Search Results - "Muharam, Farrah Melissa"

Evaluating the impacts of land use/land cover changes across topography against land surface temperature in Cameron Highlands by How Jin Aik, Darren, Ismail, Mohd Hasmadi, Muharam, Farrah Melissa, Alias, Mohamad Azani

“…The Cameron Highlands has experienced multiple land encroachment activities and repeated deforestation, leading to extensive land-use and land-cover change…”
Get full text

Land Use/Land Cover Changes and the Relationship with Land Surface Temperature Using Landsat and MODIS Imageries in Cameron Highlands, Malaysia by How Jin Aik, Darren, Ismail, Mohd Hasmadi, Muharam, Farrah Melissa

“…Mountainous regions are more sensitive to climatic condition changes and are susceptible to recent increases in temperature. Due to urbanization and land…”
Get full text

Automatic Disease Detection of Basal Stem Rot Using Deep Learning and Hyperspectral Imaging by Yong, Lai Zhi, Khairunniza-Bejo, Siti, Jahari, Mahirah, Muharam, Farrah Melissa

“…Basal Stem Rot (BSR), a disease caused by Ganoderma boninense (G. boninense), has posed a significant concern for the oil palm industry, particularly in…”
Get full text

Using satellite-measured relative humidity for prediction of Metisa plana's population in oil palm plantations: A comparative assessment of regression and artificial neural network models by Ruslan, Siti Aisyah, Muharam, Farrah Melissa, Zulkafli, Zed, Omar, Dzolkhifli, Zambri, Muhammad Pilus

“…Metisa plana (Walker) is a leaf defoliating pest that is able to cause staggering economical losses to oil palm cultivation. Considering the economic…”
Get full text

Modified Linear Scaling and Quantile Mapping Mean Bias Correction of MODIS Land Surface Temperature for Surface Air Temperature Estimation for the Lowland Areas of Peninsular Malaysia by Bahari, Nurul Iman Saiful, Muharam, Farrah Melissa, Zulkafli, Zed, Mazlan, Norida, Husin, Nor Azura

“…MODIS land surface temperature data (MODIS Ts) products are quantified from the earth surface’s reflected thermal infrared signal via sensors onboard the Terra…”
Get full text

UAV- and Random-Forest-AdaBoost (RFA)-Based Estimation of Rice Plant Traits by Muharam, Farrah Melissa, Nurulhuda, Khairudin, Zulkafli, Zed, Tarmizi, Mohamad Arif, Abdullah, Asniyani Nur Haidar, Che Hashim, Muhamad Faiz, Mohd Zad, Siti Najja, Radhwane, Derraz, Ismail, Mohd Razi

“…Rapid, accurate and inexpensive methods are required to analyze plant traits throughout all crop growth stages for plant phenotyping. Few studies have…”
Get full text

Machine-Learning Approach Using SAR Data for the Classification of Oil Palm Trees That Are Non-Infected and Infected with the Basal Stem Rot Disease by Hashim, Izrahayu Che, Shariff, Abdul Rashid Mohamed, Bejo, Siti Khairunniza, Muharam, Farrah Melissa, Ahmad, Khairulmazmi

“…Basal stem rot disease (BSR) in oil palm plants is caused by the Ganoderma boninense (G. boninense) fungus. BSR is a major disease that affects oil palm…”
Get full text

Development of a web-geographical information system application for plotting tuberculosis cases by Mohidem, Nur Adibah, Osman, Malina, Muharam, Farrah Melissa, Mohd Elias, Saliza, Shaharudin, Rafiza, Hashim, Zailina

“…In the last few decades, public health surveillance has increasingly applied statistical methods to analyze the spatial disease distributions. Nevertheless,…”
Get full text

Classification of Non-Infected and Infected with Basal Stem Rot Disease Using Thermal Images and Imbalanced Data Approach by Hashim, Izrahayu Che, Shariff, Abdul Rashid Mohamed, Bejo, Siti Khairunniza, Muharam, Farrah Melissa, Ahmad, Khairulmazmi

“…Basal stem rot (BSR) disease occurs due to the most aggressive and threatening fungal attack of the oil palm plant known as Ganoderma boninense (G. boninense)…”
Get full text

An overview on the preparation of rice husk biochar, factors affecting its properties, and its agriculture application by Singh Karam, Daljit, Nagabovanalli, Prakash, Sundara Rajoo, Keeren, Fauziah Ishak, Che, Abdu, Arifin, Rosli, Zamri, Melissa Muharam, Farrah, Zulperi, Dzarifah

