A Novel Tornado Detection Algorithm Based on XGBoost

A Novel Tornado Detection Algorithm Based on XGBoost

Tornadoes are severe convective weather exhibiting localized and sudden occurrences. Weather radar is widely regarded as the most effective tool for monitoring tornadoes and issuing early warnings. Dual-polarization updating has significantly improved tornado prediction and forecasting abilities. Th...

Full description

Saved in:

Bibliographic Details
Main Authors:	Qiangyu Zeng, Guoxiu Zhang, Shangdan Huang, Wenwen Song, Jianxin He, Hao Wang, Yin Liu
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Series:	Remote Sensing
Subjects:	dual-polarization radar tornado detection XGBoost
Online Access:	https://www.mdpi.com/2072-4292/17/1/167
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Numerical Simulation of Tornado-like Vortices Induced by Small-Scale Cyclostrophic Wind Perturbations
by: Yuhan Liu, et al.
Published: (2025-01-01)

Tornado Seasonality in Central‐Southern Chile
by: V. Caballero‐Morán, et al.
Published: (2025-01-01)

Design of Dual Polarized FMCW Radar System With High Gain Lens Antenna for Through-the-Wall Human Detection
by: Chanhee Lee, et al.
Published: (2025-01-01)

Prediction of sentiment polarity in restaurant reviews using an ordinal regression approach based on evolutionary XGBoost
by: Dana A. Al-Qudah, et al.
Published: (2025-01-01)

Oriented ice eddy detection network based on the Sentinel-1 dual-polarization data
by: Jinqun Wu, et al.
Published: (2025-01-01)

Feature selection algorithm based on XGBoost
by: Zhanshan LI, et al.
Published: (2019-10-01)

Hybrid multi‐level hardware Trojan detection platform for gate‐level netlists based on XGBoost
by: Ying Zhang, et al.
Published: (2022-03-01)

An ultrasonic-AI hybrid approach for predicting void defects in concrete-filled steel tubes via enhanced XGBoost with Bayesian optimization
by: Shuai Wan, et al.
Published: (2025-07-01)

RESEARCH ON GEAR BOX FAULT DIAGNOSIS BASED ON DCNN AND XGBOOST ALGORITHM
by: ZHANG RongTao, et al.
Published: (2020-01-01)

Comparison and Correction of Runoff Simulation Based on XGBoost and SWAT
by: LIANG Lisha, et al.
Published: (2025-01-01)

Comparison and Correction of Runoff Simulation Based on XGBoost and SWAT
by: LIANG Lisha, et al.
Published: (2024-01-01)

Türkiye'de Ekonomik Şoklar ve Krizler Bağlamında Enflasyon Öngörüsü: XGBOOST ve ARMA Yöntemlerinin Karşılaştırması
by: Savaş Gayaker
Published: (2024-12-01)

A Novel Active Learning Technique for Fetal Health Classification Based on XGBoost Classifier
by: Kaushal Bhardwaj, et al.
Published: (2025-01-01)

An efficient target detection algorithm via Karhunen‐Loève transform for frequency modulated continuous wave (FMCW) radar applications
by: Luoyan Zhu, et al.
Published: (2022-09-01)

DGA malicious domain name identification based on XGBoost and particle swarm optimization algorithm
by: CHEN Zesheng, et al.
Published: (2024-11-01)

IMPLEMENTATION OF BALANCING DATA METHOD USING SMOTETOMEK IN DIABETES CLASSIFICATION USING XGBOOST
by: Fatwa Ratantja Kusumajati, et al.
Published: (2024-12-01)

Immune cell profiles and predictive modeling in osteoporotic vertebral fractures using XGBoost machine learning algorithms
by: Yi-Chou Chen, et al.
Published: (2025-02-01)

Short-Term Load Forecasting in Power Systems Based on the Prophet–BO–XGBoost Model
by: Shuang Zeng, et al.
Published: (2025-01-01)

