 | 1983 | 1998 | 1991 |
寒露 | 2009 | 1996 | 1985 | 1991 | 2008 | 1991 | 2007 | 1991 |
霜降 | 2003 | 1991 | 1984 | 1983 | 2010 | 2006 | 1989 | 1990 |
立冬 | 1987 | 2004 | 2006 | 2001 | 1992 | 1997 | 1982 | 2001 |
小雪 | 1984 | 1989 | 1984 | 1991 | 1985 | 2008 | 1982 | 2004 |
大雪 | 1987 | 2001 | 1995 | 1984 | 1984 | 1983 | 2004 | 1989 |
冬至 | 1992 | 1981 | 2005 | 1997 | 2006 | 2009 | 1995 | 1997 |
Table 4
Summary of STTMD meteorological data characteristics of Zhengzhou"
节气日 | Tavg/℃ | Tmax/℃ | Tmin/℃ | RHavg/(%) | RHmin/(%) | Vavg/(m·s-1) | Vmax/(m·s-1) | SW/(MJ·m-2) |
小寒 | -0.60 | 2.35 | -3.31 | 50.00 | 38.83 | 2.20 | 3.24 | 9.35 |
大寒 | 0.01 | 5.82 | -5.02 | 65.61 | 38.49 | 1.65 | 2.94 | 10.67 |
立春 | 1.44 | 7.60 | -4.55 | 63.33 | 39.70 | 1.88 | 2.48 | 13.43 |
雨水 | 5.30 | 11.54 | -0.61 | 65.14 | 39.32 | 2.56 | 4.37 | 14.27 |
惊蛰 | 6.85 | 14.29 | 0.79 | 49.60 | 33.42 | 2.43 | 4.44 | 19.06 |
春分 | 10.11 | 14.50 | 5.47 | 64.52 | 43.82 | 1.73 | 2.80 | 15.82 |
清明 | 14.73 | 20.32 | 10.45 | 43.70 | 27.64 | 2.87 | 3.92 | 19.76 |
谷雨 | 16.76 | 22.73 | 10.49 | 62.26 | 45.07 | 4.07 | 6.37 | 19.55 |
立夏 | 17.85 | 22.23 | 12.99 | 63.93 | 40.59 | 2.49 | 3.92 | 19.36 |
小满 | 22.92 | 28.09 | 18.67 | 53.42 | 38.81 | 2.96 | 4.75 | 21.25 |
芒种 | 24.99 | 29.43 | 19.56 | 52.15 | 35.03 | 2.82 | 3.71 | 22.97 |
夏至 | 26.14 | 31.61 | 22.71 | 72.39 | 50.71 | 1.83 | 3.94 | 19.38 |
小暑 | 27.45 | 31.41 | 22.73 | 77.17 | 61.81 | 2.10 | 3.73 | 21.50 |
大暑 | 27.77 | 30.47 | 25.34 | 79.53 | 65.34 | 2.79 | 4.09 | 19.93 |
立秋 | 27.07 | 30.64 | 24.52 | 85.03 | 72.25 | 2.11 | 3.80 | 18.14 |
处暑 | 23.46 | 27.44 | 19.35 | 78.80 | 58.70 | 1.59 | 2.94 | 18.45 |
白露 | 23.14 | 28.27 | 18.37 | 75.13 | 51.44 | 2.31 | 3.97 | 19.24 |
秋分 | 22.08 | 27.13 | 18.27 | 71.45 | 47.39 | 2.10 | 3.32 | 17.03 |
寒露 | 17.52 | 23.45 | 13.36 | 65.10 | 36.42 | 1.68 | 2.40 | 16.95 |
霜降 | 14.37 | 16.70 | 6.97 | 55.74 | 43.79 | 3.65 | 5.77 | 13.92 |
立冬 | 10.55 | 14.77 | 8.11 | 52.59 | 37.20 | 2.46 | 3.27 | 10.16 |
小雪 | 6.60 | 10.98 | 2.70 | 81.22 | 66.98 | 2.66 | 3.58 | 11.04 |
大雪 | 3.64 | 6.51 | 0.26 | 71.09 | 51.44 | 2.36 | 4.17 | 7.99 |
冬至 | 1.51 | 4.58 | -0.92 | 62.07 | 47.89 | 1.76 | 2.69 | 9.83 |
Table 5
