A review on early forest fire detection systems using optical remote sensing
The environmental challenges the world faces nowadays have never been greater or more
complex. Global areas covered by forests and urban woodlands are threatened by natural …
complex. Global areas covered by forests and urban woodlands are threatened by natural …
A review of the applications of remote sensing in fire ecology
DM Szpakowski, JLR Jensen - Remote sensing, 2019 - mdpi.com
Wildfire plays an important role in ecosystem dynamics, land management, and global
processes. Understanding the dynamics associated with wildfire, such as risks, spatial …
processes. Understanding the dynamics associated with wildfire, such as risks, spatial …
The role of UAV-IoT networks in future wildfire detection
The challenge of wildfire management and detection is recently gaining increased attention
due to the increased severity and frequency of wildfires worldwide. Popular fire detection …
due to the increased severity and frequency of wildfires worldwide. Popular fire detection …
A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency
Although remote sensing of active fires is well-researched, their early detection has received
less attention. Additionally, simple threshold approaches based on contextual statistical …
less attention. Additionally, simple threshold approaches based on contextual statistical …
[HTML][HTML] Investigating the impact of using IR bands on early fire smoke detection from Landsat imagery with a lightweight CNN model
Smoke plumes are the first things seen from space when wildfires occur. Thus, fire smoke
detection is important for early fire detection. Deep Learning (DL) models have been used to …
detection is important for early fire detection. Deep Learning (DL) models have been used to …
Coordinated routing system for fire detection by patrolling trucks with drones
Vehicle routing problem with drones (VRPD) is an extension of classical vehicle routing,
which involves the usage of trucks and drones. Nowadays, bushfires are taken into account …
which involves the usage of trucks and drones. Nowadays, bushfires are taken into account …
Detection and monitoring of forest fires using Himawari-8 geostationary satellite data in South Korea
Geostationary satellite remote sensing systems are a useful tool for forest fire detection and
monitoring because of their high temporal resolution over large areas. In this study, we …
monitoring because of their high temporal resolution over large areas. In this study, we …
Active fire detection using a novel convolutional neural network based on Himawari-8 satellite images
Z Hong, Z Tang, H Pan, Y Zhang, Z Zheng… - Frontiers in …, 2022 - frontiersin.org
Fire is an important ecosystem process and has played a complex role in terrestrial
ecosystems and the atmosphere environment. Sometimes, wildfires are highly destructive …
ecosystems and the atmosphere environment. Sometimes, wildfires are highly destructive …
Unveiling the factors responsible for Australia's Black Summer fires of 2019/2020
The summer season of 2019–2020 has been named Australia's Black Summer because of
the large forest fires that burnt for months in southeast Australia, affecting millions of …
the large forest fires that burnt for months in southeast Australia, affecting millions of …
Toward an adaptable deep-learning model for satellite-based wildfire monitoring with consideration of environmental conditions
As the majority of active fire detection algorithms have been developed for worldwide
applications using only satellite data without considering observing conditions and …
applications using only satellite data without considering observing conditions and …