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
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地理科学与资源研究... [33]
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期刊论文 [120]
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Interpretable deep learning hybrid streamflow prediction modeling based on multi-source data fusion
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 196, 页码: 106796
作者:
Wang, Zhaocai
;
Ding, Cheng
;
Xu, Nannan
;
Wang, Weilong
;
Zhang, Xingxing
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/02/09
Streamflow prediction
Deep learning
Feature extraction
Mode decomposition
Nonlinear integration
Interpretability
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:1/0
  |  
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
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
Interpretable multi-step hybrid deep learning model for karst spring discharge prediction: Integrating temporal fusion transformers with ensemble empirical mode decomposition
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2024, 卷号: 645, 页码: 11
作者:
Zhou, Renjie
;
Wang, Quanrong
;
Jin, Aohan
;
Shi, Wenguang
;
Liu, Shiqi
  |  
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2025/02/06
Temporal Fusion Transformers (TFT)
Transformers
Ensemble Empirical Mode Decomposition
(EEMD)
Deep learning
Rainfall-runoff relationship
Karst Hydrology
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:32/0
  |  
提交时间:2024/12/04
landslide
displacement
prediction
deformation model
variational mode decomposition
self-attention
long short-term memory
Scientific preparation for JRT: Wind pressure prediction model for large radio telescope based on real data from multi-sensors
期刊论文
OAI收割
HELIYON, 2024, 卷号: 10, 期号: 18
作者:
Wu, Rui
;
Cao, Zhong
;
Wang, Feng
;
Rao, Rui
;
Huang YX(黄玉祥)
  |  
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2024/09/30
Wind pressure prediction
Large radio telescope
Variational mode decomposition
Pointing accuracy
Multi-sensors
Landslide displacement prediction with step-like curve based on convolutional neural network coupled with bi-directional gated recurrent unit optimized by attention mechanism
期刊论文
OAI收割
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 卷号: 133, 页码: 21
作者:
Meng, Shaoqiang
;
Shi, Zhenming
;
Peng, Ming
;
Li, Gang
;
Zheng, Hongchao
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2025/06/27
Landslide monitoring
Baishuihe landslide
Complementary ensemble empirical mode
decomposition with adaptive noise
Machine learning
Deep learning
Nonlinear weighted huber loss function
Estimation of soil water storage according to its multi-scale correlations with environmental factors
期刊论文
OAI收割
SOIL & TILLAGE RESEARCH, 2024, 卷号: 238, 页码: 11
作者:
Li, Xuezhang
;
Shao, Ming 'an
;
Hu, Wei
;
Xu, Xianli
;
Wang, Kelin
  |  
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2024/04/01
Soil moisture estimation
Multivariate empirical mode decomposition
Nonlinear process
Intrinsic mode functions
Soil moisture condition
Asynchronous changes in terrestrial near-surface wind speed among regions across China from 1973 to 2017
期刊论文
OAI收割
ATMOSPHERIC RESEARCH, 2024, 卷号: 300, 页码: 13
作者:
Chuan, Ting
;
Wu, Jian
;
Zha, Jinlin
;
Zhao, Deming
;
Shen, Cheng
  |  
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2024/03/04
Near-surface wind speed
Asynchronous changes
Large-scale circulations
Ensemble empirical mode decomposition
China
Seismic Signal Analysis Based on Adaptive Variational Mode Decomposition for High-speed Rail Seismic Waves
期刊论文
OAI收割
APPLIED GEOPHYSICS, 2023, 页码: 14
作者:
Lei, Yang
;
Liu, Lu
;
Bai, Wen-lei
;
Feng, Hai-xin
;
Wang, Zhi-yang
  |  
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2024/01/09
High-speed rail seismic signal
Variational mode decomposition (VMD)
Optimization algorithm
Time-frequency analysis