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Publication search results
found 32 matches
- 2024
- Feiyu Lu:
U-Net Kalman Filter (UNetKF): An Example of Machine Learning-assisted Ensemble Data Assimilation. CoRR abs/2403.12366 (2024) - 2023
- Tongxin Li, Chuangxin He, Xin Wen, Yingzheng Liu:
Data assimilation of rotor flow at hovering state using ensemble Kalman filter. J. Vis. 26(4): 815-839 (2023) - 2022
- Jun Tang, Shimeng Zhang, Xingliang Huo, Xuequn Wu:
Ionospheric Assimilation of GNSS TEC into IRI Model Using a Local Ensemble Kalman Filter. Remote. Sens. 14(14): 3267 (2022) - Jingyao Luo, Hong Li, Ming Xue, Yijie Zhu:
Direct Assimilation of Radar Reflectivity Data Using Ensemble Kalman Filter Based on a Two-Moment Microphysics Scheme for the Analysis and Forecast of Typhoon Lekima (2019). Remote. Sens. 14(16): 3987 (2022) - Nicola Montaldo, Andrea Gaspa, Roberto Corona:
Multiscale Assimilation of Sentinel and Landsat Data for Soil Moisture and Leaf Area Index Predictions Using an Ensemble-Kalman-Filter-Based Assimilation Approach in a Heterogeneous Ecosystem. Remote. Sens. 14(14): 3458 (2022) - Eviatar Bach, Michael Ghil:
A multi-model ensemble Kalman filter for data assimilation and forecasting. CoRR abs/2202.02272 (2022) - 2021
- Manhong Fan, Yulong Bai, Lili Wang, Lin Ding:
Combining a Fully Connected Neural Network With an Ensemble Kalman Filter to Emulate a Dynamic Model in Data Assimilation. IEEE Access 9: 144952-144964 (2021) - Gabriel Moldovan, Guillaume Lehnasch, Laurent Cordier, Marcello Meldi:
A multigrid/ensemble Kalman filter strategy for assimilation of unsteady flows. J. Comput. Phys. 443: 110481 (2021) - Juan Zhao, Chengwu Zhao, Hongze Leng, Junqiang Song, Zhilin Wang:
Exploring Assimilation Order to Improve Assimilation with Serial Ensemble Kalman Filter. J. Circuits Syst. Comput. 30(4): 2150068:1-2150068:23 (2021) - Truong-Vinh Hoang, Sebastian Krumscheid, Hermann G. Matthies, Raúl Tempone:
Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation. CoRR abs/2106.07908 (2021) - 2020
- Yize Li, Hong Shu, B. G. Mousa, Zhenhang Jiao:
Novel Soil Moisture Estimates Combining the Ensemble Kalman Filter Data Assimilation and the Method of Breeding Growing Modes. Remote. Sens. 12(5): 889 (2020) - Gabriel Moldovan, Guillaume Lehnasch, Laurent Cordier, Marcello Meldi:
A multigrid/ensemble Kalman Filter strategy for assimilation of unsteady flows. CoRR abs/2012.10091 (2020) - (Withdrawn) Ensemble Kalman Filter with perturbed observations in weather forecasting and data assimilation. CoRR abs/2004.04275 (2020)
- 2019
- Sami A. Malek, Alexandre M. Bayen, Steven D. Glaser:
Daily Data Assimilation of a Hydrologic Model Using the Ensemble Kalman Filter. CoRR abs/1912.03861 (2019) - 2018
- Zhiwen Deng, Chuangxin He, Xin Wen, Yingzheng Liu:
Recovering turbulent flow field from local quantity measurement: turbulence modeling using ensemble-Kalman-filter-based data assimilation. J. Vis. 21(6): 1043-1063 (2018) - 2017
- Liyuan Wang, Jingfeng Huang, Ping Gao, Hongyan Wu:
Estimating winter wheat yield by assimilation of MODIS LAI into WOFOST model with Ensemble Kalman Filter. Agro-Geoinformatics 2017: 1-5 - Thayjes Srivas, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas:
Data Assimilation of Wildfires with Fuel Adjustment Factors in farsite using Ensemble Kalman Filtering*. ICCS 2017: 1572-1581 - 2016
- Marco Berardi, Andrea Andrisani, Luciano Lopez, Michele Vurro:
A new data assimilation technique based on ensemble Kalman filter and Brownian bridges: An application to Richards' equation. Comput. Phys. Commun. 208: 43-53 (2016) - Thayjes Srivas, Tomàs Artés, Raymond A. de Callafon, Ilkay Altintas:
Wildfire Spread Prediction and Assimilation for FARSITE Using Ensemble Kalman Filtering. ICCS 2016: 897-908 - 2014
- Tarkeshwar Singh, Rashmi Mittal, H. C. Upadhyaya:
Ensemble Adjustment Kalman Filter Data Assimilation for a Global Atmospheric Model. DyDESS 2014: 284-298 - Laura Slivinski, Elaine Spiller, Amit Apte:
A Hybrid Particle-Ensemble Kalman Filter for High Dimensional Lagrangian Data Assimilation. DyDESS 2014: 263-273 - Xiaoyong Xu, Jonathan Li, Bryan A. Tolson, Ralf M. Staebler, Frank Seglenieks, Bruce Davison, Amin Haghnegahdar, Eric D. Soulis:
Assimilation of SMOS soil moisture in the MESH model with the ensemble Kalman filter. IGARSS 2014: 3766-3769 - 2013
- Yan Chen:
Ensemble Kalman filter for data assimilation. Comput. Geosci. 55: 1-2 (2013) - Hongyuan Ma, Jianxi Huang, Dehai Zhu, Junming Liu, Wei Su, Chao Zhang, Jinlong Fan:
Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST-ACRM model with Ensemble Kalman Filter. Math. Comput. Model. 58(3-4): 759-770 (2013) - Yasumasa Miyazawa, Hiroshi Murakami, Toru Miyama, Sergey M. Varlamov, Xinyu Guo, Takuji Waseda, Sourav Sil:
Data Assimilation of the High-Resolution Sea Surface Temperature Obtained from the Aqua-Terra Satellites (MODIS-SST) Using an Ensemble Kalman Filter. Remote. Sens. 5(6): 3123-3139 (2013) - 2012
- Xiaoli Li, Zhen-Long Du, Li-Xin Jiao, Kangkang Shen:
Data assimilation by coupling uncertain support vector machine with ensemble Kalman filter. ICMLC 2012: 22-27 - 2011
- Oscar Mauricio Agudelo, Oscar Barrero, Viaene Peter, Bart De Moor:
Assimilation of ozone measurements in the air quality model AURORA by using the Ensemble Kalman Filter. CDC/ECC 2011: 4430-4435 - 2009
- Jan Mandel, Jonathan D. Beezley:
An Ensemble Kalman-Particle Predictor-Corrector Filter for Non-Gaussian Data Assimilation. ICCS (2) 2009: 470-478 - 2008
- Martin De Kauwe, Tristan Quaife, Philip Lewis, Mathias Disney, Mathew Williams:
Estimating the Spatial Exchange of Carbon through the Assimilation of Earth Observation Derived Products using an Ensemble Kalman Filter. IGARSS (3) 2008: 1044-1047 - Ravi Vadapalli, Ping Luo, Taesung Kim, Ajitabh Kumar, Shameem Siddiqui:
Demonstration of grid-enabled ensemble Kalman Filter data assimilation methodology for reservoir characterization. Mardi Gras Conference 2008: 37
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