國立中央大學教師履歷平台

期刊著作

• An innovative approach to ZDR data assimilation using an ensemble Kalman filter: a proof-of-concept study
  Atmospheric Research, 332, 2026-03-01
  [ Differential reflectivity,Dual-polarimetric parameters,Local ensemble transform Kalman filter,Mean diameter,Radar data assimilation ]

• 當極地融冰遇見臺灣颱風--為什麼需要極地研究？
  科學月刊Science Monthly, 57:2, 674, 62-67, 2026-02-01
  [ 極地研究,極端氣候,氣候變化,臺灣極地研究中心 ]

• Evaluating hygroscopic cloud-seeding effects by in-situ observation and real-case simulation
  Atmospheric Research, 327, 2026-01-01
  [ Cloud microphysics,Cloud seeding,Rain droplet distribution,Water resource management ]

• Statistical characteristics of storm cells and centroid-based probability nowcasts by tracking error
  Atmospheric Research, 329, 2026-01-01
  [ Nowcasting,Statistical analysis,Storm cells,Tracking error ]

• 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 spatiotemporal characteristics of motion fields using three-dimensional radar echoes to construct an ensemble nowcasting system
  Quarterly Journal of the Royal Meteorological Society, 151, 768, 2025-04-01
  [ ensemble nowcasting,motion field,radar echo extrapolation ]

• Radar Wind Retrieval, Ensemble Simulations, and Cluster Analysis of a Heavy Rainfall Event over Northern Taiwan during 1–2 June 2017
  Monthly Weather Review, 2025-03-13
  [ ensemble simulation,Mei-Yu front,cluster analysis,wind field retrieval,Marine Boundary Layer Jet (MBLJ) ]

• Intercomparison of radar data assimilation systems for snowfall cases during the ICE-POP 2018
  Atmospheric Research, 314, 2025-03-01
  [ Complex terrains precipitation forecasts,Local ensemble transform Kalman filter data assimilation,Observation operator,Radar data assimilation,Three-dimensional variational data assimilation ]

• 同化雙偏極化雷達差異反射率之新方法：2021年宜蘭降雨觀測實驗IOP2個案分析
  大氣科學, 52, 4, 99-134, 2024-12-01
  [ 雙偏極化雷達資料同化,宜蘭降雨觀測實驗,質量權重平均粒徑 ]

• Strategy analysis of the extrapolation adjusted by model prediction (ExAMP) blending scheme for rainfall nowcasting
  Terrestrial, Atmospheric and Oceanic Sciences, 34, 1, 2023-12-01
  [ Blending,Dual-polarimetric radar,Extrapolation,Model,Rainfall nowcasting ]

• Sea surface temperature clustering and prediction in the Pacific Ocean based on isometric feature mapping analysis
  Geoscience Letters, 10, 1, 2023-12-01
  [ Anomaly correlation coefficient,ISOMAP,k-means,Neural network,Principal component,Principal component analysis,Root mean square error,Sea surface temperature,Support vector regression ]

• 對流監測平台系統（SCAN）對夏季冰雹事件統計分析與預警能力評估
  大氣科學, 51, 4, 84-105, 2023-09-26
  [ 對流胞,即時預報,冰雹預警 ]

• Evaluation of hygroscopic cloud seeding in warm-rain processes by a hybrid microphysics scheme using a Weather Research and Forecasting (WRF) model: a real case study
  Atmospheric Chemistry and Physics, 23, 18, 10423-10438, 2023-09-20

• 利用2016年TASSE實驗期間X-band雷達資料反演及分析雨滴粒徑分布特性 Analysis and Retrieval of Drop Size Distribution in 2016 Taipei Summer Storm Experi
  大氣科學, 51, 2, 58-83, 2023-04-30
  [ 雨滴粒徑分布,雙偏極化雷達,降水物理,Drop Size Distribution,Polarimetric Radar,Precipitation Physics ]

• Assimilation of radar-derived refractivity and radar data in the context of ensemble Kalman filter: Cases study of the Southwest Monsoon Experiment
  Quarterly Journal of the Royal Meteorological Society, 149, 753, 1365-1390, 2023-04-01
  [ data assimilation,heavy rainfall,mesoscale meteorology,radar-retrieved refractivity,short-term forecast ]

• Characteristics of Deep Convective Clouds, Precipitation, and Cloud Properties of Rapidly Intensifying Tropical Cyclones in the Western North Pacific
  Journal of Geophysical Research D: Atmospheres, 127, 24, 2022-12-27
  [ cloud properties,deep convective cloud,precipitation,rapid intensification,tropical cyclone ]

