Journal of Meteorology and Environment ›› 2022, Vol. 38 ›› Issue (4): 27-36.doi: 10.3969/j.issn.1673-503X.2022.04.004
Previous Articles Next Articles
Qing-fei ZHAI1,2(),Feng-hua SUN1,*(
),Xue AO3,Shu-jiang GENG4,Cheng-long LI4,Yao LI4,Ming-yu LI4
Received:
2021-09-06
Online:
2022-08-28
Published:
2022-09-22
Contact:
Feng-hua SUN
E-mail:15840322495@163.com;sfh3910839@sina.com
CLC Number:
Qing-fei ZHAI, Feng-hua SUN, Xue AO, Shu-jiang GENG, Cheng-long LI, Yao LI, Ming-yu LI. Evaluation and projection of temperature and precipitation change in the Liaohe River Basin based on BCC-CSM2-MR model CMIP6 test[J]. Journal of Meteorology and Environment, 2022, 38(4): 27-36.
Table 1
Differences between the simulated temperature and precipitation by the medium-resolution climate model BCC-CSM2-MR and observations from 1961 to 2014 in the Liaohe River Basin"
气象要素 | 年 | 春季 | 夏季 | 秋季 | 冬季 |
模拟平均气温/℃ | 5.88(-1.54) | 6.24(-1.93) | 20.71(-1.80) | 7.27(-1.05) | -10.71(-0.82) |
观测平均气温/℃ | 7.42 | 8.17 | 22.51 | 8.32 | -9.89 |
模拟平均最高气温/℃ | 11.46(-1.73) | 11.90(-2.77) | 26.20(-1.37) | 13.07(-0.93) | -5.04(-1.15) |
观测平均最高气温/℃ | 13.19 | 14.67 | 27.57 | 14.00 | -3.89 |
模拟平均最低气温/℃ | 0.79(-0.80) | 0.77(-1.53) | 16.33(-0.69) | 2.49(-0.03) | -15.87(-0.63) |
观测平均最低气温/℃ | 1.59 | 2.30 | 17.02 | 2.52 | -15.24 |
模拟降水/mm | 586.17(52.17) | 122.24(42.01) | 344.64(-6.76) | 91.59(4.21) | 23.25(4.11) |
观测降水/mm | 534.00 | 80.23 | 351.40 | 87.38 | 19.14 |
Table 2
The predictive results of relative variations of annual and seasonal temperature and precipitation in the Liaohe River Basin during 2015-2040, 2041-2070, and 2071-2100 by BCC-CSM2-MR model (relatire to 1995-2014)"
模式 | 平均气温增幅/℃ | 降水量增幅/(%) | |||||||||
年 | 春 | 夏 | 秋 | 冬 | 年 | 春 | 夏 | 秋 | 冬 | ||
SSP1-2.6(2015—2040年) | 0.91 | 1.04 | 0.77 | 0.48 | 0.71 | 3.09 | -1.04 | 7.91 | 6.63 | -5.44 | |
SSP1-2.6(2041—2070年) | 1.50 | 1.46 | 1.31 | 1.15 | 1.36 | 7.19 | 8.22 | 16.93 | 8.59 | -3.07 | |
SSP1-2.6(2071—2100年) | 1.80 | 1.89 | 1.07 | 1.49 | 2.46 | 19.27 | 6.89 | 32.12 | 6.39 | -1.00 | |
SSP2-4.5(2015—2040年) | 1.17 | 0.88 | 0.84 | 1.00 | 1.43 | 3.38 | 4.60 | 9.81 | -11.12 | -7.24 | |
SSP2-4.5(2041—2070年) | 2.34 | 2.16 | 1.82 | 2.01 | 2.66 | 14.26 | 0.36 | 30.49 | 10.36 | -4.86 | |
SSP2-4.5(2071—2100年) | 2.96 | 2.78 | 2.26 | 2.54 | 3.89 | 22.45 | 6.58 | 33.35 | 25.87 | -8.22 | |
SSP3-7.0(2015—2040年) | 0.82 | 0.87 | 0.56 | 0.51 | 0.64 | 6.71 | -4.53 | 16.27 | 1.43 | -8.41 | |
SSP3-7.0(2041—2070年) | 2.45 | 2.28 | 2.12 | 2.28 | 2.69 | 15.82 | 13.07 | 27.63 | 8.08 | -0.33 | |
