教師個人簡歷
現職
國立中央大學
地球科學學院大氣科學學系
教授
國立中央大學
全球大氣觀測與資料應用研究中心
中心主任
國立中央大學
大氣科學學系
系主任
專長
資料同化
大氣數值模式預報
Data assimilation
atmospheric numerical model forecast
專長簡述
資料同化、大氣數值模式預報
最高學歷
美國University of Maryland-College Park
大氣暨海洋研究所
博士
科技部學門領域
政府GRB研究專長領域
教育部學門領域
高教深耕計畫
-
優勢研究領域指標型計畫-楊舒芝
1140101~1141231
[衛星定位導航系統反射訊號,資料同化,海表面風速,颱風,土壤濕度,可降水量,風能,電離層 , GNSS-Reflectometry,Tropical cyclone,ocean surface windspeed,numerical weather prediction,total precipitable water,wind energy,wave energy] -
補助及辦理學術活動-大氣系
1140101~1141231
[中尺度至小尺度模擬,大氣觀測,數值天氣預報 , Meso-to-small scale modeling,Atmospheric observation,Numerical weather prediction]
國科會計畫統計
-
進階多重尺度系集資料同化系統對台灣劇烈及高影響天氣事件預報之影響(3/3)
1140801~1150731
-
獵風者衛星GNSS資料加值與應用(1/3)
1140501~1150430
-
進階多重尺度系集資料同化系統對台灣劇烈及高影響天氣事件預報之影響(2/3)
1130801~1140831
[資料同化,系集卡爾曼濾波器,雷達,豪雨預報 , data assimilation,ensemble Kalman filter,radar data,heavy rainfall prediction] -
福衛7與獵風者GNSS資料加值與應用-福衛7與獵風者GNSS資料加值與應用(3/3)
1130501~1140430
[GNSS 反射訊號,海表面風,資料同化,土壤濕度 , GNSS Reflectometry, ocean surface wind, ocean surface wave, mean square slope, data assimilation, soil moisture] -
進階多重尺度系集資料同化系統對台灣劇烈及高影響天氣事件預報之影響(1/3)
1120801~1130731
[資料同化,系集卡爾曼濾波器,雷達,豪雨預報 , data assimilation,ensemble Kalman filter,radar data,heavy rainfall prediction] -
福衛7與獵風者GNSS資料加值與應用-福衛7與獵風者GNSS資料加值與應用(2/3)
1120501~1130430
[GNSS 反射訊號,海表面風,資料同化,土壤濕度 , GNSS Reflectometry, ocean surface wind, ocean surface wave, mean square slope, data assimilation, soil moisture] -
大氣邊界層觀測資料同化與多維尺度數值模擬-邊界層資料同化及其對近地表預報之影響(總計畫及子計畫二)(3/3)
1110801~1120731
[資料同化,卡爾曼濾波器,近地表預報,邊界層,空氣品質預報 , Data assimilation, Ensemble Kalman filter, near-surface prediction, PBL, air quality prediction] -
福衛7與獵風者GNSS資料加值與應用-福衛7與獵風者GNSS資料加值與應用(1/3)
1110501~1121031
[GNSS 反射訊號,海表面風,資料同化,土壤濕度 , GNSS Reflectometry,ocean surface wind,ocean surface wave,mean square slope,data assimilation,soil moisture] -
利用對流尺度系集資料同化系統同化巨量雷達資料及其對豪大雨預報之影響
1110401~1120930
[Big data analysis,data assimilation,heavy rainfall prediction,radar data , Big data analysis,data assimilation,heavy rainfall prediction,radar data] -
大氣邊界層觀測資料同化與多維尺度數值模擬-邊界層資料同化及其對近地表預報之影響(總計畫及子計畫二)(2/3)
1100801~1120131
[資料同化,卡爾曼濾波器,近地表預報,邊界層,空氣品質預報 , Data assimilation, Ensemble Kalman filter, near-surface prediction, PBL, air quality prediction] -
福衛7與獵風者GNSS資料加值與應用
1100501~1111031
[福衛衛星,獵風者衛星,GNSS觀測,數值天氣預報,土壤濕度 , FORMOSAT,TRITON,GNSS-R,GNSS-RO,numerical weather prediction,soil moisture] -
利用對流尺度系集資料同化系統同化巨量雷達資料及其對豪大雨預報之影響
1100401~1110331
[Big data analysis,data assimilation,heavy rainfall prediction,radar data , Big data analysis,data assimilation,heavy rainfall prediction,radar data] -
氣象巨量資料應用在即時與極短期臺灣暴雨與強風的預報技術提升與相關災害防治-WRF系集卡爾曼濾波器雷達資料同化系統於不同特性豪大雨預報之技術改善(子計畫二)(I)
1090801~1100731
[資料同化,系集卡爾曼濾波器,雷達,豪大雨預報 , Data assimilation,Ensemble Kalman Filter,Radar observation,heavy rainfall prediction] -
大氣邊界層觀測資料同化與多維尺度數值模擬-邊界層資料同化及其對近地表預報之影響(總計畫及子計畫二)(1/3)
1090801~1110831
[資料同化,卡爾曼濾波器,近地表預報,邊界層,空氣品質預報 , Data assimilation,Ensemble Kalman filter,near-surface prediction,PBL,air quality prediction] -
利用多重尺度系集資料同化系統探討水氣觀測對台灣區域劇烈天氣強度預報的影響
1090801~1090731
[劇烈天氣預報,資料同化,系集卡爾曼濾波器,降水預報,風力預報 , severe weather prediction, data assimilation, Ensemble Kalman Filter, Heavy rainfall prediction, Strong wind prediction] -
利用福衛七號掩星觀測探討水氣對熱帶氣旋預報之影響
