Travis J. Esau - Publications, H-index & Citations

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Travis J. Esau

Dalhousie University

24H-index

143Paper Count

1.9KCitation Count

Published Papers 60

Publication Date

Geospatial deep learning and SHAP-based explainable AI for wildfire susceptibility and exposure mapping in Western Canada

Ecological Informatics

IF7.3

2026-08-15

OAAI

Muhammad S. Khan; Aitazaz A. Farooque; Tatiana Al-Mughrabi; Raheleh Malekian; Xander Wang; Travis J. Esau; Qamar Uz Zaman

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Drone-based RGB to thermal image translation: a novel approach for non-destructive crop monitoring

Expert Systems with Applications

IF7.5

2026-05-23

OAAI

Diykh, Mohammed; Ali, Mumtaz; Farooque, Aitazaz A.; Al-Naemi, Salem; Malekian, Raheleh; Afzaal, Hassan; Randhawa, Gurjit S.; Sheridan, Paul; Esau, Travis J.

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Development of a real-time non-contact yield mapping system using cascading neural networks for wild blueberry harvesters

Smart Agricultural Technology

IF5.7

2026-04-03

OAAI

Connor C. Mullins; Travis J. Esau; Qamar U. Zaman; Ahmad A. Al-Mallahi; Aitazaz A. Farooque

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Growing degree-day models for predicting narrowleaf goldenrod (Euthamia graminifolia) phenology in lowbush blueberry fields in Nova Scotia

Weed Science

IF2.5

2025-12-04

OAAI

Hoeg, Lienna; Esau, Travis J.; McKenzie-Gopsill, Andrew; White, Scott Neil

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Enhanced Image Annotation in Wild Blueberry (Vaccinium angustifolium Ait.) Fields Using Sequential Zero-Shot Detection and Segmentation Models

Sensors 2025, Vol. 25, Page 7325

IF3.5

2025-12-02

OAAI

Connor C. Mullins; Travis J. Esau; Riley Johnstone; Chloe L. Toombs; Patrick J. Hennessy

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River morphology responses and riparian canopy loss: two case studies from a high-intensity storm in Atlantic Canada

ENVIRONMENTAL RESEARCH COMMUNICATIONS

IF2.9

2025-12-01

PREAI

Dawson, Corey; Bilodeau, Mathieu F.; Zuo, Kai; Heung, Brandon; Esau, Travis J.

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Circlegrammetry for drone imaging: Evaluating a novel technique for mission planning and 3D mapping

ISPRS Open Journal of Photogrammetry and Remote Sensing

IF0

2025-12-01

OAAI

Bilodeau, Mathieu F.; Esau, Travis J.; MacDonald, Mason T.; Farooque, Aitazaz A.

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Recent Progress in Triboelectric Nano-generators: Powering the Future of Smart Agriculture

Nano Energy

IF17.1

2025-10-06

OAAI

Sukhjinder Singh; Manmeet Kaur Chhina; Travis Esau; Kuljeet Singh Grewal; Aitazaz A. Farooque; Gurpreet Singh Selopal

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Evaluation of a ground surface detection system using microwave radar to support automation of the wild blueberry (Vaccinium angustifolium Ait.) harvester header

Smart Agricultural Technology

IF5.7

2025-08-24

OAAI

Craig B. MacEachern; Travis J. Esau; Muhammad Saad; Qamar U. Zaman

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Sugar kelp application for sustainable potato production in Prince Edward Island: Impacts on soil, greenhouse gas emissions, and yield

Field Crops Research

IF6.4

2025-07-10

OAAI

Arishma Khan; Raheleh Malekian; Travis J. Esau; Gurpreet S. Selopal; Kuljeet S. Grewal

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Time-of-flight-based advanced surface reconstruction methods for real-time volume estimation of bulk harvested wild blueberries

Smart Agricultural Technology

IF5.7

2025-07-02

OAAI

Connor C. Mullins; Travis J. Esau; Qamar U. Zaman; Ahmad A. Al-Mallahi; Aitazaz A. Farooque; Craig B. MacEachern

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A state-of-the-art novel approach to predict potato crop coefficient (Kc) by integrating advanced machine learning tools

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-06-13

OAAI

Cheema, Saad Javed; Karbasi, Masoud; Randhawa, Gurjit S.; Liu, Suqi; Esau, Travis J.; Grewal, Kuljeet Singh; Abbas, Farhat; Zaman, Qamar Uz; Farooque, Aitazaz A.

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Assessment of pan coefficient performance: A comparative study of empirical and model-driven approaches using a hill-climbing-based alternating model tree and MOORA

Ecological Informatics

IF7.3

2025-05-31

OAAI

Saad Javed Cheema; Aitazaz A. Farooque; Mehdi Jamei; Khabat Khasravi; Farhat Abbas; Suqi Liu; Travis J. Esau; Kuljeet Singh Grewal

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Remote sensing-based spatiotemporal dynamics of agricultural drought on Prince Edward Island using Google Earth engine

ECOLOGICAL INFORMATICS

IF7.3

2025-05-01

OAAI

Imtiaz, Fatima; Farooque, Aitazaz A.; Randhawa, Gurjit S.; Garmdareh, Seyyed Ebrahim Hashemi; Wang, Xiuquan; Esau, Travis J.; Acharya, Bishnu; Sadiq, Rehan

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Using Drones to Predict Degradation of Surface Drainage on Agricultural Fields: A Case Study of the Atlantic Dykelands

AGRIENGINEERING

IF3

2025-04-08

OAAI

Bilodeau, MF; Esau, TJ; Zaman, QU; Heung, B; Farooque, AA

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Nitrous oxide prediction through machine learning and field-based experimentation: A novel strategy for data-driven insights

atmospheric environment

IF0

2025-04-01

OAAI

Muhammad Hassan; Khabat Khosravi; Travis J. Esau; Gurjit S. Randhawa; Aitazaz A. Farooque; Seyyed Ebrahim Hashemi Garmdareh; Yulin Hu; Nauman Yaqoob; Asad T. Jappa

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Optimizing data collection requirements for machine learning models in wild blueberry automation through the application of DALL-E 2

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-03-01

OAAI

Mullins, Connor C.; Esau, Travis J.; Zaman, Qamar U.; Hennessy, Patrick J.

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An explainable predictive approach for investigation of greenhouse gas emissions in maritime canada's potato agriculture

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-03-01