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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High-Precision Microscale Particulate Matter Prediction in Diverse Environments Using a Long Short-Term Memory Neural Network and Street View Imagery
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2024
作者:
Liu, Xiansheng
;
Zhang, Xun
;
Wang, Rui
;
Liu, Ying
;
Hadiatullah, Hadiatullah
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/03/11
PM metrics
deep learning
LSTM
exposureassessment models
air quality
Aggravation of global maize yield loss risk under various hot and dry scenarios using multiple types of prediction approaches
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2024
作者:
Yin, Xiaomeng
;
Leng, Guoyong
;
Huang, Shengzhi
;
Peng, Jian
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/02/05
dry
hot
machine learning
maize yield loss risk
process-based models
regression
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
OAI收割
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Prediction of monthly average and extreme atmospheric temperatures in Zhengzhou based on artificial neural network and deep learning models
期刊论文
OAI收割
FRONTIERS IN FORESTS AND GLOBAL CHANGE, 2023, 卷号: 6, 页码: 1249300
作者:
Guo, Qingchun
;
He, Zhenfang
;
Wang, Zhaosheng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
extreme atmospheric temperature
artificial neural network
deep learning
CNN-GRU
CNN-LSTM
prediction
training algorithm
forest
Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation
期刊论文
OAI收割
OCEAN MODELLING, 2023, 卷号: 186, 页码: 14
作者:
Cao, Ruichen
;
Rong, Zengrui
;
Chen, Haibo
;
Liu, Yi
;
Mu, Lin
  |  
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2024/04/07
A Symphony oil spill
Pollution probability
Stochastic simulation
Uncertainty analysis
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
OAI收割
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
A short-term hybrid wind speed prediction model based on decomposition and improved optimization algorithm
期刊论文
OAI收割
FRONTIERS IN ENERGY RESEARCH, 2023, 卷号: 11, 页码: 1298088
作者:
Wang, Lu
;
Liao, Yilan
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/04
variational modal decomposition
attention
long short-term memory
salp swarm algorithm
short-term wind speed prediction
Spatio-temporal heterogeneous graph using multivariate earth observation time series: Application for drought forecasting
期刊论文
OAI收割
COMPUTERS & GEOSCIENCES, 2023, 卷号: 179, 页码: 13
作者:
Balti, Hanen
;
Ben Abbes, Ali
;
Sang, Yanfang
;
Mellouli, Nedra
;
Farah, Imed Riadh
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/10/16
Heterogeneous graphs
Spatiotemporal data
Multivariate time series
Earth observation data
Drought forecasting
Research on UT1-UTC and LOD Prediction Algorithm Based on Denoised EAM Dataset
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 19, 页码: 17
作者:
Li, Xishun
;
Wu, Yuanwei
;
Yao, Dang
;
Liu, Jia
;
Nan, Kai
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/13
UT1-UTC
LOD
EAM
GAM
LS
AR
Multiple Markov Chains for Categorial Drought Prediction on the US Drought Monitor at Weekly Scale
期刊论文
OAI收割
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2023, 卷号: 62, 期号: 10, 页码: 1415-1435
作者:
Cao, Junjun
;
Guan, Fu
;
Zhang, Xiang
;
Nam, Won-ho
;
Leng, Guoyong
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/07
Drought
Statistical techniques
Time series
Short-range prediction
Statistical forecasting