1080801~1090731
[掩星觀測,資料同化,熱帶氣旋預報 , GPS-Radio occultation, Data assimilation, tropical cyclone prediction] -
利用多重尺度系集資料同化系統探討水氣觀測對台灣區域劇烈天氣強度預報的影響
1080801~1090731
[劇烈天氣預報,資料同化,系集卡爾曼濾波器,降水預報,風力預報 , severe weather prediction, data assimilation, Ensemble Kalman Filter, Heavy rainfall prediction, Strong wind prediction] -
台灣即時與極短期暴雨強風預報技術之建立與應用-子計畫:改善WRF系 集卡爾曼濾波器雷達資料同化系統及其對極短期豪大雨預報影響(II)
1070801~1080731
[豪雨預報,定量降水預報,雷達資料同化,系集卡爾曼濾波器 , Heavy rainfall prediction, Quantitative precipitation prediction, Radar data assimilation, Ensemble Kalman filter] -
利用多重尺度系集資料同化系統探討水氣觀測對台灣區域劇烈天氣強度預報的影響
1070801~1080731
[劇烈天氣預報,資料同化,系集卡爾曼濾波器,降水預報,風力預報 , severe weather prediction, data assimilation, Ensemble Kalman Filter, Heavy rainfall prediction, Strong wind prediction] -
探討系集資料同化系統架構下之颱風強度誤差結構及其對強度預報之影響
1060801~1071031
-
台灣即時與極短期暴雨強風預報技術之建立與應用--子計畫:改善WRF系集卡爾曼濾波器雷達資料同化系統及其對極短期豪大雨預報影響(I)
1060801~1071031
-
系集奇異向量在區域系集卡爾曼濾波器系統之應用及其對颱風同化與預報的影響
1050801~1061031
-
系集奇異向量在區域系集卡爾曼濾波器系統之應用及其對區域天氣預報的影響
1040801~1050930
產學合作計畫統計
-
GNSS RO/R 任務地球觀測聯盟推動計畫
1141209~1151208
[N/A , N/A] -
海面風與掩星觀測(GNSSR+RO)氣象預報效應評估 (114-116 年)
1141111~1160810
[N/A , N/A] -
GNSS 水氣估計及應用
1130604~1150603
[否 , NO] -
「大氣輻射校正設備」、 「溫度、濕度、壓力校正及其他相關設備」技術服務收入(校內)
1130101~1131231
[校正 , Calibration] -
「大氣輻射校正設備」、 「溫度、濕度、壓力校正及其他相關設備」技術服務收入(校外)
1130101~1131231
[校正 , Calibration] -
海面風與掩星觀測(GNSSR+RO)氣象預報效應評估(112-114)
1121124~1141123
[無 , 無] -
中央氣象局FV3GFS全球天氣預報系統應用混合增益系集-變分資料同化方法之評估研究(2/3)
1110224~1111231
[混成增益矩陣資料同化,FV3GFS全球模式系統,資料同化 , Hybrid gain data assimilation,FV3GFS global model,data assimilation] -
海面風與掩星觀測(GNSSR+RO)氣象預報效應評估
1101007~1121006
[無 , NO] -
中央氣象局FV3GFS全球天氣預報系統應用混合增益系集—變分資料同化方法之評估研究(1/3)
1100107~1101231
[混成增益矩陣資料同化,FV3GFS全球模式系統,資料同化 , Hybrid gain data assimilation,FV3GFS global model,data assimilation]
期刊著作
-
Convective-scale forecast errors over Taiwan: an ensemble analysis of error covariances and their influences
Terrestrial, Atmospheric and Oceanic Sciences, 36, 1, 2025-12-01
[ Convective scale,Data assimilation,Ensemble forecasts,Error correlation,Error variance ] -
Investigating the Mechanisms of an Intense Coastal Rainfall Event during TAHOPE/ PRECIP-IOP3 Using a Multiscale Radar Ensemble Data Assimilation System
Monthly Weather Review, 152, 11, 2545-2567, 2024-11-01
[ Convective storms,Data assimilation,Mei-yu fronts,Nowcasting,Numerical weather prediction/forecasting ] -
Estimating the refractivity bias of FORMOSAT-7/COSMIC-2 Global Navigation Satellite System (GNSS) radio occultation in the deep troposphere
Atmospheric Measurement Techniques, 17, 11, 3605-3623, 2024-06-13 -
Accuracy verification of the precipitable water vapor derived from COSMIC-2 radio occultation using ground-based GNSS
Advances in Space Research, 73, 9, 4597-4607, 2024-05-01
[ COSMIC-2,FORMOSAT-7,Global navigation satellite system (GNSS),Precipitable water vapor (PWV),Radio occultation (RO) ] -
Improving Afternoon Thunderstorm Prediction over Complex Terrain with the Assimilation of Dense Ground-Based Observations: Four Cases in the Taipei Basin
Weather and Forecasting, 39, 3, 541-561, 2024-03-01
[ Data assimilation,Forecast verification/skill,Surface observations ] -
Sensitivity of Extreme Rainfall in Taiwan to SST Over the South China Sea Through Modulation of Marine Boundary Layer Jet: A Mei-Yu Front Event During 1–4 June 2017
