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国家重点基础研究发展计划(2013CB955801)

作品数:19 被引量:87H指数:5
相关作者:王普才陈洪滨何文英刘红燕刘思波更多>>
相关机构:中国科学院大气物理研究所中国科学院大学成都信息工程大学更多>>
发文基金:国家重点基础研究发展计划国家自然科学基金中国科学院战略性先导科技专项更多>>
相关领域:天文地球环境科学与工程自动化与计算机技术更多>>

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19 条 记 录,以下是 1-10
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The Spatial and Temporal Variability of Tropospheric NO_(2) during 2005–14 over China Observed by the OMI被引量:2
2015年
As improved and accumulated satellite records become available,it is significant to provide up-to-date perspectives on the spatiotemporal signatures of tropospheric nitrogen dioxide(NO2)over China,the knowledge of which is helpful for air pollution control.In this study,the Ozone Monitoring Instrument NO2 dataset for the last 10 years(2005–14)was retrieved to examine multiple aspects of NO2 columns,including distributions,trends,and seasonal cycle.The pattern of average NO2suggests five hotspots with column density higher than 20×1015 molec cm-2:Jing-Jin-Tang;combined southern Hebei and northern Henan;Jinan;the Yangtze River Delta;and the Pearl River Delta.Furthermore,substantial and widespread NO2 growths are distributed over the North China Plain.By contrast,downward trends in NO2 amounts prevail in the megacities of Beijing,Shanghai,and Guangzhou,despite generally high loading levels.Except for the Pearl River Delta,there appears to be temporally consistent behaviors across all regions considered,where NO2 had an abrupt decline during 2008 to 2009,then a drastic increase up to 2013,before beginning to reduce again after 2013.However,the NO2 over the Pearl River Delta is not coevolving with the rest,having experienced a moderate rise from 2005 to 2007,followed by a reduction thereafter.A marked seasonality is apparent,with a maximum in winter and a minimum in summer,regardless of the region.The annual amplitude of NO2 is less pronounced over the Pearl River Delta,whereas the largest range is observed over the combined Southern Hebei and Northern Henan region,induced by enhanced NO2emission in wintertime due to intense domestic heating.
WANG TingWANG Pu-CaiFrancois HENDRICKYU HuanMichel VAN ROOZENDAEL
关键词:TRENDDISTRIBUTION
Polarimetric Study of the Fine Aerosol Fraction in Beijing
2014年
Measurements of aerosol optical characteris- tics were carried out with a Photoelectric Aerosol Nephelometer (PhAN) in Beijing and at Xinglong Obser- vatory, which is located 150 km northeast of Beijing. Aerosol size distributions were retrieved by means of the inverse problem solution. Mean volume size distributions of the fine aerosol fraction were unimodal with the maximum radius in the range 0.11-0.15 pm. Accumula- tion of aerosol matter in the air basin of Beijing takes place mainly due to the growth of particle size, but not their number. A simple optical method to detect aerosol nonsphericity is proposed.
Mikhail A.SVIRIDENKOVAlexander S.EMILENKOWANG Pu-CaiWANG Geng-Chen
卫星红外高光谱反演大气水汽含量
2014年
利用高光谱大气红外探测仪AIRS模拟及观测数据,发展基于主成分分析技术的多层前馈神经网络反演算法,进行大气中水汽柱总量(IWV)的反演计算、模拟及实测验证。首先,基于全球晴空大气廓线训练样本SeeBorV4.0,利用快速辐射传输模式CRTM进行了辐射传输模拟计算,得到全球高光谱分辨率模拟辐亮度;其次,利用主成分分析技术对模式模拟和AIRS实测高光谱数据进行降维、去噪及去相关处理,并采用多层前向神经网络算法反演大气水汽柱总量;最后,利用数值试验、AIRS实测L1B数据及其水汽产品,对反演算法进行了验证。通过与AIRS官方大气产品的统计分析,本算法反演均方根误差为0.387g/cm2,最大偏差为0.82g/cm2,空间分辨率保留了AIRS像素原分辨率(比AIRS官方大气产品高3倍)。
张升兰刘海磊邓小波闵文彬
关键词:AIRS反演
An Empirical Model for Estimating the Zonal Mean Aerosol Extinction Profiles from SAGE II Measurements
2014年
This paper presents an empirical model for estimating the zonal mean aerosol extinction profiles in the stratosphere over 10°-wide latitude bands between 60°S and 60°N, on the basis of Stratospheric Aerosol and Gas Experiment(SAGE) II aerosol extinction measurements at 1.02, 0.525, and 0.452 μm during the volcanically quiescent period between 1998–2004. First, an empirical model is developed for calculating the stratospheric aerosol extinction profiles at 1.02 μm. Then, starting from the 1.02 μm extinction profile and an exponential spectral dependence, an empirical algorithm is developed that allows the aerosol extinction profiles at other wavelengths to be calculated. Comparisons of the model-calculated aerosol extinction profiles at the wavelengths of 1.02, 0.525, and 0.452 μm and the SAGE II measurements show that the model-calculated aerosol extinction coefficients conform well with the SAGE II values, with the relative differences generally being within 15% from 2 km above the tropopause to 40 km. The model-calculated stratospheric aerosol optical depths at the three wavelengths are also in good agreement with the corresponding optical depths derived from the SAGE II measurements, with the relative differences being within 0.9% for all latitude bands. This paper provides a useful tool in simulating zonal mean aerosol extinction profiles, which can be used as representative background stratospheric aerosols in view of atmospheric modeling and remote sensing retrievals.
