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Brandon Heung

Observed names: B. Heung, Brandon HEUNG, Heung, Brandon
ORCID: 0000-0001-6484-7786
Observed ORCID: 0000-0001-6484-7786
OpenAlex ID: A5066084411
An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping
2015 · Brandon Heung, Hung Chak Ho, et al. · Geoderma · 531
Predictive soil parent material mapping at a regional-scale: A Random Forest approach
2013 · Brandon Heung, Chuck E. Bulmer, et al. · Geoderma · 278
A deep learning approach for RGB image-based powdery mildew disease detection on strawberry leaves
2021 · Jaemyung Shin, Young K. Chang, et al. · Computers and Electronics in Agriculture · 191
Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping
2021 · Ruhollah Taghizadeh-Mehrjardi, Nikou Hamzehpour, et al. · Geoderma · 130
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models
2020 · Ruhollah Taghizadeh-Mehrjardi, Karsten Schmidt, et al. · Geoderma · 128
Automated feature extraction for prospection and analysis of monumental earthworks from aerial LiDAR in the Kingdom of Tonga
2016 · Travis Freeland, Brandon Heung, et al. · Journal of Archaeological Science · 116
Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning
2021 · Babak Kasraei, Brandon Heung, et al. · Environmental Modelling & Software · 99
Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests
2020 · Kamal Nabiollahi, Ruhollah Taghizadeh-Mehrjardi, et al. · Geoderma · 97
Spatio-temporal dynamic of soil quality in the central Iranian desert modeled with machine learning and digital soil assessment techniques
2020 · Hassan Fathizad, Mohammad Ali Hakimzadeh Ardakani, et al. · Ecological Indicators · 82
A framework for optimizing environmental covariates to support model interpretability in digital soil mapping
2024 · Babak Kasraei, Margaret G. Schmidt, et al. · Geoderma · 76
Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model
2021 · Ruhollah Taghizadeh-Mehrjardi, Hassan Fathizad, et al. · Remote Sensing · 69
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Trends and Prospect of Machine Vision Technology for Stresses and Diseases Detection in Precision Agriculture
2022 · Jaemyung Shin, Md. Sultan Mahmud, et al. · AgriEngineering · 66
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Effect of directional augmentation using supervised machine learning technologies: A case study of strawberry powdery mildew detection
2020 · Jaemyung Shin, Young K. Chang, et al. · Biosystems Engineering · 55
Bio-Inspired Hybridization of Artificial Neural Networks: An Application for Mapping the Spatial Distribution of Soil Texture Fractions
2021 · Ruhollah Taghizadeh-Mehrjardi, Mostafa Emadi, et al. · Remote Sensing · 53
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Comparing the use of training data derived from legacy soil pits and soil survey polygons for mapping soil classes
2016 · Brandon Heung, Matúš Hodúl, et al. · Geoderma · 49
Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions
2022 · Hassan Fathizad, Ruhollah Taghizadeh-Mehrjardi, et al. · Agronomy · 42
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Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques
2024 · Hassan Mosaid, Ahmed Barakat, et al. · Environmental Monitoring and Assessment · 36
Assessing changes in soil quality between protected and degraded forests using digital soil mapping for semiarid oak forests, Iran
2022 · Khadijeh Taghipour, Mehdi Heydari, et al. · CATENA · 34
A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties
2022 · Ruhollah Taghizadeh-Mehrjardi, Hossein Khademi, et al. · Remote Sensing · 34
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Species distribution models of Brant's oak (Quercus brantii Lindl.): The impact of spatial database on predicting the impacts of climate change
2023 · Hengameh Mirhashemi, Mehdi Heydari, et al. · Ecological Engineering · 32
Elevational shift of endangered European yew under climate change in Hyrcanian mountain forests: Rethinking conservation-restoration strategies and management
2022 · Shirin Mahmoodi, Kourosh Ahmadi, et al. · Forest Ecology and Management · 30
The problematic case of data leakage: A case for leave-profile-out cross-validation in 3-dimensional digital soil mapping
2025 · Kingsley John, Daniel D. Saurette, et al. · Geoderma · 28
Using an ensemble learning approach in digital soil mapping of soil pH for the Thompson-Okanagan region of British Columbia
2022 · Jin Zhang, Margaret G. Schmidt, et al. · Canadian Journal of Soil Science · 28
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Mapping the maximum peat thickness of cultivated organic soils in the southwest plain of Montreal
2022 · Raphaël Deragon, Daniel D. Saurette, et al. · Canadian Journal of Soil Science · 27
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Modeling of total and active organic carbon dynamics in agricultural soil using digital soil mapping: a case study from Central Nova Scotia
2022 · Siddhartho S. Paul, Brandon Heung, et al. · Canadian Journal of Soil Science · 22
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Works count: 88
Citation count: 2,671
H-index: 24
I10-index: 38
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