Geophysical Research Letters, 50, 17, 2023-09-16
[ extreme rainfall,marine boundary layer jet,mei-yu front ] -
Using orthogonal vectors to improve the ensemble space of the ensemble Kalman filter and its effect on data assimilation and forecasting
Nonlinear Processes in Geophysics, 30, 3, 289-297, 2023-07-21 -
Understanding the impact of assimilating FORMOSAT-7/COSMIC-2 radio occultation refractivity on tropical cyclone genesis: Observing system simulation experiments using Hurricane Gordon (2006) as a case study
Quarterly Journal of the Royal Meteorological Society, 149, 753, 1293-1318, 2023-04-01
[ data assimilation,ensemble forecast,GNSS-RO,predictability,probabilistic quantitative precipitation forecast (PQPF),quick OSSE,tropical cyclone genesis ] -
A Bagged-Tree Machine Learning Model for High and Low Wind Speed Ocean Wind Retrieval From CYGNSS Measurements
IEEE Transactions on Geoscience and Remote Sensing, 61, 2023-01-01
[ Cyclone Global Navigation Satellite System (CYGNSS),delay Doppler map (DDM),ensemble bagged trees,Global Navigation Satellite System Reflectometry (GNSS-R),machine learning (ML) ] -
Impact of assimilating Formosat-7/COSMIC-II GNSS radio occultation data on heavy rainfall prediction in Taiwan
Terrestrial, Atmospheric and Oceanic Sciences, 33, 1, 2022-12-01
[ FORMOSAT-7/COSMIC-2,Radio occultation assimilation,Regional ensemble data assimilation ] -
Improving Analysis and Prediction of Tropical Cyclones by Assimilating Radar and GNSS-R Wind Observations: Ensemble Data Assimilation and Observing System Simulation Experiments Using a Coupled Atmosphere–Ocean Model
Weather and Forecasting, 37, 9, 1533-1552, 2022-09-01 -
Including observation error correlation for ensemble radar radial wind assimilation and its impact on heavy rainfall prediction
Quarterly Journal of the Royal Meteorological Society, 148, 746, 2254-2281, 2022-07-01 -
Impact of lidar data assimilation on planetary boundary layer wind and PM2.5 prediction in Taiwan
Atmospheric Environment, 277, 2022-05-15 -
Process-Based Evaluation of Stochastic Perturbed Microphysics Parameterization Tendencies on Ensemble Forecasts of Heavy Rainfall Events
Monthly Weather Review, 150, 1, 175-191, 2022-01-01 -
A Regional Hybrid Gain Data Assimilation System and Preliminary Evaluation Based on Radio Occultation Reflectivity Assimilation
Scientific Online Letters on the Atmosphere, 18, 33-40, 2022-01-01 -
Sensitivity of Forecast Uncertainty to Different Microphysics Schemes within a Convection-Allowing Ensemble during SoWMEX-IOP8
Monthly Weather Review, 149, 12, 4145-4166, 2021-12-01
[ Cloud microphysics,Cloud parameterizations,Ensembles,Mesoscale forecasting,Numerical weather prediction/forecasting ] -
Ensemble Transform Kalman Incremental Smoother and Its Application to Data Assimilation and Prediction
Frontiers in Applied Mathematics and Statistics, 7, 2021-07-21
[ data assimilation,ensemble Kalman filter,incremental update method,nonlinear dynamics,numerical weather prediction ] -
Hybrid gain data assimilation using variational corrections in the subspace orthogonal to the ensemble
Monthly Weather Review, 148, 6, 2331-2350, 2020-06-01 -