Daily average temperature of solar terms from different sources ℃"
节气日 | 数据组1(STTMD) | 数据组2(CSWD) | 数据组3(30 a均值) |
小寒 | -0.60 | -3.43 | 0.55 |
大寒 | 0.01 | 1.78 | 0.52 |
立春 | 1.44 | 5.66 | 2.06 |
雨水 | 5.30 | 4.05 | 3.61 |
惊蛰 | 6.85 | 7.28 | 7.23 |
春分 | 10.11 | 10.90 | 9.30 |
清明 | 14.73 | 15.76 | 15.09 |
谷雨 | 16.76 | 16.64 | 17.32 |
立夏 | 17.85 | 21.02 | 19.99 |
小满 | 22.92 | 21.92 | 22.37 |
芒种 | 24.99 | 24.06 | 25.30 |
夏至 | 26.14 | 30.41 | 26.05 |
小暑 | 27.45 | 24.24 | 27.35 |
大暑 | 27.77 | 26.85 | 27.47 |
立秋 | 27.07 | 24.72 | 27.20 |
处暑 | 23.46 | 24.32 | 25.03 |
白露 | 23.14 | 20.24 | 22.63 |
秋分 | 22.08 | 24.12 | 20.73 |
寒露 | 17.52 | 15.13 | 17.94 |
霜降 | 14.37 | 15.05 | 14.45 |
立冬 | 10.55 | 9.72 | 11.25 |
小雪 | 6.60 | 6.80 | 7.46 |
大雪 | 3.64 | -0.24 | 3.25 |
冬至 | 1.51 | 3.61 | 2.41 |
Table 7
The DTW distance for the different data source"
年份 | 数据组1(STTMD) | 数据组2(CSWD) | 数据组3(30 a均值) |
1981 | 48.43 | 46.63 | 48.83 |
1982 | 46.82 | 48.00 | 45.84 |
1983 | 45.44 | 48.08 | 45.27 |
1984 | 50.10 | 49.20 | 52.46 |
1985 | 47.81 | 49.48 | 47.52 |
1986 | 48.57 | 50.46 | 48.86 |
1987 | 56.14 | 52.46 | 56.59 |
1988 | 49.53 | 49.94 | 48.64 |
1989 | 46.98 | 47.67 | 47.32 |
1990 | 51.26 | 52.93 | 51.82 |
1991 | 49.25 | 48.14 | 48.66 |
1992 | 49.85 | 51.64 | 49.75 |
1993 | 52.84 | 51.14 | 54.53 |
1994 | 48.55 | 49.41 | 48.33 |
1995 | 45.18 | 45.89 | 44.11 |
1996 | 52.26 | 52.88 | 52.23 |
1997 | 43.81 | 45.89 | 42.76 |
1998 | 54.09 | 55.61 | 54.02 |
1999 | 50.13 | 48.86 | 50.33 |
2000 | 45.70 | 44.03 | 47.54 |
2001 | 45.73 | 47.79 | 48.80 |
2002 | 55.89 | 52.71 | 56.33 |
2003 | 53.26 | 51.48 | 53.41 |
2004 | 53.29 | 54.22 | 54.26 |
2005 | 46.03 | 46.81 | 47.63 |
2006 | 48.09 | 48.64 | 47.16 |
2007 | 43.81 | 44.63 | 43.45 |
2008 | 46.87 | 49.74 | 48.44 |
2009 | 56.30 | 54.76 | 55.36 |
2010 | 54.41 | 53.43 | 56.34 |
DTW累年(30 a)均值 | 49.55 | 49.75 | 49.89 |
Table 8
The STTMD year of sample sites generated by 1981-2020 meteorological observation data"
节气日 | 大连 | 广州 | 哈尔滨 | 济南 | 拉萨 | 临汾 | 乌鲁木齐 | 郑州 |
小寒 | 1991 | 2018 | 2018 | 2009 | 1997 | 2019 | 2012 | 2009 |
大寒 | 2014 | 1999 | 2003 | 1995 | 1996 | 1995 | 2002 | 2005 |
立春 | 2016 | 1997 | 1999 | 1997 | 2015 | 2010 | 1998 | 1992 |
雨水 | 1993 | 2015 | 2020 | 2011 | 2011 | 1992 | 1992 | 1995 |
