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ORCIDFarrah Melissa Muharam
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2020 – today
- 2024
[j13]Mohd Nazuan Wagimin
, Mohd Hafiz Bin Ismail, Shukor Sanim Mohd Fauzi, Chuah Tse Seng, Zulkiflee Abd. Latif, Farrah Melissa Muharam, Nurul Ain Mohd Zaki:
Classification model for chlorophyll content using CNN and aerial images. Comput. Electron. Agric. 221: 109006 (2024)- 2023
- [j12]Radhwane Derraz, Farrah Melissa Muharam, Khairudin Nurulhuda, Noraini Ahmad Jaafar, Ng Keng Yap:
Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass. Comput. Electron. Agric. 205: 107621 (2023) - [j11]Radhwane Derraz, Farrah Melissa Muharam, Noraini Ahmad Jaafar, Keng-Yap Ng:
Trigonometric-Euclidean-Smoother Interpolator (TESI) for continuous time-series and non-time-series data augmentation for deep neural network applications in agriculture. Comput. Electron. Agric. 206: 107646 (2023) - 2022
- [j10]Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail:
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. Comput. Electron. Agric. 193: 106646 (2022) - [j9]Khairudin Nurulhuda, Farrah Melissa Muharam, Nurul Aina Najwa Shahar, Muhamad Faiz Che Hashim, Mohd Razi Ismail, Karel J. Keesman, Zed Zulkafli:
ORYZA (v3) rice crop growth modeling for MR269 under nitrogen treatments: Assessment of cross-validation on parameter variability. Comput. Electron. Agric. 195: 106809 (2022) - 2021
- [j8]Nurul Iman Saiful Bahari, Farrah Melissa Muharam, Zed Zulkafli, Norida Mazlan, Nor Azura Husin:
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. Remote. Sens. 13(13): 2589 (2021) - 2020
- [j7]Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Mohd Firdaus Ismail, Ngai Paing Tan, Daljit Singh Karam:
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. Comput. Electron. Agric. 169: 105221 (2020) - [j6]Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail:
Hyperspectral spectroscopy and imbalance data approaches for classification of oil palm's macronutrients observed from frond 9 and 17. Comput. Electron. Agric. 178: 105768 (2020) - [j5]Aiman Nabilah Noor Azmi, Siti Khairunniza-Bejo, Mahirah Jahari, Farrah Melissa Muharam, Ian J. Yule, Nur Azuan Husin:
Early Detection of Ganoderma boninense in Oil Palm Seedlings Using Support Vector Machines. Remote. Sens. 12(23): 3920 (2020)
2010 – 2019
- 2018
- [j4]Siti Najja Mohd Zad, Zed Zulkafli, Farrah Melissa Muharam:
Satellite Rainfall (TRMM 3B42-V7) Performance Assessment and Adjustment over Pahang River Basin, Malaysia. Remote. Sens. 10(3): 388 (2018) - 2017
- [j3]Noryusdiana Mohamad Yusoff, Farrah Melissa Muharam, Wataru Takeuchi, Soni Darmawan, Muhamad Hafiz Abd Razak:
Phenology and classification of abandoned agricultural land based on ALOS-1 and 2 PALSAR multi-temporal measurements. Int. J. Digit. Earth 10(2): 155-174 (2017) - 2015
- [j2]Farrah Melissa Muharam, Stephen J. Maas, Kevin F. Bronson, Tina Delahunty:
Estimating Cotton Nitrogen Nutrition Status Using Leaf Greenness and Ground Cover Information. Remote. Sens. 7(6): 7007-7028 (2015) - [j1]Noryusdiana Mohamad Yusoff, Farrah Melissa Muharam:
The Use of Multi-Temporal Landsat Imageries in Detecting Seasonal Crop Abandonment. Remote. Sens. 7(9): 11974-11991 (2015)
Coauthor Index
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