搜索

x

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

基于卫星平台的全球大气一氧化碳柱浓度反演方法及结果分析

刘诚 白文广 张鹏 孙友文 司福祺

引用本文:
Citation:

基于卫星平台的全球大气一氧化碳柱浓度反演方法及结果分析

刘诚, 白文广, 张鹏, 孙友文, 司福祺

The inverse method of carbon monoxide from satellite measurement and the result analysis

Liu Cheng, Bai Wen-Guang, Zhang Peng, Sun You-Wen, Si Fu-Qi
PDF
导出引用
  • 温室效应是全球气候变化的主要原因之一, 除温室气体外, 有毒气体一氧化碳(CO)作为一种非直接温室气体加剧了这种变化. 由于地基观测台站数量有限, 而大气化学模型的模拟又很大程度上依赖于模型假定, 因此, 卫星观测成为实时获取大气CO浓度分布信息的有效途径. Sciamachy是第一台搭载在卫星上, 利用观测到的近红外波段太阳反射光谱反演大气一氧化碳的仪器. 由于在近红外波段, 大气散射效应可以忽略, 所以Sciamachy观测数据能够很好地反演与人类活动息息相关的大气底层一氧化碳的时空变化信息. 本文基于迭代最大后验概率算法, 对Sciamachy的观测数据进行反演分析, 同时应用云效应校正与仪器本身问题校正方法, 得到了全球一氧化碳柱浓度时空分布结果; 通过与Atsr全球火点数据的比较, 分析了全球CO排放源的种类与时空分布; 最后选取中国地区CO柱浓度分布图, 并结合人口密度与煤田/煤矿分布, 对其排放源进行了初步推断.
    Greenhouse effect is one of the main reasons for climate change. Carbon monoxide (CO) is a critical air pollutant because of its short-term harmful health effects. Furthermore, since CO emission has a global warming potential, it exacerbats the climate change as an indirect greenhouse gas. Due to the fact that the number of ground-based stations is less and the chemical model simulation is greatly dependent on assumption, satellite observation becomes the effective way to acquire the information about CO distribution. Sciamachy is the first satellite instrument to allow retrieval of CO by measuring absorption in the near infrared region from reflected and scattered sunlight, which is highly sensitive to the lower layers of the troposphere where the sources, such as biomass burning, are located, and where the bulk of the gases is usually found. In this study the Sciamachy CO vertical column density is successfully inversed; after applying the instrument and cloud correction, yearly and seasonal results are presented. Finally by comparing them with the fire counts of ATSR dataset and the distributions of population density and coal mines, the CO emission sources are preliminary deduced.
    • 基金项目: 国家自然科学基金(批准号: 41105011) 资助的课题.
    • Funds: Project supported by the National Natural Science Foundation of China (Grant No. 41105011).
    [1]

    Shine K P, Derwent R G, Wuebbles D J, Morcrette J J 1990 The IPCC Scientific Assessnebt (Cambridge, UK: Cambridge University Press), pp41-68

    [2]

    Fuglestvedt J S, Isaksen I S A, Wang W C 1996 Climatic Change 34 405 (Heidelberg Allemagne: Springer)

    [3]

    Prather M J 1996 Geophys. Res. Lett. 23 2597

    [4]

    Isaksen I S A, Hov O 1987 Tellus B 39B 271

    [5]

    Wild O, Prather M J 2000 J. Geophys. Res. Atmos. 105 24647

    [6]

    Bovensmann H, Burrows J P, Buchwitz M, Frerick J, Noel S, Rozanov V V, Chance K V, Goede A P H 1999 J. Atmos. Sci. 56 127

    [7]

    Burrows J P, Holzle E, Goede A P H, Visser H, Fricke W 1995 Acta Astronaut 35 445

    [8]

    Buchwitz M, Beek R, Bramstedt K, Noel S, Bovensmann H, Burrows J P 2004 Atmos. Chem. Phys. 4 1945

    [9]

    Buchwitz M, Beek R, Noel S, Burrows J P, Bovensmann H, Bremer H, Bergamaschi P, Korner S, Heimann M 2005 Atmos. Chem. Phys. 5 3313

