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... [11]
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期刊论文 [31]
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Significant Improvement in Soil Organic Carbon Estimation Using Data-Driven Machine Learning Based on Habitat Patches
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 4, 页码: 18
作者:
Yu, Wenping
;
Zhou, Wei
;
Wang, Ting
;
Xiao, Jieyun
;
Peng, Yao
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/04/01
soil organic carbon
clustering algorithm
machine learning
digital soil mapping
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:
Chen, Hao
;
Lin, Xingwen
;
Sun, Yibo
;
Wen, Jianguang
;
Wu, Xiaodan
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/03
Sentinel-2
albedo
data-driven machine learning algorithms
remote sensing
Calculation and prediction of sliding energy barriers by ffrst-principles combined with machine learning
期刊论文
OAI收割
Ceramics International, 2023, 期号: 49, 页码: 24752–24761
作者:
Yuan Niu
;
Yun Wang
;
Minjuan He
;
Wenhao He
;
Zhenghua Zha
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2024/01/02
First-principles calculations
Machine learning
Maximum sliding energy barrier
Elemental 2D materials
Friction
Interfacial charge transfer
Application of a Data-Driven Intelligent Information System in Infrastructure: Underwater Tunnel Case Study
期刊论文
OAI收割
JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES, 2023, 卷号: 37, 期号: 1
作者:
Tan, Xuyan
;
Chen, Weizhong
;
Yang, Jianping
;
Tan, Xianjun
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/08/02
Infrastructure
Artificial intelligence (AI)
Machine learning (ML)
Monitoring
Tunnel
A Data-Driven Rutting Depth Short-Time Prediction Model With Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1918-1932
作者:
Zhuoxuan Li
;
Iakov Korovin
;
Xinli Shi
;
Sergey Gorbachev
;
Nadezhda Gorbacheva
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/09/07
Extreme learning machine algorithm with residual correction (RELM), metaheuristic optimization
oil-gas transportation
RIOHTrack
rutting depth
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:
Zhang, Xudong
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/01/04
Internal solitary wave
Phase speed
Machine learning
Remote sensing
Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding
期刊论文
OAI收割
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11, 页码: 15
作者:
Han, Lang
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhu, Xian-Jin
;
Zhang, Wei-Kang
  |  
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2022/12/23
ecosystem respiration
eddy covariance
terrestrial ecosystem
machine learning
substrate
scale extension
Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding
期刊论文
OAI收割
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11, 页码: 15
作者:
Han, Lang
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhu, Xian-Jin
;
Zhang, Wei-Kang
  |  
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/12/23
ecosystem respiration
eddy covariance
terrestrial ecosystem
machine learning
substrate
scale extension
Data-driven based double-layer bicycle simulation model
期刊论文
OAI收割
COMPUTER ANIMATION AND VIRTUAL WORLDS, 2022, 页码: 17
作者:
Mao, Tianlu
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/12/07
bicycle simulation
data-driven
double-wheel kinematic