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Learning transferable cross-modality representations for few-shot hyperspectral and LiDAR collaborative classification
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 126, 页码: 11
作者:
Dai, Mofan
;
Xing, Shuai
;
Xu, Qing
;
Wang, Hanyun
;
Li, Pengcheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/02/26
Multimodal remote sensing data
Meta-learning
Few-shot learning
Cross-modality feature learning
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:
Dong, Lin
;
Qi, Jifeng
;
Yin, Baoshu
;
Zhi, Hai
;
Li, Delei
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  |  
浏览/下载:25/0
  |  
提交时间:2022/11/11
machine learning
ocean subsurface salinity structure
South China Sea
satellite remote sensing data
Soil Salinity Inversion Model of Oasis in Arid Area Based on UAV Multispectral Remote Sensing
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 8
作者:
Zhao, Wenju
;
Zhou, Chun
;
Zhou, Changquan
;
Ma, Hong
;
Wang, Zhijun
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/06/20
Agriculture
Antennas
Arid regions
Decision trees
Food supply
Mean square error
Neural networks
Soil surveys
Soils
Statistical tests
Support vector machines
Unmanned aerial vehicles (UAV)
Vegetation
Arid area
Inversion models
Multi-spectral image data
Multispectral remote sensing
Remote sensing inversion model
Remote-sensing
Soil salinity
Soil salinization
Soil salt content
Soil salts
Prediction of Vertical Profile of NOx2082; Using Deep Multimodal Fusion Network Based on the Ground-Based 3-D Remote Sensing
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Zhang, Shulin
;
Li, Bo
;
Liu, Lei
;
Hu, Qihou
;
Liu, Haoran
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2022/01/10
Pollution measurement
Atmospheric modeling
Atmospheric measurements
Predictive models
Solid modeling
Data models
Instruments
3-D prediction of NO2
deep learning neural network
multiaxis differential optical absorption spectroscopy (MAX-DOAS)
multimodal information fusion
remote sensing
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/07/25
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
Multilayer Fusion Recurrent Neural Network for Sea Surface Height Anomaly Field Prediction
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Yuan
;
Lu, Chang
;
Chen, Keran
;
Li, Xiaofeng
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  |  
浏览/下载:16/0
  |  
提交时间:2022/04/12
Computer architecture
Microprocessors
Predictive models
Mathematical models
Sea surface
Data models
Satellites
Deep learning (DL)
field prediction
satellite remote sensing data
sea surface height anomaly (SSHA)
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
Viticultural Suitability Analysis Based on Multi-Source Data Highlights Climate-Change-Induced Decrease in Potential Suitable Areas: A Case Analysis in Ningxia, China
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 15
作者:
Bai, Huiqing
;
Sun, Zhongxiang
;
Yao, Xuenan
;
Kong, Junhua
;
Wang, Yongjian
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
grape
MaxEnt model
environment variables
suitability
climate change
remote sensing data
Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 792, 页码: 8
作者:
Shi, Tiezhu
;
Hu, Xianjun
;
Guo, Long
;
Su, Fenzheng
;
Tu, Wei
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2021/11/05
Digital soil mapping
Remote sensing data
Social sensing data
Geodetector
Urban functional type
Characteristics of Global Ocean Abnormal Mesoscale Eddies Derived From the Fusion of Sea Surface Height and Temperature Data by Deep Learning
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2021, 卷号: 48, 期号: 17, 页码: 11
作者:
Liu, Yingjie
;
Zheng, Quanan
;
Li, Xiaofeng
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  |  
浏览/下载:28/0
  |  
提交时间:2021/11/30
meososcale eddies
abnormal eddies
multi-source remote sensing data
deep learning
data fusion
statistical analysis of spatiotemporal characteristics
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