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Article

486 Views

21 Pages

Assessment of Lightning Activity and Early Warning Capability Using Near-Real-Time Monitoring Data in Hanoi, Vietnam

Hoang Hai Son,
Nguyen Xuan Anh,
Tran Hong Thai,
Pham Xuan Thanh,
Pham Le Khuong,
Hiep Van Nguyen,
Do Ngoc Thuy,
Bui Ngoc Minh,
Nguyen Nhu Vinh and
Duong Quang Ve
+ 3 authors

Atmosphere2025, 16(12), 1335;https://doi.org/10.3390/atmos16121335

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26 November 2025

This study investigates lightning activity and evaluates a near-real-time lightning warning system for the inner Hanoi area, using data collected during 2020–2024 from the Strike Guard (SG) and EFM-100C instruments located in Chuong My, Hanoi,...

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Article

12 Citations

4,115 Views

23 Pages

Deep Learning Based Burnt Area Mapping Using Sentinel 1 for the Santa Cruz Mountains Lightning Complex (CZU) and Creek Fires 2020

Harrison Luft,
Calogero Schillaci,
Guido Ceccherini,
Diana Vieira and
Aldo Lipani

Fire2022, 5(5), 163;https://doi.org/10.3390/fire5050163

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10 October 2022

The study presented here builds on previous synthetic aperture radar (SAR) burnt area estimation models and presents the first U-Net (a convolutional network architecture for fast and precise segmentation of images) combined with ResNet50 (Residual N...

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