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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... [30]
自动化研究所 [27]
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OAI收割 [111]
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期刊论文 [103]
会议论文 [8]
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2026 [1]
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Daily Runoff Forecasting in the Middle Yangtze River Using a Long Short-Term Memory Network Optimized by the Sparrow Search Algorithm
期刊论文
OAI收割
WATER, 2026, 卷号: 18, 期号: 3, 页码: 364
作者:
Zhang, Qi
;
Dong, Yaoyao
;
Zhan, Chesheng
;
Wang, Yueling
;
Wang, Hongyan
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/03/16
runoff prediction
Long Short-Term Memory (LSTM)
Sparrow Search Algorithm (SSA)
hyperparameter optimization
middle reaches of the Yangtze River
Jiujiang Station
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
Model predictive control based on LSTM neural network for maglev vehicle' suspension system
期刊论文
OAI收割
ACTA MECHANICA SINICA, 2025, 卷号: 42, 期号: 5, 页码: 14
作者:
Liu MJ(刘梦娟)
;
Wu H(吴晗)
;
Liang, Xin
;
Liu, Jiali
;
Ceng XH(曾晓辉)
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2025/09/29
Maglev vehicle
Suspension system
Model predictive control
Long short-term memory neural network
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:61/0
  |  
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:27/0
  |  
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:136/0
  |  
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: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)
Assessing Potential of Multisource Satellite Data and Machine Learning Models for Cropland Soil Organic Carbon Prediction in Plateau Lake Basin
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4418119
作者:
Ji, Xinran
;
Tang, Bo-Hui
;
Huang, Liang
;
Chen, Guokun
;
Zhu, Xinming
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
Lakes
Biological system modeling
Predictive models
Soil properties
Remote sensing
Monitoring
Long short term memory
Data models
Vegetation mapping
Satellites
Cropland
machine learning (ML)
plateau lake basin
remote sensing (RS)
soil organic carbon (SOC)
soil-pedogenic model
vegetation phenology
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
Complex Landscape Rice Extraction Using Integrated Sentinel-2 Spectral-Temporal-Spatial Imagery and a Hybrid Deep Learning Architecture
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 21
作者:
Liu, Tianjiao
;
Duan, Si-Bo
;
Liu, Niantang
;
Zhang, Youzhi
;
Chen, Jiankui
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/10/14
Feature extraction
Crops
Accuracy
Remote sensing
Transformers
Data mining
Training
Long short term memory
Data models
Vegetation mapping
Active learning
hybrid deep learning model
rice extraction
Sentinel-2 spectral-temporal-spatial imagery