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)

The Use of Multi-Temporal Landsat Imageries in Detecting Seasonal Crop Abandonment. - Noryusdiana Mohamad Yusoff; Farrah Melissa Muharam (Remote. Sens., 2015)

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)

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)

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. - Amiratul Diyana Amirruddin; Farrah Melissa Muharam; Mohd Hasmadi Ismail; Mohd Firdaus Ismail; Ngai Paing Tan; Daljit Singh Karam (Comput. Electron. Agric., 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)

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)

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)

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 (Elaeis guineensis) 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)

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)

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., 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., 2023)

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)