Azimah Abd Rahman
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Azimah Abd Rahman has a total of 32 co-authors. Here are the top co-authors by number of shared publications:
- Muhammad Wafiy Adli Ramli
Universiti Sains Malaysia
2 shared publications - Nor Eliza Alias
Centre for Environmental Sustainability and Water Security, Research Institute for Sustainable Environment, Universiti Teknologi Malaysia, Johor Bahru, Malaysia
2 shared publications - Nur Faeza Abu Kassim
129 Medical Entomology Laboratory, School of Biological Sciences, Universiti Sains Malaysia, Minden, Malaysia
2 shared publications Nurhafizul Abu Seri
Univ Sains Malaysia, Sch Humanities, Geoinformat Unit, Geog Sect, Usm 11800, Pulau Pinang, Malaysia
2 shared publications- Yusrin Faiz Abdul Wahab
Construction Research Institute of Malaysia (CREAM), CIDB Malaysia, Kuala Lumpur, Malaysia
2 shared publications - Zulfaqar Sa’aDi
Centre for Tropical Climate Change System, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Malaysia
2 shared publications
Latest Publications
- Open Access
- 25 September 2026
- Published by Springer Nature in Geoenvironmental Disasters
- Vol. 13 (1) , 63
Integrating flood and landslide susceptibility for multi-hazard assessment in the Langat Catchment, Malaysia
Background: Floods and landslides frequently affect the same catchment systems, yet they are usually assessed in isolation, which limits the ability of local authorities to identify areas exposed to their combined spatial influence. An integrated multi-hazard assessment is therefore needed to provide a more comprehensive understanding of spatial hazard susceptibility. This study develops an integrated flood–landslide multi-hazard susceptibility map for the Langat Catchment, Selangor, Malaysia, focusing on three districts: Hulu Langat, Sepang, and Kuala Langat. A geographical information system (GIS)-based frequency ratio (FR) method was applied to generate the individual flood and landslide susceptibility maps, using conditioning factors that comprised elevation, slope, curvature, aspect, rainfall, distance to river, distance to road, soil, geology, fault line, land use, and the topographic wetness index (TWI). Unlike separate single-hazard assessments, the proposed approach integrates the two susceptibility surfaces within a common 10 m spatial framework using hazard-frequency moderation factors adapted to the Malaysian disaster context. Results: Flood susceptibility is concentrated in the lower catchment areas of Sepang and Kuala Langat, where 28.8% of the area is classified as high and 9.7% as very high susceptibility. Landslide susceptibility is concentrated in the hilly upstream terrain of Hulu Langat, where 15.5% of the area falls within the very high susceptibility class. In the integrated multi-hazard map, 31.8% of the area is classified as moderate, 11.5% as high, and 30.9% as very high susceptibility. Validation using the area under the receiver operating characteristic curve (AUC-ROC) yielded an AUC of 0.803 and overall classification accuracy of 63.3%, indicating good predictive performance. Conclusion: The findings demonstrate that the integrated framework captures the contrasting spatial dominance of flooding in the lower catchment and of landslide susceptibility in the upper catchment. The resulting multi-hazard map provides a transparent spatial decision-support tool for land-use planning, mitigation prioritization, infrastructure protection, and emergency preparedness in tropical catchments exposed to multiple geohazards.