YANG Jing-MeiZONG Xue-Mei
关键词:AEROSOLSTRATOSPHERE
XCO_2 satellite retrieval experiments in short-wave infrared spectrum and ground-based validation被引量:4
2015年
Based on the optimal estimation method, a satellite XCO2 retrieval algorithm was constructed by combining LBLRTM with VLIDORT. One-year GOSAT/TANSO observations over four TCCON stations were tested by our algorithm, and retrieval results were compared with GOSAT L2 B products and ground-based FTS measurements. Meanwhile, the influence of CO2 line mixing effect on retrieval was estimated, and the research showed that neglecting CO2 line mixing effect could result in approximately 0.25% XCO2 underestimation. The accuracy of XCO2 retrievals was similar to GOSAT L2 B products at cloud-free footprints with aerosol optical depth less than 0.3, and 1% accuracy of XCO2 retrievals can be reached based on the validation result with TCCON measurements.
ZHOU MinQiangZHANG XingYingWANG PuCaiWANG ShuPengGUO LiLiHU LieQun
地基微波辐射计探测大气边界层高度方法被引量:25
2015年
采用2013年中国科学院大气物理研究所香河大气综合观测试验站的地基微波辐射计和激光雷达观测数据,以激光雷达探测的大气边界层高度为参考,分别利用非线性神经网络和多元线性回归方法建立微波亮温直接反演大气边界层高度的算法,并对比两种方法的反演能力,同时分析非线性神经网络算法在不同时段及不同天气状况下反演结果的差异。结果表明:非线性神经网络算法的反演能力优于多元线性回归算法,其反演结果与激光雷达探测的大气边界层高度有较好一致性,冬、春季的相关系数达到0.83,反演精度比线性回归算法约高26%;对于不同时段和不同天气条件,春季的反演结果最好,晴空的反演结果好于云天;四季和不同天气状况的划分也有利于提高反演精度。
刘思波何文英刘红燕陈洪滨
关键词:激光雷达神经网络多元线性回归
Aerosol Type Identification Using PARASOL Multichannel Polarized Data被引量:2
2014年
PARASOL(Polarization & Anisotropy of Reflectances for Atmospheric Sciences coupled with Observations from a Lidar) multi-channel and multi-directional polarized data for different aerosol types were compared.The PARASOL polarized radiance data at 490 nm,670 nm,and 865 nm increased with aerosol optical thickness(AOT) for fine-mode aerosols;however,the polarized radiances at 490 nm and 670 nm decreased as AOT increased for coarse dust aerosols.Thus,the variation of the polarized radiance with AOT can be used to identify fine or coarse particle-dominated aerosols.Polarized radiances at three wavelengths for fine-and coarse-mode aerosols were analyzed and fitted by linear regression.The slope of the line for 670 nm and 490 nm wavelength pairs is less than 0.35 for dust aerosols.However,the value for fine-mode aerosols is greater than 0.60.The Support Vector Machine method(SVM) based on 12 vector features was used to discriminate clear sky,coarse dust aerosols,fine-mode aerosols,and cloud.Two cases were given and validated by AErosol RObotic NETwork(AERONET) measurements,MODIS(Moderate Resolution Imaging Spectroradiometer) FMF(Fine Mode Fraction at 550 nm) images,PARASOL RGB(Red Green Blue) images,and CALIOP(Cloud-Aerosol Lidar with Orthogonal Polarization) VFM(Vertical Feature Mask) data.
