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Inversion and III-Posed Problem Solutions in Atmospheric Remote Sensing 被引量:5
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作者 黄思训 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1996年第4期489-504,共16页
With the swift advances in earth observation,satellite remote sensing and application of atmospheric radiation theory have been developed in the past decades,atmospheric sensing inversion with its algorithms is gettin... With the swift advances in earth observation,satellite remote sensing and application of atmospheric radiation theory have been developed in the past decades,atmospheric sensing inversion with its algorithms is getting more and more importance.It is known that since a remote sensing equation falls into an integral equation of the first kind,thus leading to the fact that it is ill-posed and particularly the solution is unsteady,tremendous difficulties arise from the retrieval.This paper will present a simple review on the inversion techniques with some necessary remarks,before introducing the successful efforts with respect to such equations and the encouraging solutions achieved in recent decades by researchers of the world. 展开更多
关键词 inversion of atmospheric parameters Integral equation of the first kind Arcangeli criterion Tikhonov regularization. Solution of ill-posed problems
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Application of Automatic Diagnostic Analysis on Atmospheric Horizontal Inversion Area and Freezing Rain Falling Area
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作者 马晓刚 曲晓波 +1 位作者 李月安 李辑 《Meteorological and Environmental Research》 CAS 2010年第2期42-47,共6页
The automatic diagnostic analysis on atmospheric horizontal inversion area is realized through changing the single atmospheric inversion into horizontal one based on the sounding data in Micaps system;the basic concep... The automatic diagnostic analysis on atmospheric horizontal inversion area is realized through changing the single atmospheric inversion into horizontal one based on the sounding data in Micaps system;the basic conceptual model INCLUDING atmospheric horizontal inversion area,ground 0 ℃ line,high altitude wet area,extreme point 0 ℃ line in inversion layer is buillt after the research on relationship between atmospheric horizontal inversion area and freezing rain falling area;automatic diagnostic analysis on freezing rain falling area is developed based on the conceptual model,the method is in accord well with the actual situation (freezing rain disaster weather occurred in most part of the south in beginning of 2008) and fitting rate reaches 94.4%,quantitative correlation coefficient between the area of freezing rain falling area and stations reporting freezing rain is 0.839. 展开更多
关键词 atmospheric horizontal inversion area Freezing rain falling area Automatic diagnostic analysis China
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Hybrid inversion method for equivalent electric charge of thunder cloud based on multi-station atmospheric electric field 被引量:3
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作者 XING Hongyan ZHANG Qiang +1 位作者 JI Xinyuan XU wei 《Instrumentation》 2015年第3期3-11,共9页
