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Temporal Variations in Sea of Clouds and Their Relation with Meteorological Factors in Yandang Mountains 被引量:1
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作者 Shan Quan Liang Xiaoni 《Meteorological and Environmental Research》 CAS 2016年第2期15-17,共3页
Based on data of meteorological elements in the meteorological station in North Yandang Mountains during 1960- 2013,temporal variations in days of sea of clouds over Yandang Mountains in nearly 50 years and their rela... Based on data of meteorological elements in the meteorological station in North Yandang Mountains during 1960- 2013,temporal variations in days of sea of clouds over Yandang Mountains in nearly 50 years and their relation with air temperature,precipitation,relative humidity and wind speed were analyzed. The results showed that annual average days of sea of clouds over Yandang Mountains were 164. 92 d,and the maximum and minimum were 215 and 58 d,so there was a big difference between various years. The days of sea of clouds were the most in spring,and average days of sea of clouds( average days of sea of clouds with low cloud cover ≥80%) were 50. 89 d( 32. 77 d),while they were the least in autumn. There was an obvious positive correlation between the days of sea of clouds and relative humidity. Precipitation occurred the day before or on the day when sea of clouds with low cloud cover ≥80% formed. On the day when sea of clouds with low cloud cover ≥80% appeared,average relative humidity was ≥80%,and average wind speed was ≤4. 5 m/s. 展开更多
关键词 Yandang Mountains sea of clouds Changing features Meteorological factors China
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HORIZONTAL AND VERTICAL DISTRIBUTIONS OF CLOUD COVER OVER EASTERN CHINA AND THE EAST CHINA SEA 被引量:4
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作者 李昀英 隋兴斌 闫继平 《Journal of Tropical Meteorology》 SCIE 2012年第3期387-392,共6页
Based on data from satellite and surface observations,the horizontal and vertical distributions of clouds over eastern China and the East China Sea are examined.Three maximum centers of cloud cover are clearly visible... Based on data from satellite and surface observations,the horizontal and vertical distributions of clouds over eastern China and the East China Sea are examined.Three maximum centers of cloud cover are clearly visible in the horizontal distribution of total cloud cover.Two of these maxima occur over land.As the clouds mainly originate from the climbing airflows in the southern and eastern slopes of the Tibetan Plateau,they can be classified as dynamic clouds.The third center of cloud cover is over the sea.As the clouds mainly form from the evaporation of the warm Kuroshio Current,they can be categorized as thermodynamic clouds.Although the movement of the cloud centers reflect the seasonal variation of the Asian summer monsoon,cloud fractions of six cloud types that are distinct from the total cloud cover show individual horizontal patterns and seasonal variations.In their vertical distribution,cloud cover over the land and sea exhibits different patterns in winter but similar patterns in summer.In cold seasons,limited by divergent westerlies in the middle troposphere,mid-level clouds prevail over the leeside of the Tibetan Plateau.At the same time,suppressed by strong downdraft of the western Pacific subtropical high,low clouds dominate over the ocean.In warm seasons both continental and marine clouds can penetrate upward into the upper troposphere because they are subject to similar unstable stratification conditions. 展开更多
