Retrieval of Oceanic Total Precipitable Water Vapor and Cloud Liquid Water from Fengyun-3D Microwave Sounding Instruments

Fengyun-3 D(FY-3 D) satellite is the latest polar-orbiting meteorological satellite launched by China and carries 10 instruments onboard. Its microwave temperature sounder(MWTS) and microwave humidity sounder(MWHS) can acquire a total of 28 channels of brightness temperatures, providing rich information for profiling atmospheric temperature and moisture. However, due to a lack of two important frequencies at 23.8 and 31.4 GHz, it is difficult to retrieve the total precipitable water vapor(TPW) and cloud liquid water path(CLW) from FY-3 D microwave sounder data as commonly done for other microwave sounding instruments. Using the channel similarity between Suomi National Polar-orbiting Partnership(NPP) advanced technology microwave sounder(ATMS) and FY-3 D microwave sounding instruments, a machine learning(ML) technique is used to generate the two missing low-frequency channels of MWTS and MWHS. Then, a new dataset named as combined microwave sounder(CMWS) is obtained,which has the same channel setting as ATMS but the spatial resolution is consistent with MWTS. A statistical inversion method is adopted to retrieve TPW and CLW over oceans from the FY-3 D CMWS. The intercomparison between different satellites shows that the inversion products of FY-3 D CMWS and Suomi NPP ATMS have good consistency in magnitude and distribution. The correlation coefficients of retrieved TPW and CLW between CMWS and ATMS can reach 0.95 and 0.85, respectively.     

An Operational Precipitable Water Vapor Retrieval Algorithm for Fengyun-2F/VISSR Using a Modified Three-Band Physical Split-Window Method

The Visible and Infrared Spin-Scan Radiometer(VISSR) onboard the Fengyun-2(FY-2) satellite can provide valuable thermal infrared observations to help create a precipitable water vapor(PWV) product with high spatial and temporal resolutions. The current FY-2/VISSR PWV product in operation is produced by using a traditional two-band physical split-window(PSW) method, which produces low quality results under dry atmospheric conditions. Based on the sensitivity characteristics of FY-2 F/VISSR water vapor channel and two split-window channels to atmospheric water vapor, this study developed a new, robust operational PWV retrieval algorithm for FY-2 F to improve the operational precision of the current PWV product. The algorithm uses a modified three-band PSW method, which adds a scale for the water vapor channel in the improved three-band PSW method. Integrated PWV products from the radiosonde data in 2016 are used here to validate the precision of the PWV retrieved by the modified three-band and traditional two-band PSW methods. The mean bias, root mean square error(RMSE), and correlation coefficient of the PWV retrieved by the modified three-band PSW method are 0.28 mm, 4.53 mm, and 0.969, respectively. The accuracy is much better than the PWV retrieved by the two-band method, whose mean bias, RMSE, and correlation coefficient are 12.67 mm, 29.35 mm, and 0.23. Especially, in mid-or high-latitude regions, the RMSE of the PWV is improved from 10 to 2 mm by changing the inversion in the two-band method to the modified three-band PSW method. Furthermore, the modified three-band PSW results show a better consistency with the radiosonde PWV at any zonal belt and season than the two-band PSW results. This new algorithm could significantly improve the quality of the current FY-2 F/VISSR PWV product, especially at sites where the actual PWV are lower than 15 mm.     

一个适用于描述中国大陆冬季气温变化的东亚冬季风指数

利用1951年1月-2007年2月的NCEP V1格点资料和中国台站观测资料,定义了一个冬季风环流指数(IEAWM),并分析其与中国冬季气温和东亚大气环流变化的联系.结果表明该指数能够很好地反映东亚冬季风系统各成员的变化,兼顾北方和南方的环流状况和东西部热力差异的影响,改进了原有冬季风指数大多针对单一的冬季风环流成员及对中国冬季气温变化反映能力的不足,能够很好地反映中国冬季平均气温的异常变化.分析表明,当该指数为正值时东亚冬季风偏强,对应着地面西伯利亚高压和高空东亚大槽均偏强,东亚地区对流层中层的高-低纬度之间的纬向风经向切变加强,有利于中高纬度冷空气向南侵入,导致中国大陆地区气温偏低,反之亦然.IEAWM的年代际变化表明东亚冬季风在1985年之前偏强,1985年之后明显偏弱,这与1985年之后中国冬季变暖是一致的.     