• Impact of Assimilating Radar Data with 3D Thermodynamic Fields in an Ensemble Kalman Filter: Proof of Concept and Feasibility
  Monthly Weather Review, 150, 12, 3251-3273, 2022-12-01
  [ Convective storms/systems,Data assimilation,Mesoscale forecasting,Radars/radar observations,Rainfall ]

• Assimilating Retrieved Water Vapor and Radar Data from NCAR S-PolKa: Performance and Validation Using Real Cases
  Monthly Weather Review, 150, 5, 1177-1199, 2022-05-01
  [ Data assimilation,Radars/Radar observations,Water vapor ]

• 分析不同微物理參數化方案之系集預報不確定性：SoWMEX IOP8午後對流個案 Analysis of Ensemble Uncertainty in Different Microphysics Schemes :Thunderstorm during SoWMEX-IOP8
  大氣科學, 50, 1, P1 - 35, 2022-04-01
  [ 分析不同微物理參數化方案之系集預報不確定性：SoWMEX IOP8午後對流個案 ]

• Observing severe precipitation near complex topography during the Yilan Experiment of Severe Rainfall in 2020 (YESR2020)
  Quarterly Journal of the Royal Meteorological Society, 148, 745, 1663-1682, 2022-04-01
  [ heavily precipitating stratocumulus,Storm Tracker mini-radiosonde,terrain–circulation–precipitation interactions,Yilan Experiment of Severe Rainfall ]

• 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 ]

• Aerosol impacts on warm-cloud microphysics and drizzle in a moderately polluted environment
  Atmospheric Chemistry and Physics, 21, 6, 4487-4502, 2021-03-23

• Sensitivities of quantitative precipitation forecasts for typhoon soudelor (2015) near landfall to polarimetric radar data assimilation
  Remote Sensing, 12, 22, 1-23, 2020-11-02
  [ Data assimilation,Differential reflectivity,Observation operator,Polarimetric radar,Quantitative precipitation forecast,Specific differential phase ]

• Multi-weather evaluation of nowcasting methods including a new empirical blending scheme
  ATMOSPHERE, 11, 11, 2020-11-01
  [ Blending,Extrapolation adjusted by model prediction,Nowcasting,Radar data assimilation,Radar echo extrapolation,Reflectivity ]

• Evaluating the performance of a convection-permitting model by using dual-polarimetric radar parameters: Case study of SoWMEX IOP8
  Remote Sensing, 12, 18, 2020-09-01
  [ Dual-polarimetric radar parameters,Model validation,Radar data assimilation ]

• Satellite observation for evaluating cloud properties of the microphysical schemes in weather research and forecasting simulation: A case study of the Mei-Yu front precipitation system
  Remote Sensing, 12, 18, 2020-09-01
  [ Microphysical scheme,Model evaluation/performance,Radiative transfer model ]

• Improving radar echo lagrangian extrapolation nowcasting by blending numerical model wind information: Statistical performance of 16 typhoon cases
  Monthly Weather Review, 148, 3, 1099-1120, 2020-03-01

• Analysis of heavy rainfall and barrier-jet evolution during Mei-Yu season using multiple Doppler radar retrievals: a case study on 11 June 2012
  Tellus, Series A: Dynamic Meteorology and Oceanography, 71, 1, 1-21, 2019-01-01
  [ barrier jet , heavy rainfall , radar retrieval analysis ]

• Developing a convective-scale EnKF data assimilation system for the Canadian MEOPAR project
  Monthly Weather Review, 145, 4, 1473-1494, 2017-04-01
  [ Data assimilation , Ensembles , Kalman filters , Numerical weather prediction/forecasting , Short-range prediction ]

• Radar data assimilation in the Canadian high-resolution ensemble Kalman filter system: Performance and verification with real summer cases
  Monthly Weather Review, 142, 6, 2118-2138, 2014-01-01
  [ Data assimilation , Ensembles , Forecast verification/skill , Kalman filters , Radars/Radar observations ]

• Examination of situation-dependent background error covariances at the convective scale in the context of the ensemble kalman filter
  Monthly Weather Review, 141, 10, 3369-3387, 2013-10-08
  [ Data assimilation , Ensembles , Kalman filters ]

• The effect of radial velocity gridding artifacts on variationally retrieved vertical velocities
  Journal of Atmospheric and Oceanic Technology, 27, 7, 1239-1246, 2010-07-01
  [ Algorithms , Interpolation scheme , Radars/radar observations , Updrafts , Variation analysis ]

• Short-term forecasting of a midlatitude convective storm by the assimilation of single-doppler radar observations
  Monthly Weather Review, 137, 12, 4115-4135, 2009-12-01

