Cargando…

Deformation Prediction of Unstable Slopes Based on Real-Time Monitoring and DeepAR Model

With increased urbanization, accidents related to slope instability are frequently encountered in construction sites. The deformation and failure mechanism of a landslide is a complex dynamic process, which seriously threatens people’s lives and property. Currently, prediction and early warning of a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dong, Mei, Wu, Hongyu, Hu, Hui, Azzam, Rafig, Zhang, Liang, Zheng, Zengrong, Gong, Xiaonan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7792957/ https://www.ncbi.nlm.nih.gov/pubmed/33375148 http://dx.doi.org/10.3390/s21010014

Ejemplares similares

DeepAR: a novel deep learning-based hybrid framework for the interpretable prediction of androgen receptor antagonists
por: Schaduangrat, Nalini, et al.
Publicado: (2023)

Remaining Useful Life Prediction of Rolling Bearings Using GRU-DeepAR with Adaptive Failure Threshold
por: Li, Jiahui, et al.
Publicado: (2023)

IoT-Based Geotechnical Monitoring of Unstable Slopes for Landslide Early Warning in the Darjeeling Himalayas
por: Abraham, Minu Treesa, et al.
Publicado: (2020)

Kalman Filters in Geotechnical Monitoring of Ground Subsidence Using Data from MEMS Sensors
por: Li, Cheng, et al.
Publicado: (2016)

Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
por: Hu, Qijun, et al.
Publicado: (2020)

Sequential estimation of the parameters in unstable AR(2)
por: Galtchouk, L, et al.
Publicado: (2004)

An Fiber Bragg Grating-Based Monitoring System for Slope Deformation Studies in Geotechnical Centrifuges
por: Zhang, Lei, et al.
Publicado: (2019)

Real-Time Safety Evaluation for Slope during Construction Using Numerical Forecast and Sensor Monitoring Platform
por: Zhang, Sherong, et al.
Publicado: (2018)

Proton scattering by the unstable neutron-rich isotopes $^{42,44}Ar$
por: Scheit, H, et al.
Publicado: (2000)

Selecting the Best Image Pairs to Measure Slope Deformation
por: Yang, Wentao
Publicado: (2020)

A Framework for Identifying Plant Species to Be Used as ‘Ecological Engineers’ for Fixing Soil on Unstable Slopes
por: Ghestem, Murielle, et al.
Publicado: (2014)

Analysis of stability law and optimization of slope angle during excavation of deep concave mine slope
por: Wu, Lili, et al.
Publicado: (2022)

Slope monitoring optimization considering three-dimensional deformation and failure characteristics using the strength reduction method: A case study
por: Wang, Jianxiu, et al.
Publicado: (2023)

The field survey and deformation characteristics of exit slope of Qingshuigou tunnel in the southwest of China
por: Wen, Tao, et al.
Publicado: (2022)

Potential impacts in soil slope of deformation and water content on elastic wave amplitude
por: Xie, Ming, et al.
Publicado: (2022)

Active Faulting and Deep‐Seated Gravitational Slope Deformation in Carbonate Rocks (Central Apennines, Italy): A New “Close‐Up” View
por: Del Rio, Luca, et al.
Publicado: (2021)

Microbiomes in the Challenger Deep slope and bottom-axis sediments
por: Zhou, Ying-Li, et al.
Publicado: (2022)

Intelligent Control of Groundwater in Slopes with Deep Reinforcement Learning †
por: Biniyaz, Aynaz, et al.
Publicado: (2022)

Research on construction deformation prediction and disaster warning of karst slope based on mutation theory
por: Qi, Yanli, et al.
Publicado: (2022)

Study on Damage Statistical Constitutive Model of Triaxial Compression of Acid-Etched Rock under Coupling Effect of Temperature and Confining Pressure
por: Chen, Youliang, et al.
Publicado: (2021)

Investigation of Microcrack Propagation and Energy Evolution in Brittle Rocks Based on the Voronoi Model
por: Liu, Guanlin, et al.
Publicado: (2021)

ArControl: An Arduino-Based Comprehensive Behavioral Platform with Real-Time Performance
por: Chen, Xinfeng, et al.
Publicado: (2017)

Research on regionalised digital image slope monitoring methods
por: Jingzong, ZHANG, et al.
Publicado: (2023)

Deformable abdominal phantom for the validation of real‐time image guidance and deformable dose accumulation
por: Matrosic, Charles K., et al.
Publicado: (2019)

A deep groundwater origin for recurring slope lineae on Mars
por: Abotalib, Abotalib Z., et al.
Publicado: (2019)

Unstable Object Points during Measurements—Deformation Analysis Based on Pseudo Epoch Approach
por: Duchnowski, Robert, et al.
Publicado: (2022)

Jellytoring: Real-Time Jellyfish Monitoring Based on Deep Learning Object Detection
por: Martin-Abadal, Miguel, et al.
Publicado: (2020)

Camera fusion for real-time temperature monitoring of neonates using deep learning
por: Lyra, Simon, et al.
Publicado: (2022)

A real 3D measurement technique for the tibial slope: differentiation between different articular surfaces and comparison to radiographic slope measurement
por: Hoch, Armando, et al.
Publicado: (2020)

Influences of freezing–thawing actions on mechanical properties of soils and stress and deformation of soil slope in cold regions
por: Xiang, Bo, et al.
Publicado: (2022)

On the turbulence structure of deep katabatic flows on a gentle mesoscale slope
por: Stiperski, Ivana, et al.
Publicado: (2020)

Real-time monitoring of deformed wing virus-infected bee foraging behavior following histone deacetylase inhibitor treatment
por: Tang, Cheng-Kang, et al.
Publicado: (2021)

BDS Dual-Frequency Carrier Phase Multipath Hemispherical Map Model and Its Application in Real-Time Deformation Monitoring
por: Sun, Ao, et al.
Publicado: (2023)

Nail Plate Constructs: A Novel Technique for Treatment of Unstable Charcot Ankle and Hindfoot Deformity
por: Boyer, Braden J., et al.
Publicado: (2022)

Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning
por: Ban, Yifang, et al.
Publicado: (2020)

Q-slope and SSAM applied to excavated coal mine slopes
por: Bar, Neil, et al.
Publicado: (2020)

Internet of things-enabled real-time health monitoring system using deep learning
por: Wu, Xingdong, et al.
Publicado: (2021)

Deep learning-based monitoring technique for real-time intravenous medication bag status
por: Hwang, Young Jun, et al.
Publicado: (2023)

Evaluation of Soil Moisture and Shear Deformation Based on Compression Wave Velocities in a Shallow Slope Surface Layer
por: Tao, Shangning, et al.
Publicado: (2019)

Simultaneous Correction of Varus Deformity and Posterior Tibial Slope by Modified Hybrid Closed-Wedge High Tibial Osteotomy
por: Koga, Hideyuki, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_mq5vnpcvpds71oi7kilaesc83f