A case study on the impact of ensemble data assimilation with GNSS-zenith total delay and radar data on heavy rainfall prediction
Monthly Weather Review, 148, 3, 1075-1098, 2020-03-01 -
Impact of tropical cyclone initialization on its convection development and intensity: A case study of Typhoon megi (2010)
Journals of the Atmospheric Sciences, 77, 2, 443-464, 2020-02-01 -
Evaluation of stochastic perturbed parameterization tendencies on convective-permitting ensemble forecasts of heavy rainfall events in New York and Taiwan
Weather and Forecasting, 35, 1, 5-24, 2020-01-01 -
An investigation of the sensitivity of predicting a severe rainfall event in northern Taiwan to the upstream condition with a WRF-based radar data assimilation system
Scientific Online Letters on the Atmosphere, 16, 97-103, 2020-01-01 -
Convective-scale sampling error and its impact on the ensemble radar data assimilation system: A case study of a heavy rainfall event on 16 June 2008 in Taiwan
Monthly Weather Review, 148, 9, 3631-3652, 2020-01-01 -
Application of bias corrections to improve hub-height ensemble wind forecasts over the Tehachapi Wind Resource Area
Renewable Energy, 140, 281-291, 2019-09-01
[ Model bias and bias correction , Probability forecast , Wind energy , Wind forecast ] -
Ensemble singular vectors as additive inflation in the Local Ensemble Transform Kalman Filter (LETKF) framework with a global NWP model
Quarterly Journal of the Royal Meteorological Society, 145, 718, 258-272, 2019-01-01
[ atmospheric global model , ensemble data assimilation , ensemble singular vectors , local ensemble transform Kalman filter , numerical weather prediction ] -
Reducing tc position uncertainty in an ensemble data assimilation and prediction system: A case study of typhoon fanapi (2010)
Weather and Forecasting, 33, 2, 561-582, 2018-04-01 -
Multilocalization data assimilation for predicting heavy precipitation associated with a multiscale weather system
Journal of Advances in Modeling Earth Systems, 9, 3, 1684-1702, 2017-07-01
[ dual-localization data assimilation , EnKF , heavy rainfall prediction ] -
Diagnosing the possible dynamics controlling Sahel precipitation in the short-range ensemble community atmospheric model hindcasts
Climate Dynamics, 47, 9-10, 2747-2764, 2016-11-01
[ Global climate model evaluation , Land–atmosphere interaction , Local ensemble transform Kalman filter (LETKF) , Model uncertainty , Sahel precipitation ] -
An impact study of GPS radio occultation observations on frontal rainfall prediction with a local bending angle operator
Weather and Forecasting, 31, 1, 129-150, 2016-01-01
[ Forecasting , Numerical weather prediction/forecasting , Observational techniques and algorithms , Occultation ] -
Applications of the mean recentering scheme to improve typhoon track prediction: A case study of typhoon nanmadol (2011)
Journal of the Meteorological Society of Japan, 92, 6, 559-584, 2015-01-01
[ EnKF , Ensemble forecast , Typhoon prediction ] -
Ensemble singular vectors and their use as additive inflation in EnKF
Tellus, Series A: Dynamic Meteorology and Oceanography, 67, 1, 2015-01-01
[ Data assimilation , Dynamic sensitivity , Ensemble kalman filter , Singular vector ] -