关键词 cloudS DISTRIBUTION eastern China East China sea
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TRMM-retrieved Cloud Structure and Evolution of MCSs over the Northern South China Sea and Impacts of CAPE and Vertical Wind Shear 被引量:3
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作者 李香淑 郭学良 付丹红 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2013年第1期77-88,共12页
Cloud structure and evolution of Mesoscale Convective Systems (MCSs) retrieved from the Tropical Rainfall Measuring Mission Microwave Imager (TRMM TMI) and Precipitation Radar (PR) were investigated and compared... Cloud structure and evolution of Mesoscale Convective Systems (MCSs) retrieved from the Tropical Rainfall Measuring Mission Microwave Imager (TRMM TMI) and Precipitation Radar (PR) were investigated and compared with some pioneer studies based on soundings and models over the northern South China Sea (SCS). The impacts of Convective Available Potential Energy (CAPE) and environmental vertical wind shear on MCSs were also explored. The main features of MCSs over the SCS were captured well by both TRMM PR and TMI. However, the PR-retrieved surface rainfall in May was less than that in June, and the reverse for TMI. TRMM-retrieved rainfall amounts were generally consistent with those estimated from sounding and models. However, rainfall amounts from sounding-based and PR-based estimates were relatively higher than those retrieved from TRMM-TMI data. The Weather Research and Forecasting (WRF) modeling simulation underestimated the maximum rain rate by 22% compared to that derived from TRMM-PR, and underestimated mean rainfall by 10.4% compared to the TRMM-TMI estimate, and by 12.5% compared to the sounding-based estimate. The warm microphysical processes modeled from both the WRF and the Goddard Cumulus Ensemble (GCE) models were quite close to those based on TMI, but the ice water contents in the models were relatively less compared to that derived from TMI. The CAPE and wind shear induced by the monsoon circulation were found to play critical roles in maintaining and developing the intense convective clouds over SCS. The latent heating rate increased more than twofold during the monsoon period and provided favorable conditions for the upward transportation of energy from the ocean, giving rise to the possibility of inducing large-scale interactions. 展开更多
关键词 TRMM cloud structure and evolution MCSS South China sea
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Effects of clouds, sea surface temperature, and its diurnal variation on precipitation efficiency 被引量:1
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作者 沈新勇 庆涛 李小凡 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第9期456-464,共9页