This article proposes the hybrid method to inverse the equivalent electric charge of thunder cloud based on the data of multi-station atmospheric electric field. Firstly,the method combines the genetic algorithm( GA) ... This article proposes the hybrid method to inverse the equivalent electric charge of thunder cloud based on the data of multi-station atmospheric electric field. Firstly,the method combines the genetic algorithm( GA) and New ton method through the mosaic hybrid structure. In addition,the thunder cloud equivalent charge is inversed based on the forw ard modeling results by giving the parameters of the thunder cloud charge structure. Then an ideal model is built to examine the performance compared to the nonlinear least squares method. Finally,a typical thunderstorms process in Nanjing is analyzed by Genetic-New ton algorithm with the help of weather radar. The results show the proposed method has the strong global searching capability so that the problem of initial value selection can be solved effectively,as well as gets the better inversion results. Furthermore,the mosaic hybrid structure can absorb the advantages of tw o algorithms better,and the inversion position is consistent with the strongest radar echo.The inversion results find the upper negative charge is small and can be ignored,w hich means the triple-polarity charge structure is relatively scientific,w hich could give some references to the research like lightning forecasting,location tracking. 展开更多
关键词 inversion of thunder cloud equivalent charge atmospheric electric field genetic algorithm new ton method
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Analysis of Low-Altitude Inversion Characteristics of Coal-Fired Power Projects Based on Tethered Balloon Observation
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作者 Xuejiao Gao Yue Bai +1 位作者 Hongwei Tian Fei Ju 《Journal of Geoscience and Environment Protection》 2019年第11期244-252,共9页
Atmospheric inversion phenomenon directly affects the vertical movement of air, which causes the cooling heat of the cooling tower in the power plant to be blocked. Therefore, it is necessary to analyze the atmospheri... Atmospheric inversion phenomenon directly affects the vertical movement of air, which causes the cooling heat of the cooling tower in the power plant to be blocked. Therefore, it is necessary to analyze the atmospheric inversion characteristics of the research project during the design of the air cooling system. Using the low-altitude observing system of the tethered balloon, the on-site observation of the temperature below 300 m in summer is carried out for a coal-fired power integration project in Yulin, Shaanxi, China. Observations were made at 10 fixed times per day, with a cumulative observation of 46 days and 247 effective detections. The data were quality-controlled, and then linearly interpolated. According to the requirements of the project designer, the temperature data of 20, 50, 100, 150, 200, 250, 300 m was used for low-temperature inversion analysis. The research shows that the grounding inversion and low-altitude inversion can be observed at the same time. In the time and space changes, the grounding inversion temperature and intensity are significantly higher than the low-altitude inversion. The maximum inversion of grounding inversion and low-altitude inversion is 2.3?C/hm, 1.0?C/hm. Grounding inversion temperature occurs every time, the frequency is the highest at 20 o’clock, the average intensity is maximum at 17 o’clock, and the