惊蛰 | 1996 | 2020 | 2005 | 2004 | 1993 | 2014 | 2007 | 2017 |
春分 | 2000 | 1992 | 2007 | 2005 | 2013 | 2019 | 2015 | 1997 |
清明 | 1991 | 2008 | 2009 | 2016 | 2001 | 2016 | 2012 | 2013 |
谷雨 | 1992 | 1998 | 2014 | 2014 | 2002 | 1995 | 1993 | 2019 |
立夏 | 2000 | 2011 | 2017 | 1993 | 2014 | 1993 | 1995 | 2013 |
小满 | 1995 | 1999 | 2007 | 2016 | 1997 | 2009 | 1994 | 2003 |
芒种 | 1995 | 1995 | 2013 | 2009 | 2012 | 1995 | 2013 | 2010 |
夏至 | 2001 | 2015 | 1995 | 1999 | 1992 | 1999 | 2000 | 1991 |
小暑 | 2004 | 2012 | 1993 | 1993 | 1996 | 1991 | 1994 | 2018 |
大暑 | 2015 | 2013 | 2003 | 2010 | 1994 | 1995 | 2005 | 1998 |
立秋 | 2019 | 1998 | 2000 | 2019 | 1995 | 2009 | 2013 | 2016 |
处暑 | 2005 | 1993 | 1994 | 2006 | 2001 | 2004 | 2019 | 2015 |
白露 | 2008 | 1996 | 1996 | 2001 | 2000 | 2013 | 1999 | 2015 |
秋分 | 2020 | 1996 | 2005 | 2020 | 1996 | 2015 | 1998 | 1991 |
寒露 | 2009 | 2010 | 1993 | 1991 | 2008 | 1991 | 2007 | 1991 |
霜降 | 2003 | 1991 | 1999 | 2017 | 2010 | 2006 | 1992 | 2017 |
立冬 | 1997 | 2004 | 2006 | 2001 | 2013 | 2011 | 1993 | 2014 |
小雪 | 2008 | 2008 | 2012 | 1991 | 2019 | 2008 | 2003 | 2004 |
大雪 | 2001 | 2001 | 1995 | 2009 | 2016 | 1999 | 2004 | 1993 |
冬至 | 1992 | 2017 | 2005 | 1997 | 2019 | 2009 | 1995 | 1997 |
1 | 柳孝图, 陈恩水, 余德敏, 等.城市热环境及其微热环境的改善[J].环境科学,1997,(1):55-59, 96. |
2 | 秦文翠. 街区尺度上的城市微气候数值模拟研究[D]. 重庆: 西南大学, 2015. |
3 | 吴昌广, 房雅萍, 林姚宇, 等.湿热地区街头绿地微气候效应数值模拟分析[J].气象与环境学报,2016,32(5):99-106. |
4 | Marion W, Urban K. User's manual for TMY2s (Typical Meteorological Years)-derived from the 1961-1990 National Solar Radiation Data Base (No. NREL/TP-463-7668). National Renewable Energy Lab. (NREL), Golden, CO (United States), 1995. |
5 | 李红莲, 杨柳, 刘大龙, 等.建筑能耗模拟用典型气象年产生方法的研究[J].西安建筑科技大学学报(自然科学版),2015,47(2):267-271. |
6 |
Zhang Q Y .Development of the typical meteorological database for Chinese locations[J].Energy and Buildings,2006,38(11):1320-1326.
doi: 10.1016/j.enbuild.2006.04.003 |
7 | 杨小山, 翁素梅, 赵立华.面向城市热环境的典型气象日确定方法[J].环境科学与技术,2019,42(1):231-236. |
8 |
Lam C K C , Lee H , Yang S R , et al.A review on the significance and perspective of the numerical simulations of outdoor thermal environment[J].Sustainable Cities and Society,2021,71,102971.
