Search Results - "Data assimilation"

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Exploring Quantitative Observation Impact in Partial and Continuous Cycling Ensemble Kalman Filter Data Assimilation Systems.

Casaretto, Gimena^1,2 (AUTHOR) gcasaretto@smn.gob.ar, Schwartz, Craig S.³ (AUTHOR), Dillon, Maria Eugenia^1,2 (AUTHOR), Skabar, Yanina Garcia¹ (AUTHOR), Ruiz, Juan J.^4,5,6 (AUTHOR)

Enhancing Aquifer Reliability and Resilience Assessment in Data-Scarce Regions Using Satellite Data: Application to the Chao Phraya River Basin.

Sharma, Yaggesh Kumar^1,2 (AUTHOR), Mohanasundaram, S.² (AUTHOR), Kim, Seokhyeon^1,3 (AUTHOR) shynkim@khu.ac.kr, Shrestha, Sangam^1,2 (AUTHOR), Babel, Mukand S.² (AUTHOR), Loc, Ho Huu^2,3 (AUTHOR)

Non-Invasive Parameter Identification of DC Arc Models for MV Circuit Breaker Diagnostics.

D'Antona, Gabriele¹ (AUTHOR) gabriele.dantona@polimi.it, Trujillo-Arboleda, Camilo^1,2 (AUTHOR), Amato, Massimiliano^1,2 (AUTHOR), Riva, Marco² (AUTHOR)

Assimilation of Moderate-Resolution Imaging Spectroradiometer Level Two Cloud Products for Typhoon Analysis and Prediction.

Zhang, Haomeng^1,2 (AUTHOR), Liu, Yubao^1,2 (AUTHOR) ybliu@nuist.edu.cn, Qin, Yu^1,2,3 (AUTHOR), Xiang, Zheng^3,4 (AUTHOR), Shi, Yueqin^4,5 (AUTHOR), Huo, Zhaoyang^1,5 (AUTHOR)

A Comparative Evaluation of Two Bias Correction Approaches for SST Forecasting: Data Assimilation Versus Deep Learning Strategies.

Dong, Wanqiu¹ (AUTHOR), Han, Guijun^1,2 (AUTHOR), Li, Wei¹ (AUTHOR), Wu, Haowen^1,2 (AUTHOR) whw@tju.edu.cn, Zheng, Qingyu¹ (AUTHOR), Wu, Xiaobo² (AUTHOR), Zhang, Mengmeng¹ (AUTHOR), Cao, Lige¹ (AUTHOR), Ji, Zenghua¹ (AUTHOR)

A Random Forest-Based Precipitation Detection Algorithm for FY-3C/3D MWTS2 over Oceanic Regions.

Luo, Tengling¹ (AUTHOR), Yu, Yi^1,2 (AUTHOR), Ma, Gang^2,3 (AUTHOR) magang@cma.gov.cn, Zhang, Weimin^1,3,4 (AUTHOR), Qin, Luyao^1,5 (AUTHOR), Shi, Weilai¹ (AUTHOR), Dai, Qiudan^2,4 (AUTHOR), Zhang, Peng^3,5 (AUTHOR)

Development and evaluation of a new 4DEnVar-based weakly coupled ocean data assimilation system in E3SMv2.

Shi, Pengfei¹ (AUTHOR) pengfei.shi@pnnl.gov, Leung, L. Ruby¹ (AUTHOR) ruby.leung@pnnl.gov, Wang, Bin² (AUTHOR)

Data‐Driven Dynamic Modal Bias Analysis and Correction for Earth System Models.

McGowan, S. P.¹ (AUTHOR) sean.mcgowan@adelaide.edu.au, Jones, N. L.² (AUTHOR), Robertson, W. S. P.³ (AUTHOR), Balasuriya, S.¹ (AUTHOR)

Impacts of Vertical Resolution and Diurnally Varying Background Error Covariance on FY-4A /AGRI Data Assimilation over Land.

Li, Xin^1,2 (AUTHOR), Zou, Xiaolei³ (AUTHOR) xzou@nuist.edu.cn, Xu, Xu^1,2 (AUTHOR), Liu, Weiguang^1,2 (AUTHOR)

The Utility of Satellite Snow Depth Observations for Downscaling Hydrologic Variables over the Indus Basin Mountain Ranges.

Bachand, Claire L.^1,2,3 (AUTHOR), Andrews, Lauren C.⁴ (AUTHOR), Rouf, Tasnuva^1,5 (AUTHOR), Girotto, Manuela¹ (AUTHOR)

Transmission matrix parameter estimation of COVID-19 evolution with age compartments using ensemble-based data assimilation.

