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科研机构
兰州理工大学 [6]
内容类型
期刊论文 [4]
会议论文 [2]
发表日期
2021 [1]
2020 [4]
2019 [1]
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Hourly solar irradiance prediction using deep BiLSTM network
期刊论文
EARTH SCIENCE INFORMATICS, 2021, 卷号: 14, 期号: 1, 页码: 299-309
作者:
Li, Cong
;
Zhang, Yaonan
;
Zhao, Guohui
;
Ren, Yanrun
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2021/10/14
Deep learning
Irradiance prediction
Meteorological parameters
BiLSTM
Climates
A data fusion modeling framework for retrieval of land surface temperature from landsat8 and modis data
会议论文
作者:
Zhao, Guohui
;
Zhang, Yaonan
;
Tan, Junlei
;
Li, Cong
;
Ren, Yanrun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/12/18
Atmospheric temperature
Climate change
Critical current density (superconductivity)
Data fusion
Image resolution
Mean square error
Radiometers
Surface measurement
Surface propertiesComplementary characteristics
Environmental change
Index of agreements
Root mean square errors
Spatial and temporal resolutions
Spatio-temporal dataset
Structural similarity indices (SSIM)
Temporal information
A data fusion modeling framework for retrieval of land surface temperature from landsat8 and modis data
期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 15, 页码: 1-23
作者:
Zhao, Guohui
;
Zhang, Yaonan
;
Tan, Junlei
;
Li, Cong
;
Ren, Yanrun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/11/14
Atmospheric temperature
Climate change
Critical current density (superconductivity)
Data fusion
Image resolution
Mean square error
Radiometers
Surface measurement
Surface properties
Complementary characteristics
Environmental change
Index of agreements
Root mean square errors
Spatial and temporal resolutions
Spatio-temporal dataset
Structural similarity indices (SSIM)
Temporal information
Modeling Hourly Soil Temperature Using Deep BiLSTM Neural Network
期刊论文
ALGORITHMS, 2020, 卷号: 13, 期号: 7
作者:
Li, Cong
;
Zhang, Yaonan
;
Ren, Xupeng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
soil temperature
machine learning
weather forecasting data
BiLSTM
soil depths
Modeling hourly soil temperature using deep BiLSTM neural network
期刊论文
Algorithms, 2020, 卷号: 13, 期号: 7
作者:
Li, Cong
;
Zhang, Yaonan
;
Ren, Xupeng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/11/14
Agricultural robots
Agriculture
Climate models
Deep neural networks
Mean square error
Neural networks
Soils
Temperature
Time series analysis
Agricultural productions
Biogeochemical models
Coefficient of determination
Correlation analysis
Geothermal development
Machine learning models
Meteorological parameters
Root mean square errors
Deep Learning with Long Short-Term Memory Networks for Air Temperature Predictions
会议论文
Dublin, Ireland, October 17, 2019 - October 19, 2019
作者:
Li, Cong
;
Zhang, Yaonan
;
Zhao, Guohui
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/11/15
Agricultural robots
Agriculture
Atmospheric temperature
Brain
Decision trees
Deep learning
Deep neural networks
Forecasting
Manufacture
Random forests
Agricultural productions
Air temperature
Meteorological variables
Prediction accuracy
Process temperature
Short term memory
Temperature prediction
Time-series data
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