Decision support system development of wildland fire: a systematic mapping

F Vásquez, A Cravero, M Castro, P Acevedo - Forests, 2021 - mdpi.com
Wildland fires have been a rising problem on the worldwide level, generating ecological and
economic losses. Specifically, between wildland fire types, uncontrolled fires are critical due …

Cloud-assisted green IoT-enabled comprehensive framework for wildfire monitoring

H Kaur, SK Sood, M Bhatia - Cluster Computing, 2020 - Springer
Wildfires are one of the most destructive disasters that have the ability of causing enormous
loss to life and nature. Moreover, with its capability to spread abruptly over huge sectors of …

Adaptive neuro fuzzy inference system (ANFIS) based wildfire risk assessment

H Kaur, SK Sood - Journal of Experimental & Theoretical Artificial …, 2019 - Taylor & Francis
Wildfires are extremely destructive disasters that cause significant loss of lives, forest cover
and wildlife. This is due to their uncontrolled, erratic, rapid spread and behaviour. The …

Design of an IoT-based fuzzy approximation prediction model for early fire detection to aid public safety and control in the local urban markets

E Lule, C Mikeka, A Ngenzi, D Mukanyiligira - Symmetry, 2020 - mdpi.com
Fire monitoring in local urban markets within East Africa (EA) has been seriously neglected
for a long time. This has culminated in a severe destruction of life and property worth …

Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization

M Nakıp, N Keleşoğlu, C Güzeliş - Applied Soft Computing, 2024 - Elsevier
Abstract We propose a Hybrid Support Vector Regression (SVR) with Flattening-Samples
Based Augmented Regularization (Hybrid FSR-SVR) architecture for multi-sensor fire …

A Development of Multi-Platform Based Forestry Wildfire Prevention System Using Incremental Model: Case study: a peatland area in Siak Regency

D Arisandi, A Syamsuadi, L Trisnawati… - … on Electrical and …, 2022 - ieeexplore.ieee.org
Forest fires might be caused by human or natural aspects. One of the regions in Riau
Province that contains a forest with a large and fertile peatland is Siak regency. However …

A smart disaster management framework for wildfire detection and prediction

H Kaur, SK Sood - The Computer Journal, 2020 - academic.oup.com
Wildfires are exorbitantly cataclysmic disasters that lead to the destruction of forest cover,
wildlife, land resources, human assets, reduced soil fertility and global warming. Every year …

Ecological big data adaptive compression method combining 1D convolutional neural network and switching idea

Q Han, L Liu, Y Zhao, Y Zhao - IEEE Access, 2020 - ieeexplore.ieee.org
To address large data transmission requirements and high transmission power
consumptions characterizing micro-environment monitoring systems that are commonly …

[PDF][PDF] IoT-inspired framework for real-time prediction of forest fire

A Aljumah - … journal of computers, communications and control, 2022 - core.ac.uk
Wildfires are one of the most devastating catastrophes and can inflict tremendous losses to
life and nature. Moreover, the loss of civilization is incomprehensible, potentially extending …

Green iot framework for deep forest surveillance

PS Raju, SL Priya, S Ksheeraja… - … Conference on Signal …, 2023 - ieeexplore.ieee.org
Forests are one of the essential natural resources required to preserve the planet's
ecological equilibrium. This paper offers a technique for creating an extensive …