Analysis of the relative operating characteristic and economic value using the LAPS ensemble prediction system in Taiwan
Monthly Weather Review, 143, 5, 1833-1848, 2015-01-01
[ Economic value , Ensembles , Forecast verification/skill , Mesoscale forecasting ] -
Improving quantitative precipitation nowcasting with a local ensemble transform Kalman filter radar data assimilation system: Observing system simulation experiments
Tellus, Series A: Dynamic Meteorology and Oceanography, 66, 1, 2014-01-01
[ local ensemble transform Kalman filter , Mixed localisation method , Observing system simulation experiment , Quantitative precipitation nowcasting , Radar data assimilation ] -
Development of CMAQ for East Asia CO2 data assimilation under an EnKF framework: A first result
Chinese Science Bulletin, 59, 25, 3200-3208, 2014-01-01
[ EnKF , RAMS-CMAQ ] -
Evaluating the impact of the COSMIC RO bending angle data on predicting the heavy precipitation episode on 16 june 2008 during SoWMEX-IOP8
Monthly Weather Review, 142, 11, 4139-4163, 2014-01-01 -
Lyapunov, singular and bred vectors in a multi-scale system: An empirical exploration of vectors related to instabilities
Journal of Physics A: Mathematical and Theoretical, 46, 25, 2013-06-28 -
The decadal modulation of coupled bred vectors
Geophysical Research Letters, 39, 20, 2012-10-28 -
Handling nonlinearity in an ensemble Kalman filter: Experiments with the three-variable lorenz model
Monthly Weather Review, 140, 8, 2628-2646, 2012-08-01
[ Data assimilation , Kalman filters , Numerical weather prediction/forecasting ] -
Accelerating the EnKF spinup for typhoon assimilation and prediction
Weather and Forecasting, 27, 4, 878-897, 2012-08-01
[ Data assimilation , Kalman filters , Mesoscale forecasting , Numerical weather prediction/forecasting , Tropical cyclones ] -
The impact of ocean data assimilation on seasonal-to-interannual forecasts: A case study of the 2006 El Niño event
Journal of Climate, 23, 15, 4080-4095, 2010-08-01 -
Accelerating the spin-up of Ensemble Kalman filtering
Quarterly Journal of the Royal Meteorological Society, 136, 651, 1644-1651, 2010-07-01
[ 3D-Var 4D-Var , Data assimilation , EnKF , LETKF , No-cost smoother , RIP scheme , Spin-up ] -
Comparison of local ensemble transform Kalman filter, 3DVAR, and 4DVAR in a quasigeostrophic model
Monthly Weather Review, 137, 2, 693-709, 2009-08-12 -
Data assimilation in a system with two scales - Combining two initialization techniques
Tellus, Series A: Dynamic Meteorology and Oceanography, 61, 4, 539-549, 2009-07-28 -
Weight interpolation for efficient data assimilation with the Local Ensemble Transfom Kalman Filter
Quarterly Journal of the Royal Meteorological Society, 135, 638, 251-262, 2009-07-03
[ 3D-Var , 4D-Var , LETKF ] -
Application of coupled bred vectors to seasonal-to-interannual forecasting and ocean data assimilation
Journal of Climate, 22, 11, 2850-2870, 2009-06-01 -
Use of breeding to detect and explain instabilities in the global ocean
Geophysical Research Letters, 36, 12, 2009-06-01 -
Bred vectors and tropical pacific forecast errors in the NASA coupled general circulation model
Monthly Weather Review, 136, 4, 1305-1326, 2008-04-01 -
4-D-Var or ensemble Kalman filter?