- 25 September 2026
- Published by Springer Nature in Geoenvironmental Disasters
- Vol. 13 (1) , 63
Open AccessIntegrating flood and landslide susceptibility for multi-hazard assessment in the Langat Catchment, Malaysia
Background: Floods and landslides frequently affect the same catchment systems, yet they are usually assessed in isolation, which limits the ability of local authorities to identify areas exposed to their combined spatial influence. An integrated multi-hazard assessment is therefore needed to provide a more comprehensive understanding of spatial hazard susceptibility. This study develops an integrated flood–landslide multi-hazard susceptibility map for the Langat Catchment, Selangor, Malaysia, focusing on three districts: Hulu Langat, Sepang, and Kuala Langat. A geographical information system (GIS)-based frequency ratio (FR) method was applied to generate the individual flood and landslide susceptibility maps, using conditioning factors that comprised elevation, slope, curvature, aspect, rainfall, distance to river, distance to road, soil, geology, fault line, land use, and the topographic wetness index (TWI). Unlike separate single-hazard assessments, the proposed approach integrates the two susceptibility surfaces within a common 10 m spatial framework using hazard-frequency moderation factors adapted to the Malaysian disaster context. Results: Flood susceptibility is concentrated in the lower catchment areas of Sepang and Kuala Langat, where 28.8% of the area is classified as high and 9.7% as very high susceptibility. Landslide susceptibility is concentrated in the hilly upstream terrain of Hulu Langat, where 15.5% of the area falls within the very high susceptibility class. In the integrated multi-hazard map, 31.8% of the area is classified as moderate, 11.5% as high, and 30.9% as very high susceptibility. Validation using the area under the receiver operating characteristic curve (AUC-ROC) yielded an AUC of 0.803 and overall classification accuracy of 63.3%, indicating good predictive performance. Conclusion: The findings demonstrate that the integrated framework captures the contrasting spatial dominance of flooding in the lower catchment and of landslide susceptibility in the upper catchment. The resulting multi-hazard map provides a transparent spatial decision-support tool for land-use planning, mitigation prioritization, infrastructure protection, and emergency preparedness in tropical catchments exposed to multiple geohazards.
- Open Access
- 1 July 2025
- Published by AccScience Publishing in International Journal of Population Studies
- Vol. 11 (6) , 144
A quantitative analysis framework for reducing urban poverty among the B40 group in Malaysia: A case study in People’s Housing Project in Kerinchi, Kuala Lumpur
Urban poverty in Malaysia remains a critical challenge that demands comprehensive and inclusive solutions. This study proposes a responsive urban poverty framework, classifying individuals into two main groups: the working age group (20 – 59 years) and the post-working age group (60 years and above). Drawing on data from 334 heads of households (HoHs) in the B40 income group residing in the people’s housing project in Kerinchi, Kuala Lumpur, the study evaluates strategies to enhance the well-being and competitiveness of the urban poor. A quantitative approach was employed, with data collected through structured questionnaires and analyzed using the Statistical Package for the Social Sciences software. Findings indicate an average monthly income of RM 2,589 among B40 HoHs, with marked improvements in well-being for those adopting targeted intervention strategies. The proposed framework incorporates targeted and actionable measures to increase household income and resilience in both short and long-term scenarios. This study underscores the importance of understanding the multifaceted dimensions of urban poverty, implementing effective strategies, and developing practical frameworks to improve economic stability and quality of life of urban B40 households. The findings provide valuable guidance for policymakers, urban planners, and social development stakeholders in formulating strategies that address the economic challenges faced by B40 households in urban Malaysia.
- 1 July 2025
- Published by AccScience Publishing in International Journal of Population Studies
- Vol. 11 (6) , 144
Open AccessA quantitative analysis framework for reducing urban poverty among the B40 group in Malaysia: A case study in People’s Housing Project in Kerinchi, Kuala Lumpur
Urban poverty in Malaysia remains a critical challenge that demands comprehensive and inclusive solutions. This study proposes a responsive urban poverty framework, classifying individuals into two main groups: the working age group (20 – 59 years) and the post-working age group (60 years and above). Drawing on data from 334 heads of households (HoHs) in the B40 income group residing in the people’s housing project in Kerinchi, Kuala Lumpur, the study evaluates strategies to enhance the well-being and competitiveness of the urban poor. A quantitative approach was employed, with data collected through structured questionnaires and analyzed using the Statistical Package for the Social Sciences software. Findings indicate an average monthly income of RM 2,589 among B40 HoHs, with marked improvements in well-being for those adopting targeted intervention strategies. The proposed framework incorporates targeted and actionable measures to increase household income and resilience in both short and long-term scenarios. This study underscores the importance of understanding the multifaceted dimensions of urban poverty, implementing effective strategies, and developing practical frameworks to improve economic stability and quality of life of urban B40 households. The findings provide valuable guidance for policymakers, urban planners, and social development stakeholders in formulating strategies that address the economic challenges faced by B40 households in urban Malaysia.
