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911.
912.
Analysis of the Microphysical Properties of a Stratiform Rain Event Using an L-Band Profiler Radar 总被引:2,自引:0,他引:2
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This paper investigates spatial and temporal distributions of the microphysical properties of precipitating stratiform clouds based on Doppler spectra of rain particles observed by an L-band profiler radar.The retrieval of raindrop size distributions(RSDs) is accomplished through eliminating vertical air motion and isolating the terminal fall velocity of raindrops in the observed Doppler velocity spectrum.The microphysical properties of raindrops in a broad stratiform region with weak convective cells are studied using data collected from a 1320-MHz wind profiler radar in Huayin,Shaanxi Province on 14 May 2009.RSDs and gamma function parameters are retrieved at altitudes between 700 and 3000 m above the surface,below a melting layer.It is found that the altitude of the maximum number of raindrops was closely related to the surface rain rate.The maximum number of large drops was observed at lower altitudes earlier in the precipitation event but at higher altitudes in later periods,suggesting decreases in the numbers of large and medium size raindrops.These decreases may have been caused by the breakup of larger drops and evaporation of smaller drops as they fell.The number of medium size drops decreased with increasing altitude.The relationship between reflectivity and liquid water content during this precipitation event was Z = 1.69×10~4M~(1.5),and the relationship between reflectivity and rain intensity was Z = 256I~(1.4). 相似文献
913.
Before 2008,the number of surface observation stations in China was small.Thus,the surface observation data were too sparse to effectively support the High-resolution China Meteorological Administration’s Land Assimilation System(HRCLDAS)which ultimately inhibited the output of high-resolution and high-quality gridded products.This paper proposes a statistical downscaling model based on a deep learning algorithm in super-resolution to research the above problem.Specifically,we take temperature as an example.The model is used to downscale the 0.0625°×0.0625°,2-m temperature data from the China Meteorological Administration’s Land Data Assimilation System(CLDAS)to 0.01°×0.01°,named CLDASSD.We performed quality control on the paired data from CLDAS and HRCLDAS,using data from 2018 and 2019.CLDASSD was trained on the data from 31 March 2018 to 28 February 2019,and then tested with the remaining data.Finally,extensive experiments were conducted in the Beijing-Tianjin-Hebei region which features complex and diverse geomorphology.Taking the HRCLDAS product and surface observation data as the"true values"and comparing them with the results of bilinear interpolation,especially in complex terrain such as mountains,the root mean square error(RMSE)of the CLDASSD output can be reduced by approximately 0.1℃,and its structural similarity(SSIM)was approximately 0.2 higher.CLDASSD can estimate detailed textures,in terms of spatial distribution,with greater accuracy than bilinear interpolation and other sub-models and can perform the expected downscaling tasks. 相似文献
914.
选择北京市为研究地区,对2014~2017年AERONET(Aerosol Robotic Network)提供的CE-318太阳光度计440 nm波段反演的气溶胶光学厚度(AOD)进行风速订正,对订正后 AOD 日均数据与同期地面监测站PM2.5日均浓度数据做季节相关性分析并建立回归模型。又引入能见度因子并利用广义差分法构建2015~2017年北京市AOD与PM2.5浓度、能见度的三元回归模型,最后将2014年数据分为污染日和非污染日分别进行模型检验。结果表明:AOD与PM2.5浓度存在显著的线性正相关性,且存在季节性差异,夏季相关性最强、秋季次之、春季和冬季最低。引入能见度因子并消除自相关后,四季的模型相对误差均显著减小,模型拟合优度显著提高。检验结果为四季整体的平均相对误差在21%~31%范围内,与前人的结果相比拟合曲线的准确性得到了明显地提高。且模型对低PM2.5浓度日的模拟效果较好,对于高PM2.5浓度日的模拟效果较差。本研究对构建北京地区PM2.5浓度长期的历史数据具有重要的科学意义。 相似文献
915.
916.
