Comparison of machine learning model performance for predicting the climate variables in Johor Bahru, Malaysia
Accurately predicting climate variables such as air temperature, humidity and precipitation plays a crucial role in air quality management. This research aims to provide preliminary information that can shed lights to local stakeholders for climate adaptation strategies in Johor Bahru city, Malaysia...
| Main Authors: | Che Rose, Farid Zamani, Rosili, Nur Aqilah Khadijah, Marsani, Muhammad Fadhil |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Research
2025
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/120149/ http://psasir.upm.edu.my/id/eprint/120149/1/120149.pdf |
Similar Items
Trend analysis and performance of machine learning models for agroclimatology parameters in Bosso, Nigeria
by: Muhammad, Abubakar Sadiq, et al.
Published: (2025)
by: Muhammad, Abubakar Sadiq, et al.
Published: (2025)
Detection procedure of structural changes in state-space models: impulse and steps indicator saturation technique
by: Farid Zamani Che Rose,, et al.
Published: (2025)
by: Farid Zamani Che Rose,, et al.
Published: (2025)
Predicting child alimony under Islamic shariah law using
hybrid fuzzy inference system
by: Rosili, Nur Aqilah Khadijah, et al.
Published: (2024)
by: Rosili, Nur Aqilah Khadijah, et al.
Published: (2024)
Utilising key climate element variability for the
prediction of future climate change using a support
vector machine model
by: Abubakar, Adamu, et al.
Published: (2016)
by: Abubakar, Adamu, et al.
Published: (2016)
An investigation of the spatial distribution of dengue cases in Johor Bahru, Johor, Malaysia
by: Hamidun, Shahril, et al.
Published: (2022)
by: Hamidun, Shahril, et al.
Published: (2022)
Prospect Of Condominium Development In Johor Bahru
by: Daud, Dzurlkanian, et al.
Published: (1995)
by: Daud, Dzurlkanian, et al.
Published: (1995)
Johor Bahru: a quality of life city
by: Mohd Yusof, Mohd Johari
Published: (2013)
by: Mohd Yusof, Mohd Johari
Published: (2013)
Prediction of relapse among individuals undergoing methadone maintenance therapy in Johor Bahru Healath district
by: Mohmad, Faradia, et al.
Published: (2022)
by: Mohmad, Faradia, et al.
Published: (2022)
Kajian ke atas keupayaan membeli rumah bagi golongan sederhana di kawasan Johor Bahru
by: Mahamud, Rosadah, et al.
Published: (2001)
by: Mahamud, Rosadah, et al.
Published: (2001)
Rainfall characteristics of Johor Bahru and Kota Bharu, Malaysia
by: Md Ali, Zarina, et al.
Published: (2017)
by: Md Ali, Zarina, et al.
Published: (2017)
Factors influencing demand for condominium in Johor Bahru, Malaysia
by: Abu Zarin, Hasmah, et al.
Published: (1999)
by: Abu Zarin, Hasmah, et al.
Published: (1999)
Size segregated of atmospheric sulphate aerosols in Johor Bahru
by: Mohd. Yusof, Mohd. Rashid, et al.
Published: (1997)
by: Mohd. Yusof, Mohd. Rashid, et al.
Published: (1997)
Marketability of hibah amanah: a case study at Tabung Haji Johor Bahru / Asma Nurul 'Aqilah Mahpuz
by: Mahpuz, Asma Nurul 'Aqilah
Published: (2018)
by: Mahpuz, Asma Nurul 'Aqilah
Published: (2018)
Evaluation of climate variability performances using statistical climate models
by: Nurul Nadrah Aqilah Tukimat,, et al.
Published: (2018)
by: Nurul Nadrah Aqilah Tukimat,, et al.
Published: (2018)
Evaluation of Climate Variability Performances using Statistical Climate Models
by: Nurul Nadrah Aqilah, Tukimat, et al.
Published: (2018)
by: Nurul Nadrah Aqilah, Tukimat, et al.
Published: (2018)
Kecenderungan ibubapa muslim terhadap pemakanan halal: kajian di Skudai, Johor Bahru Johor
by: Muhamad, Siti Norlina, et al.
Published: (2005)
by: Muhamad, Siti Norlina, et al.
Published: (2005)
Bachelor of architecture thesis : proposed waterfront park at Stulang Laut, Johore Bahru, Johore
by: Baharudin, Mohd. Dzulfadzli, et al.
Published: (2007)
by: Baharudin, Mohd. Dzulfadzli, et al.
Published: (2007)
The study of housing preferences of the Seletar community in Johor Bahru, Malaysia
by: Mohd Noordin, Muhammad Faiz, et al.
Published: (2020)
by: Mohd Noordin, Muhammad Faiz, et al.