doi: 10.1016/j.scs.2021.102971 |
9 |
Sun R H , Lü Y H , Chen L D , et al.Assessing the stability of annual temperatures for different urban functional zones[J].Building and Environment,2013,65,90-98.
doi: 10.1016/j.buildenv.2013.04.001 |
10 |
Chang C R , Li M H , Chang S D .A preliminary study on the local cool-island intensity of Taipei city parks[J].Landscape and Urban Planning,2007,80(4):386-395.
doi: 10.1016/j.landurbplan.2006.09.005 |
11 |
Tsoka S , Tsikaloudaki A , Theodosiou T .Analyzing the ENVI-met microclimate model's performance and assessing cool materials and urban vegetation applications-A review[J].Sustainable Cities and Society,2018,43,55-76.
doi: 10.1016/j.scs.2018.08.009 |
12 | 钱诚, 严中伟, 符淙斌.1960—2008年中国二十四节气气候变化[J].科学通报,2011,56(35):3011-3020. |
13 | 茅炜梃. 夏热冬冷地区城市绿地"冷岛效应"数值模拟研究[D]. 合肥工业大学, 2019, 31. |
14 | Hersbach H, Bell B, Berrisford P, et al. ERA5 hourly data on single levels from 1979 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), 2018, 10.24381/cds.adbb2d47. |
15 | Jiang Y N .Generation of typical meteorological year for different climates of China[J].Energy,2010,35(5):1946-1953. |
16 | 国家技术监督局, 中华人民共和国建设部. 建筑气候区划标准: GB 50178-1993[S]. 北京: 计划出版社, 1993. |
17 | Alt H , Godau M .Computing the Fréchet distance between two polygonal curves[J].International Journal of Computational Geometry and Applications,1995,5(1/2):75-91. |
18 | 张寶堃.中国四季之分配[J].地理学报,1934,(1):29-74, 198. |
19 | 中国气象局. 气候季节划分: QX/T 152-2012[S]. 北京: 气象出版社, 2012. |
20 | 中国气象局气象信息中心气象资料室, 清华大学建筑技术科学系.中国建筑热环境分析专用气象数据集[M].北京: 中国建筑工业出版社,2005. |
21 | 赵芮芮, 殷淑燕, 王水霞.1961—2014年华北平原二十四节气气温变化特征[J].中山大学学报(自然科学版),2017,56(6):38-47. |
22 | 侯依玲, 刘鸣彦, 张海娜, 等.1961—2015年东北区域最高与最低气温演变的气候特征[J].气象与环境学报,2018,34(5):93-99. |
23 | 杨玲珠, 王沛涛, 王艺璇, 等.邯郸市24节气的气候特征分析[J].气象与环境科学,2012,35(S1):24-27. |
24 | 沈姣姣, 徐虹, 李建科, 等.近60年西安市24节气气温变化特征及突变分析[J].资源科学,2013,35(3):646-654. |
25 | 央吉次仁.二十四节气对西藏气候的适应性分析[J].西藏科技,2013,(4):59-60. |
26 | 金巍, 刘卫华, 李晶, 等.1951—2017年鞍山市气温变化特征及城市热岛变化[J].气象与环境学报,2021,37(4):78-85. |
27 | 周广胜.气候变化对中国农业生产影响研究展望[J].气象与环境科学,2015,38(1):80-94. |
28 | 陆广彦, 王发科, 何生录, 等.气候变暖对格尔木地区农作物种植结构的影响[J].青海草业,2021,30(2):44-48, 52. |
29 | 李娥, 赵锦, 叶清, 等.全球气候变暖对中国种植制度可能影响ⅩⅢ.东北三省春玉米熟型调整的降水限制及其对产量的可能影响[J].中国农业科学,2021,54(18):3847-3859. |
30 | 焦敏, 陈鹏狮, 李荣平, 等.1962—2017年辽宁省设施农业生长季寡照灾害时空特征及影响因素[J].气象与环境学报,2022,38(1):74-81. |
31 | 次仁央金, 吴尧, 陈阜, 等.气候变暖对西藏林芝地区作物生产的影响[J].中国农业大学学报,2021,26(8):33-42. |
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