Tellus, Series A: Dynamic Meteorology and Oceanography, 59, 5, 758-773, 2007-10-01 -
Response to the discussion on "4-D-Var or EnKF?" by Nils Gustafsson
Tellus, Series A: Dynamic Meteorology and Oceanography, 59, 5, 778-780, 2007-10-01 -
An implementation of the Local Ensemble Kalman Filter in a quasi geostrophic model and comparison with 3D-Var
Nonlinear Processes in Geophysics, 14, 1, 89-101, 2007-01-01 -
Data assimilation as synchronization of truth and model: Experiments with the three-variable Lorenz system
Journals of the Atmospheric Sciences, 63, 9, 2340-2354, 2006-09-01 -
ENSO bred vectors in coupled ocean-atmosphere general circulation models
Journal of Climate, 19, 8, 1422-1436, 2006-04-15 -
Use of the breeding technique to estimate the structure of the analysis "errors of the day"
Nonlinear Processes in Geophysics, 10, 3, 233-243, 2003-01-01 -
The ROCSAT-1 IPEI preliminary results: Low-latitude ionospheric plasma and flow variations
Terrestrial, Atmospheric and Oceanic Sciences, 10, 4, 787-804, 1999-01-01
[ IPEI , Low-latitude Ionosphere , ROCSAT-1 ]
研討會著作
-
Assimilating Dense Ground-based Gnss Observations for Improving Very Short-term Precipitation Prediction in Taiwan
2025-07-30
[ GNSS assimilation,precipitation prediction ] -
Impact of Convective-scale Ensemble Data Assimilation with Cartesian Radar Superobservation and MPD Water Vapor Profile on Afternoon Convection Prediction Over Northern Taiwan
2025-07-30
[ Radar superobservation,Taiwan afternoon convection ] -
Analyzing Mechanisms, Characteristics, and Optimization Strategies of Advanced Covariance Localization Methods for Improving
2025-07-30
[ Covariance localization,Multiscale data assimilation ] -
Impact of Scale-dependent Background Error Covariance Localization on Typhoon Track Prediction: a Case Study of Typhoon Gaemi (2024)
2025-07-30
[ Covariance localization,Typhoon track prediction ] -
Assimilating Ground-based Observations Using Joint Effort for Data Assimilation Integration (JEDI) for Improving Heavy Rainfall Prediction in Taiwan
2025-07-30
[ Data assimilation (JEDI),Heavy rainfall prediction ] -
Training Datasets for High-resolution Machine Learning Weather Model in Taiwan: Compilation of Historical Operational Regional Model Analysis and Development of Regional Reanalysis
2025-07-30
[ Machine learning weather model,Regional reanalysis ] -
Improving the Performance of the Multiscale Wrf-radar Ensemble Data Assimilation System with the Multiscale Dependent Inflation
2025-07-30
[ WRF-radar ensemble data assimilation、,Multiscale dependent inflation ] -
Analysis and Forecast of Typhoon Chanthu (2021) Using an Ensemble Radar Data Assimilation System: Investigation on Factors Leading to Rapid Intensificatio
2025-07-29
[ Radar data assimilation,Typhoon prediction ] -
GNSS 掩星之大氣遙測
2025-02-24
[ 太空科學白皮書 ] -