风云二号卫星的冰云光学厚度反演偏差分析

冰云的微物理特性参数反演是云参数反演的难点和热点问题,目前风云二号(FY-2)卫星还没有相关的业务产品。考虑薄卷云覆盖在中低云上的两层云情况,采用六棱柱形状的冰云,在云相态识别基础上,利用FY-2 卫星观测数据,采用双通道算法反演冰云光学厚度。选取2013年8月的EOS/Terra和EOS/Aqua云参数产品对反演的FY-2云光学厚度精度进行比对分析。研究结果表明,联合FY-2的可见光通道和中波红外通道可反演冰云光学厚度。基于匹配得到的34个分析个例,FY-2反演的云光学厚度分布态势与EOS/ MODIS云产品相同,但FY-2云光学厚度反演值小于EOS/MODIS 云光学厚度产品值。FY-2 反演云光学厚度与EOS/MODIS云光学厚度产品的平均偏差为6.41,相关系数平均为0.92,线性拟合平均斜率为0.74。FY-2 与EOS/MODIS云光学厚度值偏差出现原因除了反演算法存在差异外,与反演所用数据的不同存在密切关系,基础观测数据越相近,FY-2 与EOS/MODIS云光学厚度反演结果的偏差越小。     

亚洲-太平洋大气主模态与东亚副热带夏季风年代际变化关系

基于1950～2005年NCEP/NCAR月平均再分析资料,利用REOF方法提取了亚洲-北太平洋地区低层大气的主要模态,着重研究分析了亚洲-北太平洋地区低层大气耦合模态的年代际变化特征及其与东亚夏季风的年代际变化关系。结果表明:①夏季亚洲-北太平洋大气主要耦合变化型反映了蒙古低压和北太平洋高压之间的变化关系。它们之间的耦合变化主要表现为年代际的变化特征,在20世纪50年代到60年代中期为负位相,即蒙古低压中心值相对较低,北太平洋副高中心值相对较高,60年代中期到70年代中期耦合变化处在正负交替的过程,70年代中期以后,耦合模态为一致的正位相,即蒙古低压中心值相对较高,北太平洋副高中心值相对较低。②蒙古低压和北太平洋副热带高压之间的耦合变化与东亚副热带夏季风风场强度的年代际变化有显著的负相关关系,当蒙古低压和北太平洋副高之间的耦合变化处于负位相时期,东亚副热带季风偏强,耦合变化处于正位相时期则相反,即东亚副热带季风偏弱。     

冬季亚洲—太平洋涛动年际变率与东亚气候异常

利用1948—2011年NCEP/NCAR月平均再分析资料和1951—2010年我国160站降水量资料,研究了冬季亚洲—太平洋区域的大气遥相关及其与东亚冬季风和降水的关系。结果表明:冬季在亚洲—西太平洋与中、东太平洋中低纬度对流层上层扰动温度之间存在类似于夏季的亚洲—太平洋涛动 (APO) 现象,即当东亚中低纬度对流层中、上层偏暖时,中东太平洋中低纬度对流层中上层温度偏冷,反之亦然。冬季APO可以反映冬季亚洲—太平洋东西向热力差异强度变化,与夏季相比,冬季APO遥相关在亚洲的中心位置略偏南、偏东,且冬季APO与大气环流关系与夏季也有所不同;当冬季APO指数偏高时,对流层上层东亚大槽位置偏西,而东亚热带地区的高压向北伸展,导致我国南方对流层为深厚的异常反气旋系统所控制,此时南方地区对流层低层盛行异常的偏东北气流,并伴随水汽辐散和异常下沉运动,南方降水偏少;冬季APO指数与ENSO有紧密联系。     

