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Tropical Cyclone Intensity Estimation From Geostationary Satellite Imagery Using Deep Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Wang, Chong
;
Zheng, Gang
;
Li, Xiaofeng
;
Xu, Qing
;
Liu, Bin
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/02/18
Estimation
Ocean temperature
Clouds
Tropical cyclones
Cyclones
Training
Geostationary satellites
Convolutional neural network (CNN)
deep learning
remote sensing
tropical cyclone (TC)
Variation of intra-daily instantaneous FAPAR estimated from the geostationary Himawari-8 AHI data
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 17
作者:
Zhang, Yinghui
;
Fang, Hongliang
;
Wang, Yao
;
Li, Sijia
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/11/05
Himawari-8 AHI
FAPAR
Intra-day
Radiative transfer model
Validation
Potential Associations between Low-Level Jets and Intraseasonal and Semi-Diurnal Variations in Coastal Chlorophyll-A over the Beibuwan Gulf, South China Sea
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 19
作者:
Liu, Shuhong
;
Tang, Danling
;
Yan, Hong
;
Ning, Guicai
;
Liu, Chengcheng
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2021/12/06
chlorophyll-a
sea surface temperature
low-level jets
intraseasonal and semi-diurnal scales
Beibuwan Gulf
Himawari-8
Estimation of shortwave solar radiation using the artificial neural network from Himawari-8 satellite imagery over China
期刊论文
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2020, 卷号: 240, 页码: 8
作者:
Peng, Zhong
;
Letu, Husi
;
Wang, Tianxing
;
Shi, Chong
;
Zhao, Chuanfeng
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  |  
浏览/下载:8/0
  |  
提交时间:2020/05/19
Surface shortwave radiation
Artificial neural network
Geostationary satellite
Empirical orthogonal function
Two-stage model for estimating the spatiotemporal distribution of hourly PM1.0 concentrations over central and east China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 675
作者:
Wang, Wei
;
Mao, Feiyue
;
Zou, Bin
;
Guo, Jianping
;
Wu, Lixin
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Hourly
PM1.0
LME
Bagged tree
Himawari-8
Ground-level PM2.5 estimation over urban agglomerations in China with high spatiotemporal resolution based on Himawari-8
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 676
作者:
Zhang, Taixin
;
Zang, Lin
;
Wan, Youchuan
;
Wang, Wei
;
Zhang, Yi
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Himawari-8 AOD
Hourly PM2.5
Linear mixed-effects model
Spatiotemporal variation
Evaluation of the Himawari-8 Shortwave Downward Radiation (SWDR) Product and its Comparison With the CERES-SYN, MERRA-2, and ERA-Interim Datasets
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 2
作者:
Yu, Yuechi
;
Shi, Jiancheng
;
Wang, Tianxing
;
Letu, Husi
;
Yuan, Pengfei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/05
Clouds and the Earth's Radiant Energy System Synoptic (CERES-SYN)
ERA-Interim
evaluation
Himawari-8
land surface shortwave downward radiation (SWDR)
Modern-Era Retrospective Analysis for Research and Applications
Version 2 (MERRA-2)
Generation and Evaluation of LAI and FPAR Products from Himawari-8 Advanced Himawari Imager (AHI) Data
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 13
作者:
Chen, Yepei
;
Sun, Kaimin
;
Chen, Chi
;
Bai, Ting
;
Park, Taejin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Leaf area index (LAI)
fraction of photosynthetically active radiation (FPAR)
artificial neural networks (ANNs)
Himawari-8 Advanced Himawari Imager (AHI)
normalized difference vegetation index (NDVI)
moderate resolution imaging spectroradiometer (MODIS)
Estimation of spatiotemporal PM1.0 distributions in China by combining PM2.5 observations with satellite aerosol optical depth
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 658
作者:
Zang, Lin
;
Mao, Feiyue
;
Guo, Jianping
;
Wang, Wei
;
Pan, Zengxin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/06
Aerosol optical depth
Air pollution
Himawari-8
Neural network
PM1.0
Evaluating Aerosol Optical Depth From Himawari-8 With Sun Photometer Network
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 卷号: 124, 期号: 10
作者:
Wang, Wei
;
Mao, Feiyue
;
Pan, Zengxin
;
Gong, Wei
;
Yoshida, Mayumi
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
aerosol
Himawari
MODIS
AERONET
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