Towards a cost-effective framework for estimating soil nitrogen pools using pedotransfer functions and machine learning

by Luke Laurence, Brandon Heung, Hardy Strom, Kyra Stiles, David Burton
Published 2023-12-01

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

by Sabiha Shahid Antora, Young K. Chang, Tri Nguyen-Quang, Brandon Heung
Published 2023-05-01

Digital soil mapping using machine learning-based methods to predict soil organic carbon in two different districts in the Czech Republic

by Shahin Nozari, Mohammad Reza Pahlavan-Rad, Colby Brungard, Brandon Heung, Luboš Borůvka
Published 2024-02-01

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

by Saeideh Karimi, Mehdi Heydari, Javad Mirzaei, Omid Karami, Brandon Heung, Amir Mosavi
Published 2023-03-01

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

by Ruhollah Taghizadeh-Mehrjardi, Mostafa Emadi, Ali Cherati, Brandon Heung, Amir Mosavi, Thomas Scholten
Published 2021-03-01

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

by Ruhollah Taghizadeh-Mehrjardi, Hossein Khademi, Fatemeh Khayamim, Mojtaba Zeraatpisheh, Brandon Heung, Thomas Scholten
Published 2022-01-01

Improving a regional peat thickness map using soil apparent electrical conductivity measurements at the field-scale

by Raphaël Deragon, Brandon Heung, Nicholas Lefebvre, Kingsley John, Athyna N. Cambouris, Jean Caron
Published 2023-12-01

Enhancing surface drainage mapping in eastern Canada with deep learning applied to LiDAR-derived elevation data

by Mathieu F. Bilodeau, Travis J. Esau, Qamar U. Zaman, Brandon Heung, Aitazaz A. Farooque
Published 2024-05-01

Estimation of Agricultural Dykelands Cultivated in Nova Scotia Using Land Property Boundaries and Crop Inventory

by Mathieu F. Bilodeau, Travis J. Esau, Aitazaz A. Farooque, Qamar U. Zaman, Brandon Heung
Published 2021-11-01

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

by Hassan Fathizad, Ruhollah Taghizadeh-Mehrjardi, Mohammad Ali Hakimzadeh Ardakani, Mojtaba Zeraatpisheh, Brandon Heung, Thomas Scholten
Published 2022-03-01

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

by Jaemyung Shin, Md. Sultan Mahmud, Tanzeel U. Rehman, Prabahar Ravichandran, Brandon Heung, Young K. Chang
Published 2022-12-01

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

by Aram Shahabi, Kamal Nabiollahi, Masoud Davari, Mojtaba Zeraatpisheh, Brandon Heung, Thomas Scholten, Ruhollah Taghizadeh-Mehrjardi
Published 2022-12-01

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

by Ruhollah Taghizadeh-Mehrjardi, Hassan Fathizad, Mohammad Ali Hakimzadeh Ardakani, Hamid Sodaiezadeh, Ruth Kerry, Brandon Heung, Thomas Scholten
Published 2021-04-01

A framework for recalibrating pedotransfer functions using nonlinear least squares and estimating uncertainty using quantile regression

by Adrienne Arbor, Margaret Schmidt, Daniel Saurette, Jin Zhang, Chuck Bulmer, Deepa Filatow, Babak Kasraei, Sean Smukler, Brandon Heung
Published 2023-11-01

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 theo...

by Zohre Ebrahimi-Khusfi, Ruhollah Taghizadeh-Mehrjardi, Fatemeh Roustaei, Mohsen Ebrahimi-Khusfi, Amir Hosein Mosavi, Brandon Heung, Mojtaba Soleimani-Sardo, Thomas Scholten
Published 2021-12-01