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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究... [42]
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期刊论文 [187]
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Improving trans-regional hydrological modelling by combining LSTM with big hydrological data
期刊论文
OAI收割
JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2025, 卷号: 58, 页码: 102257
作者:
Tang, Senlin
;
Sun, Fubao
;
Zhang, Qiang
;
Singh, Vijay P.
;
Feng, Yao
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/04/21
Hydrological modelling
Ungauged basins
Long short-term memory
Global hydrological models
Model migration
Assessing the effectiveness of long short-term memory and artificial neural network in predicting daily ozone concentrations in Liaocheng City
期刊论文
OAI收割
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 6798
作者:
Guo, Qingchun
;
He, Zhenfang
;
Wang, Zhaosheng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/04/21
Artificial neural network
Long short-term memory
Deep Learning
Ozone
A new method for the rapid identification of external water types in rainwater pipeline networks using UV-Vis absorption spectroscopy
期刊论文
OAI收割
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2025, 卷号: 324
作者:
Chen, Xiaowei
;
Zhao, Nanjing
;
Zhu, Wanjiang
;
Yin, Gaofang
;
Jia, Renqing
  |  
收藏
  |  
浏览/下载:91/0
  |  
提交时间:2024/11/20
UV-Vis absorption spectroscopy
Generative Adversarial Network
Multiplicative scatter correction
Variational mode decomposition
Long short-term memory
Rapid identification
External water types in rainwater
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:2/0
  |  
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)
A Novel Approach for State of Health Estimation and Remaining Useful Life Prediction of Supercapacitors Using an Improved Honey Badger Algorithm Assisted Hybrid Neural Network
期刊论文
OAI收割
PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2024, 卷号: 9, 期号: 6, 页码: 1-18
作者:
Yi, Zhenxiao
;
Wang, Shi
;
Li, Zhaoting
;
Wang, Licheng
;
Wang, Kai
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
Accuracy
Recurrent neural networks
Computational modeling
Time series analysis
Predictive models
Supercapacitors
Feature extraction
Prediction algorithms
Convolutional neural networks
Long short term memory
state of health
re-maining useful life
honey badger algorithm
recurrent dropout
Landslide Deformation Analysis and Prediction with a VMD-SA-LSTM Combined Model
期刊论文
OAI收割
WATER, 2024, 卷号: 16, 期号: 20, 页码: 19
作者:
Wen, Chengzhi
;
Tian, Hongling
;
Zeng, Xiaoyan
;
Xia, Xin
;
Hu, Xiaobo
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/12/04
landslide
displacement
prediction
deformation model
variational mode decomposition
self-attention
long short-term memory
A Performance Comparison Study on Climate Prediction in Weifang City Using Different Deep Learning Models
期刊论文
OAI收割
WATER, 2024, 卷号: 16, 期号: 19, 页码: 20
作者:
Guo, Qingchun
;
He, Zhenfang
;
Wang, Zhaosheng
;
Qiao, Shuaisen
;
Zhu, Jingshu
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/12/30
artificial intelligence
neural network
gate recurrent unit
long short-term memory
convolutional neural network
average atmospheric temperature
precipitation
An Unsupervised Long- and Short-Term Sparse Graph Neural Network for Multisensor Anomaly Detection
期刊论文
OAI收割
IEEE SENSORS JOURNAL, 2024, 卷号: 24, 期号: 14, 页码: 23088-23097
作者:
Miao, Qiucheng
;
Wang, Dandan
;
Xu, Chuanfu
;
Zhan, Jun
;
Wu, Chengkun
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/12/06
Sensors
Anomaly detection
Time series analysis
Sensor systems
Graph neural networks
Correlation
Sensor fusion
Graph neural network (GNN)
long-term
short-term
skip-gate recurrent unit (skip-GRU)
Water quality prediction based on sparse dataset using enhanced machine learning
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY, 2024, 卷号: 20, 页码: 100402
作者:
Huang, Sheng
;
Xia, Jun
;
Wang, Yueling
;
Lei, Jiarui
;
Wang, Gangsheng
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/06/17
Water quality modeling
Sparse measurement
River -lake confluence
Long short-term memory
Load estimator
Machine learning
Hierarchical Attention Network for Open-Set Fine-Grained Image Recognition
期刊论文
OAI收割
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 5, 页码: 3891-3904
作者:
Sun, Jiayin
;
Wang, Hong
;
Dong, Qiulei
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/07/22
Transformers
Feature extraction
Task analysis
Image recognition
Training
Visualization
Computer vision
Open-set fine-grained image recognition
hierarchical attention
long-short term memory