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地理科学与资源研究... [21]
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期刊论文 [21]
发表日期
2020 [21]
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发表日期:2020
专题:地理科学与资源研究所
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Predicting future locations of moving objects with deep fuzzy-LSTM networks
期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 卷号: 16, 期号: 1, 页码: 119-136
作者:
Li, Mingxiao
;
Lu, Feng
;
Zhang, Hengcai
;
Chen, Jie
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Location prediction
fuzzy space partition
mobile phone data
trajectory data mining
deep learning
Automatic extraction of wheat lodging area based on transfer learning method and deeplabv3+network
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 179, 页码: 8
作者:
Zhang, Dongyan
;
Ding, Yang
;
Chen, Pengfei
;
Zhang, Xiangqian
;
Pan, Zhenggao
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2021/03/15
Wheat lodging
Multiple growth stages
Deep learning
Transfer learning
DeepLabv3+network
Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke
期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16
作者:
Li, Lianfa
;
Girguis, Mariam
;
Lurmann, Frederick
;
Pavlovic, Nathan
;
McClure, Crystal
收藏
  |  
浏览/下载:123/0
  |  
提交时间:2021/03/16
PM2.5
Machine learning
Air pollution exposure
Wildfires
Remote sensing
California
High spatiotemporal resolution
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:
Zhang, Qiang
;
Wu, Shun
;
Wang, Xiangwen
;
Sun, Binzhen
;
Liu, Haimeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
PM(2.5)prediction
Multi-task deep learning
Artificial intelligence
Intensive monitoring stations
Lanzhou city
Deep learning: To better understand how human activities affect the value of ecosystem services-A case study of Nanjing
期刊论文
PLOS ONE, 2020, 卷号: 15, 期号: 10, 页码: 16
作者:
Liu, Chang
;
Qi, Yi
;
Wang, Zhenbo
;
Yu, Junlan
;
Li, Shan
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
Internal Learning for Image Super-Resolution by Adaptive Feature Transform
期刊论文
SYMMETRY-BASEL, 2020, 卷号: 12, 期号: 10, 页码: 19
作者:
He, Yifan
;
Cao, Wei
;
Du, Xiaofeng
;
Chen, Changlin
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/16
super-resolution
internal learning
feature transform
deep convolutional neural network
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
作者:
Wang, Shaofei
;
Zhou, Ji
;
Lei, Tianjie
;
Wu, Hua
;
Zhang, Xiaodong
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/03/16
land surface temperature
neural network
deep belief network
convolutional neural network
passive microwave
Quantifying the Urban Visual Perception of Chinese Traditional-Style Building with Street View Images
期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 17, 页码: 19
作者:
Zhang, Liying
;
Pei, Tao
;
Wang, Xi
;
Wu, Mingbo
;
Song, Ci
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/16
urban perception
Chinese traditional-style building
street view images
view indicator
deep learning
Multi-Scale Residual Deep Network for Semantic Segmentation of Buildings with Regularizer of Shape Representation
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 18, 页码: 21
作者:
Wang, Chengyi
;
Li, Lianfa
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/16
multiple scales
residual deep ensemble learning
regularizer
shape representation
semantic segmentation of buildings
A Deep Neural Networks Approach for Augmenting Samples of Land Cover Classification
期刊论文
LAND, 2020, 卷号: 9, 期号: 8, 页码: 17
作者:
Zhao, Chuanpeng
;
Huang, Yaohuan
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/16
sample augment
deep neural network
small size samples
land cover
object-based image analysis
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