- Open Access
- 31 May 2025
- Published by Penerbit Universiti Kebangsaan Malaysia (UKM Press) in e-Bangi Journal of social science and humanities
- Vol. 22 (2)
Analisis Hotspot bagi Kes Demam Denggi di Pulau Pinang Menggunakan Pendekatan Aplikasi Sistem Maklumat Geografi (GIS)
Kes demam denggi di Pulau Pinang menunjukkan peningkatan mendadak dari tahun 2021 hingga 2023, dengan jumlah kes tertinggi direkodkan pada tahun 2023. Kajian ini menggunakan teknologi Sistem Maklumat Geografi (GIS) untuk menganalisis taburan ruang kes demam denggi dan mengenal pasti kawasan titik panas (hotspot) utama. GIS membolehkan pemetaan taburan kes dijalankan secara sistematik serta membantu mengenal pasti faktor persekitaran dan demografi yang menyumbang kepada penyebaran penyakit. Analisis statistik seperti korelasi Pearson digunakan bagi mengkaji hubungan antara pembolehubah persekitaran seperti suhu, taburan hujan, dan kepadatan penduduk terhadap bilangan kes. Hasil dapatan menunjukkan Seberang Perai Tengah mengalami peningkatan kes paling ketara, iaitu daripada 549 kes pada tahun 2022 kepada 3,100 kes pada tahun 2023. Sebaliknya, Seberang Perai Selatan mencatatkan jumlah kes yang lebih rendah dan stabil, antara 62 hingga 232 kes. Taburan kes menunjukkan bahawa taburan hujan mempunyai hubungan yang sangat kuat (r=0.965) dan signifikan secara statistik terhadap peningkatan kes, manakala suhu dan kepadatan penduduk menunjukkan pengaruh yang berbeza mengikut tahun. Analisis hotspot mengesahkan kepekatan kes di kawasan yang lebih urban dan padat. Kajian ini memberi panduan penting kepada pihak berkuasa kesihatan dalam merangka strategi pencegahan yang lebih terarah dan berkesan melalui pemantauan persekitaran, kawalan vektor yang bersasar serta penggunaan data GIS.
- 31 May 2025
- Published by Penerbit Universiti Kebangsaan Malaysia (UKM Press) in e-Bangi Journal of social science and humanities
- Vol. 22 (2)
Open AccessAnalisis Hotspot bagi Kes Demam Denggi di Pulau Pinang Menggunakan Pendekatan Aplikasi Sistem Maklumat Geografi (GIS)
Kes demam denggi di Pulau Pinang menunjukkan peningkatan mendadak dari tahun 2021 hingga 2023, dengan jumlah kes tertinggi direkodkan pada tahun 2023. Kajian ini menggunakan teknologi Sistem Maklumat Geografi (GIS) untuk menganalisis taburan ruang kes demam denggi dan mengenal pasti kawasan titik panas (hotspot) utama. GIS membolehkan pemetaan taburan kes dijalankan secara sistematik serta membantu mengenal pasti faktor persekitaran dan demografi yang menyumbang kepada penyebaran penyakit. Analisis statistik seperti korelasi Pearson digunakan bagi mengkaji hubungan antara pembolehubah persekitaran seperti suhu, taburan hujan, dan kepadatan penduduk terhadap bilangan kes. Hasil dapatan menunjukkan Seberang Perai Tengah mengalami peningkatan kes paling ketara, iaitu daripada 549 kes pada tahun 2022 kepada 3,100 kes pada tahun 2023. Sebaliknya, Seberang Perai Selatan mencatatkan jumlah kes yang lebih rendah dan stabil, antara 62 hingga 232 kes. Taburan kes menunjukkan bahawa taburan hujan mempunyai hubungan yang sangat kuat (r=0.965) dan signifikan secara statistik terhadap peningkatan kes, manakala suhu dan kepadatan penduduk menunjukkan pengaruh yang berbeza mengikut tahun. Analisis hotspot mengesahkan kepekatan kes di kawasan yang lebih urban dan padat. Kajian ini memberi panduan penting kepada pihak berkuasa kesihatan dalam merangka strategi pencegahan yang lebih terarah dan berkesan melalui pemantauan persekitaran, kawalan vektor yang bersasar serta penggunaan data GIS.
