Amiratul Diyana Amirruddin

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 et al. · Computers and Electronics in Agriculture · 2020 · 82 citations

Hyperspectral Imaging, Precision Agriculture, Environmental Monitoring +11

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 et al. · Computers and Electronics in Agriculture · 2022 · 59 citations

Precision Agriculture, Environmental Monitoring, Engineering +9

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 et al. · Computers and Electronics in Agriculture · 2020 · 18 citations

Food Chemistry, Spectroscopic Method, Engineering +11

Assessing leaf scale measurement for nitrogen content of oil palm: performance of discriminant analysis and Support Vector Machine classifiers

Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Norida Mazlan · International Journal of Remote Sensing · 2017 · 12 citations

Nitrogen Effects on Growth and Spectral Characteristics of Immature and Mature Oil Palms

Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Ngai Paing Tan et al. · Asian Journal of Plant Sciences · 2017 · 10 citations · Full text