Brandon Heung

Assistant Professor

Dalhousie University

Canada

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Articles (11)

Year:

2024

Year:

2023

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2021

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2020

Year:

2020

Collaborators (6)

Ruhollah Taghizadeh-Mehrjardi

University of Tübingen

GERMANY

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Karsten Schmidt

University of Bern

SWITZERLAND

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Thorsten Behrens

Head

SWITZERLAND

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Sean Smukler

CANADA

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Quang Tri Nguyen

Associate Professor

Dalhousie University

CANADA

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Ahmad Al-Mallahi

Assistant Professor

Dalhousie University

CANADA

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Brandon Heung

Research Interests

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Articles (11)

Filling the gaps in soil data: A multi-model framework for addressing data gaps using pedotransfer functions and machine-learning with uncertainty estimates to estimate bulk density

Advances in soil survey and classification in Canada

Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates

Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning

A deep learning approach for RGB image-based powdery mildew disease detection on strawberry leaves

Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests

Bio-inspired hybridization of artificial neural networks: An application for mapping the spatial distribution of soil texture fractions

Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping

Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models

Spatio-temporal dynamic of soil quality in the central Iranian desert modeled with machine learning and digital soil assessment techniques

Digital Soil Mapping workflow for forest resource applications: A case study in the Hearst Forest, Ontario.

Collaborators (6)

Ruhollah Taghizadeh-Mehrjardi

Karsten Schmidt

Thorsten Behrens

Sean Smukler

Quang Tri Nguyen

Ahmad Al-Mallahi

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