气象与环境学报
氣象與環境學報
기상여배경학보
JOURNAL OF METEOROLOGY AND ENVIRONMENT
2012年
3期
21-24
,共4页
MODIS红外资料%反演%特征向量统计反演法%温湿度廓线
MODIS紅外資料%反縯%特徵嚮量統計反縯法%溫濕度廓線
MODIS홍외자료%반연%특정향량통계반연법%온습도곽선
MODIS infrared data%Retrieval%Eigenvector regression algorithm%Atmospheric temperature and mois-ture profile
概述了利用特征向量统计回归反演算法,从EOS/MODIS的红外通道资料反演大气温湿度垂直分布过程,并与美国国家环境预报中心NCEP(National Centers for Environmental Prediction)等压面再分析场资料按照纬度和气压高度进行了真实性检验。结果表明:由MODIS资料反演得到的大气温湿度参数能够揭示大气温湿度的垂直分布。在各个等压面上均方根误差平均值在中纬度地区为3.39K,低纬度地区为1.40K,近地面层、对流层顶附近及下垫面地形复杂的区域误差较大,总体上低纬度地区要好于中纬度地区。反演的水汽误差也为低纬度地区小于中纬度地区,且随高度升高,中、高纬度误差均逐渐减小并接近。
概述瞭利用特徵嚮量統計迴歸反縯算法,從EOS/MODIS的紅外通道資料反縯大氣溫濕度垂直分佈過程,併與美國國傢環境預報中心NCEP(National Centers for Environmental Prediction)等壓麵再分析場資料按照緯度和氣壓高度進行瞭真實性檢驗。結果錶明:由MODIS資料反縯得到的大氣溫濕度參數能夠揭示大氣溫濕度的垂直分佈。在各箇等壓麵上均方根誤差平均值在中緯度地區為3.39K,低緯度地區為1.40K,近地麵層、對流層頂附近及下墊麵地形複雜的區域誤差較大,總體上低緯度地區要好于中緯度地區。反縯的水汽誤差也為低緯度地區小于中緯度地區,且隨高度升高,中、高緯度誤差均逐漸減小併接近。
개술료이용특정향량통계회귀반연산법,종EOS/MODIS적홍외통도자료반연대기온습도수직분포과정,병여미국국가배경예보중심NCEP(National Centers for Environmental Prediction)등압면재분석장자료안조위도화기압고도진행료진실성검험。결과표명:유MODIS자료반연득도적대기온습도삼수능구게시대기온습도적수직분포。재각개등압면상균방근오차평균치재중위도지구위3.39K,저위도지구위1.40K,근지면층、대류층정부근급하점면지형복잡적구역오차교대,총체상저위도지구요호우중위도지구。반연적수기오차야위저위도지구소우중위도지구,차수고도승고,중、고위도오차균축점감소병접근。
The retrieval algorithm based on an eigenvector regression method was summarized. The vertical distri- butions of the atmospheric temperature and moisture were retrieved using EOS/MODIS infrared data and were verified along the latitude and pressure altitude with isobaric surface reanalysis field data from NCEP ( national centers for environmental prediction). The results indicate that the atmospheric temperature and moisture parameters retrieved by MODIS data can reveal its vertical distributions. The average of root mean square (RMS) errors at each isobaric surface is 3.39 K in middle latitude region and 1.40 K in low latitude region, respectively. The errors are significant near the ground and tropopause region as well as in complicated underlying surface region. In general, temperature retrieval results are better in low latitude regions than in middle latitude regions, so are vapor retrieval results. With the increasing of the height, the error decreases gradually in middle and high latitudes regions and is close to each other.