Determination on precipitable water vapor from ground-based GNSS and COSMIC-2 radio occultation over Taiwan
2025-01-01
[ COSMIC-2,Global Navigation Satellite System (GNSS),Precipitable water vapor,Radio occultation (RO) ] -
Improving the Two-Line Elements via assimilating Positioning Data of FORMOSAT-7/COSMIC-2
2024-09-12
[ Two-Line Elements (TLE),FORMOSAT-7/COSMIC-2 ] -
Analysis and Forecast of Typhoon Chanthu (2021) Using an Ensemble Radar Data Assimilation System: Impact of Model Horizontal Resolution and Assimilation Frequency on Vortex Spindown
2024-06-27
[ Typhoon Chanthu,Radar data assimilation ] -
Estimating the Refractivity Bias of Formosat-7/cosmic-ii Gnss Radio Occultation in the Planetary Boundary Layer
2024-06-26
[ GNSS radio occultation,Refractivity bias ] -
A Parametric Model Incorporated with Satellite Wind for Tropical Cyclone Surface Wind Speed Assessment
2024-06-26
[ Tropical cyclone wind,Satellite data ] -
Scale-dependent Inflation for a Multi-scale Radar Ensemble Data Assimilation System and Its Impact on Short-range Heavy Rainfall Prediction in Taiwan
2024-06-25
[ Scale-dependent inflation,Radar ensemble data assimilation ] -
Assimilating dense ground-based GNSS ZTD observations for improving very short-term precipitation prediction in Taiwan
2024-06-25
[ GNSS ZTD observations,Very short-term precipitation prediction ] -
Investigating an Intense Coastal Rainfall Event During TAHOPE/PRECIP-IOP3 Using a Multiscale Radar Ensemble Data Assimilation System
2024-06-25
[ Coastal rainfall event,Radar ensemble data assimilation ] -
A Comparison Between Dual Localization, Successive Covariance Localization, and Scaledependent Localization Using a 1000-member Ensemble Forecast During the Tokyo Olympics and an OSSE Based on the QG Model
2024-06-25
[ Covariance localization,Ensemble forecast ] -
Performance assessment of PBL structures based on observation and model study
2024-06-25
[ PBL,numerical model prediction ] -
Applying Variational Bias Correction to Surface Data with a Convective-scale Data Assimilation System
2024-06-25
[ Variational bias correction,Convective-scale data assimilation ] -
臺灣區域豪雨觀測與預報實驗(TAHOPE):簡介與初步分析
2023-09-07
[ 臺灣區域豪雨觀測與預報實驗,梅雨,中尺度對流系統,午後雷暴 ] -
Applying ESV to Identify the Sensitivity of Heavy Rainfall Prediction
2023-08-02
[ ESV (Ensemble Sensitivity Vector),Heavy rainfall prediction ] -
Improving Afternoon Thunderstorm Prediction Over Northern Taiwan with the Assimilation of Ground-based Observation
2023-08-01
[ Thunderstorm prediction,Ground-based observation assimilation ] -
Deep Convection of IOP 2 case during TAHOPE 2022
2023-05-25
[ Taiwan-Area Heavy rain Observation and Prediction Experiment(TAHOPE),Deep Convection ] -
Data Assimilation with GNSS RO Soundings for Severe Weather Events, Thematic Seminar on Atmospheric Environment Technology .