The effects of clouds, sea surface temperature, and its diurnal variation on precipitation efficiency are investigated us ing grid-scale data from nine equilibrium sensitivity cloud-resolving model experiments driven ... The effects of clouds, sea surface temperature, and its diurnal variation on precipitation efficiency are investigated us ing grid-scale data from nine equilibrium sensitivity cloud-resolving model experiments driven without large-scale vertical velocity. The precipitation efficiencies are respectively defined in surface rainfall, cloud, and rain microphysical budgets. We mathematically and physically demonstrate the relationship between these precipitation efficiencies. The 2 ℃ increases in spatiotemporal invariant sea surface temperature (SST) from 27 ℃ to 29 ℃ and from 29 ℃ to 31 ℃, and the inclusion of diurnal SST difference 1 ℃ and the 1℃ increase in diurnal SST difference generate opposite changes in the precipitation efficiency by changing ice cloud-radiation interactions. The radiative and microphysical processes of ice clouds have opposite effects on the precipitation efficiency because of the rainfall increase associated with the reduction in the saturation mixing ratio caused by the exclusion of radiative effects and the decrease in rainfall related to the reduction in net condensation caused by the exclusion of deposition processes. The radiative effects of water clouds on the precipitation efficiency are statistically insensitive to the radiative effects of ice clouds. 展开更多
关键词 sea surface temperature diurnal variations cloudS precipitation efficiency
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可见光载荷对云海背景下某型隐身飞机探测能力研究
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作者 田浩 蔡盛 +1 位作者 王旌尧 王久龙 《空天预警研究学报》 CSCD 2024年第1期6-10,共5页
为研究可见光探测器对某型隐身飞机探测能力,首先建立可见光波段云-海-大气耦合的多向吸收-散射模型;再通过对飞机蒙皮和尾焰几何截面在不同太阳入射角和卫星观测角度下的反射特性建模分析,计算到达探测器焦平面的目标以及背景的光谱能... 为研究可见光探测器对某型隐身飞机探测能力,首先建立可见光波段云-海-大气耦合的多向吸收-散射模型;再通过对飞机蒙皮和尾焰几何截面在不同太阳入射角和卫星观测角度下的反射特性建模分析,计算到达探测器焦平面的目标以及背景的光谱能量分布,从而得到在给定光照条件下探测器极限信噪比和极限探测距离.最后模拟的仿真成像结果验证了分析模型的正确性和结论的可信度.分析结果表明,以云-海为地物观测背景时,云层的上行反射特性对飞机可探测性的影响最为显著;当太阳入射角小于60°时,飞机蒙皮的表面双向反射率(BRDF)明显高于海平面;太阳入射角大于60°时,云层和海平面对阳光的反射占据主导地位. 展开更多
关键词 隐身飞机 探测能力 云海背景 可见光探测器 表面双向反射率 太阳入射角
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改进海马优化算法的永磁同步电机多参数辨识
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作者 曹永娟 陆壮壮 +1 位作者 蔡骏 贾红云 《仪表技术与传感器》 CSCD 北大核心 2024年第2期79-85,92,共8页
为解决永磁同步电机参数辨识速度慢、精度不足等问题,提出一种融合云模型和混沌变异的海马优化算法。该算法以海马优化算法为基础,引入混沌映射和随机反向学习策略,改善种群初始空间分布;采用自适应云模型,解决算法收敛精度低和减少陷... 为解决永磁同步电机参数辨识速度慢、精度不足等问题,提出一种融合云模型和混沌变异的海马优化算法。该算法以海马优化算法为基础,引入混沌映射和随机反向学习策略,改善种群初始空间分布;采用自适应云模型,解决算法收敛精度低和减少陷入局部最优情况;加入混沌映射和高斯变异调节种群分布,以提高算法全局和局部开发能力。通过采集电机电压、角速度等信息,在永磁同步电机辨识模型中,使用改进后的算法对电机参数进行辨识。由仿真和实验对比,验证改进后算法在永磁同步电机电气和机械参数辨识上,具有更快速、稳定和准确的辨识效果,且辨识误差均在1.4%以内。 展开更多
关键词 永磁同步电机 参数辨识 海马优化算法 自适应云模型 混沌映射 高斯变异
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一次北极地区低云转化为海雾的观测研究
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作者 焦瀚 沈辉 +3 位作者 衣立 张苏平 王晓宇 刘一林 《中国海洋大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第7期12-21,共10页
2016年8月11日,中国第七次北极科学考察在82.75°N,163.25°W附近观测到一次海雾过程。本文利用船载观测数据和浮冰站通量系统观测数据,结合再分析资料,对海雾的形成机理进行研究。结果表明,冷高压系统在冰面的加强,增强了下沉... 2016年8月11日,中国第七次北极科学考察在82.75°N,163.25°W附近观测到一次海雾过程。本文利用船载观测数据和浮冰站通量系统观测数据,结合再分析资料,对海雾的形成机理进行研究。结果表明,冷高压系统在冰面的加强,增强了下沉运动,使逆温层高度明显降低。伴随低云云底高度下降,冰面能见度下降至不足1 km。在低云下降过程中,冰面气象要素表现为增湿和降温的特征。冷平流和冰面的冷却作用导致气温下降,高低压之间的偏南气流将楚科奇海的水汽输送到密集浮冰区,为海雾提供了充足的水汽。冰面的升华和蒸发作用一方面对底层大气水汽增加有贡献,另一方面使冰面失去潜热导致冰面温度下降。 展开更多