average height, maximum intensity and maximum height are maximum at 7 o’clock. When the low-altitude inversion temperature is 18 o’clock, other times can occur, and the frequency is the highest at 15 o’clock, but the inversion layer is shallow, the bottom is high and the intensity is small. Grounding inversion and low-altitude inversion can occur in all levels, and as the height increases, the grounding inversion decreases and the low-temperature inversion increases. The design of the project air cooling tower needs to fully consider the impact caused by the inverse temperature below 300 m. 展开更多
关键词 low-altitude Detection inversE Temperature Air COOLING TOWER Design
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Analysis of Low-level Temperature Inversions and Their Effects on Aerosols in the Lower Atmosphere 被引量:2
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作者 Jun LI Hongbin CHEN +4 位作者 Zhanqing LI Pucai WANG Xuehua FAN Wenying HE Jinqiang ZHANG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2019年第11期1235-1250,共16页
High-quality and continuous radiosonde, aerosol and surface meteorology datasets are used to investigate the statistical characteristics of meteorological parameters and their effects on aerosols. The data were collec... High-quality and continuous radiosonde, aerosol and surface meteorology datasets are used to investigate the statistical characteristics of meteorological parameters and their effects on aerosols. The data were collected at the Atmospheric Radiation Measurement Southern Great Plains climate research facility during 2000–15. The parameters and vertical distribution of temperature inversion layers were found to have strong diurnal and seasonal changes. For surface-based temperature inversion (SBI), the mean frequency and depth of temperature inversion layers were 39.4% and 198 m, respectively. The temperature difference between the top and bottom of SBI was 4.8℃, and so the temperature gradient was 2.4℃(100 m)^-1. The detailed vertical distributions of temperature inversion had been determined, and only the temperature inversion layers below 1000 m showed diurnal and seasonal variations. Mean surface aerosol number concentrations increased by 43.0%, 21.9% and 49.2% when SBIs were present at 0530, 1730 and 2330 LST, respectively. The effect of SBI on surface aerosol concentration was weakest in summer (18.1%) and strongest in winter (58.4%). During elevated temperature inversion events, there was no noticeable difference in surface aerosol number concentrations. Temperature differences and temperature gradients across SBIs correlated fairly well with aerosol number concentrations, especially for temperature gradients. The vertical distribution of aerosol optical properties with and without temperature inversions was different. Surface aerosol measurements were representative of the air within (below), but not above, SBIs and EIs. These results provide a basis for developing a boundary layer aerosol accumulation model and for improving radiative transfer models in the lower atmosphere. 展开更多
关键词 temperature inversion AEROSOL LOWER atmospherE VERTICAL distribution
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Site-testing at Muztagh-ata site Ⅲ:temperature inversion in surface-layer atmosphere 被引量:2
