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VALIDATION: 作品数：999被引量：2161H指数：20; 导出分析报告; 相关领域：医药卫生更多>>; 相关作者：刘慧芹李强苏伟聂宜民张建国更多>>; 相关机构：北京大学中山大学中国科学院中国科学院大气物理研究所更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划国家高技术研究发展计划中国博士后科学基金更多>>

How Do Deep Learning Forecasting Models Perform for Surface Variables in the South China Sea Compared to Operational Oceanography Forecasting Systems?: 《Advances in Atmospheric Sciences》2025年第1期178-189,共12页Ziqing ZU Jiangjiang XIA Xueming ZHU Marie DREVILLON Huier MO Xiao LOU Qian ZHOU Yunfei ZHANG Qing YANG; supported by the National Natural Science Foundation of China(Grant Nos.42375062 and 42275158);the National Key Scientific and Technological Infrastructure project“Earth System Science Numerical Simulator Facility”(EarthLab);the Natural Science Foundation of Gansu Province(Grant No.22JR5RF1080)。; It is fundamental and useful to investigate how deep learning forecasting models(DLMs)perform compared to operational oceanography forecast systems(OFSs).However,few studies have intercompared their performances using...; 关键词：forecast error deep learning forecasting model operational oceanography forecasting system VALIDATION intercomparison

The Regularized WSM6 Microphysical Scheme and Its Validation in WRF 4D-Var: 《Advances in Atmospheric Sciences》2023年第3期483-500,共18页Sen YANG Deqin LI Liqiang CHEN Zhiquan LIU Xiang-Yu HUANG Xiao PAN; supported by the National Key R&D Program of China under Grant Nos.2018YFC1507302 and 2018YFC1506803;National Natural Science Foundation of China No.42275171;the Liaoning Province Key R&D Program of Liaoning of China under Grant No.2020JH2/10300091;the Bohai Rim Meteorological Science Collaborative Innovation Fund under Grant No.QYXM201901.; A cold cloud assimilation scheme was developed that fully considers the water substances,i.e.,water vapor,cloud water,rain,ice,snow,and graupel,based on the single-moment WSM6 microphysical scheme and four-dimensional...; 关键词：4D-VAR data assimilation LINEARIZATION numerical weather prediction WSM6

Fengyun Meteorological Satellite Products for Earth System Science Applications被引量：21: 《Advances in Atmospheric Sciences》2021年第8期1267-1284,共18页Di XIAN Peng ZHANG Ling GAO Ruijing SUN Haizhen ZHANG Xu JIA; This work was supported by the National Key Research and Development Program of China(2018YFB0504900,2018YFB0504905).; Following the progress of satellite data assimilation in the 1990s, the combination of meteorological satellites and numerical models has changed the way scientists understand the earth. With the evolution of numerica...; 关键词：Fengyun meteorological satellite sensor-dependent level 1 product inversion algorithm-dependent level 2 product product validation

Validation and Spatiotemporal Distribution of GEOS-5-Based Planetary Boundary Layer Height and Relative Humidity in China被引量：2: 《Advances in Atmospheric Sciences》2018年第4期479-492,共14页Yidan SI Shenshen LI Liangfu CHEN Chao YU Zifeng WANG Yang WANG Hongmei WANG; supported by the National Key R&D Program of China (2016YFC0201507);the National Natural Science Foundation of China (Grant Nos. 41471367, 91543128 and 41571417); Few studies have specifically focused on the validation and spatiotemporal distribution of planetary boundary layer height （PBLH） and relative humidity （RH） data in China. In this analysis, continuous PBLH and sur...; 关键词：GEOS-5 planetary boundary layer height relative humidity VALIDATION spatiotemporal distribution

A Validation of the Multivariate and Minimum Residual Method for Cloud Retrieval Using Radiance from Multiple Satellites被引量：2: 《Advances in Atmospheric Sciences》2015年第3期349-362,共14页XU Dongmei Thomas AULIGNé Xiang-Yu HUANG; sponsored by the 973 Program (Grant No. 2013CB430102);the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD);and the Air Force Weather Agency;support from Craig S. SCHWARTZ, Allegrino Americo SAMUEL, and Gael DESCOMBES are greatly appreciated;sponsored by the National Science Foundation;the National Science Foundation; The Multivariate and Minimum Residual （MMR） cloud detection and retrieval algorithm,previously developed and tested on simulated observations and Advanced Infrared Sounder radiance,was explored and validated using v...; 关键词：cloud retrieval RADIANCE cloud fraction observation operator

Validation of the Polar MM5 for Use in the Simulation of the Arctic River Basins: 《Advances in Atmospheric Sciences》2007年第5期863-874,共12页马艳陈尚; The simulations were performed using a modified mesoscale model, the Polar MM5, which was adapted for use within polar regions. The objective of the study was to illustrate the skill of the Polar MM5 in simulating atm...; 关键词：VALIDATION polar MM5 arctic river basins

Validation of SSiB Model over Grassland with CHeRES Field Experiment Data in 2001被引量：1: 《Advances in Atmospheric Sciences》2004年第4期547-556,共10页孙岚薛永康; This work was conducted under support from the Ministry of Science and Technology of China through the“973”project of“Research on the Formation Mechanism and Prediction Theory of Hazardous Weather over China”under Grant No.G1998040911.; The Simplified Simple Biosphere model (SSiB) is validated in off-line simulations against field measurements in the summer of 2001 from the China Heavy Rainfall Experiment and Study (CHeRES) over a grassland site loc...; 关键词：SSiB model CHeRES VALIDATION off-line simulation

Validation of Sea Level Data in the East Asian Marginal Seas: Comparison between TOPEX/POSEIDON Altimeter and In-Situ Tide Gauges被引量：1: 《Advances in Atmospheric Sciences》2003年第4期650-660,共11页Yong-Hoon YOUN Im Sang OH Ki-Hyun KIM Young-Hyang PARK Jong Woo KIM; In an effort to assess the reliability of satellite altimeter systems, the authors conduct a comparative analysis of sea level data that were collected from the TOPEX/POSEIDON (T/P) altimeter and 10 tide gauges (TG) n...; 关键词：sea level TOPEX/POSEIDON ALTIMETER tide gauge

Operational Implementation of the ATOVS Processing Procedure in KMA and Its Validation被引量：6: 《Advances in Atmospheric Sciences》2003年第3期398-414,共17页Myoung-Hwan AHN Mee-Ja KIM Chu-Yong CHUNG Ae-Sook SUH; the project"Development of Monitoring and;Prediction Technology for Severe Weather(Heavy Rainfall)over the Korean Peninsula"of the Korea MeteorologicalAdministration.; The Korea Meteorological Administration (KMA) has processed the data from the advanced TOVS (ATOVS) onboard NOAA-16 satellite since May 2001. The operational production utilizes the AAPP (ATOVS and AVHRR Processing Pa...; 关键词：ATOVS Processing and validation temperature and humidity profiles

Development and Validation of a Simple Frozen SoilParameterization Scheme Used for Climate Model被引量：5: 《Advances in Atmospheric Sciences》2002年第3期513-527,共15页张宇吕世华; The authors would like to thank Professors Sun Shufen and Li Shuxun for their valuable suggestion.ProfessorAlan Robock generously provided the Former Soviet Union observational data.This study is supported by NationalKey Developing Programme for Basic S; A simple frozen soil parameterization scheme is developed based on NCAR LSM and the effects of re-vised scheme are investigated using Former Soviet Union (FSU) 6 stations measurement data. In the revised model, soil i...; 关键词：Frozen soil parameterization Land surface model Climate model

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