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Investigation of Mid-Latitude Mesoscale Convective Systems Cloud and Precipitation Properties and Their Associated Environments through an Integrative Analysis of Radar, Satellite, Reanalysis Data and Machine Learning Techniques

机译：通过雷达，卫星，重新分析数据和机器学习技术的一体化分析研究中纬度Mescle对流系统云和沉淀特性及其相关环境

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作者
Cui, Wenjun.;
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作者单位

The University of Arizona.;

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授予单位 The University of Arizona.;
学科
学位 Ph.D.
年度 2021
页码 237 p.
总页数 237
原文格式 PDF
正文语种 eng
中图分类
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1. A new merged dataset for analyzing clouds, precipitation and atmospheric parameters based on ERA5 reanalysis data and the measurements of the Tropical Rainfall Measuring Mission (TRMM) precipitation radar and visible and infrared scanner [J] . Sun Lilu, Fu Yunfei Earth System Science Data . 2021,第5期

机译：一种新的合并数据集，用于分析基于ERA5再分析数据的云，降水和大气参数以及热带降雨测量任务（TRMM）降水雷达和可见和红外扫描仪的测量
2. A new merged dataset for analyzing clouds, precipitation and atmospheric parameters based on ERA5 reanalysis data and the measurements of the Tropical Rainfall Measuring Mission (TRMM) precipitation radar and visible and infrared scanner [J] . Lilu Sun, Yunfei Fu Earth System Science Data Discussions . 2021,第5期

机译：一种新的合并数据集，用于分析基于ERA5再分析数据的云，降水和大气参数和热带降雨测量任务（TRMM）降水雷达和可见和红外扫描仪的测量
3. Machine Learning-Based Blending of Satellite and Reanalysis Precipitation Datasets: A Multiregional Tropical Complex Terrain Evaluation [J] . Bhuiyan Md Abul Ehsan, Nikolopoulos Efthymios I, Anagnostou Emmanouil N. Journal of hydrometeorology . 2019,第11期

机译：基于机器学习的卫星和再分析降水数据集：多次热带复杂地形评价
4. Validation of Regional Precipitation Indices Dynamically Downscaled from ERA-lnterim Reanalysis Data by a Mesoscale Atmospheric Model [C] . Janel Hanrahan, Chun-Chao Kuo, Thian Yew Gan, Annual conference of the Canadian Society for Civil Engineering . 2012

机译：用中尺度大气模型从ERA中间再分析数据动态缩小尺度的区域降水指数的验证
5. Cloud and Precipitation Microphysical Properties of Warm Season Mesoscale Convective Systems [D] . Tian, Jingjing 2019

机译：温暖季节尺度对流系统的云和降水微神科性质
6. Integrative analysis and machine learning on cancer genomics data using the Cancer Systems Biology Database (CancerSysDB) [O] . Rasmus Krempel, Pranav Kulkarni, Annie Yim, 2018

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7. Statistical Analysis of Ice Microphysical Properties in Tropical Mesoscale Convective Systems Derived from Cloud Radar and In-Situ Microphysical Observations [O] . Emmanuel Fontaine, Alfons Schwarzenboeck, Delphine Leroy, 2019

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8. Analysis and Prediction of Mid-Latitude Mesoscale Convection Precipitation Systems [R] . Carlson, T. N., Fritsch, J. M., Warner, T. T. 1986

机译：中纬度中尺度对流降水系统的分析与预测

Investigation of Mid-Latitude Mesoscale Convective Systems Cloud and Precipitation Properties and Their Associated Environments through an Integrative Analysis of Radar, Satellite, Reanalysis Data and Machine Learning Techniques

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