    [10]

    Gloudemans A M S, Krol M C, Meirink J F, Laat A T J, Werf G R, Schrijver H, Broek M M P, Aben I 2006 Geophys. Res. Lett. 33 L16807

    [11]

    Krijger J M, Van W M, Aben I, Frey R 2007 Atmos. Chem. Phys. 7 2881

    [12]

    Frankenberg C, Platt U, Wagner T 2005 Atmos. Chem. Phys. 5 9

    [13]

    Liu C, Beirle S, Butler T, Liu J, Hoor P, Joeckel P, Penning M D V, Pozzer A, Frankenberg C, Lawrence M G, Lelieveld J, Platt U, Wagner T 2011 Atmos. Chem. Phys. 11 6083

    [14]

    Rodgers C D 1976 Rev. Geophys. 14 609

    [15]

    Perliski L M, Solomon S 1993 J. Geophys. Res. Atmos. 98 10363

    [16]

    Wagner T, Burrows J P, Deutschmann T, Dix B, Friedeburg C, Frieβ U, Hendrick F, Heue K P, Irie H, Iwabuchi H, Kanaya Y, Keller J, McLinden C A, Oetjen H, Palazzi E, Petritoli A, Platt U, Postylyakovo O, Pukite J, Richter A, van Roozendael M, Rozanov A, Rozanov V, Sinreich R, Sanghavi S, Wittrock F 2007 Atmos. Chem. Phys. 7 1809

    [17]

    Koelemeijer R B A, Stammes P, Hovenier J W, Haan J F 2001 J. Geophys. Res. 106 3475

    [18]

    Wang P, Stammes P, Van D A R, Pinardi G, Van R M 2008 Atmos. Chem. Phys. 8 6565

    [19]

    Liu C 2010 Ph. D Dissertation (Heidelberg: University of Heidelberg)

    [20]

    Nakajima T, King M D 1990 J. Atmos. Sci. 47 1878

    [21]

    Justice C O, Vermote E, Townshend J R G, Defries R, Roy D P, Hall D K, Salomonson V V, Privette J L, Riggs G, Strahler A, Lucht W, Myneni R B, Knyazikhin Y, Running S W, Nemani R R, Wan Z M, Huete A R, Van L W, Wolfe R E, Giglio L, Muller J P, Lewis P, Barnsley M J 1998 IEEE Trans. Geosci. Remote 36 1228

    [22]

    Eskes H J, Boersma K F 2003 Atmos. Chem. Phys. 3 1285

    [23]

    Dils B, De Maziere M, Muller J F, Blumenstock T, Buchwitz M, de Beek R, Demoulin P, Duchatelet P, Fast H, Frankenberg C, Gloudemans A, Griffith D, Jones N, Kerzenmacher T, Kramer I, Mahieu E, Mellqvist J, Mittermeier R L, Notholt J, Rinsland C P, Schrijver H, Smale D, Strandberg A, Straume A G, Stremme W, Strong K, Sussmann R, Taylor J, van den Broek M, Velazco V, Wagner T, Warneke T, Wiacek A, Wood S 2006 Atmos. Chem. Phys. 6 1953

    [24]

    Si F Q, Xie P H, Dou K, Zhan K, Liu Y, Xu J, Liu W Q 2010 Acta Phys. Sin. 59 2867 (in Chinese) [司福祺, 谢品华, 窦科, 詹铠, 刘宇, 徐晋, 刘文清 2010 物理学报 59 2867]

    [25]

    Sun Y W, Liu W Q, Xie P H, Chen J L, Zeng Y, Xu J, Li A, Si F Q, Li X X 2012 Acta Phys. Sin. 61 140705 (in Chinese) [孙友文, 刘文清, 谢品华, 陈嘉乐, 曾议, 徐晋, 李昂, 司福祺, 李先欣 2012 物理学报 61 140705]

    [26]