- 26 May 2025
- Published by Springer Nature in Natural Hazards
- p. 1-24
Disaster risk assessment in Malaysia: current state, challenges, and future directions
- 26 May 2025
- Published by Springer Nature in Natural Hazards
- p. 1-24
Disaster risk assessment in Malaysia: current state, challenges, and future directions
- Open Access
- 4 April 2025
- Published by Human Resources Management Academic Research Society (HRMARS) in International Journal of Academic Research in Business and Social Sciences
- Vol. 15 (4) , 1520-1534
Implications of Ecotourism Activities on the Local Community and Natural Environment in Jeli, Kelantan
HRMARS is well established journal publisher based in Pakistan. It is publishing prominent journals in social sciences since 2011.
- 4 April 2025
- Published by Human Resources Management Academic Research Society (HRMARS) in International Journal of Academic Research in Business and Social Sciences
- Vol. 15 (4) , 1520-1534
Open AccessImplications of Ecotourism Activities on the Local Community and Natural Environment in Jeli, Kelantan
HRMARS is well established journal publisher based in Pakistan. It is publishing prominent journals in social sciences since 2011.
- Open Access
- 2 February 2025
- Published by Human Resources Management Academic Research Society (HRMARS) in International Journal of Academic Research in Business and Social Sciences
- Vol. 15 (2) , 29-52
A Comprehensive Review and Bibliometric Analysis of Fireflies Bioluminescence from 2010 to 2023 Worldwide Trend
HRMARS is well established journal publisher based in Pakistan. It is publishing prominent journals in social sciences since 2011.
- 2 February 2025
- Published by Human Resources Management Academic Research Society (HRMARS) in International Journal of Academic Research in Business and Social Sciences
- Vol. 15 (2) , 29-52
Open AccessA Comprehensive Review and Bibliometric Analysis of Fireflies Bioluminescence from 2010 to 2023 Worldwide Trend
HRMARS is well established journal publisher based in Pakistan. It is publishing prominent journals in social sciences since 2011.
- Open Access
- 17 October 2024
- Published by Universiti Pendidikan Sultan Idris in GEOGRAFI
- Vol. 12 (12) , 102-115
Identification of Firefly Population Areas along Sepetang River Using the Buffer Method
This study identifies firefly population areas along the Sepetang River using Geographic Information System (GIS) buffer analysis. The focus is on Pteroptyx tener, which thrives in mangrove ecosystems, especially around Sonneratia caseolaris (Berembang trees). Field data were collected over six months from ten stations along the river to analyze firefly abundance concerning surrounding land use and vegetation types. Buffer zones of 50, 100, and 150 meters were applied to assess the impact of environmental factors and human activities on firefly populations. The results revealed that Station 6 had the highest firefly concentration, attributed to its dense Berembang tree cover. These findings emphasize the significance of mangrove conservation for sustaining firefly habitats. This research highlights the effective use of GIS in ecological conservation and underscores the need for protective buffer zones to mitigate the impacts of urbanization on firefly populations.
- 17 October 2024
- Published by Universiti Pendidikan Sultan Idris in GEOGRAFI
- Vol. 12 (12) , 102-115
Open AccessIdentification of Firefly Population Areas along Sepetang River Using the Buffer Method
This study identifies firefly population areas along the Sepetang River using Geographic Information System (GIS) buffer analysis. The focus is on Pteroptyx tener, which thrives in mangrove ecosystems, especially around Sonneratia caseolaris (Berembang trees). Field data were collected over six months from ten stations along the river to analyze firefly abundance concerning surrounding land use and vegetation types. Buffer zones of 50, 100, and 150 meters were applied to assess the impact of environmental factors and human activities on firefly populations. The results revealed that Station 6 had the highest firefly concentration, attributed to its dense Berembang tree cover. These findings emphasize the significance of mangrove conservation for sustaining firefly habitats. This research highlights the effective use of GIS in ecological conservation and underscores the need for protective buffer zones to mitigate the impacts of urbanization on firefly populations.