“…In rice-producing countries, the abundance of rice residue must be sustainably managed to avoid environmental problems. Moreover, repeated usage of inorganic…”
Get full text

Hyperspectral remote sensing for assessment of chlorophyll sufficiency levels in mature oil palm (Elaeis guineensis) based on frond numbers: Analysis of decision tree and random forest by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Ismail, Mohd Hasmadi, Ismail, Mohd Firdaus, Tan, Ngai Paing, Karam, Daljit Singh

“…•Three classes of oil palm chlorophyll were proposed via Jenks Natural Break.•Leaf Vis-NIR sensing and machine learning showed potential for chlorophyll…”
Get full text

Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass by Derraz, Radhwane, Melissa Muharam, Farrah, Nurulhuda, Khairudin, Ahmad Jaafar, Noraini, Keng Yap, Ng

“…•Base and ensemble algorithms were compared to handle VIs multicollinearity.•The comparison includes model performance, variance, stability, and…”
Get full text

Association of sociodemographic and environmental factors with spatial distribution of tuberculosis cases in Gombak, Selangor, Malaysia by Mohidem, Nur Adibah, Osman, Malina, Hashim, Zailina, Muharam, Farrah Melissa, Mohd Elias, Saliza, Shaharudin, Rafiza

“…Tuberculosis (TB) cases have increased drastically over the last two decades and it remains as one of the deadliest infectious diseases in Malaysia. This…”
Get full text

Relationship between High Temperature and Formation of Chalkiness and Their Effects on Quality of Rice by Ismail, Mohd. Razi, Rafii, Mohd Y., Muharam, Farrah Melissa, Alam, Md. Amirul, Hasan, M. M., Abdul Malek, Mohammad, Emon, R. M., Nevame, A. Y. M., Aslani, Farzad

“…Occurrence of chalkiness in rice is attributed to genetic and environmental factors, especially high temperature (HT). The HT induces heat stress, which in…”
Get full text

Evaluation of nitrogen treatment effects on the reflectance of cotton at different spatial scales by Muharam, Farrah Melissa, Delahunty, Tina, Maas, Stephen J.

“…The importance of assessing nitrogen (N) status in cotton is important from economic and environmental standpoints. In this study, visible and near-infrared…”
Get full text

Early Detection of Ganoderma boninense in Oil Palm Seedlings Using Support Vector Machines by Noor Azmi, Aiman Nabilah, Bejo, Siti Khairunniza, Jahari, Mahirah, Muharam, Farrah Melissa, Yule, Ian, Husin, Nur Azuan

“…Ganodermaboninense (G. boninense) is a fungus that causes one of the most destructive diseases in oil palm plantations in Southeast Asia called basal stem rot…”
Get full text

The Use of Multi-Temporal Landsat Imageries in Detecting Seasonal Crop Abandonment by Yusoff, Noryusdiana Mohamad, Muharam, Farrah Melissa

“…Abandonment of agricultural land is a global issue and a waste of resources and brings a negative impact on the local economy. It is also one of the key…”
Get full text

Uncertainty sources affecting operational efficiency of ML algorithms in UAV-based precision agriculture: A 2013–2020 systematic review by Derraz, Radhwane, Muharam, Farrah Melissa, Ahmad Jaafar, Noraini

“…Conventional methods of data sampling in agriculture are time consuming, labor intensive, destructive, subject to human error and affected by field conditions…”
Get full text

Demographic, socio-economic and behavior as risk factors of tuberculosis in Malaysia: a systematic review of the literature by Mohidem, Nur Adibah, Hashim, Zailina, Osman, Malina, Shaharudin, Rafiza, Muharam, Farrah Melissa, Makeswaran, Punitha

“…Background Tuberculosis (TB) is making a comeback and has remained one of the main causes of mortality among the list of infectious diseases in Malaysia…”
Get more information

Mapping hotspots of tuberculosis cases with validation on site in Gombak, Selangor, Malaysia by Mohidem, Nur Adibah, Osman, Malina, Hashim, Zailina, Muharam, Farrah Melissa, Mohd Elias, Saliza, Ma’pol, Aminuddin

“…Tuberculosis (TB) is regarded as one of the leading causes of death globally. The control strategies and resource allocation need to be prioritized in high…”
Get full text