STUDIES OF MINERAL COMPOSITION OF ORES OF THE KUMTOR DEPOSIT (CENTRAL TIEN SHAN) BY QXRD AND XRF METHODS
by: A.G. Shevkunov, et al.
Published: (2022-09-01)

Prediction Model of Phosphorus Content at the End Point of Electroslag Remelting Based on MI and XGBoost Algorithms
by: Liu　Yuxiao, Dong　Yanwu, Jiang　Zhouhua, Chen　Xi
Published: (2025-02-01)

Credit Risk Modeling Using Interpreted XGBoost
by: Marcin Hernes, et al.
Published: (2023-01-01)

Fault diagnosis method of timing signal based on Nadam-TimeGAN and XGBoost
by: HEI Xinhong, et al.
Published: (2024-04-01)

Tool wear prediction based on XGBoost feature selection combined with PSO-BP network
by: Zhangwen Lin, et al.
Published: (2025-01-01)

Prediction model for spontaneous combustion temperature of coal based on PSO-XGBoost algorithm
by: Hui Zhuo, et al.
Published: (2025-01-01)

Prediction of outpatient rehabilitation patient preferences and optimization of graded diagnosis and treatment based on XGBoost machine learning algorithm
by: Xuehui Fan, et al.
Published: (2025-01-01)

A Dual-Port Dual-Wideband Dual-Sense Circularly Polarized DRA With a Novel Feeding Mechanism
by: Li Zhang, et al.
Published: (2025-01-01)

A multi-dimensional decision framework based on the XGBoost algorithm and the constrained parametric approach
by: Xinxin Wang, et al.
Published: (2025-02-01)

Robust Wiener filter‐based time gating method for detection of shallowly buried objects
by: Ali Gharamohammadi, et al.
Published: (2021-02-01)

Relevant SMS Spam Feature Selection Using Wrapper Approach and XGBoost Algorithm
by: Diyari Jalal Mussa, et al.
Published: (2019-11-01)

XGBoost-enhanced ensemble model using discriminative hybrid features for the prediction of sumoylation sites
by: Salman Khan, et al.
Published: (2025-02-01)

Fault detection and diagnosis method for heterogeneous wireless network based on GAN
by: Xiaorong ZHU, et al.
Published: (2020-08-01)

Comparison of simulating visibility using XGBoost and IMPROVE method: a case study in East China
by: Xin Zhang, et al.
Published: (2025-01-01)

Diagnosis and Detection of Alzheimer’s Disease Using Learning Algorithm
by: Gargi Pant Shukla, et al.
Published: (2023-12-01)

Jidoka-DT simulator programmed by hybridize XGboost-LSTM to evaluate helmets quality produced by Rice-Straw-alumina plastic dough to resist shocks and impenetrable
by: Ahmed M. Abed, et al.
Published: (2025-03-01)

Identifying spatiotemporal pattern and trend prediction of land subsidence in Zhengzhou combining MT-InSAR, XGBoost and hydrogeological analysis
by: Zheng Zhou, et al.
Published: (2025-01-01)

Non-Stationary Wind Loading Identification for Large Transmission Tower Based on Dynamic Finite-Element Model Updating
by: Nai-Long Zhang, et al.
Published: (2025-01-01)

Toward accurate prediction of carbon dioxide (CO2) compressibility factor using tree-based intelligent schemes (XGBoost and LightGBM) and equations of state
by: Behnam Amiri-Ramsheh, et al.
Published: (2025-03-01)

Predictive modeling of ALS progression: an XGBoost approach using clinical features
by: Richa Gupta, et al.
Published: (2024-12-01)

Analyze the detection performance of network radar on Rician targets
by: LIU Yue-ping1, et al.
Published: (2011-01-01)

Explainable prediction model for punching shear strength of FRP-RC slabs based on kernel density estimation and XGBoost
by: Sheng Zheng, et al.
Published: (2024-12-01)