关键词 北极 海雾 低云 观测 机理 平流 高压下沉
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北极三维云结构的时空变化:季节变化
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作者 冯时杰 黄菲 +2 位作者 刘一凡 张艺凡 周腾 《极地研究》 CAS CSCD 北大核心 2024年第2期140-156,共17页
本文基于2007-2020年多年气候月平均的CALIPSO云量的三维空间数据,研究了北极云量三维结构的气候态及季节变化特征。结果表明,北极的云量主要分布在大气边界层和对流层中,从边界层向上云量递减;水平空间分布主要表现出显著的海陆差异,... 本文基于2007-2020年多年气候月平均的CALIPSO云量的三维空间数据,研究了北极云量三维结构的气候态及季节变化特征。结果表明,北极的云量主要分布在大气边界层和对流层中,从边界层向上云量递减;水平空间分布主要表现出显著的海陆差异,云量最大值出现在北极大西洋扇区;垂向结构表现出对流层上下同位相变化的正压结构和低空大气边界层与对流层中上层反位相变化的一阶斜压模结构,在边界层中北冰洋海洋上空的云量大于北极陆地上空的云量,而在对流层中上层则正好相反。北极云量主要呈现出单峰型的季节变化特征, 2-3月云量最少, 9月云量最多。北极云量的季节变化主要体现在低空大气边界层云量的两个时空主模态变化中,第一模态主要反映了北极融冰期(5-10月)和结冰期(11月至次年4月)云量的反位相变化,方差贡献为59.35%;第二模态则主要体现了深秋(10-11月)和初夏(6-7月)北极地区海陆差异的反位相变化特征,方差贡献为19.22%。 展开更多
关键词 北极 云量 垂直结构 季节变化 海陆差异
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基于激光雷达点云的钱塘江古海塘建模研究
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作者 邹勋 刘学应 《佳木斯大学学报(自然科学版)》 CAS 2024年第6期83-86,共4页
为了能够保存古海塘数据资料与探究构造,提出基于激光雷达点云的古海塘数字化建模方法。使用三维激光雷达扫描仪快速、非接触地获取古海塘点云,通过三维主成分分析得到其正射点云切片。利用切片点云描绘出平、立面图,根据CAD图纸建立古... 为了能够保存古海塘数据资料与探究构造,提出基于激光雷达点云的古海塘数字化建模方法。使用三维激光雷达扫描仪快速、非接触地获取古海塘点云,通过三维主成分分析得到其正射点云切片。利用切片点云描绘出平、立面图,根据CAD图纸建立古海塘BIM模型,为古海塘遗址的挖掘和保护提供了新思路与方法,也可为今后钱塘江古海塘申报世界文化遗产提供理论参考。 展开更多
关键词 三维激光扫描 点云数据 古海塘 BIM DYNAMO
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GENERAL FEATURES OF POLAR LOWS OVER THE JAPAN SEA AND THE NORTHWESTERN PACIFIC 被引量:1
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作者 傅刚 刘秦玉 吴增茂 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 1999年第4期300-307,289,共9页
This study of the general features of occurrence frequencies, spatial distribution of locations, life time and cloud patterns of polar lows over the Japan Sea and the neighboring Northwestern Pacific in winter of 1995... This study of the general features of occurrence frequencies, spatial distribution of locations, life time and cloud patterns of polar lows over the Japan Sea and the neighboring Northwestern Pacific in winter of 1995/1996 based on observation and satellite data showed that polar lows develop most frequently in mid winter over the Japan Sea (35-45°N ) and the Northwestern Pacific (30-50°N). They rarely form over the Eurasian Continent. Polar lows over the Northwestern Pacific are usually long lived (2-3 days). But polar lows over the Japan Sea are relatively short lived (1-2 days), because the east west width of the Japan Sea is relatively narrow and polar lows tend to decay after their passing over the Japan Islands. Generally speaking, polar lows over the Japan Sea are characterized by tight, spiral (or comma) cloud patterns on satellite images. It was observed that polar lows over the Japan Sea have a typically spiral cloud band with clear “eye” at their mature stage. In winter, because of the effect of the warm Tsushima Current, the annual mean SST of the Japan Sea is 5-9℃ higher than that of the same latitude oceans. The large sea air temperature difference sustained over the Japan Sea provides favorable condition for polar low formation. The general features of polar lows over the Japan Sea are compared with those of other areas where polar lows often occur. 展开更多
关键词 POLAR lows the JAPAN sea satellite data SPIRAL cloud BAND
