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A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
作者:
Wang, Han
;
Mao, Kebiao
;
Yuan, Zijin
;
Shi, Jiancheng
;
Cao, Mengmeng
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Model-data-knowledge-driven
Deep learning
Geophysical logical reasoning
Expert knowledge
Spatiotemporal Drought Assessment over Sahelian Countries from 1985 to 2015
期刊论文
JOURNAL OF METEOROLOGICAL RESEARCH, 2020, 卷号: 34, 期号: 4, 页码: 760-774
作者:
Noureldeen, Nusseiba
;
Mao, Kebiao
;
Mohmmed, Alnail
;
Yuan, Zijin
;
Yang, Yanying
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/03/18
vegetation condition index (VCI)
drought
vulnerability index (VI)
Sahel region
Deep learning convolutional neural network for the retrieval of land surface temperature from AMSR2 data in China
期刊论文
Sensors (Switzerland), 2019, 卷号: 19, 期号: 13
作者:
Tan, Jiancan
;
NourEldeen, Nusseiba
;
Mao, Kebiao*
;
Shi, Jiancheng
;
Li, Zhaoliang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/23
CNN
LST retrieval
Passive microwave remote sensing
Soil moisture
Impact of Climate on Food Security in Mainland China: A New Perspective Based on Characteristics of Major Agricultural Natural Disasters and Grain Loss
期刊论文
SUSTAINABILITY, 2019, 卷号: 11
作者:
Guo, Jingpeng
;
Mao, Kebiao
;
Zhao, Yinghui
;
Lu, Zhong
;
Lu, Xiaoping
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
food security
disaster intensity index
spatio-temporal characteristics
grain losses
SPI-based analyses of drought changes over the past 60 years in China'S major crop-growing areas
期刊论文
Remote Sensing, 2018, 卷号: 10, 期号: 2
作者:
Xia, Lang
;
Zhao, Fen
;
Mao, Kebiao*
;
Yuan, Zijin
;
Zuo, Zhiyuan
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/23
Crop-growing regions
Drought
SPI
TMI data
Retrieval of Land-surface Temperature from AMSR2 Data Using a Deep Dynamic Learning Neural Network
期刊论文
Chinese Geographical Science, 2018, 卷号: 28, 期号: 1, 页码: 1-11
作者:
MAO Kebiao
;
ZUO Zhiyuan
;
SHEN Xinyi
;
XU Tongren
;
GAO Chunyu
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/23
radiometry
Advanced Microwave Scanning Radiometer 2 (AMSR2)
passive remote sensing
inverse problem
A soil moisture estimation framework based on the CART algorithm and its application in China
期刊论文
Journal of Hydrology, 2018, 卷号: 563, 页码: 65-75
作者:
Han, Jiaqi
;
Mao, Kebiao*
;
Xu, Tongren
;
Guo, Jingpeng
;
Zuo, Zhiyuan
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/23
CART
Remote sensing
Soil moisture
Soil moisture variation
Global water vapor content decreases from 2003 to 2012: An analysis based on MODIS data
期刊论文
Chinese Geographical Science, 2017, 卷号: 27, 期号: 1, 页码: 1-7
作者:
MAO Kebiao
;
CHEN Jingming
;
LI Zhaoliang
;
MA Ying
;
SONG Yang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/23
water vapor content
climate change
moderate-resolution imaging spectroradiometer (MODIS)
An Advanced Radiative Transfer and Neural Network Scheme and Evaluation for Estimating Water Vapor Content from MODIS Data
期刊论文
Atmosphere, 2017, 卷号: 8, 期号: 8, 页码: 139-
作者:
Mao, Kebiao*
;
Shen, Xinyi
;
Zuo, Zhiyuan
;
Ma, Ying
;
Liu, Guang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/23
MODIS
water vapor content
neural network
Spatio-temporal distribution of typical natural disasters and grain disaster losses in China from 1949 to 2015
期刊论文
Acta Geographica Sinica, 2017, 卷号: Vol.72 No.7, 页码: 1261-1276
作者:
Zhao Yinghui
;
Guo Jingpeng
;
Mao Kebiao
;
Xiang Yanan
;
Li Yihan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/31
ESDA
natural disaster
disaster intensity index
ESDA
grain disaster losses
q- statistic
China
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