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

Author:

Li Lu1ORCID,Sali Aduwati1ORCID,Liew Jiun Terng1,Saleh Nur Luqman1ORCID,Ahmad Sharifah Mumtazah Syed1ORCID,Ali Azizi Mohd1,Nuruddin Ahmad Ainuddin2,Aziz Nurizana Amir3,Sitanggang Imas Sukaesih4,Syaufina Lailan5,Nurhayati Ati Dwi5,Nishino Hisanori6,Asai Nobuyuki6

Affiliation:

1. Department of Computer and Communication Systems Engineering, Faculty of Engineering, Wireless and Photonics Networks Research Centre of Excellence (WiPNET), Universiti Putra Malaysia, Serdang, Selangor, Malaysia

2. Institute of Tropical Forestry and Forest Products (INTROP), Universiti Putra Malaysia (UPM), Serdang, Selangor, Malaysia

3. Malaysian Meteorological Department (MET Malaysia), Petaling Jaya, Selangor, Malaysia

4. Department of Computer Science, Faculty of Natural Science and Mathematics, IPB University (Bogor Agricultural University), Bogor, Indonesia

5. Department of Silviculture, Faculty of Forestry, IPB University (Bogor Agricultural University), Bogor, Indonesia

6. National Institute of Information and Communications Technology (NICT), Koganei, Tokyo, Japan

Funder

IGNITE: Interference Modeling for 5G and Fixed Satellite Service (FSS) Coexistence at mmWave With Climate Change Considerations in the Tropical Region

Networked ASEAN Peatland Data (NAPD): Networked Association of Southeast Asian Nations (ASEAN) Peatland Data and Net-Peat: Networked ASEAN Peatland Communities for Transboundary Haze Alert

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference29 articles.

1. Hazy Days: Forest Fires and the Politics of Environmental Security in Indonesia

2. UNFCCC COP26 global peatlands pavilion summary report;van offelen,2022

3. A 1980–2018 global fire danger re-analysis dataset for the Canadian fire weather indices;vitolo;Data Science Journal,2019

4. Peat moisture and water level relationship in a tropical peat swamp forest;nuruddin;J Appl Sci,2006

5. Mapping the Groundwater Level and Soil Moisture of a Montane Peat Bog Using UAV Monitoring and Machine Learning

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