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作者 Jing Xu Ali Esamdin +17 位作者 Guo-Jie Feng Guang-Xin Pu Yi Hu Ke-Liang Hu Xu Yang Jin-Xin Hao Yan-Jie Xue Xu Zhou Shu-Guo Ma Abudusaimaitijiang Yisikandee Le-Tian Wang Xuan Zhang Chun-Hai Bai Peng Wei Liang Ming Lu Ma Jin-Zhong Liu Yun-Ying Jiang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2020年第6期185-192,共8页
In this article,we present detailed seasonal,monthly and daily statistics of temperature difference in the surface layer at the Muztagh-ata site based on the temperature measurements at two heights of 2 m and6 m.We fi... In this article,we present detailed seasonal,monthly and daily statistics of temperature difference in the surface layer at the Muztagh-ata site based on the temperature measurements at two heights of 2 m and6 m.We find that temperature inversion occurs frequently at our site during nighttime,especially during the cold season.Strong temperature inversion always represents stable atmospheric turbulence,which is crucial for an optical observatory.By analyzing the behavior of temperature inversion and its correlation with wind and cloud amount,one conclusion can be made that radiation inversion is the main reason for the existence of temperature inversion in the surface-layer at the Muztagh-ata site. 展开更多
关键词 SITE TESTING atmospheric turbulence temperature inversion
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A STUDY ON LOW-LEVEL ATMOSPHERIC STRUCTURE ON THE SEASIDE BORDERS TO THE WEST OF HAIKOU
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作者 吴兑 《Journal of Tropical Meteorology》 SCIE 1995年第1期75-86,共12页
In this paper, the observed data of low-level wind and temperature collected from western outskirts of Haikou city, Hainan Island, are analysed. Mean boundary layer structure, generation and development of ground-lev... In this paper, the observed data of low-level wind and temperature collected from western outskirts of Haikou city, Hainan Island, are analysed. Mean boundary layer structure, generation and development of ground-level inversion and inner boundary layer on the coastal area of interest, which is in China,s northern tropical area, are analysed. It is found that an inner thermal boundary layer can be produced under intense insolation in both dry and rainy seasons, and the mixing layer on the coast is remarkably deeper than that of inland. 展开更多
关键词 COASTAL area low-level atmospheric STRUCTURE inversion superadiabatic LAYER
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Impacts of oasis on the atmospheric hydrological cycle over the nearby desert
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作者 Qiang Zhang Yuhe Nan Sheng Wang 《Natural Science》 2010年第7期681-687,共7页
Using the data of “A field experiment on landatmosphere interaction over arid region in Northwest China” carried out in Dunhuang of Gansu Province from May to June 2000;Characteristics of the atmospheric humidity ov... Using the data of “A field experiment on landatmosphere interaction over arid region in Northwest China” carried out in Dunhuang of Gansu Province from May to June 2000;Characteristics of the atmospheric humidity over desert and Gobi near oasis in the Northwest China Arid Region are analyzed. According to the difference of the characteristics in different wind directions, the impacts of oasis on atmospheric hydrological cycle over desert and Gobi near it are revealed. The relation of atmosphere inverse humidity and negative water vapor flux to wind direction and atmospheric stability is studied. It shows that distribution of the atmosphere inverse humidity is inconsistent with that of the negative water vapor flux;sometimes 1-hour-average value demonstrates the characteristic of counter-gradient transfer. And the diurnal variation of distribution of the counter-gradient transfer and the effect of atmospheric stability on the counter-gradient transfer are also given. 展开更多
