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成都山地灾害与环境... [10]
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期刊论文 [10]
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2024 [2]
2022 [4]
2021 [1]
2020 [1]
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专题:成都山地灾害与环境研究所
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A Deep Learning Method for Dynamic Process Modeling of Real Landslides Based on Fourier Neural Operator
期刊论文
EARTH AND SPACE SCIENCE, 2024, 卷号: 11, 期号: 3, 页码: 13
作者:
Chen, Yanglong
;
Ouyang, Chaojun
;
Xu, Qingsong
;
Yang, Weibin
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浏览/下载:0/0
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提交时间:2024/04/19
deep learning
landslide
dynamic process
Fourier neural operator
data-driven method
MAST: An Earthquake-Triggered Landslides Extraction Method Combining Morphological Analysis Edge Recognition With Swin-Transformer Deep Learning Model
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 2586-2595
作者:
Huang, Yu
;
Zhang, Jianqiang
;
He, Haiqing
;
Jia, Yang
;
Chen, Rong
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浏览/下载:0/0
  |  
提交时间:2024/03/25
Deep learning
earthquake-triggered landslides (ETLs)
edge recognition
morphological analysis
transformer
Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 17
作者:
Liu, Tian
;
Jin, Huaan
;
Li, Ainong
;
Fang, Hongliang
;
Wei, Dandan
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  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
Soil Moisture Measuring Techniques and Factors Affecting the Moisture Dynamics: A Comprehensive Review
期刊论文
SUSTAINABILITY, 2022, 卷号: 14, 期号: 18, 页码: 23
作者:
Rasheed, Muhammad Waseem
;
Tang, Jialiang
;
Sarwar, Abid
;
Shah, Suraj
;
Saddique, Naeem
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  |  
浏览/下载:16/0
  |  
提交时间:2022/12/26
surface soil moisture
volumetric-tensiometric methods
moisture sensors
remote sensing methods
deep learning methods
MFFENet and ADANet: a robust deep transfer learning method and its application in high precision and fast cross-scene recognition of earthquake-induced landslides
期刊论文
LANDSLIDES, 2022, 页码: 31
作者:
Xu, Qingsong
;
Ouyang, Chaojun
;
Jiang, Tianhai
;
Yuan, Xin
;
Fan, Xuanmei
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  |  
浏览/下载:26/0
  |  
提交时间:2022/05/23
Earthquake-induced landslide recognition
Deep learning
Unsupervised domain adaptation
Multi-scale Feature Fusion with Encoder-decoder Network (MFFENet)
Adversarial Domain Adaptation Network (ADANet)
Landslide spatial analysis
Bi-LSTM Model for Time Series Leaf Area Index Estimation Using Multiple Satellite Products
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Liu, Tian
;
Jin, Huaan
;
Xie, Xinyao
;
Fang, Hongliang
;
Wei, Dandan
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浏览/下载:15/0
  |  
提交时间:2022/11/02
Bidirectional long short-term memory (Bi-LSTM)
deep learning (DL)
leaf area index (LAI)
time series
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 19
作者:
Li, Yao
;
Cui, Peng
;
Ye, Chengming
;
Marcato Junior, Jose
;
Zhang, Zhengtao
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浏览/下载:31/0
  |  
提交时间:2021/12/15
spatial prediction
earthquake-induced landslide
source area feature
stacked autoencoder
The roles of criteria, data and classification methods in designing land cover classification systems: evidence from existing land cover data sets
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 14, 页码: 5062-5082
作者:
Lei Guangbin
;
Li Ainong
;
Bian Jinhu
;
Zhang Zhengjian
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  |  
浏览/下载:74/0
  |  
提交时间:2020/05/18
C accumulation
Peatland expansion
Peatland initiation
Monsoon
Holocene
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 12, 页码: 5047-5060
作者:
Ye, Chengming
;
Li, Yao
;
Cui, Peng
;
Liang, Li
;
Pirasteh, Saeid
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  |  
浏览/下载:11/0
  |  
提交时间:2020/04/02
Terrain factors
Feature extraction
Hyperspectral imaging
Deep learning
Support vector machines
Deep belief network (DBN)
deep learning
feature extraction
hyperspectral data
landslide
Cultivated land information extraction in UAV imagery based on deep convolutional neural network and transfer learning
期刊论文
Journal of Mountain Science, 2017, 卷号: 14, 期号: 4, 页码: 731-741
作者:
LU Heng
;
FU Xiao
;
LIU Chao
;
LI Long-guo
;
HE Yu-xin
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2017/04/07
Unmanned Aerial Vehicle
Cultivated Land
Deep Convolutional Neural Network
Transfer Learning
Information Extraction
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