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Brandon Heung
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An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping
B Heung, HC Ho, J Zhang, A Knudby, CE Bulmer, MG Schmidt
Geoderma 265, 62-77, 2016
4582016
Predictive soil parent material mapping at a regional-scale: A Random Forest approach
B Heung, CE Bulmer, MG Schmidt
Geoderma 214, 141-154, 2014
2882014
Automated feature extraction for prospection and analysis of monumental earthworks from aerial LiDAR in the Kingdom of Tonga
T Freeland, B Heung, DV Burley, G Clark, A Knudby
Journal of Archaeological Science 69, 64-74, 2016
1262016
A deep learning approach for RGB image-based powdery mildew disease detection on strawberry leaves
J Shin, YK Chang, B Heung, T Nguyen-Quang, GW Price, A Al-Mallahi
Computers and electronics in agriculture 183, 106042, 2021
1142021
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models
R Taghizadeh-Mehrjardi, K Schmidt, N Toomanian, B Heung, T Behrens, ...
Geoderma 383, 114793, 2021
802021
Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping
R Taghizadeh-Mehrjardi, N Hamzehpour, M Hassanzadeh, B Heung, ...
Geoderma 399, 115108, 2021
662021
Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests
K Nabiollahi, R Taghizadeh-Mehrjardi, A Shahabi, B Heung, ...
Geoderma 385, 114858, 2021
652021
Comparing the use of training data derived from legacy soil pits and soil survey polygons for mapping soil classes
B Heung, M Hodúl, MG Schmidt
Geoderma 290, 51-68, 2017
612017
Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning
B Kasraei, B Heung, DD Saurette, MG Schmidt, CE Bulmer, W Bethel
Environmental Modelling & Software 144, 105139, 2021
562021
Spatio-temporal dynamic of soil quality in the central Iranian desert modeled with machine learning and digital soil assessment techniques
H Fathizad, MAH Ardakani, B Heung, H Sodaiezadeh, A Rahmani, ...
Ecological Indicators 118, 106736, 2020
502020
Bio-inspired hybridization of artificial neural networks: An application for mapping the spatial distribution of soil texture fractions
R Taghizadeh-Mehrjardi, M Emadi, A Cherati, B Heung, A Mosavi, ...
Remote Sensing 13 (5), 1025, 2021
432021
Effect of directional augmentation using supervised machine learning technologies: A case study of strawberry powdery mildew detection
J Shin, YK Chang, B Heung, T Nguyen-Quang, GW Price, A Al-Mallahi
Biosystems Engineering 194, 49-60, 2020
432020
Spatio-temporal analysis of heavy metals in arid soils at the catchment scale using digital soil assessment and a random forest model
R Taghizadeh-Mehrjardi, H Fathizad, M Ali Hakimzadeh Ardakani, ...
Remote Sensing 13 (9), 1698, 2021
312021
Modelling the dynamics of soil redistribution induced by sheet erosion using the Universal Soil Loss Equation and cellular automata
B Heung, L Bakker, MG Schmidt, S Dragićević
Geoderma 202, 112-125, 2013
242013
Trends and prospect of machine vision technology for stresses and diseases detection in precision agriculture
J Shin, MS Mahmud, TU Rehman, P Ravichandran, B Heung, YK Chang
AgriEngineering 5 (1), 20-39, 2022
222022
Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game …
Z Ebrahimi-Khusfi, R Taghizadeh-Mehrjardi, F Roustaei, ...
Ecological Indicators 132, 108287, 2021
212021
Spatiotemporal assessment of soil organic carbon change using machine-learning in arid regions
H Fathizad, R Taghizadeh-Mehrjardi, MA Hakimzadeh Ardakani, ...
Agronomy 12 (3), 628, 2022
202022
A comparison of model averaging techniques to predict the spatial distribution of soil properties
R Taghizadeh-Mehrjardi, H Khademi, F Khayamim, M Zeraatpisheh, ...
Remote Sensing 14 (3), 472, 2022
202022
Assessing changes in soil quality between protected and degraded forests using digital soil mapping for semiarid oak forests, Iran
K Taghipour, M Heydari, Y Kooch, H Fathizad, B Heung, ...
Catena 213, 106204, 2022
182022
Elevational shift of endangered European yew under climate change in Hyrcanian mountain forests: Rethinking conservation-restoration strategies and management
S Mahmoodi, K Ahmadi, M Heydari, O Karami, O Esmailzadeh, B Heung
Forest Ecology and Management 529, 120693, 2023
142023
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