FAN Xue-HuaCHEN Hong-Bin
Variation Trend and Characteristics of Anthropogenic CO Column Content in the Atmosphere over Beijing and Moscow
2014年
The anthropogenic CO column content in the atmosphere is derived from measurements with infrared grating spectrometers in Beijing,China,and Moscow,Russia,during 1992–2012.Some specific variation characteristics and long-term variation trends of the CO column content in the atmosphere in these regions are discussed.An evident variation trend of anthropogenic CO in the atmosphere for the Beijing region is not observed during 1992–2012,while for the Moscow region,it decreases yearly by about 1.4% for the same period.High CO concentrations appear quite frequently in Beijing,but much less frequently in Moscow,except during the natural fire events in summer 2010.From back trajectory analysis,the high CO concentration observed in Beijing can be attributed to the intensive CO emission sources in its surrounding areas.
WANG Pu-CaiGeorgy S.GOLITSYNWANG Geng-ChenEvgeny I.GRECHKOVadim S.RAKITINEkaterina V.FOKEEVAAnatoly V.DZHOLA
关键词:ANTHROPOGENICCOCOLUMNGRATING
香河地区亚微米气溶胶粒子尺度谱分布特征被引量:4
2016年
为了解香河地区气溶胶尺度谱的基本特征,自2012年5月起,利用扫描电迁移率粒径谱仪(SMPS)对河北香河地区的亚微米(13.8~723.4 nm)气溶胶尺度谱分布进行了近2 a的测量。基于该数据集,分析了气溶胶尺度谱的季节变化和日变化特征及气象要素对气溶胶浓度的影响。结果发现,观测期间埃根核模态(20.0~100.0 nm)、积聚模态(100.0~723.4 nm),以及总的气溶胶数浓度、表面积浓度和体积浓度均值分别为7.0×103cm^(-3)、7.5×103cm^(-3)、14.9×103cm^(-3)、1125μm2·cm^(-3)和50μm^3·cm^(-3)。香河地区积聚模态的粒子数浓度接近华北地区其他污染测站的结果,但高于发达国家的测值。冬季气溶胶的平均浓度最高(18.1×10~3cm^(-3)),而春季最低(12.3×10~3cm^(-3))。不同季节,气溶胶的数谱分布主要为单峰分布,平均峰值直径约为105 nm。气溶胶浓度的日变化受机动车排放的影响显著,存在早晚两个高值中心,分别出现在早上的06:00—09:00和晚上的19:00—21:00。风速、风向对气溶胶数浓度的影响较大,低风速(<2 m/s)和南风条件,尤其是吹西南风时,气溶胶浓度的增加显著。
孙丽王普才张晋广赵姝慧杨磊
关键词:气溶胶数浓度气象要素
Identification of Aerosol Types and Their Optical Properties in the North China Plain Based on Long-Term AERONET Data被引量:4
2013年
Characterization of aerosols is required to reduce uncertainties in satellite retrievals of global aerosols and for modeling the effects of these aerosols on climate.Aerosols in the North China Plain(NCP) are complex,which provides a good opportunity to study key aerosol optical properties for various aerosol types.A cluster analysis of key optical properties obtained from Aerosol Robotic Network(AERONET) data in Beijing and Xianghe during 2001-11 was performed to identify dominant aerosol types and their associated optical properties.Five dominant aerosol types were identified.The results show that the urban/industrial aerosol of moderate absorption was dominant in the region and that this type varied little with season.Urban/industrial aerosol of weak absorption was the next most common type and mainly occurs in summer,followed by that strong aerosols occurring mainly in winter.All were predominantly fine mode particles.Mineral dust(MD) and polluted dust(PD) occurred mainly in spring,followed by winter,and their absorption decreased with wavelength.In addition,aerosol dynamics and optical parameters such as refractive index and asymmetry factor were examined.Results show that the size of coarse mode particles decreased with AOD indicating the domination of external mixing between aerosols.
SUN LiXIA Xiang-AoWANG Pu-CaiCHEN Hong-BinPhilippe GOLOUBZHANG Wen-Xing
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