2023-05-24
[ Data Assimilation with GNSS RO ] -
Applying the Multi-Scale Radar Ensemble Data Assimilation System to Investigate the Heavy Precipitation Episode during TAHOPE/PRECIP-IOP3
2023-05-24
[ Radar ensemble data assimilation,Heavy precipitation ] -
IMPACT OF ENSEMBLE DATA ASSIMILATION WITH SURFACE MOISTURE AND RADAR DATA ON HEAVY RAINFALL FORECAST: A CASE STUDY OF TAHOPE–2022
2023-05-22
[ surface moisture data,radar observations,data assimilation ] -
Applying the multi-scale radar ensemble data assimilation system to investigate the heavy precipitation episode during TAHOPE/PRECIP-IOP3
2023-05-22
[ radar data assimilation (RDA),mei-yu ] -
Improving Afternoon Thunderstorm Prediction over Northern Taiwan with the Assimilation of Ground-based Observations
2023-01-12
[ Thunderstorm prediction,Ground-based data assimilation ] -
Improving Analysis and Prediction of Tropical Cyclones by Assimilating Radar and CYGNSS Observations: A case study of typhoon Chanthu (2021)
2023-01-10
[ Tropical cyclone prediction,Radar & CYGNSS assimilation ] -
Influence of CALIOP L2 Backscatter Data Assimilation on Dust and Cloud Forecasts Over North Africa and the East Atlantic
2022-08-05
[ Data Assimilation ] -
Impact of Assimilating the GNSS-Reflectometry Sea Surface Wind on Severe Weather Prediction
2022-08-05
[ The Global Navigation Satellite Systems-Reflectometry (GNSS-R) ] -
Applying Ensemble Singular Vector to Study the Sensitivity of a Mei-yu Front-associated Heavy Rainfall Event on 2nd June 2017 in Taiwan
2022-08-05
[ heavy rainfall、ensemble singular vector (ESV) ] -
Rapid-update Analysis with Multi-scale Correction and Its Impact on the Heavy Rainfall Development Over the Taipei Basin
2022-08-04
[ The WRF-LETKF Radar Assimilation System (WLRAS) ] -
Improving Analysis and Prediction of Tropical Cyclones by Assimilating Radar and GNSS-R Wind Observations: Observing System Simulation Experiments
2022-08-03
[ Assimilating Radar ] -
Assimilating Novel PBL Observations With a Regional Ensemble Data Assimilation System and Their Impact on Improving the PBL and Air Quality Prediction
2022-08-03
[ Data Assimilation, novel PBL Observation, air quality prediction ] -
Impact of lidar data assimilation on planetary boundary layer wind and PM2.5 prediction in Taiwan
2022-08-01
[ lidar data assimilation, pm2.5, air quality model ] -
SCIntillation and IONosphere – eXtended (SCION-X) – A Small Satellite for Ionospheric and Atmospheric Science
2020-11-14
[ ionospheric science,Air pollution,PM2.5,Radio occultation,reflectometry ] -
Assimilating radar data with retrieved thermodynamic fields: A case study of frontal system on June 11 2012
2019-09-16
[ Data assimilation,EnKF,Thermodynamic retrieval ] -
Bred vectors and forecast error in the NASA coupled general circulation model
2006-12-01
-
Comparison of ensemble-based and variational-based data assimilation schemes in a quasi-geostrophic model
2006-12-01
-
Initialization of unstable coupled systems by breeding ensembles
299-307, 2004-06-01
-
Errors of the day, bred vectors and singular vectors: Implications for ensemble forecasting and data assimilation
227-236, 2004-06-01
-
Errors of the day, bred vectors and singular vectors: Implications for ensemble forecasting and data assimilation
3161-3170, 2004-06-01
-
Initialization of unstable coupled systems by breeding ensembles
4549-4557, 2004-06-01
校外榮譽
- 101 [科技部] 吳大猷先生紀念獎
校內獲獎
- 115 特聘教授
- 112 特聘教授
- 111 研究傑出獎
- 110 研究傑出獎
- 109 研究傑出獎
- 107 研究傑出獎
- 105 研究傑出獎
期刊編輯
-
112 ~ 112
Geoscientific Model Development
ISSN 1991-959X EISSN 1991-9603
擔任專題編輯 -
112 ~ 112
Scientific Online Letters on the Atmosphere
ISSN 1349-6476 EISSN 1349-6476
擔任編輯
國立中央大學