关键词 DESERT or GOBI Hydrologic Cycle atmospheric inverse Humidity Negative Water Vapor Flux Counter-Gradient Transfer
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Characteristics of Hydrologic Transfer between Soil and Atmosphere over Gobi near Oasis at the End of Summer 被引量:7
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作者 张强 宋连春 +3 位作者 黄荣辉 卫国安 王胜 田辉 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2003年第3期442-452,共11页
By utilizing the data observed at Dunhuang during August and September 2000 in the 'Field Experiment on Interaction between Land and Atmosphere in the Arid Region of Northwest China (FEILARNC)', the characteri... By utilizing the data observed at Dunhuang during August and September 2000 in the 'Field Experiment on Interaction between Land and Atmosphere in the Arid Region of Northwest China (FEILARNC)', the characteristics of the soil moisture, temperature, and atmospheric humidity are analyzed. It is found that the thickness of the soil temperature active layer is about 5 cm and much thinner than is typical, that not only the atmospheric humidity gradient is often inverted but also the soil moisture gradient in the shallow layer in the Gobi near oasis, that the diurnal variation of soil moisture can be divided into the four stages that are called the wet stage, the losing-water stage, the dry stage, and the attaining-water stage. It is shown that in soil moisture profiles, the depth of the soil moisture active layer is about 10 cm and soil moisture inversion is the main feature in the shallow layer during the wet stage. Such a feature as soil moisture inversion indicates that soil in the shallow layer can inhale moisture from the air through condensation in the nighttime and exhale moisture to the air through evaporation in the daytime. The condensation and evaporation constitute together the full respiration process of moisture on the ground. The formation of soil moisture inversion is related with the state of soil temperature and moisture, the intensity of atmospheric humidity inversion, and the atmospheric thermodynamic stability. 展开更多
关键词 GOBI soil active layer atmosphere specific humidity inversion soil moisture inversion RESPIRATION
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Close up observation and inversion of low-altitude ENA emissions during a substorm event 被引量:1
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作者 Li LU Susan MCKENNA-LAWLOR Jan BALAZ 《Science China Earth Sciences》 SCIE EI CAS CSCD 2019年第6期1024-1032,共9页