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Seasonal Analysis of Atmospheric Changes in Hudson Bay during 1998-2018 被引量:2
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作者 Farahnaz Fazel-Rastgar 《American Journal of Climate Change》 2020年第2期100-122,共23页
The main objective of this study is to examine the NARR (North American Regional Reanalysis Model) high-resolution dataset to understand the last two decades dramatic climate changes in Hudson Bay associated with the ... The main objective of this study is to examine the NARR (North American Regional Reanalysis Model) high-resolution dataset to understand the last two decades dramatic climate changes in Hudson Bay associated with the atmospheric keys by synoptically analysis. The anomalies of the near-surface meteorological parameters such as air temperature, humidity, mean sea level pressure, wind vectors along with cloudiness, precipitation, surface albedo and downward longwave radiation at surface in seasonally based changes have been analysed. The increase in low-level thermal structure leads to changing the near-surface humidity, evaporation, cloudiness, precipitation and downward longwave radiation at the surface. Also, winds have been accelerated associated with anticyclonic curvature development. The results show significant atmospheric changes during the last two decades in Hudson Bay with the highest values mostly during winter and fall seasons in the north, east boundaries and James Bay area. Using the statistical analysis for mean low-level temperature, surface albedo, low-level clouds and evaporation at the surface during nearly recent 2 decades (1998-2018) rather than the normal climatology mean (1981-2010) have revealed the meaningful significant difference for mentioned parameters. The statistical analysis results show that during spring there is a significant positive correlation between low clouds anomaly and 2 m air temperature anomaly rather than other seasons. So, the recent atmospheric changes in the study area as a region located in the Arctic and sub-Arctic can contribute to extra-local and global warming. 展开更多
关键词 Climate Change sea Surface Temperature cloudS NARR Model Hudson Bay
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Microphysical Characteristics of Precipitation during Pre-monsoon,Monsoon, and Post-monsoon Periods over the South China Sea 被引量:9
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作者 Qingwei ZENG Yun ZHANG +5 位作者 Hengchi LEI Yanqiong XIE Taichang GAO Lifeng ZHANG Chunming WANG Yanbin HUANG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2019年第10期1103-1120,共18页
Raindrop size distribution (RSD) characteristics over the South China Sea (SCS) are examined with onboard Parsivel disdrometer measurements collected during marine surveys from 2012 to 2016. The observed rainfall is d... Raindrop size distribution (RSD) characteristics over the South China Sea (SCS) are examined with onboard Parsivel disdrometer measurements collected during marine surveys from 2012 to 2016. The observed rainfall is divided into premonsoon, monsoon, and post-monsoon periods based on the different large-scale circumstances. In addition to disdrometer data, sounding observation, FY-2E satellite, SPRINTARS (Spectral