• A three-dimensional variational approach for deriving the thermodynamic structure using doppler wind observations - An application to a subtropical squall line
  Journal of Applied Meteorology, 42, 10, 1443-1454, 2003-10-01

研討會著作

• WGAN-GP在雷達回波即時預報上的應用
  2025-09-04
  [ 人工智慧,雷達,即時預報,演算法 ]

• 結合區域模式與再分析資料探討全球暖化下極區夏季氣候變化與大氣回饋機制
  2025-09-04
  [ 再分析資料,北極,區域模式,全球暖化,夏季,氣候 ]

• 利用近岸風場觀測資料提升洋面風場預報能力
  2025-09-03
  [ 風場觀測,近岸風場,預報,氣象雷達 ]

• 同化台灣地區沿岸近地表雷達資料之效益評估
  2025-09-03
  [ 雷達,資料同化 ]

• Analysis of Extreme Heavy Rainfall Event on 1-2 June 2017 Over Northern Taiwan Area by Radar Wind retrieval, Ensemble Simulations, and Cluster Analysis
  2025-08-26
  [ extreme rainfall event,k-means clustering method,northern Taiwan,Radars/Radar observations ]

• High-temporal-resolution Precipitation Data For Improving Flood Simulation Accuracy In Taiwan
  2025-08-01
  [ MAPLE,3Di,combination of nowcast system and the hydrodynamic model ]

• Dynamics of the Intense Coastal Rainfall Event during TAHOPE-IOP3 : Radar Wind Retrieval, Ensemble Sensitivity Analysis, and k-Means Clustering
  2025-08-01
  [ Mei-Yu front,WInd Synthesis System using Doppler Measurements (WISSDOM),k-Means Clustering,Ensemble Sensitivity Analysis ]

• Low-Level Circulation Features of Winter Precipitation in Yilan: A Case Study by Ensemble Simulations and different observations
  2025-07-31
  [ WISSDOM,multiple observational datasets,Yilan ]

• The Impact of Dual-polarization Radar Data Assimilation by Different Observation Operators
  2025-07-30
  [ dual-pol radar,simulation,reflectivity,differential reflectivity ]

• 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 ]

• An Innovative Approach to ZDR Data Assimilation Using an Ensemble Kalman Filter
  2025-03-05
  [ Data Assimilation,Ensemble,Kalman Filter,ZDR ]

• Modeling vertical atmospheric couplings with WRF and evaluating satellite observations
  2025-02-14
  [ coupling ]

• Analyzing and Assimilating Humidity Profiles through MPD Data: Insights from the TAHOPEIOP3 Case Study
  2024-10-15
  [ Multi-Path Delay (MPD) data ,Radar data assimilation ,Frontal system analysis ,Heavy rainfall prediction ]

• Impact of Assimilating Different Temperature Variables on Microphysical Processes in Convective and Stratiform Precipitation: A Case Study of frontal system in TAHOPE IOP#3
  2024-09-11
  [ precipitation,Observing System Simulation Experiments (OSSEs),Global Cloud Ensemble (GCE),WRF-LETKF Radar Assimilation System (WLRAS),microphysical processes ]

• DEVELOPMENT OF AN ENSEMBLE NOWCASTING SYSTEM BY USING THREE-DIMENSIONAL RADAR ECHO MOTION FIELDS
  2024-09-11
  [ ensemble forcast,radar echo motion ]

• THE MEAN DIAMETER UPDATE APPROACH FOR ENSEMBLE-BASED DUAL-POLARIMETRIC RADAR DATA ASSIMILATION
  2024-09-10
  [ ensemble-based dual-polarimetric radar data assimilation ]

• IMPACT OF ASSIMILATING RADAR REFRACTIVITY WITH RADIAL WIND AND REFLECTIVITY IN THE CONTEXT OF ENSEMBLE KALMAN FILTER
  2024-09-10
  [ assimilation,radar,refractivity,ensemble ]

• 評估雙偏極化雷達參數觀測算符於對流尺度資料同化之影響
  2024-09-05
  [ 雙偏極化雷達參數,資料同化,對流尺度 ]

• 從發展GCE暖雨雙矩量微物理參數化方案: 理想與真實個案測試
  2024-09-04
  [ 微物理參數化方案,GCE,暖雨 ]

• 利用三維風場反演、系集數值模擬和群集分析方法解析臺灣北部極端降雨事件
  2024-09-04
  [ 多,系集數值模擬 ]

• 利用系集敏感度分析與觀測系統模擬實驗評估佈建先進觀測儀器對數值天氣預報之效 益
  2024-09-04
  [ 系集數值模擬,遙測,光達 ]