    Sun Y W, Liu W Q, Wang S M, Huang S H, Zeng Y, Xie P H, Chen J, Wang Y P, Si F Q 2012 Acta Phys. Sin. 61 140704 (in Chinese) [孙友文, 刘文清, 汪世美, 黄书华, 曾议, 谢品华, 陈军, 王亚萍, 司福祺 2012 物理学报 61 140704]

    [27]

    Zhang S N, Luo Z Y, Shen W D, Liu X, Zhang Y G 2011 Acta Phys. Sin. 60 14221 (in Chinese) [张淑娜, 罗震岳, 沈伟东, 刘旭, 章岳光 2011 物理学报 60 14221]

  • [1]

    Shine K P, Derwent R G, Wuebbles D J, Morcrette J J 1990 The IPCC Scientific Assessnebt (Cambridge, UK: Cambridge University Press), pp41-68

    [2]

    Fuglestvedt J S, Isaksen I S A, Wang W C 1996 Climatic Change 34 405 (Heidelberg Allemagne: Springer)

    [3]

    Prather M J 1996 Geophys. Res. Lett. 23 2597

    [4]

    Isaksen I S A, Hov O 1987 Tellus B 39B 271

    [5]

    Wild O, Prather M J 2000 J. Geophys. Res. Atmos. 105 24647

    [6]

    Bovensmann H, Burrows J P, Buchwitz M, Frerick J, Noel S, Rozanov V V, Chance K V, Goede A P H 1999 J. Atmos. Sci. 56 127

    [7]

    Burrows J P, Holzle E, Goede A P H, Visser H, Fricke W 1995 Acta Astronaut 35 445

    [8]

    Buchwitz M, Beek R, Bramstedt K, Noel S, Bovensmann H, Burrows J P 2004 Atmos. Chem. Phys. 4 1945

    [9]

    Buchwitz M, Beek R, Noel S, Burrows J P, Bovensmann H, Bremer H, Bergamaschi P, Korner S, Heimann M 2005 Atmos. Chem. Phys. 5 3313

    [10]

    Gloudemans A M S, Krol M C, Meirink J F, Laat A T J, Werf G R, Schrijver H, Broek M M P, Aben I 2006 Geophys. Res. Lett. 33 L16807

    [11]

    Krijger J M, Van W M, Aben I, Frey R 2007 Atmos. Chem. Phys. 7 2881

    [12]

    Frankenberg C, Platt U, Wagner T 2005 Atmos. Chem. Phys. 5 9

    [13]

    Liu C, Beirle S, Butler T, Liu J, Hoor P, Joeckel P, Penning M D V, Pozzer A, Frankenberg C, Lawrence M G, Lelieveld J, Platt U, Wagner T 2011 Atmos. Chem. Phys. 11 6083

    [14]

    Rodgers C D 1976 Rev. Geophys. 14 609

    [15]

    Perliski L M, Solomon S 1993 J. Geophys. Res. Atmos. 98 10363

    [16]

    Wagner T, Burrows J P, Deutschmann T, Dix B, Friedeburg C, Frieβ U, Hendrick F, Heue K P, Irie H, Iwabuchi H, Kanaya Y, Keller J, McLinden C A, Oetjen H, Palazzi E, Petritoli A, Platt U, Postylyakovo O, Pukite J, Richter A, van Roozendael M, Rozanov A, Rozanov V, Sinreich R, Sanghavi S, Wittrock F 2007 Atmos. Chem. Phys. 7 1809

    [17]

    Koelemeijer R B A, Stammes P, Hovenier J W, Haan J F 2001 J. Geophys. Res. 106 3475

    [18]

    Wang P, Stammes P, Van D A R, Pinardi G, Van R M 2008 Atmos. Chem. Phys. 8 6565

    [19]

    Liu C 2010 Ph. D Dissertation (Heidelberg: University of Heidelberg)

    [20]

    Nakajima T, King M D 1990 J. Atmos. Sci. 47 1878

    [21]

