B. Heung

发表

Automated feature extraction for prospection and analysis of monumental earthworks from aerial LiDAR in the Kingdom of Tonga

A. Knudby, Travis Freeland, B. Heung, 2016 .

Regional-scale digital soil mapping in british columbia using legacy soil survey data and machine-learning techniques

B. Heung, Brandon Heung, 2017 .

Modelling the dynamics of soil redistribution induced by sheet erosion using the Universal Soil Loss Equation and cellular automata

Margaret G. Schmidt, B. Heung, S. Dragićević, 2013 .

Predictive soil parent material mapping at a regional-scale: a Random Forest approach.

Margaret G. Schmidt, B. Heung, C. Bulmer, 2014 .

Improved Soil Mapping in British Columbia, Canada, with Legacy Soil Data and Random Forest

Margaret G. Schmidt, B. Heung, Scott Smith, 2016 .

Comparing the use of training data derived from legacy soil pits and soil survey polygons for mapping soil classes

Margaret G. Schmidt, Matus Hodul, B. Heung, 2017 .

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

B. Heung, T. Scholten, R. Taghizadeh‐Mehrjardi, 2021 .

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

H. Fathizad, B. Heung, T. Scholten, 2020 .

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

B. Heung, T. Behrens, A. Mosavi, 2021, Geoderma.

Using an ensemble learning approach in digital soil mapping of soil pH for the Thompson-Okanagan region of British Columbia

Margaret G. Schmidt, A. Knudby, B. Heung, 2022, Canadian Journal of Soil Science.

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

B. Heung, T. Scholten, R. Taghizadeh‐Mehrjardi, 2022, Geocarto International.

Elevational shift of endangered European yew under climate change in Hyrcanian mountain forests: Rethinking conservation-restoration strategies and management

B. Heung, K. Ahmadi, M. Heydari, 2023, Forest Ecology and Management.

Trends and Prospect of Machine Vision Technology for Stresses and Diseases Detection in Precision Agriculture

Young K. Chang, B. Heung, T. Rehman, 2022, AgriEngineering.

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

Jin Zhang, Anders Knudby, Chuck Bulmer, 2016 .

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

Maryam Hassanzadeh, Ruhollah Taghizadeh-Mehrjardi, Thomas Scholten, 2021 .

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 theory

B. Heung, A. Mosavi, T. Scholten, 2021, Ecological Indicators.

Sampling and classifier modification to DSMART for disaggregating soil polygon maps

R. Heck, B. Heung, M. Gasser, 2023, Geoderma.

Incorporating spatial uncertainty maps into soil sampling improves digital soil mapping classification accuracy in Ontario, Canada

B. Heung, K. Webster, C. Blackford, 2022, Geoderma Regional.

Provincial-scale digital soil mapping using a random forest approach for British Columbia

Margaret G. Schmidt, B. Heung, C. Bulmer, 2022, Canadian Journal of Soil Science.

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

Brandon Heung, Margaret G. Schmidt, Babak Kasraei, 2021, Environ. Model. Softw..

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

Young K. Chang, Ahmad Al-Mallahi, Brandon Heung, 2021, Comput. Electron. Agric..

Effect of directional augmentation using supervised machine learning technologies: A case study of strawberry powdery mildew detection

Young K. Chang, Jaemyung Shin, Ahmad Al-Mallahi, 2020, Biosystems Engineering.

Assessment of Post-Fire Phenological Changes Using MODIS-Derived Vegetative Indices in the Semiarid Oak Forests

Amir Mosavi, B. Heung, J. Mirzaei, 2023, Forests.

Influence of cropping system and soil type on soil health

B. Heung, D. Burton, D. Lynch, 2021, Canadian Journal of Soil Science.

Density variability of COVID-19 face mask litter: A cautionary tale for pandemic PPE waste monitoring

B. Heung, R. France, Brandon Heung, 2022, Journal of Hazardous Materials Advances.

Advances in soil survey and classification in Canada

B. Heung, C. Bulmer, A. Bedard-Haughn, 2023, Canadian Journal of Soil Science.

Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions

H. Fathizad, B. Heung, T. Scholten, 2022, Agronomy.

Digital soil mapping workflow for forest resource applications: a case study in the Hearst Forest, Ontario

Christopher Blackford, Brandon Heung, Ken Baldwin, 2020 .

Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model

Ruhollah Taghizadeh-Mehrjardi, Thomas Scholten, Brandon Heung, 2021, Remote. Sens..

A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties

B. Heung, H. Khademi, T. Scholten, 2022, Remote. Sens..

Bio-Inspired Hybridization of Artificial Neural Networks: An Application for Mapping the Spatial Distribution of Soil Texture Fractions

Amir Mosavi, Ruhollah Taghizadeh-Mehrjardi, Thomas Scholten, 2021, Remote. Sens..

Assessing changes in soil quality between protected and degraded forests using digital soil mapping for semiarid oak forests, Iran

H. Fathizad, B. Heung, R. Taghizadeh‐Mehrjardi, 2022, CATENA.

Modeling of total and active organic carbon dynamics in agricultural soil using digital soil mapping: a case study from Central Nova Scotia

S. S. Paul, B. Heung, D. Lynch, 2022, Canadian Journal of Soil Science.

Development and Assessment of a Field-Programmable Gate Array (FPGA)-Based Image Processing (FIP) System for Agricultural Field Monitoring Applications

Young K. Chang, B. Heung, T. Nguyen-Quang, 2023, AgriEngineering.

Species distribution models of Brant's oak (Quercus brantii Lindl.): The impact of spatial database on predicting the impacts of climate change

T. Matsui, B. Heung, K. Ahmadi, 2023, Ecological Engineering.

Mapping the maximum peat thickness of cultivated organic soils in the southwest plain of Montreal

B. Heung, J. Caron, D. Saurette, 2022, Canadian Journal of Soil Science.