• Exploring the Relationship Between Meteorological Variables through Unsupervised Clustering and Sensitivity Analysis in Weather Model Ensemble Forecasts
  2024-06-28
  [ unsupervised machine learning,ensemble simulations,extreme heavy rainfall,clustering. ]

• Analysis of Extreme Heavy Rainfall Event on 1-2 June 2017 Over Northern Taiwan Area by Ensemble Simulations
  2024-06-27
  [ k-means clustering,rainfall,ensemble simulations,front ]

• The Mean Diameter Update Approach for Dual-polarimetric Radar Data Assimilation Based on Ensemble Kalman Filter
  2024-06-27
  [ mean diameter update (MDU) approach,reflectivity (ZDR),mean diameter of raindrops,quantitative precipitation forecast (QPF),ensemble-based data assimilation ]

• Modification of Goddard Cumulus Ensemble to Double-moment Microphysics Scheme: Idealized and Real Case Study
  2024-06-27
  [ Goddard Cumulus Ensemble microphysics (GCE) scheme,microphysics scheme, warm-rain ]

• 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 ]

• 利用觀測系統模擬實驗評估同化邊界層垂直剖線觀測對模式定量降水預報之效益
  2023-09-07
  [ 三維變分,觀測系統模擬實驗 ]

• 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 ]

• 利用雙偏極化雷達觀測分析不同天氣型態之致災性對流胞特徵
  2023-09-06
  [ 雙偏極化雷達,對流胞預警 ]

• 利用系集系統同化雙偏極化雷達差異反射率之新方法
  2023-09-06
  [ 系集卡爾曼濾波器,差異反射率,質量權重平均粒徑 ]

• A Novel Approach to Assimilate ZDR Observations with an Ensemble Kalman Filter Data Assimilation System
  2023-08-31
  [ radar,QPF,Ensemble Kalman Filter,Data Assimilation ]

• Impact of Assimilating Radar Refractivity with Radial Wind and Reflectivity in the Context of Ensemble Kalman Filter
  2023-08-31
  [ SoWMEX,Assimilation,radar ]

• Impact of Assimilating Retrieval Thermodynamic Fields and Radar Data
  2023-08-31
  [ observing system simulation experiment (OSSE),WRF–LETKF Radar Assimilation System (WLRAS),temperature,water-vapor ]

• Investigating the Warm Rain Process by Assimilating Dual-Polarimetric Radar Data in Wintertime: A case study of Shallow Convection Event in Northeastern Taiwan
  2023-08-02
  [ Warm rain process,Dual-polarimetric radar,Data assimilation ]

• Investigation of Yi-Lan Low Levels Circulation and Precipitation by WISSDOM Retrieval and Ensemble Simulations
  2023-08-02
  [ WISSDOM,ensemble simulation ]

• The Application of 3D motion fields in radar extrapolation nowcasting: case study of Meiyu front and autumn precipitation
  2023-08-01
  [ Radar Extrapolation Nowcasting ]

• Deep Convection of IOP 2 case during TAHOPE 2022
  2023-05-25
  [ Taiwan-Area Heavy rain Observation and Prediction Experiment(TAHOPE),Deep Convection ]

• Rainfall Nowcasting Performance of the Extrapolation Adjusted by Model Prediction (ExAMP) Blending Scheme
  2023-05-24
  [ extrapolation adjusted by model prediction (ExAMP),rainfall nowcasting,MAPLE ]

• 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 ]

• Impact of Assimilating Radar Refractivity in the Context of Ensemble Kalman Filter: Cases Study of the SoWMEX
  2023-05-22
  [ radar refractivity,data assimilation,QPF ]

• 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 ]

• Assimilating Retrieved Water Vapor and Radar Data From NCAR S-PolKa: Performance and Validation Using Real Cases
  2022-08-29
  [ Radar,Assimilation,Retrieve,Water vapor,S-PolKa ]

• Intercomparing radar data assimilation systems for ICE-POP 2018 snowfall cases
  2022-08-29
  [ radar,data assimilation,ICE-POP,snow ]

• Investigation of the Hygroscopic Cloud- Seeding Effects in Liquid-water Clouds in Northern Taiwan: Sensitivity Analysis by WRF
  2022-08-05
  [ cloud seeding,WRF ]

• Microphysical Characteristics of N-th Moments Relationship in Drop Size Distribution Over North Taiwan
  2022-08-05
  [ drop size distribution (DSD),dual-polarimetric radar parameters,microphysical parameter ]

