Evaluation of nitrogen nutrition status in oil palm based on spectral response and multi-sensor images

by Amirruddin, Amiratul Diyana
Published 2016

Spectral and foliar analysis using multiple machine learning classifiers for mature oil palm treated with nitrogen fertilizer

by Amirruddin, Amiratul Diyana
Published 2021

Classification of oil palm nitrogen status from SPOT-6 satellite using support vector machine and spectral indices

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa
Published 2017

Evaluation of vegetation index (VI) in estimating nitrogen nutrition status in oil palm

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa
Published 2015

Evaluation of linear discriminant and support vector machine classifiers for classification of nitrogen status in mature oil palm from SPOT-6 satellite images: analysis of raw spec...

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa
Published 2019

Assessing leaf scale measurement for nitrogen content of oil palm: performance of discriminant analysis and support vector machine classifiers

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Mazlan, Norida
Published 2017

Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Karam Singh, Daljit Singh
Published 2018

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

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Ismail, Mohd Hasmadi, Tan, Ngai Paing, Ismail, Mohd Firdaus
Published 2020

Synthetic Minority Over-Sampling Technique (SMOTE) and Logistic Model Tree (LMT)-adaptive boosting algorithms for classifying imbalanced datasets of nutrient and chlorophyll suffic...

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Ismail, Mohd Hasmadi, Tan, Ngai Paing, Ismail, Mohd Firdaus
Published 2022

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 fo...

by Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Ismail, Mohd Hasmadi, Ismail, Mohd Firdaus, Tan, Ngai Paing, Karam Singh, Daljit Singh
Published 2020