A Review of Wildfire Studies using Machine Learning Applications

QR Code

A Review of Wildfire Studies using Machine Learning Applications

Machine Learning (ML) is a subset of Artificial Intelligence that was used in environmental science and management for more than 30 years. Neural Network is a well-known and leading model where ML is being practiced. Recently, ML has become one of the influence tools in medical, medicine, agricultur...

Full description

Bibliographic Details
Published in:	Journal of Advanced Research in Applied Mechanics
Main Author:	Aziz N.F.A.; Ya’acob N.; Yusof A.L.; Kassim M.
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85186552509&doi=10.37934%2faram.114.1.1332&partnerID=40&md5=172e7566647d33020780647d0086bab5

Similar Items

Hotspots Forest Fire Susceptibility Mapping for Land Use or Land Cover using Remote Sensing and Geographical Information Systems (GIS)
by: Ya'Acob N.; Jamil I.A.A.; Aziz N.F.A.; Yusof A.L.; Kassim M.; Naim N.F.
Published: (2022)

Statistical Analysis for Forest Fire Factors Using Geography Information System (GIS) and Remote Sensing Imagery
by: Aziz N.F.A.; Ya’acob N.; Yusof A.L.; Omar H.
Published: (2025)

Wildfire Hotspots Forecasting and Mapping for Environmental Monitoring Based on the Long Short-Term Memory Networks Deep Learning Algorithm
by: Kadir E.A.; Kung H.T.; AlMansour A.A.; Irie H.; Rosa S.L.; Fauzi S.S.M.
Published: (2023)

Image Processing Based Forest Fire Detection using Infrared Camera
by: Ya'acob N.; Najib M.S.M.; Tajudin N.; Yusof A.L.; Kassim M.
Published: (2021)

A review on features and methods of potential fishing zone
by: Ya’acob N.; Dzulkefli N.N.S.N.; Aziz M.A.A.; Yusof A.L.; Umar R.
Published: (2024)

Single event latch-up detection for nano-satellite external solar radiation mitigation system
by: Ya’Acob N.; Ayob M.F.; Tajudin N.; Kassim M.; Yusof A.L.
Published: (2020)

Design and Implementation of a Wireless Health Monitoring System for Real-Time Patient Data Using ESP32
by: Ya'acob N.; Ismail S.I.; Amin M.Z.M.; Aziz N.F.A.
Published: (2024)

Handover implementation for femtocell deployment in LTE heterogeneous networks
by: Yusof A.L.; Ali M.S.N.; Ya'Acob N.
Published: (2019)

Self-select target neighboring base station assisted handover for natural disaster in LTE-A network
by: Yusof A.L.; Azhar A.E.; Ya’acob N.
Published: (2020)

Performance Analysis of Handover Initiation Parameters in Long Term Evaluation – Advanced (LTE-A) Network
by: Yusof A.L.; Zainali M.A.; Ya’acob N.
Published: (2022)

Design of Water Quality Monitoring System Based on Internet of Things Technology
by: Ya’acob N.; Zainali N.S.; Rahman A.A.A.; Yusof A.L.; Kassim M.; Salehudin A.S.N.
Published: (2025)

Landslide Detection Using Analysed UAV Imagery
by: Ya’acob N.; Rahman A.A.A.; Yusof A.L.; Ali D.M.; Naim N.F.
Published: (2025)

Handover Network Selection for Vehicle in LTE-A Communication Networks
by: Yusof A.L.; Jaafar I.F.; Ya’acob N.; Zainali N.S.; Zainali A.
Published: (2023)

Temporal forest change detection and forest health assessment using remote sensing
by: Ya'Acob N.; Azize A.B.M.; Mahmon N.A.; Yusof A.L.; Azmi N.F.; Mustafa N.
Published: (2014)

Detecting the occurrence of ground ULF electromagnetic signal prior to earthquake events
by: Ya'acob N.; Abdullah M.; Yusof A.L.; Ali M.T.; Idris A.; Samsudin M.S.
Published: (2011)

Utilizing Machine Learning in Medical Diagnosis: Systematic Review and Empirical Analysis
by: Alazaidah R.; Hassan M.; Al-Rbabah L.; Samara G.; Yusof M.; Al-Sherideh A.S.
Published: (2023)

Linear regression and R-squared correlation analysis on major nuclear online plant cooling system
by: Mohamad Nor A.A.; Minhat M.S.; Ya'acob N.; Kassim M.
Published: (2023)

RFID Monitoring System and Management on Deer Husbandry
by: Anak Rechie R.M.; Kassim M.; Ya'Acob N.; Mohamad R.
Published: (2020)

Design of High Performance Triangular Fiber Bragg Grating Temperature Sensor using OptiSystem and OptiGrating Software
by: Naim N.F.; Zulkifli N.A.T.M.; Supian L.S.; Ya'Acob N.; Yusof A.L.; Muhamad W.N.W.; Sarnin S.S.
Published: (2023)

