Prediction of peatlands forest fires in Malaysia using machine learning

L Li, A Sali, NK Noordin, A Ismail, F Hashim - Forests, 2023 - mdpi.com
The occurrence of fires in tropical peatlands poses significant threats to their ecosystems. An
Internet of Things (IoT) system was developed to measure and collect fire risk factors in the …

Estimation of ground water level (GWL) for tropical Peatland forest using machine learning

L Li, A Sali, JT Liew, NL Saleh, SMS Ahmad… - IEEE …, 2022 - ieeexplore.ieee.org
The tropical area has a large area of peatland, which is an important ecosystem that is
regarded as home by millions of people, plants and animals. However, the dried-up and …

Indonesian forest and land fire prevention patrol system

IS Sitanggang, L Syaufina, R Trisminingsih… - Fire, 2022 - mdpi.com
(1) Background: The management of forest and land fires has become of concern to the
Indonesian government, as demonstrated by the issuing of the Presidential Instruction of the …

Modeling of Evaporation Rate for Peatland Fire Prevention Using Internet of Things (IoT) System

L Li, A Sali, NK Noordin, A Ismail, F Hashim… - Fire, 2023 - mdpi.com
Peatland refers to the peat soil and wetland biological environment growing on the surface.
However, unexpected fires in peatlands frequently have brought severe greenhouse gas …

Machine Learning for Peatland Ground Water Level (GWL) Prediction via IoT System

L Li, A Sali, JT Liew, NL Saleh, AM Ali - IEEE Access, 2024 - ieeexplore.ieee.org
Peatland poses a severe environmental threat due to its potential for massive carbon
emission during fires. Conventional Ground Water Level (GWL) monitoring in peatlands is …

Unveiling Hidden Patterns: Harnessing the Matrix Profile Algorithm for Enhanced Peatland Monitoring and Analysis

C Drăgana, MD Pavel, G Stamatescu… - … Computing in Smart …, 2024 - ieeexplore.ieee.org
Monitoring peatlands involves various scientific methods and technologies, offering crucial
insights into the dynamics of these ecosystems, such as carbon storage, hydrological …

[PDF][PDF] Estimation of Ground Water Level (GWL) for Tropical Peatland Forest Using Machine Learning

NURL SALEH, SMS AHMAD, AM ALI, AA NURUDDIN… - academia.edu
The tropical area has a large area of peatland, which is an important ecosystem that is
regarded as home by millions of people, plants and animals. However, the dried-up and …