During a series of substorm events on November 12 2004, the Neutral Atom Detector Unit(NUADU) flying onboard the TC-2 spacecraft observed, close to perigee, bright low-altitude Energetic Neutral Atom(ENA) emissions fr... During a series of substorm events on November 12 2004, the Neutral Atom Detector Unit(NUADU) flying onboard the TC-2 spacecraft observed, close to perigee, bright low-altitude Energetic Neutral Atom(ENA) emissions from both north and south poles. Through utilizing high temporal and spatial resolution data inversion techniques we present here a global view the associated processes of energetic ion deposition and injection at the uniquely high temporal resolution of a few minutes. It is demonstrated that the ENA emissions observed came mainly from the, low-altitude, high magnetic latitude polar region. Since precipitating ions follow magnetic field lines and have more chance to produce ENA emissions through charge exchange there.Therefore, the employment of a low-orbit satellite to record at high temporal and spatial resolution ENA image data is inferred to be the best way to monitor those dynamic ring current variations that occur during geomagnetic activity. 展开更多
关键词 low-altitude ENA EMISSIONS ENA image inversion Pitch angle distribution ION injection ION deposition
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Constraint of satellite CO_(2)retrieval on the global carbon cycle from a Chinese atmospheric inversion system 被引量:1
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作者 Zhe JIN Tao WANG +3 位作者 Hongqin ZHANG Yilong WANG Jinzhi DING Xiangjun TIAN 《Science China Earth Sciences》 SCIE EI CAS CSCD 2023年第3期609-618,共10页
Satellite carbon dioxide(CO_(2))retrievals provide important constraints on surface carbon fluxes in regions that are undersampled by global in situ networks.In this study,we developed an atmospheric inversion system ... Satellite carbon dioxide(CO_(2))retrievals provide important constraints on surface carbon fluxes in regions that are undersampled by global in situ networks.In this study,we developed an atmospheric inversion system to infer CO_(2)sources and sinks from Orbiting Carbon Observatory-2(OCO-2)column CO_(2)retrievals during 2015–2019,and compared our estimates to five other state-of-the-art inversions.By assimilating satellite CO_(2)retrievals in the inversion,the global net terrestrial carbon sink(net biome productivity,NBP)was found to be 1.03±0.39 petagrams of carbon per year(Pg C yr^(-1));this estimate is lower than the sink estimate of 1.46–2.52 Pg C yr^(-1),obtained using surface-based inversions.We estimated a weak northern uptake of 1.30 Pg C yr-1and weak tropical release of-0.26 Pg C yr^(-1),consistent with previous reports.By contrast,the other inversions showed a strong northern uptake(1.44–2.78 Pg C yr-1),but diverging tropical carbon fluxes,from a sink of 0.77 Pg C yr^(-1) to a source of-1.26 Pg C yr^(-1).During the 2015–2016 El Ni?o event,the tropical land biosphere was mainly responsible for a higher global CO_(2)growth rate.Anomalously high carbon uptake in the northern extratropics,consistent with concurrent extreme Northern Hemisphere greening,partially offset the tropical carbon losses.This anomalously high carbon uptake was not always found in surface-based inversions,resulting in a larger global carbon release in the other inversions.Thus,our satellite constraint refines the current understanding of flux partitioning between northern and tropical terrestrial regions,and suggests that the northern extratropics acted as anomalous high CO_(2)sinks in response to the 2015–2016 El Nino event. 展开更多
关键词 Carbon cycle atmospheric inversion Net biome productivity(NBP) El Nino
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结合自下而上和自上而下方法的中国陆地碳汇估算
