Wartini Ng

Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra

Wartini Ng, Budiman Minasny, Maryam Montazerolghaem et al. · Geoderma · 2019 · 414 citations

Simultaneous Prediction, Convolutional Neural Network, Precision Agriculture +10

The influence of training sample size on the accuracy of deep learning models for the prediction of soil properties with near-infrared spectroscopy data

Wartini Ng, Budiman Minasny, Wanderson de Sousa Mendes et al. · SOIL · 2020 · 182 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +11

Convolutional neural network for soil microplastic contamination screening using infrared spectroscopy

Wartini Ng, Budiman Minasny, Alex B. McBratney · The Science of The Total Environment · 2019 · 126 citations

Convolutional Neural Network, Pollution Detection, Environmental Monitoring +8

Mid-infrared spectroscopy for accurate measurement of an extensive set of soil properties for assessing soil functions

Wartini Ng, Budiman Minasny, Sang Ho Jeon et al. · Soil Security · 2022 · 112 citations · Full text

Precision Agriculture, Environmental Monitoring, Soil Functions +16

Developing a soil spectral library using a low-cost NIR spectrometer for precision fertilization in Indonesia

Wartini Ng, Husnain, Linca Anggria et al. · Geoderma Regional · 2020 · 72 citations

Biogeochemistry, Precision Agriculture, Environmental Monitoring +11