地球信息科学学报
地毬信息科學學報
지구신식과학학보
GEO-INFORMATION SCIENCE
2014年
3期
443-449
,共7页
二氧化碳%反演%敏感性分析%RTTOV
二氧化碳%反縯%敏感性分析%RTTOV
이양화탄%반연%민감성분석%RTTOV
carbon dioxide%retrieval%sensitivity analysis%RTTOV
大气二氧化碳是开展全球气候变化和碳循环研究的关键数据。卫星遥感技术与模式模拟相结合的反演方法已成为获取该数据的重要手段,但模式输入参数本身的误差会对大气二氧化碳反演精度产生影响,须在反演算法设计中加以关注。本文利用RTTOV 10快速辐射传输模式模拟Aqua/AIRS红外探测仪17个大气二氧化碳反演通道,计算了这些通道上大气顶出射辐射对温度廓线、臭氧廓线、水汽廓线、地表温度和地表发射率的参数误差的不确定性,并与二氧化碳增加0.5%时造成的不确定性进行对比,分析二氧化碳对上述参数误差的敏感性。结果表明,温度廓线误差是干扰AIRS大气二氧化碳反演的主要因素,其次是臭氧廓线误差,而水汽廓线、地表温度和地表发射率的误差对二氧化碳反演的影响在除去个别通道后可忽略不计。最后,本文以通道为单位,确定了各通道上的高敏感参数、敏感参数和不敏感参数,为二氧化碳反演通道的选择和反演算法的设计提供了参考。
大氣二氧化碳是開展全毬氣候變化和碳循環研究的關鍵數據。衛星遙感技術與模式模擬相結閤的反縯方法已成為穫取該數據的重要手段,但模式輸入參數本身的誤差會對大氣二氧化碳反縯精度產生影響,鬚在反縯算法設計中加以關註。本文利用RTTOV 10快速輻射傳輸模式模擬Aqua/AIRS紅外探測儀17箇大氣二氧化碳反縯通道,計算瞭這些通道上大氣頂齣射輻射對溫度廓線、臭氧廓線、水汽廓線、地錶溫度和地錶髮射率的參數誤差的不確定性,併與二氧化碳增加0.5%時造成的不確定性進行對比,分析二氧化碳對上述參數誤差的敏感性。結果錶明,溫度廓線誤差是榦擾AIRS大氣二氧化碳反縯的主要因素,其次是臭氧廓線誤差,而水汽廓線、地錶溫度和地錶髮射率的誤差對二氧化碳反縯的影響在除去箇彆通道後可忽略不計。最後,本文以通道為單位,確定瞭各通道上的高敏感參數、敏感參數和不敏感參數,為二氧化碳反縯通道的選擇和反縯算法的設計提供瞭參攷。
대기이양화탄시개전전구기후변화화탄순배연구적관건수거。위성요감기술여모식모의상결합적반연방법이성위획취해수거적중요수단,단모식수입삼수본신적오차회대대기이양화탄반연정도산생영향,수재반연산법설계중가이관주。본문이용RTTOV 10쾌속복사전수모식모의Aqua/AIRS홍외탐측의17개대기이양화탄반연통도,계산료저사통도상대기정출사복사대온도곽선、취양곽선、수기곽선、지표온도화지표발사솔적삼수오차적불학정성,병여이양화탄증가0.5%시조성적불학정성진행대비,분석이양화탄대상술삼수오차적민감성。결과표명,온도곽선오차시간우AIRS대기이양화탄반연적주요인소,기차시취양곽선오차,이수기곽선、지표온도화지표발사솔적오차대이양화탄반연적영향재제거개별통도후가홀략불계。최후,본문이통도위단위,학정료각통도상적고민감삼수、민감삼수화불민감삼수,위이양화탄반연통도적선택화반연산법적설계제공료삼고。
As one of the main greenhouse gases, global atmospheric carbon dioxide has increased one third over the past one hundred years, becoming the focus of global warming research. Using satellite remote sensing tech-nology and radiative transfer model to retrieve atmospheric carbon dioxide has become the most important means to obtain the global carbon dioxide concentration data. However, the input parameters of radiative transfer model inevitably carry some errors, which will influence the retrieval accuracy more or less, so this influence must be quantified and considered in the retrieval algorithm. In this paper, the radiances of 17 infrared carbon di-oxide retrieval channels located in 15μm wave band of the Aqua/AIRS infrared detection instrument are simulat-ed by the fast radiative transfer model RTTOV10. The temperature profile, ozone profile, water vapor profile, surface temperature and emissivity are considered as the influence factors. And the sensitivities of the outgoing radiance to the errors of these input parameters are calculated. Then the comparison between these sensitivities and that to 0.5%change of atmospheric carbon dioxide concentration is made. Analysis shows that:temperature profile errors have the biggest influence on carbon dioxide retrieval, and these errors should be less than 0.5k. The total sensitivity of all channels to ozone profile errors are about one third of that to carbon dioxide, making ozone profile errors take the second place. The sensitivities to errors of water vapor profile and surface tempera-ture show the same trend which is only high at channel 738.1 cm-1 and 738.4 cm-1. Errors of surface emissivity are negligible at all channels, because the sensitivities due to them are far less than that to carbon dioxide. Final-ly, for each channel, these parameters are divided into three classes which are high sensitive parameters, low sen-sitive parameters and non-sensitive parameters, providing a reference for carbon dioxide retrieval channel selec-tion and algorithm design.