SSP3-7.0(2071—2100年) | 4.65 | 3.86 | 4.33 | 4.40 | 5.44 | 17.02 | 6.06 | 28.53 | 5.28 | -1.27 | |
SSP5-85(2015—2040年) | 1.44 | 1.37 | 0.93 | 1.30 | 1.70 | -0.93 | -0.16 | 4.91 | -14.21 | -9.66 | |
SSP5-85(2041—2070年) | 3.06 | 2.91 | 2.69 | 2.78 | 3.11 | 28.66 | 10.16 | 41.76 | 20.47 | 11.52 | |
SSP5-85(2071—2100年) | 4.87 | 3.92 | 4.83 | 5.58 | 5.60 | 41.52 | 24.14 | 61.60 | 22.44 | -5.39 |
Table 3
The predictive results of relative variations of annual and seasonal maximum temperature and minimum temperature in the Liaohe River Basin during 2015-2040, 2041-2070, and 2071-2100 by BCC-CSM2-MR model (relatire to 1995-2014)"
模式 | 平均最高气温增幅/℃ | 平均最低气温增幅/℃ | |||||||||
年 | 春 | 夏 | 秋 | 冬 | 年 | 春 | 夏 | 秋 | 冬 | ||
SSP1-2.6(2015—2040年) | 0.79 | 0.98 | 1.20 | 0.23 | 0.44 | 0.94 | 1.11 | 0.66 | 0.40 | 0.73 | |
SSP1-2.6(2041—2070年) | 1.71 | 1.73 | 1.76 | 1.44 | 1.44 | 1.88 | 1.84 | 1.12 | 1.58 | 1.95 | |
SSP1-2.6(2071—2100年) | 1.94 | 2.20 | 1.37 | 1.79 | 2.27 | 2.30 | 2.28 | 1.15 | 1.94 | 3.40 | |
SSP2-4.5(2015—2040年) | 1.08 | 1.14 | 1.02 | 0.79 | 1.28 | 1.19 | 1.22 | 0.78 | 0.83 | 1.34 | |
SSP2-4.5(2041—2070年) | 2.23 | 2.36 | 1.69 | 2.05 | 2.51 | 2.82 | 2.51 | 1.82 | 2.45 | 3.54 | |
SSP2-4.5(2071—2100年) | 2.90 | 2.84 | 2.07 | 2.36 | 3.77 | 3.42 | 2.98 | 2.23 | 2.91 | 4.23 | |
SSP3-7.0(2015—2040年) | 0.81 | 0.85 | 0.59 | 0.57 | 0.68 | 0.84 | 0.88 | 0.61 | 0.49 | 0.53 | |
SSP3-7.0(2041—2070年) | 2.36 | 2.47 | 1.96 | 2.30 | 2.57 | 2.92 | 2.62 | 2.09 | 2.71 | 3.40 | |
SSP3-7.0(2071—2100年) | 4.52 | 3.95 | 3.69 | 4.27 | 5.08 | 5.19 | 4.13 | 4.08 | 4.81 | 7.09 | |
SSP5-85(2015—2040年) | 1.27 | 1.20 | 0.73 | 1.01 | 1.53 | 1.38 | 1.31 | 0.84 | 1.09 | 1.59 | |
SSP5-85(2041—2070年) | 2.89 | 2.78 | 2.46 | 2.71 | 3.10 | 3.66 | 3.29 | 2.79 | 3.39 | 4.16 | |
SSP5-85(2071—2100年) | 4.80 | 3.89 | 4.23 | 5.11 | 5.47 | 5.52 | 4.32 | 4.71 | 5.20 | 7.26 |
Fig.6
Spatial distributions of the anomaly relative changes in the average temperature under SSP1-2.6 (a)、SSP2-4.5 (b)、SSP3-7.0 (c)、SSP5-8.5 (d) emission scenarios, maximum temperature SSP1-2.6 (e)、SSP2-4.5 (f)、SSP3-7.0 (g)、SSP5-8.5 (h) emission scenarios, minimum temperature SSP1-2.6 (i)、SSP2-4.5 (j)、SSP3-7.0 (k)、SSP5-8.5 (l) emission scenarios and percentage of precipitation SSP1-2.6 (m)、SSP2-4.5 (n)、SSP3-7.0 (o)、SSP5-8.5 (p) emission scenarios by BCC-CSM2-MR model from 2015 to 2100 in the Liaohe River Basin(relative to 1995 - 2014)"
1 |
孙凤华, 李丽光, 袁健, 等. 气候变化对辽河流域水资源影响研究现状分析[J]. 气象与环境学报, 2015, 31 (6): 147- 152.