    Justice C O, Vermote E, Townshend J R G, Defries R, Roy D P, Hall D K, Salomonson V V, Privette J L, Riggs G, Strahler A, Lucht W, Myneni R B, Knyazikhin Y, Running S W, Nemani R R, Wan Z M, Huete A R, Van L W, Wolfe R E, Giglio L, Muller J P, Lewis P, Barnsley M J 1998 IEEE Trans. Geosci. Remote 36 1228

    [22]

    Eskes H J, Boersma K F 2003 Atmos. Chem. Phys. 3 1285

    [23]

    Dils B, De Maziere M, Muller J F, Blumenstock T, Buchwitz M, de Beek R, Demoulin P, Duchatelet P, Fast H, Frankenberg C, Gloudemans A, Griffith D, Jones N, Kerzenmacher T, Kramer I, Mahieu E, Mellqvist J, Mittermeier R L, Notholt J, Rinsland C P, Schrijver H, Smale D, Strandberg A, Straume A G, Stremme W, Strong K, Sussmann R, Taylor J, van den Broek M, Velazco V, Wagner T, Warneke T, Wiacek A, Wood S 2006 Atmos. Chem. Phys. 6 1953

    [24]

    Si F Q, Xie P H, Dou K, Zhan K, Liu Y, Xu J, Liu W Q 2010 Acta Phys. Sin. 59 2867 (in Chinese) [司福祺, 谢品华, 窦科, 詹铠, 刘宇, 徐晋, 刘文清 2010 物理学报 59 2867]

    [25]

    Sun Y W, Liu W Q, Xie P H, Chen J L, Zeng Y, Xu J, Li A, Si F Q, Li X X 2012 Acta Phys. Sin. 61 140705 (in Chinese) [孙友文, 刘文清, 谢品华, 陈嘉乐, 曾议, 徐晋, 李昂, 司福祺, 李先欣 2012 物理学报 61 140705]

    [26]

    Sun Y W, Liu W Q, Wang S M, Huang S H, Zeng Y, Xie P H, Chen J, Wang Y P, Si F Q 2012 Acta Phys. Sin. 61 140704 (in Chinese) [孙友文, 刘文清, 汪世美, 黄书华, 曾议, 谢品华, 陈军, 王亚萍, 司福祺 2012 物理学报 61 140704]

    [27]

    Zhang S N, Luo Z Y, Shen W D, Liu X, Zhang Y G 2011 Acta Phys. Sin. 60 14221 (in Chinese) [张淑娜, 罗震岳, 沈伟东, 刘旭, 章岳光 2011 物理学报 60 14221]