• Extreme Heavy Rainfall Event on 01-02 June 2017: Ensemble Simulations and Cluster Analysis
  2022-08-05
  [ WISSDOM,K-means ]

• A Storm-based Probability Nowcasting Establish by Tracking Error Statistics
  2022-08-05
  [ nowcasting,storm cell identification and tracking,error statistics ]

• Assimilating Dual-polarimetric Radar Observations With EnKF: Analysis and Forecasts in a Real Case
  2022-08-05
  [ dual-polarimetric parameters,EnKF,data assimilation ]

• Impact of Assimilating Radar Refractivity in the Context of Ensemble Kalman Filter: Cases Study of the SoWMEX
  2022-08-03
  [ high-resolution WRF,ensemble,kalman filter,data assimilation ]

• Assimilating Retrieved Water Vapor and Radar Data From NCAR S-PolKa: Performance and Validation Using Real Cases
  2022-08-03
  [ WRF,data assimilation,kalman filter ]

• Extreme Heavy Rainfall Event on 01-02 June 2017: Analysis of Radar Observation and Ensemble Simulations
  2022-06-09
  [ ensemble ]

• 臺灣地區冰雹對流胞預警能力分析與改善
  2022-06-07
  [ 對流胞,冰雹,即時預報與預警 ]

• 使用局地系集轉換卡爾曼濾波同化雷達折射指數–真實個案分析與驗證
  2022-06-07
  [ 卡爾曼濾波,資料同化,雷達折射指數 ]

• The Asian Monsoon Precipitation Classification based on the ISOMAP Analysis
  2022-06-07
  [ ISOMAP ]

• The investigation of the hygroscopic cloud-seeding effects in liquid-water clouds in northern Taiwan
  2022-06-07
  [ cloud seeding ]

• Impact of Additional Assimilation of Dual-Polarimetric Parameters: Analysis and Forecasts in a Real Case
  2022-05-25
  [ dual-polarimetric parameters,data assimilation ]

• 臺灣地區對流胞預報誤差特性分析與路徑預報技術改善
  2021-10-26
  [ 0-1 小時即時預報,對流胞辨識與追蹤,誤差統計特性分析 ]

• The Impact of Assimilating Additional Dual-Polarimetric Parameters with an LETKF Assimilation System in a Real Summer Case
  2021-10-26
  [ Dual-Polarimetric Parameters,EnKF ]

• 北海岸動力觀測與驗證實驗(NoCOVID21)暨臺灣區域豪雨觀測暨預報實驗(TAHOPE21)
  2021-10-26
  [ NoCOVID21,TAHOPE21,梅雨,中尺度對流系統,午後對流 ]

• Investigating hygroscopic cloud-seeding effects in liquid-water clouds in northern Taiwan: in-situ measurements and model simulation
  2021-08-10
  [ cloud seeding ]

• Statistical Analysis of Storm Cells and the Improvement of Storm Tracking Over Taiwan Area
  2021-08-06
  [ 0-1 小時即時預報,對流胞辨識與追蹤,統計統計特性分析 ]

• Impact in Analysis Fields with Additional Assimilation of Polarimetric Parameters: Two Real Cases Study
  2021-08-06
  [ Dual-Polarimetric Parameters,EnKF ]

• 臺灣地區對流胞特性分析與路徑預報技術開發
  2020-10-15
  [ 0-1 小時即時預報,對流胞辨識追蹤,誤差特徵統計分析 ]

• 同化雙偏極化雷達觀測在極短期天氣預報之評估: 颮線系統個案分析
  2020-10-14
  [ 雙偏極化雷達觀測資料,對流尺度資料同化 ]

• 短延時降雨預警技術之研發
  2020-10-14
  [ 短延時降雨,雷達回波外延,雷達資料同化 ]

• 臺灣區域豪雨觀測與預報實驗
  2020-10-13
  [ TAHOPE,颱風,梅雨,中尺度對流系統,午後對流 ]

• 利用衛星輻射觀測檢驗數值模式不同微物理方案之特性:2017年6月梅雨個案
  2019-11-25
  [ 輻射傳輸模式,微物理參數化法,模式校驗 ]

• Improving radar echo Lagrandian extrapolation by blending numerical model wind information: statistical performance of typhoon cases
  2019-09-16
  [ nowcast,radar extrapolation,numerical model ]

• 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 ]

• The precipitation mechanisms of Typhoon Nari(2001) revealed by radar observation
  138-139, 2004-07-14
  

專書

• Numerical Weather Prediction: East Asian Perspectives
  2023-11-19
  [ Radar observations,Mesoscale meteorology,Thermodynamic retrievals,Cloud microphysics,Quantitative precipitation forecast ]