Radiation-Transport Model for Aerosol Species), and NCEP reanalysis datasets are used to illustrate the dynamical and microphysical characteristics associated with the rainfall in different periods. Significant variations have been observed in respect of raindrops among the three periods. Intercomparison reveals that small drops (D < 1 mm) are prevalent during pre-monsoon precipitation, whereas medium drops (1?3 mm) are predominant in monsoon precipitation. Overall, the post-monsoon precipitation is characterized by the least concentration of raindrops among the three periods. But, several large raindrops could also occur due to severe convective precipitation events in this period. Classification of the precipitation into stratiform and convective regimes shows that the lg(Nw) value of convective rainfall is the largest (smallest) in the pre-monsoon (post-monsoon) period, whereas the Dm value is the smallest (largest) in the pre-monsoon (post-monsoon) period. An inversion relationship between the coefficient A and the exponential b of the Z?R relationships for precipitation during the three periods is found. Empirical relations between Dm and the radar reflectivity factors at Ku and Ka bands are also derived to improve the rainfall retrieval algorithms over the SCS. Furthermore, the possible causative mechanisms for the significant RSD variability in different periods are also discussed with respect to warm and cold rain processes, raindrop evaporation, convective activities, and other meteorological factors. 展开更多
关键词 PRECIPITATION RAINDROP size distribution South China sea MONSOON period STRATIFORM and convective cloud
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基于CloudSat资料的东海及周边云层垂直分布特征 被引量:2
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作者 安洁 《海洋预报》 北大核心 2018年第5期60-73,共14页
利用2007—2010年CloudSat二级产品中的2B-GEOPROF和2B-GROPROF-Lidar数据,分季节、昼夜统计分析东海海区及其周边的云层频率、云层厚度、云层间隙等云垂直参数的时空分布特征,并利用EOF分解给出了云层出现频率的第一、二模态。结果表明... 利用2007—2010年CloudSat二级产品中的2B-GEOPROF和2B-GROPROF-Lidar数据,分季节、昼夜统计分析东海海区及其周边的云层频率、云层厚度、云层间隙等云垂直参数的时空分布特征,并利用EOF分解给出了云层出现频率的第一、二模态。结果表明:无论任何季节、昼夜,云层的数目与其出现的频率均成反比,即云层数越少出现的频率越高,出现最多的是单层云,年平均出现频率在60%以上;其次是双层云,年平均出现频率在20%~30%之间;出现三层云及以上的情况很少。云层数越多,底层云底高越低,顶层云顶高越高,每层云的厚度越薄,每层云之间云层间隙也越小。云的垂直结构受季节和地域影响较大。单层云频率月异常的第一、二模态分别反映了海陆下垫面不同的影响以及东亚大槽和西太平洋副高的影响,并均具有年变化。双层云第一模态则表现为在东海及其周边的绝大部分范围,春季出现的频率高,秋冬季出现的频率低,并也有年变化;而第二模态则无年变化。 展开更多
关键词 东海海域 cloudSat资料 云层频率 云层厚度 云层间隙 EOF分解
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复杂背景下低轨红外探测器对隐身飞机目标的探测性分析
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作者 田浩 胡海飞 +2 位作者 蔡盛 王久龙 徐伟 《空天预警研究学报》 CSCD 2023年第4期244-251,共8页
以STSSLEO天基红外探测器为例,分析近地轨道红外探测器对国外某隐身飞机目标的探测能力.首先进行了隐身飞机目标的机身气动热分析、发动机喷口及尾焰热分析和辐射分析;然后对海洋-云层-大气的光谱辐射特性及耦合特性进行定量分析,计算... 以STSSLEO天基红外探测器为例,分析近地轨道红外探测器对国外某隐身飞机目标的探测能力.首先进行了隐身飞机目标的机身气动热分析、发动机喷口及尾焰热分析和辐射分析;然后对海洋-云层-大气的光谱辐射特性及耦合特性进行定量分析,计算得到在给定探测场景(经纬度、季节、时段、风速、光照、大气)及探测谱段下的辐射强度分布;最后基于上述分析结果,给出了星下点模式探测能力分析.结果表明,STSSLEODemo红外探测器在星下点观测模式下,在云层遮挡时的最低信噪比19.2~26.1明显高于阈值信噪比6,完全可以透过云海背景探测并识别隐身飞机目标的尾焰辐射信号. 展开更多
关键词 红外探测器 隐身飞机 云海背景 近地轨道 信噪比
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Sea to Air Flux of Dimethyl Sulfide and Its Effect on the Environment
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作者 WU Ping(吴萍) +1 位作者 Yang Guipeng(杨桂朋) 《Marine Science Bulletin》 CAS 2001年第2期38-46,共9页
