Evaluation of Drifting Snow Susceptibility Based on GIS and GA-BP Algorithms

Evaluation of Drifting Snow Susceptibility Based on GIS and GA-BP Algorithms

Drifting snow, the flow of dispersed snow particles near ground level under the action of wind, is a major form of snow damage. When drifting snow occurs on railways, highways, and other transportation lines, it seriously affects their operational safety and results in drifting snow disasters. Drift...

Full description

Bibliographic Details
Main Authors:	Bohu He, Mingzhou Bai, Binglong Liu, Pengxiang Li, Shumao Qiu, Xin Li, Lusheng Ding
Format:	Article
Language:	English
Published:	MDPI AG 2022-02-01
Series:	ISPRS International Journal of Geo-Information
Subjects:	GIS drifting snow GA-BP WOE susceptibility
Online Access:	https://www.mdpi.com/2220-9964/11/2/142

Similar Items

Risk Assessment of Pipeline Engineering Geological Disaster Based on GIS and WOE-GA-BP Models
by: Bohu He, et al.
Published: (2021-10-01)

Study on the Susceptibility of Drifting Snow in Ya’an–Qamdo Section of the Railway in Southwest China
by: Xue Zhou, et al.
Published: (2024-01-01)

Observations of Drifting Snow Using FlowCapt Sensors in the Southern Altai Mountains, Central Asia
by: Wei Zhang, et al.
Published: (2022-03-01)

GIS-based spatial prediction of flood prone areas using standalone frequency ratio, logistic regression, weight of evidence and their ensemble techniques
by: Mahyat Shafapour Tehrany, et al.
Published: (2017-12-01)

GIS and field data-based modelling of snow water equivalent in shrub tundra
by: Yury A. Dvornikov, et al.
Published: (2015-05-01)

The Seasonal Snow Cover Dynamics: Review on Wind-Driven Coupling Processes
by: Rebecca Mott, et al.
Published: (2018-12-01)

The Efficiency Prediction of the Laser Charging Based on GA-BP
by: Chengmin Wang, et al.
Published: (2022-04-01)

SAFETY REQUIREMENTS FOR SNOW LOAD ON UNIQUE TRANSPORT INFRASTRUCTURE FACILITIES
by: Olga Poddaeva
Published: (2022-06-01)

The Drift Region Width Modulation Technique for Breakdown Performance Enhancement of AlGaN/GaN HEMT
by: Jianhua Liu, et al.
Published: (2022-01-01)

GNSS-IR Snow Depth Retrieval Based on the Fusion of Multi-Satellite SNR Data by the BP Neural Network
by: Junyu Zhan, et al.
Published: (2022-03-01)

Implementing Landslide Susceptibility Map at Watershed Scale of Lompobattang Mountain South Sulawesi, Indonesia
by: Abdul Rachman Rasyid, et al.
Published: (2018-12-01)

Short-Term Power Generation Forecasting of a Photovoltaic Plant Based on PSO-BP and GA-BP Neural Networks
by: Yuanqi Li, et al.
Published: (2022-01-01)

Observations and simulations of new snow density in the drifting snow-dominated environment of Antarctica
by: Nander Wever, et al.
Published: (2023-08-01)

Monitoring and Prediction of Glacier Deformation in the Meili Snow Mountain Based on InSAR Technology and GA-BP Neural Network Algorithm
by: Zhengrong Yang, et al.
Published: (2022-10-01)

Performance assessment of the landslide susceptibility modelling using the support vector machine, radial basis function network, and weight of evidence models in the N'fis river basin, Morocco
by: Hassan Ait Naceur, et al.
Published: (2022-10-01)

Landslide Susceptibility Mapping and Interpretation in the Upper Minjiang River Basin
by: Xin Wang, et al.
Published: (2023-10-01)

Estimation of snow depth in GIS environment from observation points on Z Gali region: A case study of NW Himalaya
by: Thangavelu Arumugam, et al.
Published: (2024-03-01)

