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地理科学与资源研究... [39]
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期刊论文 [26]
SCI/SSCI论文 [8]
EI期刊论文 [4]
会议论文 [1]
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2021 [4]
2020 [8]
2019 [5]
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专题:地理科学与资源研究所
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Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
NestNet: a multiscale convolutional neural network for remote sensing image change detection
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 13, 页码: 4902-4925
作者:
Yu, Xiao
;
Fan, Junfu
;
Chen, Jiahao
;
Zhang, Peng
;
Zhou, Yuke
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/06/10
Understanding each other's models: an introduction and a standard representation of 16 global water models to support intercomparison, improvement, and communication
期刊论文
GEOSCIENTIFIC MODEL DEVELOPMENT, 2021, 卷号: 14, 期号: 6, 页码: 3843-3878
作者:
Telteu, Camelia-Eliza
;
Schmied, Hannes Mueller
;
Thiery, Wim
;
Leng, Guoyong
;
Burek, Peter
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/08/19
Relative Radiation Correction Based on CycleGAN for Visual Perception Improvement in High-Resolution Remote Sensing Images
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 106627-106640
作者:
Yu, Xiao
;
Fan, Junfu
;
Zhang, Mengzhen
;
Liu, Qingyun
;
Li, Yi
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/11/05
Remote sensing
Radiometry
Visual perception
Generative adversarial networks
Visualization
Indexes
Image color analysis
GAN
image similarity
seasonal transform
visual perception distance
Evaluation of global terrestrial evapotranspiration in CMIP6 models
期刊论文
THEORETICAL AND APPLIED CLIMATOLOGY, 2020, 页码: 11
作者:
Wang, Zhizhen
;
Zhan, Chesheng
;
Ning, Like
;
Guo, Hai
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/16
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
Reduction of structural impacts and distinction of photosynthetic pathways in a global estimation of GPP from space-borne solar-induced chlorophyll fluorescence
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 240, 页码: 17
作者:
Zhang, Zhaoying
;
Zhang, Yongguang
;
Porcar-Castell, Albert
;
Joiner, Joanna
;
Guanter, Luis
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  |  
浏览/下载:19/0
  |  
提交时间:2020/05/19
Photosynthesis
Photosynthetic pathway
Chlorophyll fluorescence
Canopy structure
Spectral invariant theory
Loess erosion patterns on a cut-slope revealed by LiDAR scanning
期刊论文
ENGINEERING GEOLOGY, 2020, 卷号: 268, 页码: 13
作者:
Li, Langping
;
Lan, Hengxing
;
Peng, Jianbing
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  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
Erosion
Chinese Loess Plateau
Cut-slope
LiDAR
CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 4, 页码: 15
作者:
Sun, Fengzhen
;
Li, Shaojie
;
Wang, Shaohua
;
Liu, Qingjun
;
Zhou, Lixin
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2021/07/09
spatiotemporal network
predictive learning
horizon LSTM
vertical structure
encoder-decoder architecture
Performance of four state-of-the-art GPP products (VPM, MOD17, BESS and PML) for grasslands in drought years
期刊论文
ECOLOGICAL INFORMATICS, 2020, 卷号: 56, 页码: 12
作者:
Pei, Yanyan
;
Dong, Jinwei
;
Zhang, Yao
;
Yang, Jilin
;
Zhang, Yongqiang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Gross primary production (GPP)
Drought
VPM
BESS
PML
MOD17
Light use efficiency model
Process-based model
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