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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... [67]
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Utilizing machine learning algorithm for finely three-dimensional delineation of soil-groundwater contamination in a typical industrial park, North China: Importance of multisource auxiliary data
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 911, 页码: 168598
作者:
Liu, Siyan
;
Yang, Xiao
;
Shi, Biling
;
Liu, Zhaoshu
;
Yan, Xiulan
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
Industrial site contamination
Three-dimensional spatial analysis
Hydrogeological features
Integrated modeling
Back propagation neural network algorithm
Mapping Multi-Depth Soil Salinity Using Remote Sensing-Enabled Machine Learning in the Yellow River Delta, China
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 24, 页码: 20
作者:
Zhang, Haoran
;
Fu, Xin
;
Zhang, Yanna
;
Qi, Zhaishuo
;
Zhang, Hengcai
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/22
spatial distribution
soil layer
soil salinization
vertical soil salinity
machine learning
Coupling uncertain patterns of climatic variables in estimating evaporation from open water bodies
期刊论文
OAI收割
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2023, 页码: 23
作者:
Nourani, Vahid
;
Sayyah-Fard, Mina
;
Zhang, Yongqiang
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/22
Pan evaporation
Coupling patterns
Partial deviations
Wavelet denoising
Ahvaz
Isfahan
Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis
期刊论文
OAI收割
Vibrational Spectroscopy, 2023, 卷号: 128
作者:
Yan, Hui
;
Fan, Wen-Hui
;
Qin, Chong
;
Jiang, Xiao-Qiang
;
Zhang, Yu-Ming
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/08
Terahertz spectroscopy
Machine learning
Multicomponent mixtures
SMMA
SVR
Development of a hybrid artificial intelligence model to predict the uniaxial compressive strength of a new aseismic layer made of rubber-sand concrete
期刊论文
OAI收割
MECHANICS OF ADVANCED MATERIALS AND STRUCTURES, 2023, 卷号: 30, 期号: 11, 页码: 2185
作者:
Mei, Xiancheng
;
Li, Chuanqi
;
Sheng, Qian
;
Cui, Zhen
;
Zhou, Jian
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/08/02
Rubber-sand concrete
uniaxial compressive strength
back propagation neural network
swarm intelligence optimization algorithm
Constructing GRACE-Based 1 km Resolution Groundwater Storage Anomalies in Arid Regions Using an Improved Machine Learning Downscaling Method: A Case Study in Alxa League, China
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 11, 页码: 2913
作者:
Wang, Jie
;
Xu, Duanyang
;
Li, Hongfei
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/07/14
groundwater storage anomalies
GRACE
spatial downscaling
time-lag effect
arid region
Fatigue life prediction based on a deep learning method for Ti-6Al-4V fabricated by laser powder bed fusion up to very-high-cycle fatigue regime
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF FATIGUE, 2023, 卷号: 172, 页码: 107645
作者:
Jia, Yinfeng
;
Fu, Rui
;
Ling, Chao
;
Shen, Zheng
;
Zheng, Liang
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/06/15
Fatigue life prediction
Deep learning method
Laser powder bed fusion
Ti-6Al-4V
Very -high -cycle fatigue
基于人工神经网络的阿拉善盟地下水储量变化与地下水位模拟研究
学位论文
OAI收割
中国科学院地理科学与资源研究所: 中国科学院大学, 2023
作者:
王杰
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/07
地下水储量变化模拟
地下水位模拟
空间降尺度
GRACE重力卫星
BP神经网络
ELoran Propagation Delay Prediction Model Based on a BP Neural Network for a Complex Meteorological Environment
期刊论文
OAI收割
SENSORS, 2023, 卷号: 23, 期号: 11, 页码: 25
作者:
Liu, Shiyao
;
Guo, Wei
;
Hua, Yu
;
Kou, Wudian
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
eLoran
meteorological factor
propagation delay prediction model
Back-Propagation neural network
Multi-source underwater DOA estimation using PSO-BP neural network based on high-order cumulant optimization
期刊论文
OAI收割
CHINA COMMUNICATIONS, 2023, 页码: 18
作者:
Chen, Haihua
;
Zhang, Jingyao
;
Jiang, Bin
;
Cui, Xuerong
;
Zhou, Rongrong
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/04
Direction-of-arrival estimation
Estimation
Neural networks
Mathematical models
Training
Covariance matrices
Biological neural networks
particle swarm optimization (PSO) algorithm
PSO-BP neural network
gaussian colored noise
multiple sources
higher-order cumulant