四川省FY-4A卫星反演大气水汽总量评估分析

为了解我国新一代静止气象卫星FY-4A辐射成像仪（AGRI）反演大气水汽总量（LPW）产品在海拔高度差异较大区域的适用性,利用2019和2020年6月20日~7月31日四川省11个探空站点观测数据计算大气水汽总量（TPW）,对FY-4A LPW进行评估分析。结果表明:FY-4A LPW整体平均偏差为负值,对研究区内大气水汽总量存在低估,低估主要集中在0~4.5 cm的水汽低值区;FY-4A LPW与探空TPW相关性较好,最大相关系数达0.95,在四川地区较为可靠;海拔高度对FY-4A LPW可靠性有直接影响,FY-4A LPW和探空TPW相关系数大小与海拔高度呈负相关。      

MERIDIONAL PROPAGATION OF EAST ASIAN LOW-FREQUENCY MODE AND MIDLATITUDE LOW-FREQUENCY WAVES*

Based on June to September 1981 ECMWF grid datasets analysis is done of the characteristics of thepropagation and structure of low-frequency(quasi 40 day) oscillation over eastern Asia. Results show aseparating(confluence) belt for the meridional propagation of low-frequency zonal(meridional) winds at higher(lower) levels over subtropical latitudes at 120°E, revealing that the oscillation of the zonal winds is quasi-geostrophic in pature and in phase in the high- and low-level. It is also found that the eastward propagationof the high-level zonal winds around 35°N in East Asia is the result of eastward march of midlatitude low-frequency waves with 60-90 longitude wavelength and speed of 1.5-2.0 longitudes per day. In addition, suchlow-frequency vortices, when moving over the coastwise region, tend to develop, accompanied by sharp oscil-lation in the westerly jetstream over eastern Asia.     

FY-3B/VIRR海表温度算法改进及精度评估

该文介绍了卫星观测海表温度 (SST) 算法的发展历程,给出了所用SST算法的回归模型,并在FY-3B/VIRR业务SST算法的基础上进行了改进。基于NOAA-19/AVHRR匹配数据集,进行多算法建模分析及精度评估,白天最优算法为非线性SST (NL) 算法,夜间最优算法为三通道SST (TC) 算法,最优算法的确定与NESDIS/STAR一致。建立2012年8月—2013年3月FY-3B/VIRR匹配数据集,并在此基础上进行多算法回归建模及精度评估,白天和夜间的最优均为NL算法,分析发现夜间TC算法采用匹配数据集版本2(MDB_V2) 时,3.7 μm通道存在类似百叶窗的条带现象。以2012年10—12月FY-3B/VIRR匹配数据集计算回归系数,以2013年1—3月独立样本进行精度评估,与浮标SST相比,NL算法白天和夜间的均方根误差分别为0.41℃和0.43℃。与日平均最优插值海温 (OISST) 相比,NL算法白天和夜间的均方根误差分别为1.45℃和1.5℃; 选择与OISST偏差在2℃以内的样本,NL算法白天和夜间均方根误差分别为0.82℃和0.84℃。     

东亚季风指数及其与大尺度热力环流年际变化关系

将东西向海平面气压差与低纬度高、低层纬向风切变相结合 ,定义了东亚季风指数 ,该季风指数较好地反映了东亚冬、夏季风变化。其中 ,夏季风指数年际异常对西太平洋副热带高压南北位置变化和长江中下游旱涝具有较强的反映能力。分析表明 :东亚夏季风年际变化与印度洋 -西太平洋上空反 Walker环流及夏季越赤道南北半球间的季风环流呈显著正相关关系。在强、弱异常东亚夏季风年份 ,异常的 Walker环流在西太平洋上的辐合 (辐散 )中心在垂直方向不重合 ,高层 ( 2 0 0 h Pa)速度势与东亚夏季风显著相关区域位于西北太平洋上 ,该异常环流的高层的辐合 (辐散 )通过改变低层空气质量而影响夏季 50 0 h Pa西北太平洋副热带高压。采用 SVD分析进一步发现 :与海温耦合的异常 Walker环流在西太平洋上空的上升支表现出南北半球关于赤道非对称结构 ,亚澳季风区受该异常 Walker环流控制。因而 ,东亚季风与热带海气相互作用可直接通过这种纬向非对称的 Walker环流发生联系。     