  • [1] 朱琪, 马新, 曹兴, 倪彬彬, 项正, 付松, 顾旭东, 张援农. 基于范阿伦卫星观测的槽区嘶声波冷等离子体色散关系的适用性评估. 物理学报, 2022, 71(5): 051101. doi: 10.7498/aps.71.20211671
    [2] 朱琪, 马新, 曹兴, 倪彬彬, 项正, 付松, 顾旭东, 张援农. 基于范阿伦卫星观测的槽区嘶声波冷等离子体色散关系的适用性评估. 物理学报, 2021, (): . doi: 10.7498/aps.70.20211671
    [3] 王涛, 周楠, 易维宁, 洪津, 刘晓, 李新, 张权, 刘诗雨, 李照洲, 李凯涛, 崔文煜. 亚米级光学卫星影像邻近效应校正. 物理学报, 2021, 70(13): 139101. doi: 10.7498/aps.70.20202187
    [4] 许亮亮, 蔡明辉, 杨涛, 韩建伟. SMILE卫星的表面充电效应. 物理学报, 2020, 69(16): 165203. doi: 10.7498/aps.69.20200044
    [5] 谷牧, 任栖锋, 周金梅, 廖胜. 基于地基观测的时序卫星红外光谱建模与分析. 物理学报, 2019, 68(5): 059501. doi: 10.7498/aps.68.20181933
    [6] 周红才, 黄树来, 李桂霞, 于桂凤, 王娟, 步红霞. 一氧化碳纳米管束低压相的第一性原理研究. 物理学报, 2019, 68(21): 217101. doi: 10.7498/aps.68.20190539
    [7] 项正, 谈家强, 倪彬彬, 顾旭东, 曹兴, 邹正洋, 周晨, 付松, 石润, 赵正予, 贺丰明, 郑程耀, 殷倩, 王豪. 基于范阿伦卫星观测数据的等离子体层嘶声全球分布的统计分析. 物理学报, 2017, 66(3): 039401. doi: 10.7498/aps.66.039401
    [8] 孙友文, 刘文清, 谢品华, 方武, 曾议, 司福祺, 李先欣, 詹锴. 差分吸收光谱技术在工业污染源烟气排放监测中的应用. 物理学报, 2013, 62(1): 010701. doi: 10.7498/aps.62.010701
    [9] 龙智勇, 石汉青, 黄思训. 利用卫星云图反演云导风的新思路. 物理学报, 2011, 60(5): 059202. doi: 10.7498/aps.60.059202
    [10] 曹柱荣, 丁永坤, 刘慎业. 真空短间隙微弧级联效应观测. 物理学报, 2010, 59(4): 2640-2644. doi: 10.7498/aps.59.2640
    [11] 刘志明, 刘文清, 高闽光, 童晶晶, 张天舒, 徐亮, 魏秀丽, 金岭, 王亚萍, 陈军. 基于红外掩日通量法(SOF)污染源排放气体浓度时空分布反演算法研究. 物理学报, 2010, 59(8): 5397-5405. doi: 10.7498/aps.59.5397
    [12] 周蜀渝, 徐震, 屈求智, 周善钰, 刘亮, 王育竹. 高密度冷原子云辐射陷获效应造成的荧光减弱现象. 物理学报, 2009, 58(3): 1590-1594. doi: 10.7498/aps.58.1590
    [13] 朱 明, 王 殊, 王菽韬, 夏东海. 基于混合气体分子复合弛豫模型的一氧化碳浓度检测算法. 物理学报, 2008, 57(9): 5749-5755. doi: 10.7498/aps.57.5749
    [14] 徐志君, 李鹏华. 玻色凝聚原子云的二次干涉及其放大效应. 物理学报, 2007, 56(10): 5607-5612. doi: 10.7498/aps.56.5607
    [15] 刘燕燕, E. Bauer-Grosse, 张庆瑜. 一氧化碳合成金刚石薄膜的形貌和结构分析. 物理学报, 2007, 56(11): 6572-6579. doi: 10.7498/aps.56.6572
    [16] 赵新新, 陶向明, 陈文彬, 陈 鑫, 尚学府, 谭明秋. Ni(111)表面一氧化碳和氢共吸附的密度泛函理论研究. 物理学报, 2006, 55(7): 3629-3635. doi: 10.7498/aps.55.3629
    [17] 钟志萍, 武淑兰, 徐 征, 朱林繁, 张晓军, 凤任飞, 徐克尊. 一氧化碳分立跃迁的光学振子强度和微分散射截面研究. 物理学报, 1998, 47(3): 419-427. doi: 10.7498/aps.47.419
    [18] 贾金锋, 吴凯, 王德峥, 吕斯骅, 赵汝光, 吴思诚. 氧和一氧化碳在有序合金表面Pd{001}c(2×2)-Mn上的共吸附:生成二氧化碳的微观机制. 物理学报, 1995, 44(2): 251-258. doi: 10.7498/aps.44.251
    [19] 鲍世宁, 黄清龙, 徐亚伯. 一氧化碳分子在铁(110)表面上吸附的角分辨紫外光电子谱. 物理学报, 1989, 38(7): 1154-1161. doi: 10.7498/aps.38.1154
    [20] 毕宪章, 张思远. 固体中稀土离子的能级位移和电子云扩大效应. 物理学报, 1988, 37(7): 1221-1226. doi: 10.7498/aps.37.1221
计量
  • 文章访问数:  5960
  • PDF下载量:  1323
  • 被引次数: 0
出版历程
  • 收稿日期:  2012-04-06
  • 修回日期:  2012-09-06
  • 刊出日期:  2013-02-05

/

返回文章
返回