The Application of Convolutional Neural Networks to Detect Slow, Sustained Deformation in InSAR Time Series
Author:
Affiliation:
1. Visual Information Laboratory University of Bristol Bristol UK
2. School of Earth Sciences University of Bristol Bristol UK
Publisher
American Geophysical Union (AGU)
Subject
General Earth and Planetary Sciences,Geophysics
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2019GL084993
Reference32 articles.
1. A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets
2. Application of Machine Learning to Classification of Volcanic Deformation in Routinely Generated InSAR Data
3. Volcano-wide fringes in ERS synthetic aperture radar interferograms of Etna (1992-1998): Deformation or tropospheric effect?
4. A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms
5. Global Volcano Monitoring: What Does It Mean When Volcanoes Deform?
Cited by 54 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Synthetic Aperture Radar for Geosciences;Reviews of Geophysics;2024-09
2. A hybrid data-driven approach for rainfall-induced landslide susceptibility mapping: Physically-based probabilistic model with convolutional neural network;Journal of Rock Mechanics and Geotechnical Engineering;2024-09
3. A deep learning-based combination method of spatio-temporal prediction for regional mining surface subsidence;Scientific Reports;2024-08-19
4. A Deep-Learning-Based Algorithm for Landslide Detection over Wide Areas Using InSAR Images Considering Topographic Features;Sensors;2024-07-15
5. DACLnet: A Dual-Attention-Mechanism CNN-LSTM Network for the Accurate Prediction of Nonlinear InSAR Deformation;Remote Sensing;2024-07-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3