- Open Access
- 9 October 2024
- Published by Universiti Putra Malaysia in Pertanika Journal of Science and Technology
- Vol. 32 (6) , 2873-2902
Application of GIS for Monitoring Firefly Population Abundance (Pteroptyx tener) and the Influence of Abiotic Factors
This study focuses on the Pteroptyx tener species in the Sepetang River, Malaysia, aiming to evaluate the firefly’s abundance and explore its correlation with various biotic and abiotic parameters. The study was conducted over six months, from November 2021 to April 2022, utilizing Geographic Information System (GIS) software to apply hotspot mapping and Inverse Distance Weighting (IDW) analysis to elucidate the spatial distribution of firefly populations. A total of 111,615 individuals were recorded, with a particular focus on this firefly species’ presence on their display trees. Hotspot analysis showed that Station 6, located at the mouth of a river with dense mangroves, hosted 55,723 fireflies (50.01%). In contrast, Stations 9 and 10, near ponds and shrimp settlements, recorded 517–723 fireflies (0.65% and 0.46%). Pearson’s correlation coefficient (r) unveiled a statistically significant positive correlation (r = 0.88, p < 0.05) between wind speed and the abundance of firefly populations within the Sepetang River. However, no statistically significant correlation (p > 0.05) was found between firefly abundance and various other abiotic parameters, including relative humidity (RH), air temperature, tide level, pH, electrical conductivity (EC), salinity, total dissolved solids (TDS), and water clarity. Thus, the results revealed the preference for fireflies due to the availability of vegetation, wind speed and minimal disturbance in this area. In conclusion, this study’s information significantly adds to our understanding of these interesting insects and their complicated relationships in nature. It underscores the importance of preserving their habitats and ecosystems.
- 9 October 2024
- Published by Universiti Putra Malaysia in Pertanika Journal of Science and Technology
- Vol. 32 (6) , 2873-2902
Open AccessApplication of GIS for Monitoring Firefly Population Abundance (Pteroptyx tener) and the Influence of Abiotic Factors
This study focuses on the Pteroptyx tener species in the Sepetang River, Malaysia, aiming to evaluate the firefly’s abundance and explore its correlation with various biotic and abiotic parameters. The study was conducted over six months, from November 2021 to April 2022, utilizing Geographic Information System (GIS) software to apply hotspot mapping and Inverse Distance Weighting (IDW) analysis to elucidate the spatial distribution of firefly populations. A total of 111,615 individuals were recorded, with a particular focus on this firefly species’ presence on their display trees. Hotspot analysis showed that Station 6, located at the mouth of a river with dense mangroves, hosted 55,723 fireflies (50.01%). In contrast, Stations 9 and 10, near ponds and shrimp settlements, recorded 517–723 fireflies (0.65% and 0.46%). Pearson’s correlation coefficient (r) unveiled a statistically significant positive correlation (r = 0.88, p < 0.05) between wind speed and the abundance of firefly populations within the Sepetang River. However, no statistically significant correlation (p > 0.05) was found between firefly abundance and various other abiotic parameters, including relative humidity (RH), air temperature, tide level, pH, electrical conductivity (EC), salinity, total dissolved solids (TDS), and water clarity. Thus, the results revealed the preference for fireflies due to the availability of vegetation, wind speed and minimal disturbance in this area. In conclusion, this study’s information significantly adds to our understanding of these interesting insects and their complicated relationships in nature. It underscores the importance of preserving their habitats and ecosystems.
- Open Access
- 1 April 2024
- Published by Human Resources Management Academic Research Society (HRMARS) in International Journal of Academic Research in Business and Social Sciences
- Vol. 14 (4) , 11-30
Geographical Information System (GIS) Application Approach in the Study of Firefly Population Distribution Around the Sepetang River Area, Perak
HRMARS is well established journal publisher based in Pakistan. It is publishing prominent journals in social sciences since 2011.
- 1 April 2024
- Published by Human Resources Management Academic Research Society (HRMARS) in International Journal of Academic Research in Business and Social Sciences
- Vol. 14 (4) , 11-30
Open AccessGeographical Information System (GIS) Application Approach in the Study of Firefly Population Distribution Around the Sepetang River Area, Perak
HRMARS is well established journal publisher based in Pakistan. It is publishing prominent journals in social sciences since 2011.