doi: 10.3969/j.issn.1673-503X.2015.06.020 |
2 |
张建云, 章四龙, 王金星, 等. 近50年来中国六大流域年际径流变化趋势研究[J]. 水科学进展, 2007, 18 (2): 230- 234.
doi: 10.3321/j.issn:1001-6791.2007.02.013 |
3 |
孙凤华, 李丽光, 袁健, 等. 辽河流域年平均径流对气候变化响应的试验分析[J]. 气象与环境学报, 2018, 34 (6): 91- 95.
doi: 10.3969/j.issn.1673-503X.2018.06.010 |
4 | 孙凤华. 东北地区气候变化及对水资源的影响[M]. 沈阳: 辽宁科学技术出版社, 2020. |
5 | 敖雪, 赵春雨, 崔妍, 等. 中国东北地区气温变化的模拟评估与未来情景预估[J]. 气象与环境学报, 2021, 37 (1): 33- 42. |
6 | 刘倩, 高路, 马苗苗, 等. 辽宁大凌河流域气温和降水降尺度研究[J]. 水利水电技术, 2021, 52 (9): 16- 31. |
7 | Yue Y L , Yan D , Yue Q , et al. Future changes in precipitation and temperature over the Yangtze River basin in China based on CMIP6 GCMs[J]. Atmospheric Research, 2021, 264, 105828. |
8 |
Wang D , Liu J H , Shao W W , et al. Comparison of CMIP5 and CMIP6 Multi-Model ensemble for precipitation down scaling results and observational data: The case of han jiang River basin[J]. Atmosphere, 2021, 12 (7): 867.
doi: 10.3390/atmos12070867 |
9 |
Cui Y , Jiang Z H , Chen W L , et al. Projections of the 21st century Changjiang-Huaihe River basin extreme precipitation events[J]. Advances in Climate Change Research, 2012, 3 (2): 76- 83.
doi: 10.3724/SP.J.1248.2012.00076 |
10 |
Wang Y H , Liao W H , Ding Y , et al. Water resource spatio temporal pattern evaluation of the upstream Yangtze River corresponding to climate changes[J]. Quaternary International, 2015, 380-381, 187- 196.
doi: 10.1016/j.quaint.2015.02.023 |
11 | Su B D , Huang J L , Zeng X F , et al. Impacts of climate change on streamflow in the upper Yangtze River basin[J]. Climatic Change, 2017, 141 (3): 1- 14. |
12 | 李雅培, 朱睿, 刘涛, 等. 基于BCC-CSM2-MR模式的疏勒河流域未来气温降水变化趋势分析[J]. 高原气象, 2021, 40 (3): 535- 546. |
13 | IPCC . Climate change 2021:the physical science basis[M]. Cambridge: Cambridge University Press, 2021. |
14 | 辛晓歌, 吴统文, 张洁, 等. BCC模式及其开展的CMIP6试验介绍[J]. 气候变化研究进展, 2019, 15 (5): 533- 539. |
15 |
Wu T W , Li W P , Ji J J , et al. Global carbon budgets simulated by the Beijing Climate Center Climate System Model for the last century[J]. Journal of Geophysical Research: Atmospheres, 2013, 118 (10): 4326- 4347.
doi: 10.1002/jgrd.50320 |
16 |
Li W P , Zhang Y W , Shi X L , et al. Development of land surface model BCC_AVIM2.0 and its preliminary performance in LS3MIP/CMIP6[J]. Journal of Meteorological Research, 2019, 33, 851- 869.
doi: 10.1007/s13351-019-9016-y |
17 |
Eyring V , Bony S , Meehl G A , et al. Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization[J]. Geoscientific Model Development, 2016, 9 (5): 1937- 1958.
doi: 10.5194/gmd-9-1937-2016 |
18 |
Stouffer R J , Eyring V , Meehl G A , et al. CMIP5 scientific gaps and recommendations for CMIP6[J]. Bulletin of the American Meteorological Society, 2017, 98 (1): 95- 105.
