基于尺度空间理论和地统计学的数据同化观测误差研究

41861047
2018
D0113.遥感科学
摆玉龙
地区科学基金项目
教授
西北师范大学
40万元
模型-观测同化;数据同化;误差传播;同化策略
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Fuzzy First-Order Transition-Rules-Trained Hybrid Forecasting System for Short-TermWind Speed Forecasts 期刊论文 摆玉龙;唐丽红;范满红;马小艳;杨阳
2 Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction 期刊论文 刘名得;丁琳;摆玉龙
3 Assessing Noah‐MP Parameterization Sensitivity and Uncertainty Interval Across Snow Climates 期刊论文 尤元红;黄春林;杨宗亮;张颖;摆玉龙;顾娟
4 A Comparative Study of Localization Method in EnkF Data Assimilation 会议论文 摆玉龙;马小艳;唐丽红
5 An improved sparse identification of nonlinear dynamics with Akaike information criterion and group sparsity 期刊论文 董鑫;摆玉龙;路亚妮;范满红
6 基于变分模态分解的机器学习模型择优风速预测系统 期刊论文 摆玉龙;路亚妮;刘名得
7 Predicting short wind speed with a hybrid model based on a piecewise error correction methid and Elman neural network 期刊论文 丁琳;摆玉龙;刘名得;范满红;杨杰
8 动态多目标优化进化算法研究进展 期刊论文 马永杰;陈敏;龚影;程时升;王甄延
9 Double-layer staged training echo-state networks for wind speed prediction using variational mode decomposition 期刊论文 摆玉龙;刘名得;丁琳;马永杰
10 Secondary factor induced wind speed time-series prediction using self-adaptive interval type-2 fuzzy sets with error correction 期刊论文 Lu Ya-Ni;Bai Yu-Long;Tang Li-Hong;Wan Wen-Di;Ma Yong-Jie
11 Combining a Fully Connected Neural Network With an Ensemble Kalman Filter to Emulate a Dynamic Model in Data Assimilation 期刊论文 范满红;摆玉龙;王丽丽;丁琳
12 A hybrid prediction method based on empirical mode decomposition and multiple model fusion for chaotic time series 期刊论文 唐丽红;摆玉龙;杨杰;路亚妮
13 Differential evolution algorithm-based multiple-factor optimization methods for data assimilation 期刊论文 摆玉龙;王笛;王一朝;常明恒
14 Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction 期刊论文 星文燕;摆玉龙;丁琳;余青何;宋巍
15 Estimating Observation Error Statistics Using a Robust Filter Method for Data Assimilation 会议论文 王月;摆玉龙
16 A multi-population differential evolution with best-random mutation strategy for large-scale global optimization 期刊论文 马永杰;摆玉龙
17 变分数据同化方法中背景误差协方差矩阵的统计特性研究 期刊论文 摆玉龙;孟若玉;马真东;柴乾隆
18 Short-term wind speed forecasting using recurrent neural networks with error correction 期刊论文 段济开;左洪超;摆玉龙;段济正;常明恒
19 一种新的基于模糊分析观测信息的局地化方法 期刊论文 马小艳;摆玉龙;唐丽红;王月;李珊珊
20 A Fuzzy-Logic-Based Covariance Localization Method in Data Assimilation 期刊论文 摆玉龙;马小艳;丁琳
21 Application of Fuzzy Control to Observational Error Covariance Matrices for Data Assimilation 会议论文 摆玉龙;常明恒;徐宝兄;马永杰
22 IMPROVED MULTI-POPULATION DIFFERENTIAL EVOLUTION FOR LARGE-SCALE GLOBAL OPTIMIZATION 期刊论文 马永杰;朱琳;摆玉龙
23 Coupling the K-nearest neighbors and locally weighted linear regression with ensemble Kalman filter for data-driven data assimilation 期刊论文 范满红;摆玉龙;王丽丽;唐丽红;丁琳
24 观测误差协方差估计下的集合鲁棒滤波数据同化方法 期刊论文 王月;摆玉龙;王笛
25 Serial-parallel dynamic echo state network: A hybrid dynamic model based on a chaotic coyote optimization algorithm for wind speed prediction 期刊论文 丁琳;摆玉龙;范满红;余青何;朱雅婕;陈逍遥
26 An Improved Data Assimilation Localization Method based on Fuzzy Logic Control 会议论文 摆玉龙;Irtaza SHAHID;马小艳;王月
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