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Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 169, 页码: 15
Authors:  Yan, Rui;  Liao, Jiaqiang;  Yang, Jie;  Sun, Wei;  Nong, Mingyue;  Li, Feipeng
Favorite  |  View/Download:0/0  |  Submit date:2021/08/19
LSTM  CNN  Forecasting  AQI  Spatiotemporal clustering  
An unsupervised learning method with convolutional auto-encoder for vessel trajectory similarity computation 期刊论文
OCEAN ENGINEERING, 2021, 卷号: 225, 页码: 16
Authors:  Liang, Maohan;  Liu, Ryan Wen;  Li, Shichen;  Xiao, Zhe;  Liu, Xin;  Lu, Feng
Favorite  |  View/Download:26/0  |  Submit date:2021/06/10
Automatic identification system (AIS)  Trajectory similarity  Trajectory clustering  Convolutional neural network (CNN)  Convolutional auto-encoder (CAE)  
Landslide Susceptibility Mapping Using Feature Fusion-Based CPCNN-ML in Lantau Island, Hong Kong 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3625-3639
Authors:  Chen, Yangyang;  Ming, Dongping;  Ling, Xiao;  Lv, Xianwei;  Zhou, Chenghu
Favorite  |  View/Download:5/0  |  Submit date:2021/06/10
Terrain factors  Numerical models  Feature extraction  Training  Statistical analysis  Geology  Reliability  Convolutional neural networks (CNNs)  landslide susceptibility mapping (LSM)  Lantau Island  remote sensing  
Estimating Land Surface Temperature from Satellite Passive Microwave Observations with the Traditional Neural Network, Deep Belief Network, and Convolutional Neural Network 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 27
Authors:  Wang, Shaofei;  Zhou, Ji;  Lei, Tianjie;  Wu, Hua;  Zhang, Xiaodong;  Ma, Jin;  Zhong, Hailing
Favorite  |  View/Download:5/0  |  Submit date:2021/03/16
land surface temperature  neural network  deep belief network  convolutional neural network  passive microwave  
Obtaining Urban Waterlogging Depths from Video Images Using Synthetic Image Data 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 6, 页码: 14
Authors:  Jiang, Jingchao;  Qin, Cheng-Zhi;  Yu, Juan;  Cheng, Changxiu;  Liu, Junzhi;  Huang, Jingzhou
Favorite  |  View/Download:1/0  |  Submit date:2021/03/23
urban flooding  waterlogging depth  video image  synthetic image data  reference object detection  convolutional neural network  
Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 16
Authors:  Zhang, Ce;  Harrison, Paula A.;  Pan, Xin;  Li, Huapeng;  Sargent, Isabel;  Atkinson, Peter M.
Favorite  |  View/Download:10/0  |  Submit date:2020/05/19
Multi-scale deep learning  Optimal scale selection  Convolutional neural network  Joint classification  Hierarchical representations  
County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 20, 页码: 21
Authors:  Sun, Jie;  Di, Liping;  Sun, Ziheng;  Shen, Yonglin;  Lai, Zulong
Favorite  |  View/Download:12/0  |  Submit date:2020/05/19
soybean  yield prediction  county-level  Google Earth Engine  CNN-LSTM  
A deep learning algorithm to estimate hourly global solar radiation from geostationary satellite data 期刊论文
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 卷号: 114, 页码: 13
Authors:  Jiang, Hou;  Lu, Ning;  Qin, Jun;  Tang, Wenjun;  Yao, Ling
Favorite  |  View/Download:12/0  |  Submit date:2020/05/19
Global solar radiation  Convolutional neural network  Deep learning  Geostationary satellite  Temporal and spatial variations  
Super-Resolution Land Cover Mapping Based on the Convolutional Neural Network 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 15, 页码: 17
Authors:  Jia, Yuanxin;  Ge, Yong;  Chen, Yuehong;  Li, Sanping;  Heuvelink, Gerard B. M.;  Ling, Feng
Favorite  |  View/Download:18/0  |  Submit date:2020/03/23
super-resolution mapping  land cover  convolutional neural network  remote sensing imagery  
A Deep Convolution Neural Network Method for Land Cover Mapping: A Case Study of Qinhuangdao, China 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 12, 页码: 16
Authors:  Hu, Yunfeng;  Zhang, Qianli;  Zhang, Yunzhi;  Yan, Huimin
Favorite  |  View/Download:28/0  |  Submit date:2019/05/23
land cover/land use  image classification  automatic mapping  accuracy evaluation  methods comparison  Landsat OLI imagery