GIS-based forest fire susceptibility zonation with IoT sensor network support, case study—Nature Park Golija, Serbia

I Novkovic, GB Markovic, D Lukic, S Dragicevic… - Sensors, 2021 - mdpi.com
The territory of the Republic of Serbia is vulnerable to various natural disasters, among
which forest fires stand out. In relation with climate changes, the number of forest fires in …

A deep learning-based experiment on forest wildfire detection in machine vision course

L Wang, H Zhang, Y Zhang, K Hu, K An - IEEE Access, 2023 - ieeexplore.ieee.org
As an interdisciplinary course, Machine Vision combines AI and digital image processing
methods. This paper develops a comprehensive experiment on forest wildfire detection that …

Data acquisition filtering focused on optimizing transmission in a lorawan network applied to the wsn forest monitoring system

T Brito, BF Azevedo, J Mendes, M Zorawski… - Sensors, 2023 - mdpi.com
Developing innovative systems and operations to monitor forests and send alerts in
dangerous situations, such as fires, has become, over the years, a necessary task to protect …

Downwind Fire and Smoke Detection during a Controlled Burn—Analyzing the Feasibility and Robustness of Several Downwind Wildfire Sensing Modalities through …

P Chwalek, H Chen, P Dutta, J Dimon, S Singh… - Fire, 2023 - mdpi.com
Wildfires have played an increasing role in wreaking havoc on communities, livelihoods,
and ecosystems globally, often starting in remote regions and rapidly spreading into …

JMAC protocol: A cross-layer multi-hop protocol for LoRa

JJL Escobar, F Gil-Castiñeira, RPD Redondo - Sensors, 2020 - mdpi.com
The emergence of Low-Power Wide-Area Network (LPWAN) technologies allowed the
development of revolutionary Internet Of Things (IoT) applications covering large areas with …

FDPA internet of things system for forest fire detection, prediction and behaviour analysis

AAA Alkhatib, KM Jaber - IET Wireless Sensor Systems, 2024 - Wiley Online Library
The escalating issue of forest fires poses severe risks to ecosystems and human habitats,
primarily due to the greenhouse effect and sudden climate changes. These fires, mostly …

[PDF][PDF] Preventing forest fires using a wireless sensor network.

L Pan - 2020 - agriculturejournals.cz
reless sensor network for forest fire detection is described. From the information collected by
the system, decisions on firefighting or fire prevention can be made more quickly by the …

Ultra-low-power architecture for the detection and notification of wildfires using the Internet of things

T Khan - IoT, 2023 - mdpi.com
Wildfires kill and injure people, destroy residences, pollute the air, and cause economic loss.
In this paper, a low-power Internet of Things (IoT)-based sensor network is developed, which …

LORA Based Forest Fire Monitoring System

A Saida, C Sreedhar, S Samreen… - E3S Web of …, 2023 - e3s-conferences.org
The LoRa-based forest fire monitoring method by using wireless type networks is an IoT
system designed to detect and prevent forest fires. The system consists of sensor nodes …

Development of prototype kit for fire detection in a peat swamp forest: Test run results

SA Hamzah, MN Dalimin, MM Som… - AIP Conference …, 2023 - pubs.aip.org
The sensor node series consists of a combination of several sensors that can send data to
the cloud server directly using a GSM MODEM. This article proposes a prototype of kit for fire …