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作者 张志枨 王训梅 +4 位作者 王军 阎然 才其骧 何维 居为民 《气候与环境研究》 CSCD 北大核心 2024年第3期229-242,共14页
利用自下而上的生态系统过程模型BEPS和VEGAS以及自上而下的OCO-2 v10 MIP中多个大气反演优化结果,评估了中国2015~2019年碳汇规模及其空间分布,并结合中国四大地理分区边界和土地利用数据,进一步梳理了中国四大分区以及森林、草地、灌... 利用自下而上的生态系统过程模型BEPS和VEGAS以及自上而下的OCO-2 v10 MIP中多个大气反演优化结果,评估了中国2015~2019年碳汇规模及其空间分布,并结合中国四大地理分区边界和土地利用数据,进一步梳理了中国四大分区以及森林、草地、灌丛和农田4种主要生态系统的碳汇强度。总体上,2015~2019年期间,中国陆地碳汇呈现出东南高西北低的空间分布格局,BEPS、VEGAS和OCO-2 v10 MIP模型中估算的年均碳汇分别为0.38±0.04 Pg(C)a^(-1)、0.22±0.03 Pg(C)a^(-1)和0.54±0.05 Pg(C)a^(-1),这表明自上而下和自下而上的估计之间存在一定的差异。在夏季(6~8月),中国陆地生态系统对CO_(2)的吸收最强。在区域碳汇统计上,BEPS和OCO-2 v10 MIP的集合平均结果一致显示中国南方地区碳汇规模最大,而VEGAS表明中国北方地区碳汇较强。另外,BEPS和OCO-2 v10 MIP的集合平均结果表明,森林生态系统碳汇最强,强度分别为0.21±0.02 Pg(C)a^(-1)(47.2%)和0.26±0.02 Pg(C)a^(-1)(46.0%)。VEGAS则显示森林生态系统碳汇为0.06±0.04 Pg(C)a^(-1)(23.9%),略低于农田生态系统。总体而言,森林生态系统是中国显著的碳汇区域,但不同方法欲得到一致的碳汇分布和强度仍任重道远。 展开更多
关键词 中国碳汇 陆地生态系统 生态系统模型 大气反演
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基于改进麻雀搜索的雷暴云电荷反演方法
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作者 行鸿彦 郑锦程 +1 位作者 徐伟 王心怡 《电子测量与仪器学报》 CSCD 北大核心 2024年第8期79-86,共8页
为解决雷暴云电荷反演方法精度较差、现有电荷反演模型受多站组网观测造成的环境误差影响等问题。在假设雷暴云层等厚模型的基础上,推导雷暴云电荷反演所需非线性方程组,建立基于三维大气电场的雷暴云电荷反演模型,通过正弦混沌映射函... 为解决雷暴云电荷反演方法精度较差、现有电荷反演模型受多站组网观测造成的环境误差影响等问题。在假设雷暴云层等厚模型的基础上,推导雷暴云电荷反演所需非线性方程组,建立基于三维大气电场的雷暴云电荷反演模型,通过正弦混沌映射函数优化麻雀搜索算法(SSA)种群初始化方式,提高种群分布的非线性,使用莱维飞行(Levy)函数和反向学习策略优化算法发现者的位置更新方式,提出一种基于改进麻雀搜索算法(ISSA)的雷暴云电荷反演方法。利用三维大气电场仪对地面电场数据进行观测并分析电场特征,使用混合策略改进的SSA算法反演雷暴云充电模型参数。实验结果表明,使用三维大气电场仪观测所得数据进行反演,能够有效消除多站组网观测造成的误差,对比SSA,改进后的ISSA算法反演所得雷暴云两秒相邻电荷量的偏差率均在1%左右,适应度值最低达到5.38,能较为精确的反演雷暴云电荷参数,为研究其充放电过程提供一定参考。 展开更多
关键词 三维大气电场 雷暴云电荷 麻雀搜索算法 电荷反演模型 混合策略改进
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太平洋上空“射线状”云的观测分析
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作者 王忠石 傅刚 孙维康 《中国海洋大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第5期10-22,共13页
本文研究太平洋上“射线状”云——一种尚未纳入现行云分类体系的云的基本特征及分布规律。利用中分辨率成像光谱仪(MODIS)可见光卫星云图、NOAA-20和Suomi NPP可见光和红外卫星云图,对2017—2021年发生在太平洋上空257个“射线状”云... 本文研究太平洋上“射线状”云——一种尚未纳入现行云分类体系的云的基本特征及分布规律。利用中分辨率成像光谱仪(MODIS)可见光卫星云图、NOAA-20和Suomi NPP可见光和红外卫星云图,对2017—2021年发生在太平洋上空257个“射线状”云个例进行了统计分析。结果表明,“射线状”云呈近似圆形或椭圆形,有明显的云系中心和清晰的带状径向云臂由中心向四周延伸,多数个例发生在中低纬度的东南太平洋和东北太平洋上空,全年除4月份外各月份均有“射线状”云发生,高频月份为6、7和8月,中频月份为5、9、10和11月,低频月份为1、2、3、4和12月。部分“射线状”云个例的云系有旋转态势,北半球呈逆时针旋转,南半球呈顺时针旋转。“射线状”云云顶之上有逆温层存在,“射线状”云内部的运动特征为:云系低层以水平运动为主,低层辐合;云系中层以上升运动为主,水平方向辐合辐散较弱;云系顶层受稳定逆温层的阻碍无法继续向上发展,垂直气压速度(p-速度)近乎消失,转化为水平方向上的强辐散。本文的研究结果可为进一步研究“射线状”云形成的物理机制打下基础。 展开更多
关键词 “射线状”云 带状云臂 太平洋 统计分析 大气逆温层
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喜马拉雅东构造结地壳形变及断层运动特征
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作者 陈静 杨莹辉 +2 位作者 廖诗森 赵凌园 曾陈浩 《大地测量与地球动力学》 CSCD 北大核心 2024年第11期1105-1111,共7页
利用SBAS-InSAR技术提取喜马拉雅东构造结高精度地壳形变速率场,提出一种利用外部GACOS大气数据并基于干涉相位来抑制与地形相关的大气垂直分层延迟相位的方法,发展了一种顾及块体运动的残余轨道趋势相位校正方法。采用弹性回跳理论和... 利用SBAS-InSAR技术提取喜马拉雅东构造结高精度地壳形变速率场,提出一种利用外部GACOS大气数据并基于干涉相位来抑制与地形相关的大气垂直分层延迟相位的方法,发展了一种顾及块体运动的残余轨道趋势相位校正方法。采用弹性回跳理论和负位错模型反演东构造结断层闭锁深度及蠕滑速率。InSAR形变结果表明,东构造结LOS向形变速率为-10~15mm/a。东久-米林断裂西南段两侧存在明显差异性运动,沿断层走向的差异性运动逐渐减弱并趋于稳定;嘉黎断裂跨断层构造活动不强烈。断层运动模型反演结果表明,东久-米林断裂西南段闭锁程度较小,闭锁深度以下的蠕滑速率为7~16mm/a,靠近东构造结顶端,断层闭锁程度逐渐增大,蠕滑速率逐渐减小至2mm/a;嘉黎断裂闭锁深度为4~25km,蠕滑速率为1~4mm/a,整条断裂均处于深度闭锁状态。 展开更多
关键词 喜马拉雅东构造结 大气校正 残余轨道校正 SBAS-InSAR 断层运动反演
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基于FLEXPART模型的复杂地形大气扩散能力研究——以山西省孝义市和古县为例 被引量:1
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作者 岳江 马丽 +3 位作者 师莉红 王志伟 李雁宇 王小兰 《河南科学》 2024年第2期272-280,共9页