Impact of Long-range Desert Dust Transport on Hydrometeor Formation over Coastal East Asia

Model simulations and hydrological reanalysis data for 2007 are applied to investigate the impact of long-range desert dust transport on hydrometeor formation over coastal East Asia.Results are analyzed from Hong Kong and Shanghai,which are two representative coastal cities of East Asia.Long-range desert dust transport impacts mainly spring and summer clouds and precipitation over coastal East Asia.In spring,clouds and precipitation come mainly from large-scale condensation and are impacted mainly by dust from the Gobi,Sahara,and Thar deserts.These desert dusts can participate in the precipitation within and below the clouds.At lower latitudes,the dust particles act mainly as water nuclei.At higher latitudes,they act as both water nuclei and ice nuclei.The effect of Gobi,Sahara,and Thar dust on large-scale clouds and precipitation becomes stronger at higher latitudes.In summer,clouds and precipitation over coastal East Asia come mainly from convection and are impacted mainly by dust from the Taklamakan,Arabian,and Karakum-Kavir deserts.Most Taklamakan dust particles can participate in precipitation within convective clouds as ice nuclei,while Arabian and Karakum-Kavir dust particles participate only as water nuclei in precipitation below the clouds.The effect of Taklamakan dust on convective clouds and precipitation becomes stronger at lower latitudes.Of all the desert dusts,that from the Gobi and Taklamakan deserts has the relatively largest impact.Gobi dust impacts climate change in coastal East Asia by affecting spring water clouds at higher latitudes.     

ANALYSES OF THE DYNAMIC EFFECTS ON WINTER CIRCULATION OF THE TWO MAIN MOUNTAINS IN THE NORTHERN HEMISPHERE--Ⅱ.VERTICAL PROPAGATION OF PLANETARY WAVES

A linear,hemispheric and stationary spectral model with multilayers in the vertical was employed to simulate the vertical propagation of waves triggered by mountains.Results show that,in cooperation with the East Asia zonal mean flow,Tibetan Plateau can excite a strong wavenumber 1 perturbation in the stratosphere with its ridge and trough located over the Pacific and Atlantic Oceans respectively.On the other hand,the stratospheric wavenumber 1 perturbation caused by the mechanical forcing of the Rocky Mountains in cooperation with the North America zonal mean flow is very weak.Calculations from observational data of the vertical profile of critical wavenumber for vertically propagating waves imply that the tropospheric wavenumber 1 perturbation can hardly penetrate the North America tropopause upwards,whereas it can freely propagate through the East Asia tropopause into the stratosphere.Two-dimensional E-Pcross-sections obtained from both observational data and simulated results also demonstrate that waves excited by the Rocky Mountains are refracted towards low latitudes in the troposphere during their upward propagation:whereas,in addition to the above mentioned equatorward leaning branch,the wavenumber 1 and 2 planetary waves excited by the Tibetan Plateau possess another branch which is refracted to high latitudes during upward propagation and penetrates the tropopause into the stratosphere.It is therefore concluded that the difference in the horizontal and vertical wave propagations in the two hemispheres is a result of the different dynamical forcing induced by the two main mountains in the Northern Hemisphere.     

ANALYSES OF THE DYNAMIC EFFECTS ON WINTER CIRCULATION OF THE TWO MAIN MOUNTAINS IN THE NORTHERN HEMISPHERE——Ⅱ.VERTICAL PROPAGATION OF PLANETARY WAVES

A linear,hemispheric and stationary spectral model with multilayers in the vertical was employed to simulate thevertical propagation of waves triggered by mountains.Results show that,in cooperation with the East Asia zonal meanflow,Tibetan Plateau can excite a strong wavenumber 1 perturbation in the stratosphere with its ridge and trough lo-cated over the Pacific and Atlantic Oceans respectively.On the other hand,the stratospheric wavenumber 1 perturbationcaused by the mechanical forcing of the Rocky Mountains in cooperation with the North America zonal mean flow isvery weak.Calculations from observational data of the vertical profile of critical wavenumber for vertically propagatingwaves imply that the tropospheric wavenumber 1 perturbation can hardly penetrate the North America tropopause up-wards,whereas it can freely propagate through the East Asia tropopause into the stratosphere.Two-dimensional E-Pcross-sections obtained from both observational data and simulated results also demonstrate that waves excited by theRocky Mountains are refracted towards low latitudes in the troposphere during their upward propagation:whereas,inaddition to the above mentioned equatorward leaning branch,the wavenumber 1 and 2 planetary waves excited by theTibetan Plateau possess another branch which is refracted to high latitudes during upward propagation and penetratesthe tropopause into the stratosphere.It is therefore concluded that the difference in the horizontal and vertical wavepropagations in the two hemispheres is a result of the different dynamical forcing induced by the two main mountains inthe Northern Hemisphere.     