Reviews on the current studies on the sea to air flux of dimethyl sulfide (DMS) have been made at home and abroad, pointing out that the flux of DMS is influenced by many factors. There is great difference between the... Reviews on the current studies on the sea to air flux of dimethyl sulfide (DMS) have been made at home and abroad, pointing out that the flux of DMS is influenced by many factors. There is great difference between the results coming from different models. Besides, this paper focuses on the oxidation mechanisms of DMS by OH and NO3 radicals after it enters the atmosphere, the oxidation products’ contribution to acid rain and fog and the relationships among the DMS, CCN and climate system. 展开更多
关键词 DIMETHYL sulfide sea-air flux marine atmosphere cloud CONDENSATION NUCLEI
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SENSITIVITY OF PRECIPITATION TO SEA SURFACE TEMPERATURE AND ITS DIURNAL VARIATION:A PARTITIONING ANALYSIS BASED ON SURFACE RAINFALL BUDGET
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作者 周玉淑 李小凡 《Journal of Tropical Meteorology》 SCIE 2012年第3期369-376,共8页
The sensitivity of precipitation to sea surface temperature(SST) and its diurnal variation is investigated through a rainfall partitioning analysis of two-dimensional cloud-resolving model experiments based on surface... The sensitivity of precipitation to sea surface temperature(SST) and its diurnal variation is investigated through a rainfall partitioning analysis of two-dimensional cloud-resolving model experiments based on surface rainfall budget.For all experiments,the model is set up using zero vertical velocity and a constant zonal wind and is integrated over 40 days to reach quasi-equilibrium states.The 10-day equilibrium grid-scale simulation data and a time-invariant SST of 29°C are used in the control experiment.In the sensitivity experiments,time-invariant SSTs are 27°C and 31°C with an average value of 29°C when the minimum and maximum values of diurnal SST differences are 1°C and 2°C,respectively.The results show that the largest contribution to total rainfall is from the rainfall with water vapor convergence and local atmospheric drying and hydrometeor gain/divergence(~30%) in all experiments.When SST increases from 27°C to 29°C,the contribution from water vapor convergence decreases.The increase of SST reduces the contribution of the rainfall with water vapor convergence primarily through the decreased contribution of the rainfall with local atmospheric drying and hydrometeor gain/divergence and the rainfall with local atmospheric moistening and hydrometeor loss/convergence.The inclusion of diurnal variation of SST with the diurnal difference of 1°C decreases the rainfall contribution from water vapor convergence primarily through the decreased contribution of the rainfall with local atmospheric moistening and hydrometeor loss/convergence.The contribution of the rainfall from water vapor convergence is barely changed as the diurnal difference of SST increases from 1°C to 2°C. 展开更多
关键词 precipitation statistics sea surface temperature(SST) diurnal variation equilibrium cloud-resolving model simulation
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基于云特性的多源卫星日间海雾探测技术研究
