中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究所 [8]
数学与系统科学研究院 [3]
地质与地球物理研究所 [1]
海洋研究所 [1]
自动化研究所 [1]
沈阳自动化研究所 [1]
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OAI收割 [16]
内容类型
期刊论文 [14]
会议论文 [2]
发表日期
2025 [3]
2023 [1]
2022 [1]
2021 [3]
2020 [3]
2019 [1]
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学科主题
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Runoff Forecast Model Integrating Time Series Decomposition and Deep Learning for the Short Term: A Case Study in the Weihe River Basin, China
期刊论文
OAI收割
WATER, 2025, 卷号: 17, 期号: 18, 页码: 2718
作者:
Ma, Ruijia
;
An, Qiang
;
Liu, Liu
;
Cheng, Yongming
;
Liu, Xingcai
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
runoff forecasting
Convolutional Long Short-Term Memory
Seasonal-Trend decomposition using Loess
Variational Mode Decomposition
segmented decomposition sampling
multi-input neural network
An Improved Hybrid GC-LSTM Framework for Hourly Nowcasting of Ground-Level NO
2
Concentrations Over Beijing-Tianjin-Hebei Region
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 14
作者:
Han, Zongfu
;
Fan, Meng
;
Song, Shipeng
;
Liang, Xiaoxia
;
Song, Meina
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2025/03/03
Atmospheric modeling
Monitoring
Predictive models
Satellites
Long short term memory
Forecasting
Accuracy
Air pollution
Spatial resolution
Graphical models
Grained cascade forest (gcForest)
ground-level nitrogen dioxide (NO2)
long short-term memory (LSTM)
nowcasting
tropospheric monitoring instrument (TROPOMI)
Precipitation Nowcasting Based on Radar Echo Images via Multiscale Spatiotemporal LSTM
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 5105614
作者:
Wang, Yueting
;
Yao, Ling
;
Jiang, Hou
;
Liu, Tang
;
Lu, Yuxiang
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/08/21
Spatiotemporal phenomena
Precipitation
Radar
Long short term memory
Predictive models
Radar imaging
Forecasting
Extrapolation
Feature extraction
Convolution
Deep learning (DL)
long short-term memory (LSTM)
multiscale spatiotemporal ((MST)-T-2) feature
precipitation nowcasting
radar echo extrapolation
Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
期刊论文
OAI收割
ENERGY, 2023, 卷号: 263, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Yanzhao
;
Sun, Shaolong
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
OAI收割
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:102/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 10, 页码: 6365-6383
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/09/21
Roads
Predictive models
Spatiotemporal phenomena
Adaptation models
Forecasting
Vehicle dynamics
Partitioning algorithms
Dynamic spatiotemporal k-nearest neighbor model
short-term traffic forecasting
spatiotemporal pattern
temporal non-stationarity
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 10, 页码: 6365-6383
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/09/21
Roads
Predictive models
Spatiotemporal phenomena
Adaptation models
Forecasting
Vehicle dynamics
Partitioning algorithms
Dynamic spatiotemporal k-nearest neighbor model
short-term traffic forecasting
spatiotemporal pattern
temporal non-stationarity
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:
Xiurui Hou
;
Kai Wang
;
Cheng Zhong
;
Zhi Wei
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2021/04/09
Graph convolution network
long-short term memory network
stock market forecasting
variational autoencoder (VAE)
Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting
期刊论文
OAI收割
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
作者:
Zhang, Guowei
;
Liu, Da
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/04/26
Causal convolutional network
Gated recurrent unit
Multiple decomposition methods
Short-term wind speed forecasting
An Approach for Filter Divergence Suppression in a Sequential Data Assimilation System and Its Application in Short-Term Traffic Flow Forecasting
期刊论文
OAI收割
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 6, 页码: 16
作者:
Tong, Xiaohua
;
Wang, Runjie
;
Shi, Wenzhong
;
Li, Zhiyuan
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2020/09/28
sequential data assimilation system
filter divergence
gain matrix
L-1-norm constrained
short-term traffic flow forecasting