Water Vapor Transport Related to the Interdecadal Shift of Summer Precipitation over Northern East Asia in the Late 1990s

In this study, an interdecadal shift of summer precipitation over northern East Asia (NEA) was identified, demonstrating that summer precipitation decreased abruptly after 1998/99. The synchronous shift in summer moisture budget and water vapor transport over NEA was further investigated by using the NCEP/NCAR reanalysis data. The results indicate that water vapor transported northward into NEA from three low-latitude paths was limited because most water vapor was transported eastward. Water vapor transported from the westerly path in mid–high (WMH) latitudes exhibited significant correlations with summer precipitation in NEA and experienced a significant adjustment in the late 1990s. Regarding the spatial distributions of water vapor transport, less input was found through the western boundary while more output occurred through the eastern boundary of NEA, and zonal water vapor transport fluxes mainly concentrated at the low to middle levels, which led to the summer precipitation shift in NEA around the late 1990s. Furthermore, it is also confirmed that the wind anomalies (rather than the moisture disturbance) as the dominant internal dynamic factor and Pacific Decadal Oscillation/Atlantic Multidecadal Oscillation (PDO/AMO) as possible external force played important roles in influencing the water vapor transport and causing the summer precipitation shift over NEA in the late 1990s.     

东亚地区低频振荡的经向传播及中纬度的低频波动

本文利用1981年6—9月欧洲中期天气预报中心(ECMWF)网格点资料分析了东亚地区低频(准40天)振荡的传播特性与结构特征,发现在120°E经度上的高空(低空)副热带地区有一个低频纬向风(经向风)经向传播的分离带(汇合带),指出中纬度低频纬向风振荡是准地转的,且高低空振荡同位相。同时揭示出:亚洲地区中纬度(35°N)高空低频纬向风的向东传播是波长为60—90个经度、移速为1.5—2.0个经度/d的中纬度低频波动东移的结果。这种低频涡旋移至东亚沿海地区常会发展,这种发展可能与急流中心附近正压不稳定能量的供给有关。     

冬季东亚高空急流季节内协同变化及对我国东部降水的影响

利用ERA-Interim再分析资料,采用滤波和合成分析等统计方法,分析了冬季东亚高空急流的季节内协同变化以及对我国东部降水的影响,结果表明:在季节内尺度(10~90天)中,东亚地区冬季300 hPa逐日纬向风主要表现为准双周振荡(10~30天)。300 hPa低频纬向风异常整体向东传播,高纬的低频纬向风异常向南传播,低纬低频纬向风没有明显经向传播特征。伴随低频纬向西风从里海附近开始向东移动至西北太平洋上空,温带急流向东再向东南移动并且强度先增强再减弱,副热带急流位置没有明显变化,强度演变特征与温带急流变化相反。降水异常对300 hPa风场低频振荡有显著响应,低频降水主要出现在我国东部,随时间向东移动,移至西太平洋附近消失;受低频风场影响,温带急流偏强,副热带急流偏弱时,我国东部高空辐合,地面表现为低频高压,整层有较强下沉气流,地面为东北风控制,不易产生降水;温带急流偏弱,副热带急流偏强时,青藏高原北侧整层一致东风异常,南侧整层一致西风异常,使我国东部高空辐散,地面受低频低压控制,我国东部产生整层上升运动,并且有西南风水汽输送,水汽辐合,我国东部出现低频降水正异常。      