基于2012—2021年地面气象观测资料,采用无人机观测气温廓线,计算分别位于开阔盆地和狭长山谷地形的山西省孝义市和古县大气混合层厚度、大气自净能力指数、逆温层厚度;利用FLEXPART模型模拟两地不同时期(清洁期、重污染期)大气中颗粒... 基于2012—2021年地面气象观测资料,采用无人机观测气温廓线,计算分别位于开阔盆地和狭长山谷地形的山西省孝义市和古县大气混合层厚度、大气自净能力指数、逆温层厚度;利用FLEXPART模型模拟两地不同时期(清洁期、重污染期)大气中颗粒物传输路径及高度.结果表明:孝义市和古县大气自净能力指数分别为13.4和6.2,大气自净能力等级分别为二级和四级,春季大气自净能力最强,冬季最弱.冬季古县逆温强度大于孝义市,不利于大气污染物的扩散.清洁时期,两地污染物均沿西北方向传输,孝义市大气中粒子传输高度较高,传输距离更远;重污染期,两地空气中粒子传输高度均偏低,传输距离受地形影响,易造成当地大气污染.因此,开阔盆地相较于狭长山谷地区,大气污染物更易清除;开阔盆地大气污染物传输高度高于狭长山谷地区,且传输距离也更远. 展开更多
关键词 FLEXPART模型 复杂地形 大气扩散能力 大气自净能力 逆温
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基于数字高程模型的民航甚高频地空通信信号覆盖仿真 被引量:1
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作者 徐亚军 吴红洪 +1 位作者 曾葆鸿 方鹏越 《科学技术与工程》 北大核心 2024年第1期95-103,共9页
为解决起伏地形下民航甚高频(very high frequency,VHF)地空通信信号覆盖范围计算精度低、冗余度大、数字高程模型(digital elevation model,DEM)数据获取缺乏自动性及信号覆盖图可视性差等问题,采用最大遮蔽角截止法等进行仿真研究。首... 为解决起伏地形下民航甚高频(very high frequency,VHF)地空通信信号覆盖范围计算精度低、冗余度大、数字高程模型(digital elevation model,DEM)数据获取缺乏自动性及信号覆盖图可视性差等问题,采用最大遮蔽角截止法等进行仿真研究。首先,考虑计算覆盖范围存在误差,提出利用反距离加权(inverse distance weight,IDW)插值法提高地形辨识度并在计算覆盖范围时考虑大气损耗;其次,为解决DEM数据获取缺乏自动性,利用MATLAB编码自动提取;再次,考虑遮蔽角计算存在冗余,采用“最大遮蔽角截止法”降低计算量;最后,为使覆盖范围直观可视,绘制二维及三维的覆盖显示图。结果表明,这些方法使遮蔽角计算量相较改进前降低了约64.60%,信号覆盖精度相较改进前提高了约3.315%。改进的覆盖仿真程序可以为VHF地面通信台站选址及飞行航线规划提供有效支撑。 展开更多
关键词 甚高频通信 数字高程模型 反距离加权插值法 遮蔽角 大气损耗 覆盖率
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基于岭回归的近岸海域叶绿素a浓度反演模型
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作者 李磊 张红梅 +1 位作者 熊志玲 包云 《江西水利科技》 2024年第4期235-241,共7页
本文利用SeaDAS软件的三种标准业务化叶绿素a浓度反演算法OC2、OC3和OC4进行了黄海和东海的叶绿素a浓度反演,并利用2003年的黄海和东海实测叶绿素a浓度数据进行验证,发现OC3和OC4算法反演结果明显偏大,OC2算法反演结果略微偏大。针对上... 本文利用SeaDAS软件的三种标准业务化叶绿素a浓度反演算法OC2、OC3和OC4进行了黄海和东海的叶绿素a浓度反演,并利用2003年的黄海和东海实测叶绿素a浓度数据进行验证,发现OC3和OC4算法反演结果明显偏大,OC2算法反演结果略微偏大。针对上述三种算法的不足,本文提出了一种基于岭回归的叶绿素a浓度反演模型,并利用2003年的MODIS遥感数据进行了黄海和东海的叶绿素a浓度反演,经与实测数据对比及F检验(F=25.893,p=0.000<0.05),模型预测值与实测表层叶绿素a浓度值之间的平均绝对百分比误差(MAPE)为21.8%,均方根误差(RMSE)为0.325mg/m^(3)和决定系数(R^(2))为0.847。该模型可有效地克服OC2、OC3和OC4算法存在的共线性问题,准确性和拟合度优势明显。因此,基于岭回归的叶绿素a浓度反演模型能够有效地反演近海的叶绿素a浓度。 展开更多
关键词 SeaDAS大气校正 叶绿素a反演算法 岭回归 黄海和东海
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多目标遗传算法反演对流层大气温湿廓线研究
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作者 李志乾 王波 +2 位作者 胡桐 仇志金 邹靖 《自动化仪表》 CAS 2024年第2期84-90,共7页
针对地基微波辐射计反演对流层大气温湿廓线完全依赖于历史数据的问题,设计了一种新的反演算法和流程。在对历史探空数据的统计分析基础上,得到各层大气温湿参数经验范围。从经验库中随机构造一条大气温湿廓线作为初值,基于大气微波辐... 针对地基微波辐射计反演对流层大气温湿廓线完全依赖于历史数据的问题,设计了一种新的反演算法和流程。在对历史探空数据的统计分析基础上,得到各层大气温湿参数经验范围。从经验库中随机构造一条大气温湿廓线作为初值,基于大气微波辐射传输模式MonoRTM模型,计算模拟亮温。比较计算值与实测亮温的接近程度,通过更新初值,不断迭代计算,逐步筛选出可行解,并通过设定大气温湿垂直递减率等约束条件,从可行解中约束出帕累托前沿。采用皮尔逊系数加权平均的方法,从帕累托前沿中得到全局满意解。研究结果表明,新建立的基于多目标遗传算法的不完全依赖于历史数据的对流层大气温湿廓线反演模型,有较好的自适应能力和鲁棒性,反演精度高。该模型可以满足微波辐射计在历史气象资料积累匮乏地区的使用需求。 展开更多
关键词 微波辐射计 大气温湿廓线 多目标遗传算法 约束条件 反演模型
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大气GPS掩星观测反演方法 被引量:51
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作者 胡雄 曾桢 +2 位作者 张训械 张冬娅 肖存英 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2005年第4期768-774,共7页
大气GPS掩星观测可获得全球的大气气象参量剖面信息.本文阐述了地球大气GPS掩星观测反演原理,详细介绍了其几何光学近似反演方法和全谱反演方法,提出了将几何光学反演方法和全谱反演方法结合以形成可以处理多路径掩星数据的反演新方案.... 大气GPS掩星观测可获得全球的大气气象参量剖面信息.本文阐述了地球大气GPS掩星观测反演原理,详细介绍了其几何光学近似反演方法和全谱反演方法,提出了将几何光学反演方法和全谱反演方法结合以形成可以处理多路径掩星数据的反演新方案.该方案和几何光学反演方法应用于GPSMET和CHAMP大气掩星数据反演,成功地获得了大气参量剖面.结果表明,新反演方案是可行的、有效的GPS大气掩星反演方案. 展开更多
关键词 GPS掩星观测 大气 几何光学反演方法 全谱反演方法 组合反演方法
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