- Open Access
- 1 January 2024
- Published by Penerbit Universiti Kebangsaan Malaysia (UKM Press) in e-Bangi Journal of social science and humanities
- Vol. 21 (1)
Tinjauan Berkaitan Kesan Perkembangan Aktiviti Ekopelancongan Kelip-Kelip Terhadap Komuniti Setempat Di Semenanjung Malaysia
Artikel tinjauan ini memuatkan ulasan yang merujuk kajian terdahulu berkenaan perkembangan aktiviti ekopelancongan kelip-kelip di Malaysia. Ekopelancongan kelip-kelip menjadikan elemen serangga sebagai produk untuk menarik minat para pelancong untuk melihat keindahan alam semulajadi serangga yang sudah mula diperkenalkan sejak tahun 1980-an lagi. Ekopelancongan kelip-kelip ini bukan sahaja unik namun memberi manfaat daripada aspek ekonomi dan sosial kepada komuniti setempat. Kajian terdahulu yang menunjukkan ekopelancongan kelip-kelip memberi manfaat positif kepada komuniti setempat melalui penyediakan peluang pekerjaan, pendapatan sampingan komuniti, menyumbang kepada kesejahteraan sosial, dan mewujudkan peluang perniagaan. Artikel ini akan menyorot kajian terdahulu berkaitan kesan aktiviti ekopelancongan kelip-kelip seluruh semenanjung Malaysia terhadap komuniti setempat. Artikel ini mengulas sokongan komuniti yang diberikan melalui penglibatan secara langsung dan tidak langsung dalam aktiviti ekopelancongan kelip-kelip melalui penyediaan perkhidmatan untuk pengunjung dan memberi kerjasama dalam usaha mengekalkan persekitaran semulajadi paya bakau yang merupakan habitat bagi spesis serangga ini bagi memastikan ekopelancongan ini dapat diteruskan untuk jangka masa panjang. Hasil ulasan dan tinjauan dalam artikel ini sesuai dijadikan rujukan dan panduan bagi pengkaji yang menjalankan kajian berkaitan perkembangan aktiviti ekopelancongan kelip-kelip di Semenanjung Malaysia secara menyeluruh.
- 1 January 2024
- Published by Penerbit Universiti Kebangsaan Malaysia (UKM Press) in e-Bangi Journal of social science and humanities
- Vol. 21 (1)
Open AccessTinjauan Berkaitan Kesan Perkembangan Aktiviti Ekopelancongan Kelip-Kelip Terhadap Komuniti Setempat Di Semenanjung Malaysia
Artikel tinjauan ini memuatkan ulasan yang merujuk kajian terdahulu berkenaan perkembangan aktiviti ekopelancongan kelip-kelip di Malaysia. Ekopelancongan kelip-kelip menjadikan elemen serangga sebagai produk untuk menarik minat para pelancong untuk melihat keindahan alam semulajadi serangga yang sudah mula diperkenalkan sejak tahun 1980-an lagi. Ekopelancongan kelip-kelip ini bukan sahaja unik namun memberi manfaat daripada aspek ekonomi dan sosial kepada komuniti setempat. Kajian terdahulu yang menunjukkan ekopelancongan kelip-kelip memberi manfaat positif kepada komuniti setempat melalui penyediakan peluang pekerjaan, pendapatan sampingan komuniti, menyumbang kepada kesejahteraan sosial, dan mewujudkan peluang perniagaan. Artikel ini akan menyorot kajian terdahulu berkaitan kesan aktiviti ekopelancongan kelip-kelip seluruh semenanjung Malaysia terhadap komuniti setempat. Artikel ini mengulas sokongan komuniti yang diberikan melalui penglibatan secara langsung dan tidak langsung dalam aktiviti ekopelancongan kelip-kelip melalui penyediaan perkhidmatan untuk pengunjung dan memberi kerjasama dalam usaha mengekalkan persekitaran semulajadi paya bakau yang merupakan habitat bagi spesis serangga ini bagi memastikan ekopelancongan ini dapat diteruskan untuk jangka masa panjang. Hasil ulasan dan tinjauan dalam artikel ini sesuai dijadikan rujukan dan panduan bagi pengkaji yang menjalankan kajian berkaitan perkembangan aktiviti ekopelancongan kelip-kelip di Semenanjung Malaysia secara menyeluruh.