北半球副热带—中纬度太平洋大气季节内扰动的纬向传播与东亚夏季旱涝

用时空滤波和Morlet小波方法,分析了1958—2000年夏季东亚(20°—45°N,110°—135°E)不同纬带(由南到北分为4个区域)的降水分别与太平洋同一纬带上大气30—60 d振荡(ISO)沿纬圈传播的关系及其成因机制。发现太平洋上经向风ISO向西传播的强或弱,是东亚夏季风区降水偏多或偏少的必要条件。对逐年夏季的分析表明,无论当年东亚夏季风强与否,在所划分的几个东亚季风区所有涝的年份里,太平洋同一纬带上大气ISO向西传播都明显较强,而在这些区域绝大多数旱的年份里,相应的ISO向西传播明显较弱。进一步分析发现,经向风ISO的纬向传播对应着大气经向型环流系统的移动,向西传影响东亚夏季风区降水的ISO有来自低纬中东太平洋东风流中的低频气旋(如副热带东风带中ISO的演变);也有来自中高纬度阿拉斯加湾及鄂霍次克海一带低频低压(如洋中槽)和高压(如阻塞高压和东北太平洋高压)的向南向西频散。因此东亚夏季旱涝不但与热带季风有关,而且与中东太平洋副热带东风系统中ISO的向西传播、中高纬度长波调整时低频扰动向西南经北太平洋副热带的传播密切相关。     

Atmospheric temporal variations in the pre-landfall environment of typhoon Nangka (2015) observed by the Himawari-8 AHI

The next generation Geostationary Operational Environmental Satellite-R series (GOES-R) Advanced Baseline Imager (ABI) legacy atmospheric profile (LAP) retrieval algorithm is applied to the Advanced Himawari Imager (AHI) radiance measurements from the Himawari-8 satellite. Derived products included atmospheric temperature/moisture profiles, total precipitable water (TPW), and atmospheric stability indices. Since both AHI and ABI have 9 similar infrared bands, the GOES-R ABI LAP retrieval algorithm can be applied to the AHI measurements with minimal modifications. With the capability of frequent (10-min interval) full disk observations over the East Asia and Western Pacific regions, the AHI measurements are used to investigate the atmospheric temporal variation in the pre-landfall environment for typhoon Nangka (2015). Before its landfall over Japan, heavy rainfalls from Nangka occurred over the southern region of Honshu Island. During the pre-landfall period, the trends of the AHI LAP products indicated the development of the atmospheric environment favorable for heavy rainfall. Even though, the AHI LAP products are generated only in the clear skies, the 10-minute interval AHI measurements provide detailed information on the pre-landfall environment for typhoon Nangka. This study shows the capability of the AHI radiance measurements, together with the derived products, for depicting the detailed temporal features of the pre-landfall environment of a typhoon, which may also be possible for hurricanes and storms with ABI on the GOES-R satellite.     

Climate Change Projections for the 21st Century by the NCC/IAP T63 Model with SRES Scenarios

1. IntroductionFor the latest 15 years, the climate change hasbeen paid more attention by the policy-makers, scien-tists, and the public. The global warming of 0.4-0.8°Cfor the 20th century has been measured by the instru-mental observations. The atmospheric concentrationof CO2 increased from 280 ppm for the period 1000-1750 to 368 ppm in the year 2000 with an increase of27%-35%. In the light of new evidence and taking intoaccount the remaining uncertainties, most of the ob-served warming o…     

东亚-北太平洋偶极型气压场及其与东亚季风年际变化的关系

利用美国NCEP/NCAR的月平均再分析资料,研究东亚-太平洋地区地面气压的耦合模态与东亚副热带季风异常的关系,结果表明:在亚洲大陆和北半球太平洋之间气压场的偶极子模态主要反映了东亚地区东西向气压梯度的异常.从20世纪60年代到70年代中期,东亚-太平洋的这种偶极子表现为蒙古地区气压偏低和太平洋地区气压偏高的特征,而从20世纪70年代后期到90年代,则表现为蒙古地区气压偏高和太平洋地区气压偏低的特征.在偶极子指数值较高的年份,冬季(或夏季)蒙古高压(或蒙古低压)和太平洋阿留申低压(或太平洋副热带高压)较强