Published: (2020)
Factors that contribute to the internationalization of SMEs in Johor Bahru / Nordalilah Radzuan
by: Radzuan, Nordalilah
Published: (2015)
by: Radzuan, Nordalilah
Published: (2015)
The competitiveness level of SMEs in Johor Bahru / Mohd Razis Sipon
by: Sipon, Mohd Razis
Published: (2015)
by: Sipon, Mohd Razis
Published: (2015)
An Investigation Into the Price Increase Rapidly in Residential Property in the Johor Bahru
by: Ho, Nam Hon
Published: (2015)
by: Ho, Nam Hon
Published: (2015)
Perception of construction company on quality assessment system in Johor Bahru
by: Nurul Nadia, Hamidon
Published: (2017)
by: Nurul Nadia, Hamidon
Published: (2017)
Opportunities of tenancy management services by FM Organisation in Johor Bahru
by: Khaw, Tan Cheng
Published: (2005)
by: Khaw, Tan Cheng
Published: (2005)
An assessment of drinking water quality in parts of Skudai, Johor Bahru
by: Othman, Abd. Rasid, et al.
Published: (1992)
by: Othman, Abd. Rasid, et al.
Published: (1992)
Analysis of Wind Flow in Residential Areas of Johor Bahru City
by: Kubota, Tetsu, et al.
Published: (2005)
by: Kubota, Tetsu, et al.
Published: (2005)
Knowledge and practices on food safety among secondary school students in Johor Bahru, Johor, Malaysia
by: Norazmir, M.N., et al.
Published: (2012)
by: Norazmir, M.N., et al.
Published: (2012)
The effect of symphysio-fundal height measurement in detecting macrosomia and predicting shoulder dystocia in Hospital Sultan Ismail, Johor Bahru
by: Hasan, Hasnurul Juma'ah
Published: (2017)
by: Hasan, Hasnurul Juma'ah
Published: (2017)
Prediction of relapse among individuals undergoing methadone maintenance therapy in Johor Bahru health district among Malaysian adults
by: Mohmad, Faradia, et al.
Published: (2022)
by: Mohmad, Faradia, et al.
Published: (2022)
Analysis of climate variability and trends in the context of climate changes: Case study in Terengganu
by: Wan Zunairah, Othman, et al.
Published: (2022)
by: Wan Zunairah, Othman, et al.
Published: (2022)
Assessing the implementation of bias correction in the climate prediction
by: Nurul Nadrah Aqilah, Tukimat
Published: (2018)
by: Nurul Nadrah Aqilah, Tukimat
Published: (2018)
Urban masjid: the heart and soul of Johor Bahru (Masjid Al-Attas)
by: Muhammad, Muhammad Azmeer, et al.
Published: (2019)
by: Muhammad, Muhammad Azmeer, et al.
Published: (2019)
Architectural value for urban tourism placemaking to rejuvenate the cityscape in Johor Bahru
by: Abdul Rahman, Noraslinda, et al.
Published: (2018)
by: Abdul Rahman, Noraslinda, et al.
Published: (2018)
Perception towards waqf management in Johor Bahru / Nor Syahira Ismail
by: Ismail, Nor Syahira
Published: (2016)
by: Ismail, Nor Syahira
Published: (2016)
A Study On Ketamine Abusers In
Georgetown, Kuala Lumpur And Johor
Bahru
by: Suppiah, S. Batumalai
Published: (2016)
by: Suppiah, S. Batumalai
Published: (2016)
Personality and Counterproductive Work Behaviour (CWB) at AEON Tebrau, Johor Bahru
by: Tahir, Wan Nurul Aziera Ameera Wan Mohamad, et al.
Published: (2017)
by: Tahir, Wan Nurul Aziera Ameera Wan Mohamad, et al.
Published: (2017)
Urban connectivity in Johor Bahru City Center: a review study
by: Seron, Nor Fasihah Ngah, et al.
Published: (2021)
by: Seron, Nor Fasihah Ngah, et al.
Published: (2021)
A study of covid-19 recession on the housing prices in Johor Bahru
by: Tee, Yee Yang
Published: (2022)
by: Tee, Yee Yang
Published: (2022)
Managing construction project risks; case study: contractors in Johor Bahru
by: Abdul Rahiman, Nafisah
Published: (2006)
by: Abdul Rahiman, Nafisah
Published: (2006)
The effects of socio-economic characteristics on household wastes in Johor Bahru district
by: Mohd. Yusof, Mohd. Badruddin
Published: (2004)
by: Mohd. Yusof, Mohd. Badruddin
Published: (2004)
Discipline problems among secondary school students in Johor Bahru, Malaysia
by: Yahaya, Azizi, et al.
Published: (2009)
by: Yahaya, Azizi, et al.
Published: (2009)
Similar Items
-
Trend analysis and performance of machine learning models for agroclimatology parameters in Bosso, Nigeria
by: Muhammad, Abubakar Sadiq, et al.
Published: (2025) -
Detection procedure of structural changes in state-space models: impulse and steps indicator saturation technique
by: Farid Zamani Che Rose,, et al.
Published: (2025) -
Predicting child alimony under Islamic shariah law using
hybrid fuzzy inference system
by: Rosili, Nur Aqilah Khadijah, et al.
Published: (2024) -
Utilising key climate element variability for the
prediction of future climate change using a support
vector machine model
by: Abubakar, Adamu, et al.
Published: (2016) -
An investigation of the spatial distribution of dengue cases in Johor Bahru, Johor, Malaysia
by: Hamidun, Shahril, et al.
Published: (2022)