A method to estimate concentrations of surface-level particulate matter using satellite-based aerosol optical thickness 总被引:3,自引:0,他引:3
TAO JinHua ZHANG MeiGen CHEN LiangFu WANG ZiFeng SU Lin GE Cui HAN Xiao ZOU MingMin 《中国科学:地球科学(英文版)》2013,(8):1422-1433
We propose a new method to estimate surface-level particulate matter(PM)concentrations by using satellite-retrieved Aerosol Optical Thickness(AOT).This method considers the distribution and variation of Planetary Boundary Layer(PBL)height and relative humidity(RH)at the regional scale.The method estimates surface-level particulate matter concentrations using the data simulated by an atmospheric boundary layer model RAMS and satellite-retrieved AOT.By incorporation MODIS AOT,PBL height and RH simulated by RAMS,this method is applied to estimate the surface-level PM 2.5 concentrations in North China region.The result is evaluated by using 16 ground-based observations deployed in the research region,and the result shows a good agreement between estimated PM 2.5 concentrations and observations,and the coefficient of determination R2 is 0.61 between the estimated PM 2.5 concentrations and the observations.In addition,surface-level PM 2.5 concentrations are also estimated by using MODIS AOT,ground-based LIDAR observations and RH measurements.A comparison between the two estimated PM 2.5 concentrations shows that the new method proposed in this paper is better than the traditional method.The coefficient of determination R2 is improved from 0.32 to 0.62. 相似文献
917.
918.
本文利用藏北地区三口天然气水合物钻孔测温数据,在分析样品热导率测试结果基础上,计算了藏北地区的热流值.对于样品热导率值,首先根据样品孔隙度对实验室测试结果进行了饱水校正,计算热流时采用的是对应井段的岩石热导率饱水校正值的厚度加权平均值.地温梯度以三口钻孔48 h的测温数据为基础,回归三口井的地温梯度,计算时去除了浅部受地表温度和冻土带对温度影响的数值.A钻孔地温梯度分为200~438 m和438~882 m两段回归,分段热流的加权平均值作为钻孔热流值,计算结果为42.7 mW·m-2; B钻孔和C钻孔回归地温梯度时未分段,热流计算结果分别为58.3 mW·m-2、70 mW·m-2.综合分析认为,岩石圈断裂、地幔上涌、碰撞造山过程中的剪切生热等因素可能造成了班公湖—怒江缝合带以南热流值较高,而北部羌塘地块热流值相对较低. 相似文献
919.
920.
云南马厂箐多金属矿床地质地球化学特征及成矿机制探讨 总被引:1,自引:0,他引:1
云南马厂箐多金属矿床是金沙江-哀牢山构造带上与喜马拉雅期富碱斑岩有关的Cu、Mo、Au 成矿的典型代表之一。矿体(脉)的产出与富碱斑岩体(脉)在空间上共存、时间上相近或稍晚、成因上密切相关, 蚀变和成矿分带明显。岩体内产出斑岩型Mo、Cu 矿化, 以Mo 矿化为主; 岩体与围岩接触带产出接触交代型Cu、Mo、Au、Fe 矿化, 以Cu、Fe 矿化为主, Au 矿化较弱; 而距接触带稍远的围岩地层中则产出Au、Pb、Zn 矿化。流体包裹体研究表明, 从马厂箐矿段→乱硐山矿段→人头箐-金厂箐矿段, 流体包裹体具有相态组合逐渐简单, 温度、盐度逐渐降低, 成矿压力逐渐减小, 成矿深度逐渐变浅的趋势。同位素地球化学研究表明, 马厂箐Cu、Mo、Au 多金属矿属于同一个岩浆和流体成矿系统在不同物理化学条件下的产物, 表现出随流体成矿作用的进行, 矿化由斑岩体内部向接触带和围岩地层推进, 富碱岩浆和地幔流体作用逐渐减弱, 而围岩地层的影响则逐渐增强, 流体性质由幔源向壳幔混合直至壳源为主演化。最后探讨了马厂箐Cu、Mo、Au 多金属矿的成矿机制, 并初步预测该矿床具有较好的深部成矿潜力。 相似文献