Rosa, Santiago^1,2 (AUTHOR) santiago.rosa@mi.unc.edu.ar, Pulido, Manuel A.^2,3 (AUTHOR), Ruiz, Juan J.^4,5 (AUTHOR), Cocucci, Tadeo J.^1,2 (AUTHOR)

Joint estimation of hand-foot-mouth disease model and prediction in korea using the ensemble kalman filter.

Abbas, Wasim¹ (AUTHOR), Lee, Sieun² (AUTHOR), Kim, Sangil^3,4 (AUTHOR) sangil.kim@pusan.ac.kr

Assessing Habitat Quality on Synergetic Land-Cover Dataset Across the Greater Mekong Subregion over the Last Four Decades.

Liu, Shu'an¹ (AUTHOR), Sun, Tianle² (AUTHOR), Ciais, Philippe³ (AUTHOR), Zhang, Huifang⁴ (AUTHOR), Fang, Junjun^4,5 (AUTHOR), Fang, Jingchun^4,5,6 (AUTHOR), Gemechu, Tewekel Melese^1,4,6,7 (AUTHOR), Chen, Baozhang^1,4,7 (AUTHOR) baozhang.chen@igsnrr.ac.cn

Sensitivity studies of a four-dimensional local ensemble transform Kalman filter coupled with WRF-Chem version 3.9.1 for improving particulate matter simulation accuracy.

Lin, Jianyu^1,2 (AUTHOR), Dai, Tie¹ (AUTHOR) daitie@mail.iap.ac.cn, Sheng, Lifang² (AUTHOR), Zhang, Weihang² (AUTHOR), Hai, Shangfei³ (AUTHOR), Kong, Yawen⁴ (AUTHOR)

A comprehensive land-surface vegetation model for multi-stream data assimilation, D&B v1.0.

Knorr, Wolfgang¹ (AUTHOR) wolfgang.knorr@inversion-lab.com, Williams, Matthew² (AUTHOR), Thum, Tea³ (AUTHOR), Kaminski, Thomas¹ (AUTHOR), Voßbeck, Michael¹ (AUTHOR), Scholze, Marko⁴ (AUTHOR), Quaife, Tristan⁵ (AUTHOR), Smallman, T. Luke² (AUTHOR), Steele-Dunne, Susan C.⁶ (AUTHOR), Vreugdenhil, Mariette⁷ (AUTHOR), Green, Tim² (AUTHOR), Zaehle, Sönke⁸ (AUTHOR), Aurela, Mika³ (AUTHOR), Bouvet, Alexandre⁹ (AUTHOR), Bueechi, Emanuel⁷ (AUTHOR), Dorigo, Wouter⁷ (AUTHOR), El-Madany, Tarek S.⁸ (AUTHOR), Migliavacca, Mirco^8,9 (AUTHOR), Honkanen, Marika³ (AUTHOR), Kerr, Yann H.¹⁰ (AUTHOR)

Towards gridded nighttime aerosol optical thickness retrievals using VIIRS day–night band observations over regions with artificial light sources.

Zhang, Jianglong¹ (AUTHOR) jianglong.zhang@und.edu, Reid, Jeffrey S.² (AUTHOR), Sorenson, Blake T.³ (AUTHOR), Miller, Steven D.⁴ (AUTHOR), Román, Miguel O.⁵ (AUTHOR), Wang, Zhuosen^6,7 (AUTHOR), Spurr, Robert J. D.⁸ (AUTHOR), Jaker, Shawn¹ (AUTHOR), Eck, Thomas F.^5,9 (AUTHOR), Rubin, Juli I.¹⁰ (AUTHOR)

Radar-based high-resolution ensemble precipitation analyses over the French Alps.

Vernay, Matthieu¹ (AUTHOR) matthieu.vernay@meteo.fr, Lafaysse, Matthieu¹ (AUTHOR), Augros, Clotilde² (AUTHOR)

Improving Solar Radiation Forecasts During Stratocumulus Conditions Using Large Eddy Simulations and an Ensemble Kalman Filter.

van Soest, Marleen P.¹ (AUTHOR) m.p.vansoest@tudelft.nl, de Roode, Stephan R.¹ (AUTHOR), Verzijlbergh, Remco A.^2,3 (AUTHOR), Vossepoel, Femke C.⁴ (AUTHOR), Jonker, Harm J. J.^1,3 (AUTHOR)

4D‐Var Using Hessian Approximation and Backpropagation Applied to Automatically Differentiable Numerical and Machine Learning Models.

Solvik, Kylen¹ (AUTHOR) Kylen.Solvik@colorado.edu, Penny, Stephen G.^2,3 (AUTHOR), Hoyer, Stephan⁴ (AUTHOR)