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Assessment of snow simulation using Noah-MP land surface model forced by various precipitation sources in the Central Tianshan Mountains, Central Asia
期刊论文
ATMOSPHERIC RESEARCH, 2024, 卷号: 300, 页码: 17
作者:
Yang, Tao
;
Chen, Xi
;
Hamdi, Rafiq
;
Li, Qian
;
Cui, Fengqi
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浏览/下载:84/0
  |  
提交时间:2024/04/19
Snow simulation
Precipitation sources
Land surface model
Convection-permitting modeling
Tianshan Mountains
Developing a Data-Driven Transfer Learning Model to Locate Tropical Cyclone Centers on Satellite Infrared Imagery
期刊论文
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2023, 卷号: 40, 期号: 12, 页码: 1417-1430
作者:
Wang, Chong
;
Li, Xiaofeng
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浏览/下载:0/0
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提交时间:2024/04/07
Tropical cyclones
Remote sensing
Deep learning
Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model
期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
作者:
Zhao, Yizhi
;
Qi, Jifeng
;
Zhu, Shanliang
;
Jia, Wentao
;
Gong, Xiang
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浏览/下载:0/0
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提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Decreasing surface chlorophyll in the tropical ocean as an indicator of anthropogenic greenhouse effect during 1998-2020
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2023, 卷号: 18, 期号: 8, 页码: 12
作者:
Tian, Feng
;
Zhang, Rong-Hua
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浏览/下载:0/0
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提交时间:2023/12/13
surface chlorophyll
anthropogenic greenhouse emissions
internal variability
tropical ocean
interdecadal Pacific variability (IPV)
Atlantic multidecadal variability (AMV)
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Ren, Yibin
;
Li, Xiaofeng
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  |  
浏览/下载:1/0
  |  
提交时间:2023/12/13
Predictive models
Atmospheric modeling
Sea ice
Numerical models
Arctic
Ocean temperature
Data models
Deep learning
Pan-Arctic
physically constrained loss function
sea ice concentration (SIC) prediction
subseasonal scale
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:
Zhang, Xudong
;
Li, Xiaofeng
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浏览/下载:18/0
  |  
提交时间:2023/01/04
Internal solitary wave
Phase speed
Machine learning
Remote sensing
Oceanic internal wave amplitude retrieval from satellite images based on a data-driven transfer learning model
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 272, 页码: 15
作者:
Zhang, Xudong
;
Wang, Haoyu
;
Wang, Shuo
;
Liu, Yanliang
;
Yu, Weidong
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浏览/下载:21/0
  |  
提交时间:2022/04/12
Internal wave
Amplitude
Transfer learning
Remote sensing
In-situ measurement
Laboratory experiment
Spaceborne tropospheric nitrogen dioxide (NO2) observations from 2005-2020 over the Yangtze River Delta (YRD), China: variabilities, implications, and drivers
期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2022, 卷号: 22
作者:
Yin, Hao
;
Sun, Youwen
;
Notholt, Justus
;
Palm, Mathias
;
Liu, Cheng
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  |  
浏览/下载:20/0
  |  
提交时间:2022/05/05
A Data-Driven Deep Learning Model for Weekly Sea Ice Concentration Prediction of the Pan-Arctic During the Melting Season
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 19
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Zhang, Wenhao
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  |  
浏览/下载:15/0
  |  
提交时间:2022/07/18
Deep fully convolutional networks (FCNs)
recursively predicting
satellite-derived sea ice concentration (SIC)
SIC prediction
temporal-spatial attention
耦合地表方向反射特性的城市地区气溶胶光学厚度遥感反演
期刊论文
遥感学报, 2022, 卷号: 26, 期号: 11, 页码: 2219-2233
作者:
田信鹏
;
高志强
;
刘强
;
王德
;
王跃启
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  |  
浏览/下载:0/0
  |  
提交时间:2024/01/26
气溶胶光学厚度
地表方向反射
核驱动模型
MODIS
Landsat 8 OLI
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