doi: 10.1175/BAMS-D-15-00013.1 |
19 | 《中国河湖大典》编纂委员会. 中国河湖大典黑龙江、辽河卷[M]. 北京: 中国水利水电出版社, 2013. |
20 | Wu T W , Lu Y X , Fang Y J , et al. The Beijing Climate Center Climate System Model(BCC-CSM): main progress from CMIP5 to CMIP6[J]. Geoscientific Model Development, 2019, 12 (4): 1573- 1600. |
21 | 周天军, 陈梓明, 邹立维, 等. 中国地球气候系统模式的发展及其模拟和预估[J]. 气象学报, 2020, 78 (3): 332- 350. |
22 | Luo N , Guo Y , Gao Z B , et al. Assessment of CMIP6 and CMIP5 model performance for extreme temperature in China[J]. Atmospheric and Oceanic Science Letters, 2020, 13 (6): 589- 597. |
23 | 张蓓. 基于CMIP5模式21世纪前期中国气温和降水的统计订正与预估[D]. 兰州: 兰州大学, 2016. |
24 | 魏凤英. 现代气候统计诊断与预测技术(2版)[M]. 北京: 气象出版社, 2007: 23- 104. |
25 | 敖雪, 翟晴飞, 崔妍, 等. CMIP5模式对东北地区气温模拟能力评估[J]. 江西农业学报, 2016, 28 (7): 105- 110. |
26 | 向竣文, 张利平, 邓瑶, 等. 基于CMIP6的中国主要地区极端气温/降水模拟能力评估及未来情景预估[J]. 武汉大学学报: 工学版, 2021, 54 (1): 46- 57.46-57, 81 |
27 | 张艳武, 张莉, 徐影. CMIP5模式对中国地区气温模拟能力评估与预估[J]. 气候变化研究进展, 2016, 12 (1): 10- 19. |
28 | 姜彤, 吕嫣冉, 黄金龙, 等. CMIP6模式新情景(SSP-RCP)概述及其在淮河流域的应用[J]. 气象科技进展, 2020, 10 (5): 102- 109. |
[1] | Xiang-pei LIU,Xiao-hui TONG,Qing-yu JIA,Xiao-na LIU,Jian-ren YANG,Zhi-yang XUE. Characteristics of daily precipitation concentration in Liaohe River Basin from 1960 to 2018 [J]. Journal of Meteorology and Environment, 2020, 36(5): 18-24. |
[2] | SUN Feng-hua, LI Li-guang, YUAN Jian, LIU Ming-yan, XIE Yan-bing, HU Wei. The experimental analysis on the response of the annual average runoff to climate change in Liaohe river basin [J]. Journal of Meteorology and Environment, 2018, 34(6): 91-95. |
[3] | HOU Wei,WANG Yi,MA Xi-ping,WU Dan,XU Cheng-bin,HU Cheng,LI Qian. Changes of temporal-spatial pattern and services evaluation of the ecosystem in the Liaohe river basin [J]. Journal of Meteorology and Environment, 2013, 29(4): 71-76. |
[4] | WANG Jian,HAN Jing-Nan,WANG Lei,LI Fa-yun,HU Cheng,TANG Da-yuan. Control unit zoning based on water eco-functional regionalization for the Liaohe river basin in Liaoning province [J]. Journal of Meteorology and Environment, 2013, 29(3): 107-111. |
[5] | SUN Feng-hua,LI Li-guang,LIANG Hong,YUAN Jian,LU Shuang. Climate change characteristics and its impacts on water resources in the Liaohe basin from 1961 to 2009 [J]. Journal of Meteorology and Environment, 2012, 28(5): 8-. |
[6] | LI Fa-yun, FAN Zhi-ping,ZHANG Bo,WANG Yan-jie,HU Cheng,LIU Su-ping. An index system and a technical method for the first level aquatic ecoregion in the Liaohe river basin [J]. Journal of Meteorology and Environment, 2012, 28(5): 83-. |
[7] | LIANG Hong,SUN Feng-hua,SUI Dong. Characteristics of hydrological and meteorological elements from 1961 to 2009 in the Liaohe River areas [J]. Journal of Meteorology and Environment, 2012, 28(1): 59-64. |
[8] | CHAI Ning. Strategy and mechanism on water pollution prevention of Liaohe River Basin in Liaoning province [J]. Journal of Meteorology and Environment, 2006, 22(3): 70-72. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|