Farrah Melissa Muharam

According to our database, Farrah Melissa Muharam authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Classification model for chlorophyll content using CNN and aerial images.

Mohd Nazuan Wagimin, Mohd Hafiz Bin Ismail, Shukor Sanim Mohd Fauzi, Chuah Tse Seng, Zulkiflee Abd. Latif, Farrah Melissa Muharam, Nurul Ain Mohd Zaki

Comput. Electron. Agric., 2024

2023

Trigonometric-Euclidean-Smoother Interpolator (TESI) for continuous time-series and non-time-series data augmentation for deep neural network applications in agriculture.

Radhwane Derraz, Farrah Melissa Muharam, Noraini Ahmad Jaafar, Keng-Yap Ng

Comput. Electron. Agric., March, 2023

Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass.

Radhwane Derraz, Farrah Melissa Muharam, Khairudin Nurulhuda, Noraini Ahmad Jaafar, Ng Keng Yap

Comput. Electron. Agric., February, 2023

2022

ORYZA (v3) rice crop growth modeling for MR269 under nitrogen treatments: Assessment of cross-validation on parameter variability.

Khairudin Nurulhuda, Farrah Melissa Muharam, Nurul Aina Najwa Shahar, Muhamad Faiz Che Hashim, Mohd Razi Ismail, Karel J. Keesman, Zed Zulkafli

Comput. Electron. Agric., 2022

Synthetic Minority Over-sampling TEchnique (SMOTE) and Logistic Model Tree (LMT)-Adaptive Boosting algorithms for classifying imbalanced datasets of nutrient and chlorophyll sufficiency levels of oil palm (<i>Elaeis guineensis</i>) using spectroradiometers and unmanned aerial vehicles.

Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail

Comput. Electron. Agric., 2022

2021

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.

Nurul Iman Saiful Bahari, Farrah Melissa Muharam, Zed Zulkafli, Norida Mazlan, Nor Azura Husin

Remote. Sens., 2021

2020

Early Detection of Ganoderma boninense in Oil Palm Seedlings Using Support Vector Machines.

Aiman Nabilah Noor Azmi, Siti Khairunniza-Bejo, Mahirah Jahari, Farrah Melissa Muharam, Ian J. Yule, Nur Azuan Husin

Remote. Sens., 2020

Hyperspectral spectroscopy and imbalance data approaches for classification of oil palm's macronutrients observed from frond 9 and 17.

Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail

Comput. Electron. Agric., 2020

Hyperspectral remote sensing for assessment of chlorophyll sufficiency levels in mature oil palm (<i>Elaeis guineensis</i>) based on frond numbers: Analysis of decision tree and random forest.

Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Mohd Firdaus Ismail, Ngai Paing Tan, Daljit Singh Karam

Comput. Electron. Agric., 2020

2018

Satellite Rainfall (TRMM 3B42-V7) Performance Assessment and Adjustment over Pahang River Basin, Malaysia.

Siti Najja Mohd Zad, Zed Zulkafli, Farrah Melissa Muharam

Remote. Sens., 2018

2017

Phenology and classification of abandoned agricultural land based on ALOS-1 and 2 PALSAR multi-temporal measurements.

Noryusdiana Mohamad Yusoff, Farrah Melissa Muharam, Wataru Takeuchi, Soni Darmawan, Muhamad Hafiz Abd Razak

Int. J. Digit. Earth, 2017

2015

The Use of Multi-Temporal Landsat Imageries in Detecting Seasonal Crop Abandonment.

Noryusdiana Mohamad Yusoff, Farrah Melissa Muharam

Remote. Sens., 2015

Estimating Cotton Nitrogen Nutrition Status Using Leaf Greenness and Ground Cover Information.

Farrah Melissa Muharam, Stephen J. Maas, Kevin F. Bronson, Tina Delahunty

Remote. Sens., 2015