Travis J. Esau

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A reliable deep ensemble hybrid model for urban air quality health index forecasting in maritime Canada.
Environ. Model. Softw.
Mehdi Jamei, Gurjit S. Randhawa, Mumtaz Ali, Masoud Karbasi, Ismail Olumegbon, Saad Javed Cheema, Travis J. Esau, Qamar Uz Zaman, Aitazaz Ahsan Farooque
2026 J jnl
Drone-based RGB to thermal image translation: a novel approach for non-destructive crop monitoring.
Expert Syst. Appl.
Mohammed Diykh, Mumtaz Ali, Aitazaz Ahsan Farooque, Salem Al-Naemi, Raheleh Malekian, Hassan Afzaal, Gurjit S. Randhawa, Paul Sheridan, Travis J. Esau
2025 J jnl
Assessment of pan coefficient performance: A comparative study of empirical and model-driven approaches using a hill-climbing-based alternating model tree and MOORA.
Ecol. Informatics
Saad Javed Cheema, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Farhat Abbas, Suqi Liu, Travis J. Esau, Kuljeet Singh Grewal
2025 J jnl
Optimizing potato yield mapping and prediction: Integrating satellite-based remote sensing and machine learning for sustainable agriculture.
Comput. Electron. Agric.
Fatima Imtiaz, Aitazaz Ahsan Farooque, Gurjit S. Randhawa, Xiuquan Wang, Travis J. Esau, Seyyed Ebrahim Hashemi Garmdareh, Bishnu Acharya
2025 J jnl
Remote sensing-based spatiotemporal dynamics of agricultural drought on Prince Edward Island using Google Earth engine.
Ecol. Informatics
Fatima Imtiaz, Aitazaz Ahsan Farooque, Gurjit S. Randhawa, Seyyed Ebrahim Hashemi Garmdareh, Xiuquan Wang, Travis J. Esau, Bishnu Acharya, Rehan Sadiq
2024 J jnl
Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review.
IEEE Access
Avneet Kaur, Gurjit S. Randhawa, Farhat Abbas, Mumtaz Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Rajandeep Singh
2024 J jnl
Exploiting 2D Neural Network Frameworks for 3D Segmentation Through Depth Map Analytics of Harvested Wild Blueberries (Vaccinium angustifolium Ait.).
J. Imaging
Connor C. Mullins, Travis J. Esau, Qamar Uz Zaman, Ahmad A. Al-Mallahi, Aitazaz Ahsan Farooque
2024 J jnl
Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework.
Ecol. Informatics
Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Anurag Malik, Saad Javed Cheema, Travis J. Esau, Zaher Mundher Yaseen
2022 J jnl
Limiting the Collection of Ground Truth Data for Land Use and Land Cover Maps with Machine Learning Algorithms.
ISPRS Int. J. Geo Inf.
Usman Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar Uz Zaman, Farhat Abbas, Mathieu F. Bilodeau
2021 J jnl
Detection of a Potato Disease (Early Blight) Using Artificial Intelligence.
Remote. Sens.
Hassan Afzaal, Aitazaz Ahsan Farooque, Arnold W. Schumann, Nazar Hussain, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya
2021 J jnl
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage.
Comput. Electron. Agric.
Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, Sihem Amer-Yahia, José F. Rodrigues Jr.
2021 J jnl
Estimation of Agricultural Dykelands Cultivated in Nova Scotia Using Land Property Boundaries and Crop Inventory.
ISPRS Int. J. Geo Inf.
Mathieu F. Bilodeau, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar Uz Zaman, Brandon Heung
2021 J jnl
Hair Fescue and Sheep Sorrel Identification Using Deep Learning in Wild Blueberry Production.
Remote. Sens.
Patrick Hennessy, Travis J. Esau, Aitazaz Ahsan Farooque, Arnold W. Schumann, Qamar Uz Zaman, Kenneth W. Corscadden
2020 J jnl
Design and Development of a Smart Variable Rate Sprayer Using Deep Learning.
Remote. Sens.
Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya, Qamar Uz Zaman
2020 J jnl
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods.
CoRR
Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia
2019 J jnl
Corrigendum to 'Development of an artificial cloud lighting condition system using machine vision for strawberry powdery mildew disease detection' [Comput. Electron. Agric. 158 (2019) 219-225].
Comput. Electron. Agric.
Md. Sultan Mahmud, Young K. Chang, Qamar Uz Zaman, Travis J. Esau, Gordon W. Price, Balakrishnan Prithiviraj
2019 J jnl
Development of an artificial cloud lighting condition system using machine vision for strawberry powdery mildew disease detection.
Comput. Electron. Agric.
Md. Sultan Mahmud, Qamar Uz Zaman, Travis J. Esau, Gordon W. Price, Balakrishnan Prithiviraj