Research output per year
Research output per year
Personal profile
Biographical Details
Dr Andrew Clark is a Senior Research Fellow at the University of New England’s Applied Agricultural Remote Sensing Centre. He holds a Bachelor of Science (Geographical Sciences, 2006), Graduate Certificate in Environmental Management (2009) and PhD (2023) from the University of Queensland. Andy has more than 20 years’ experience across government, private-sector and academic organisations in Earth observation, satellite image analysis and operational land mapping. His research applies satellite time-series analysis and deep learning to land-use and land-cover mapping. His recent work includes sweet potato mapping, broader commodity classification, tree-crop planting-year estimation and yield forecasting, supporting practical, repeatable spatial information products for Australian agriculture.
Approved to Supervise
- Approved PhD/HDR supervisor
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 12 Responsible Consumption and Production -
SDG 15 Life on Land
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- 2 Similar Profiles
Research output
- 10 Article
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Deep Learning Improves Planting Year Estimation of Macadamia Orchards in Australia
Clark, A., Brinkhoff, J., Robson, A. & Shephard, C., 2 Nov 2025, In: Agriculture. 15, 22, p. 1-27 2346.Research output: Contribution to journal › Article › peer-review
Open Access -
Empirical Correction of Sentinel-2 Time Series Data to Enhance Real-Time Rice Crop Monitoring
Brinkhoff, J., Houborg, R. & Clark, A., 14 Oct 2025, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 25391-25409Research output: Contribution to journal › Article › peer-review
Open Access -
A Multifaceted Approach to Developing an Australian National Map of Protected Cropping Structures
Clark, A., Shephard, C., Robson, A., McKechnie, J., Morrison, R. B. & Rankin, A., 31 Dec 2023, In: Land. 12, 12, p. 1-22 2168.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimised U-Net for Land Use–Land Cover Classification Using Aerial Photography
Clark, A., Phinn, S. & Scarth, P., 30 Apr 2023, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 91, p. 125-147Research output: Contribution to journal › Article › peer-review
Open Access -
Pre-Processing Training Data Improves Accuracy and Generalisability of Convolutional Neural Network Based Landscape Semantic Segmentation
Clark, A., Phinn, S. & Scarth, P., 21 Jun 2023, In: Land. 12, 7, p. 1-25 1268.Research output: Contribution to journal › Article › peer-review
Open Access
Projects
- 1 Finished
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Spatially enabling the Queensland soybean industry
Shephard, C. (UNE Lead Investigator), Clark, A. (Co-Investigator), McKechnie, J. (Co-Investigator), Robson, A. (Co-Investigator), Christopher, M. (Partner Investigator) & Halpin, N. (Partner Investigator)
1/04/22 → 31/10/23
Project: Grant