Multi-Sensor GA-BP Algorithm Based Gearbox Fault Diagnosis
by: Yuan Fu, et al.
Published: (2022-03-01)

KAJIAN TEOLOGIS UNGKAPAN ”CELAKALAH AKU JIKA AKU TIDAK MEMBERITAKAN INJIL” DALAM 1 KORINTUS 9:16B
by: David Susilo Pranoto
Published: (2020-03-01)

Prediction of Real Driving Emission of Light Vehicles in China VI Based on GA-BP Algorithm
by: Hao Yu, et al.
Published: (2022-10-01)

Long-term fluctuations of snow cover thickness and maximum snow storage in Gis-Baikal area
by: E. V. Maksyutova
Published: (2015-04-01)

Sub-kilometre scale distribution of snow depth on Arctic sea ice from Soviet drifting stations
by: Robbie D. C. Mallett, et al.
Published: (2022-10-01)

China Coastal Bulk (Coal) Freight Index Forecasting Based on an Integrated Model Combining ARMA, GM and BP Model Optimized by GA
by: Zhaohui Li, et al.
Published: (2022-08-01)

GIS-Based Spatial Modeling of Snow Avalanches Using Analytic Hierarchy Process. A Case Study of the Šar Mountains, Serbia
by: Uroš Durlević, et al.
Published: (2022-08-01)

Parameter optimization of double‐blade normal milk processing and mixing performance based on RSM and BP‐GA
by: Jiangtao Qi, et al.
Published: (2019-11-01)

Perbandingan Metode Klasifikasi pada Data dengan Imbalance Class dan Missing Value
by: Nofita Istiana, et al.
Published: (2023-10-01)

An Ensemble of Weight of Evidence and Logistic Regression for Gully Erosion Susceptibility Mapping in the Kakia-Esamburmbur Catchment, Kenya
by: Lorraine K. Nkonge, et al.
Published: (2023-03-01)

Risk assessment of water inrush caused by karst cave in tunnels based on reliability and GA-BP neural network
by: Zhaoyang Li, et al.
Published: (2020-01-01)

Development of Cotton Picker Fire Monitoring System Based on GA-BP Algorithm
by: Weipeng Zhang, et al.
Published: (2023-06-01)

A GA-BP neural network for nonlinear time-series forecasting and its application in cigarette sales forecast
by: Sun Zheng, et al.
Published: (2022-06-01)

Investigation of the population area of snow leopard in the Central Tian-Shan Mountains
by: Dyldaev Mirlan, et al.
Published: (2021-01-01)

GIS spatial analysis of the distribution of snow depth: A study of western Rhodopes, Bulgaria
by: Nikolova Valentina, et al.
Published: (2016-01-01)

Application of GA-ACO Optimized BP Neural Network in Fault Diagnosis of Planetary Gearbox
by: Chang Gao, et al.
Published: (2021-01-01)

Comparison of the LBM snowdrift model output with the observation results
by: Seika Tanji, et al.
Published: (2023-11-01)

Effectiveness of Utilizing Remote Sensing and GIS Techniques to Estimate the Exposure to Organophosphate Pesticides Drift over Macon, Alabama
by: Gamal El Afandi, et al.
Published: (2023-06-01)

Landslide Susceptibility Mapping of Central and Western Greece, Combining NGI and WoE Methods, with Remote Sensing and Ground Truth Data
by: Charalampos Kontoes, et al.
Published: (2021-04-01)

Development of QSRR model for hydroxamic acids using PCA-GA-BP algorithm incorporated with molecular interaction-based features
by: Yiming Nie, et al.
Published: (2022-11-01)

Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping
by: Amirhosein Mosavi, et al.
Published: (2020-01-01)

Dynamic Evaluation Method of Straightness Considering Time-Dependent Springback in Bending-Straightening Based on GA-BP Neural Network
by: Qingshun Kong, et al.
Published: (2022-05-01)

Transmission Line Galloping Prediction Based on GA-BP-SVM Combined Method
by: Ying Wei, et al.
Published: (2021-01-01)