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作者 王钰 胡晨悦 +3 位作者 丘仲锋 赵冬至 吴到懋 廖廓 《热带海洋学报》 CAS CSCD 北大核心 2023年第6期15-28,共14页
海雾与低云的分离是当前海雾遥感监测的难点,为提高日间海雾监测的准确度和实时性,本文针对2015—2020年在渤海、黄海和东海的11次海雾过程,在分析海雾与低云在云特性、可见光反射率、亮温和亮温差及纹理特征差异的基础上,使用Terra/Aqu... 海雾与低云的分离是当前海雾遥感监测的难点,为提高日间海雾监测的准确度和实时性,本文针对2015—2020年在渤海、黄海和东海的11次海雾过程,在分析海雾与低云在云特性、可见光反射率、亮温和亮温差及纹理特征差异的基础上,使用Terra/Aqua卫星MODIS(moderate resolution imaging spectroradiometer)传感器及S-NPP/NOAA-20卫星VIIRS(visible infrared imaging radiometer suite)传感器的云和反射率产品,建立基于云特性的多源卫星日间海雾探测模型,有效分离了海雾与低云。利用CALIOP(cloud aerosol lidar with orthogonal polarization)后向散射和垂直特征对模型进行精度验证,MODIS(Terra)、MODIS(Aqua)、VIIRS(S-NPP)海雾识别的召回率最高为0.97、0.96、0.89,VIIRS(NOAA-20)与VIIRS(S-NPP)精度相当,与VIIRS(S-NPP)一致性超过0.8的VIIRS(NOAA-20)海雾监测结果达到93.15%,表明本文模型能够有效监测日间海雾;同时,基于本文模型,开展了MODIS与VIIRS数据的一致性研究,结果表明该模型对不同传感器有较强的适用性和稳定性,能够实现多源卫星对同一次海雾过程的协同观测。 展开更多
关键词 海雾 云特性 云底高度 MODIS VIIRS
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基于FY-4A的庐山云海特征及其成因研究
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作者 陈勇 段婧 +2 位作者 王新 郭强 张小鹏 《气象学报》 CAS CSCD 北大核心 2023年第6期973-984,共12页
利用FY-4A卫星等资料分析了2019—2021年的19次庐山白天云海过程(12个传统云海和7个瀑布云过程),研究了庐山云海特征及其形成机制,评估了卫星资料在云海识别中的应用。研究表明:FY-4A可见光云图可基本辨识庐山云海范围及宏观演变特征,... 利用FY-4A卫星等资料分析了2019—2021年的19次庐山白天云海过程(12个传统云海和7个瀑布云过程),研究了庐山云海特征及其形成机制,评估了卫星资料在云海识别中的应用。研究表明:FY-4A可见光云图可基本辨识庐山云海范围及宏观演变特征,但较难刻画出小尺度瀑布云的精细结构;FY-4A的云顶高度L2产品可用于庐山传统云海的识别,但较难识别瀑布云过程。非洋面海岛的庐山也存在云系尾流现象且频率较高(共3次过程),由绕流作用形成的尾流云系呈逗号状分布,做规律性摆动但无连续涡旋;该尾流型云海形成的主要因素是庐山为相对周边孤立的椭圆形山体、冷高压底部的强北风低空急流、山腰逆温层。庐山云海发生时大多受地面高压控制且位于850 hPa的高湿区或边缘区域,该区域的弱下沉运动形成的逆温层和低空充沛的水汽有利于庐山云海形成及维持。 展开更多
关键词 庐山 云海 FY-4A 可见光 尾流
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基于FY-4A和气象条件的梵净山云海识别及特征分析
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作者 李光一 田鹏举 +3 位作者 陈远航 谷晓平 段莹 廖留峰 《西南大学学报(自然科学版)》 CAS CSCD 北大核心 2023年第6期174-181,共8页
探究云海的时间变化特征,能够为当地生态旅游以及经济发展提供科学参考.以梵净山为例,基于FY-4A的云顶高度产品获取了有效的云顶高度数据,并分别按不同的判别规则提取梵净山景区范围内的云海日与金顶周边的可观赏性云海日,分析其季、月... 探究云海的时间变化特征,能够为当地生态旅游以及经济发展提供科学参考.以梵净山为例,基于FY-4A的云顶高度产品获取了有效的云顶高度数据,并分别按不同的判别规则提取梵净山景区范围内的云海日与金顶周边的可观赏性云海日,分析其季、月、时段的变化特征以及与温度和湿度的相关关系,并基于以上结果调取地面视频监测资料开展验证工作.结果表明:①2020年梵净山出现云海的天数总计85 d,月均7 d,其中在金顶周边可观赏到的云海天数为62 d,占云海总日数72.9%,月均5 d;②无论是云海还是可观赏性云海,季节特征为“春秋多,夏冬少”,其中可观赏性云海主要集中在2-4月,凌晨4点至上午8点期间频率最高;③当相对湿度高且平均温度较低时,云海形成的概率较高,当相对湿度过高或者平均温度过低时云海均不易形成.因此,山间冬末春初时节,湿度增加,水汽充足,清晨与傍晚极易形成云海景观,是前往梵净山观赏云海的最佳时期. 展开更多
关键词 FY-4A卫星 云海 云顶高度 气象条件 梵净山
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Himawari-8卫星云下海表温度反演的机器学习方法比较研究
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作者 范冬林 杨鑫 +2 位作者 曾优 何宏昌 付波霖 《遥感信息》 CSCD 北大核心 2023年第5期39-48,共10页
针对Himawari-8卫星因云层覆盖导致云下位置海表温度缺失或者反演精度下降的问题,利用近红外波段瑞利校正后阈值递增方法,建立6种无云-有云混合的遥感-实测样本数据集,评估了3种机器学习算法多层感知机(multi-layer perceptron,MLP)、... 针对Himawari-8卫星因云层覆盖导致云下位置海表温度缺失或者反演精度下降的问题,利用近红外波段瑞利校正后阈值递增方法,建立6种无云-有云混合的遥感-实测样本数据集,评估了3种机器学习算法多层感知机(multi-layer perceptron,MLP)、随机森林回归(random forest regression,RFR)和支持向量回归(support vector regression,SVR)的云下海表温度反演的性能。实验结果表明,当阈值为0.125(无云)时,R^(2)都超过了0.98;当阈值为0.4时,性能指标趋于平稳,MLP、RFR和SVR算法的R^(2)分别为0.80、0.81和0.76。通过阈值递增方式构建的阈值模型对无云区域的海表温度影响较小,能够确保无云区域的反演精度。随着阈值的递增,模型对有云区域出现不同程度的低估和反演精度的下降,但在无云区域的制图效果与葵花卫星海表温度产品一致性较高。该方法可以显著提高海表温度反演结果的空间覆盖率,使得研究区空间覆盖率从75%提高到99%。 展开更多
关键词 卫星遥感 海表温度 云下海表温度 机器学习 Himawari-8卫星 瑞利校正
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