Earth Observation Mission of a 6U CubeSat with a 5-Meter Resolution for Wildfire Image Classification Using Convolution Neural Network Approach
by: Azami M.H.B.; Orger N.C.; Schulz V.H.; Oshiro T.; Cho M.
Published: (2022)

Development of fluorescent tube antenna array for Wi-Fi application
by: Hilmi M.; Ali M.T.; Ya'Acob N.; Zali H.M.; Ja'Afar H.
Published: (2015)

Proportional Fairness for Long-Term Evolution-Licensed Assisted Access (LTE-LAA) with Wi-Fi Coexistence in Unlicensed Spectrum
by: Yusof A.L.; Mokhtar N.N.; Hanapiah N.H.M.; Ya’acob N.; Naim N.F.
Published: (2024)

Measurement of digital video broadcasting-second generation terestrial (DVB-T2) signal in Kuala Lumpur, Malaysia
by: Ya’acob N.; Tajudin N.; Meri M.; Zamiri M.; Yusof A.L.; Sarnin S.S.; Idris A.
Published: (2019)

The Development of A Mobile Music Streaming Application Using Machine Learning
by: Foo K.Q.; Jalil A.; Aziz A.A.; Kolandaisamy R.; Subaramaniam K.
Published: (2023)

Real-Time Pavement Crack Detection Based on Artificial Intelligence
by: Ya’acob N.; Zuraimi M.D.I.; Rahman A.A.A.; Yusof A.L.; Ali D.M.
Published: (2024)

Qos of wi-fi performance based on signal strength and channel for indoor campus network
by: Ghafar A.A.; Kassim M.; Ya’acob N.; Mohamad R.; Rahman R.A.
Published: (2020)

Groundwater level prediction using machine learning models: A comprehensive review
by: Tao H.; Hameed M.M.; Marhoon H.A.; Zounemat-Kermani M.; Heddam S.; Sungwon K.; Sulaiman S.O.; Tan M.L.; Sa'adi Z.; Mehr A.D.; Allawi M.F.; Abba S.I.; Zain J.M.; Falah M.W.; Jamei M.; Bokde N.D.; Bayatvarkeshi M.; Al-Mukhtar M.; Bhagat S.K.; Tiyasha T.; Khedher K.M.; Al-Ansari N.; Shahid S.; Yaseen Z.M.
Published: (2022)

Using Machine Learning to Predict Visitors to Totally Protected Areas in Sarawak, Malaysia
by: Abang Abdurahman A.Z.; Wan Yaacob W.F.; Md Nasir S.A.; Jaya S.; Mokhtar S.
Published: (2022)

The effect of chemical parameters on water quality index in machine learning studies: A meta-analysis
by: Malek N.H.A.; Wan Yaacob W.F.; Nasir S.A.M.; Shaadan N.
Published: (2021)

Review on anomalous gait behavior detection using machine learning algorithms
by: Razak H.A.; Saleh M.A.M.; Tahir N.M.
Published: (2020)

A review of the application of support vector machines in landslide susceptibility mapping
by: Yusof M.K.T.M.; Rashid A.S.A.; Apandi N.M.; Khanan M.F.B.A.; Rahman M.Z.B.A.
Published: (2023)

Preliminary study on agarwood essential oil and its classification techniques using machine learning
by: Al-Hadi A.H.I.H.; Amidon A.F.M.; Huzir S.M.H.M.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2023)

Performance analysis of uplink scheduling algorithms in LTE networks
by: Ismail S.B.; Ali D.B.M.; Ya’acob N.
Published: (2018)

Optimal efficiency on nuclear reactor secondary cooling process using machine learning model
by: Hajar I.; Kassim M.; Minhat M.S.; Azmi I.N.
Published: (2024)

E-Commerce Detectives: A Scam Website Detection Application Using Machine Learning
by: Azzuri P.N.; Suffian Sulaiman M.
Published: (2024)

Estimation of TRMM rainfall for landslide occurrences based on rainfall threshold analysis
by: Tajudin N.; Ya’acob N.; Ali D.M.; Adnan N.A.
Published: (2020)

Pattern analysis on Aquilaria Malaccensis using machine learning
by: Hasnu Al-Hadi A.H.‘.; Mohd Huzir S.M.H.; Zaidi A.H.; Ismail N.; Mohd Yusoff Z.; Haron M.H.; Taib M.N.
Published: (2024)

Application Analysis of Machine Learning in Intelligent Operation and Maintenance System
by: Jubo J.; Abdul Malek Wan Abdullah W.; Chen Z.; Binti Anwar N.
Published: (2022)

A REVIEW ON EXTENSIVELY USED MACHINE LEARNING TECHNIQUES FOR THE PREDICTION OF COVID-19
by: Mojahid H.Z.; Zain J.M.; Basit A.; Yusoff M.; Ali M.
Published: (2024)

Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
by: Abdullah M.N.; Yap B.W.; Sapri N.N.F.F.; Wan Yaacob W.F.
Published: (2023)