Research output per year
Research output per year
Personal profile
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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Dive into the research topics where Fiona Corke is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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APTES: A high-throughput deep learning–based Arabidopsis phenotypic trait estimation system for individual leaves and siliques
Zhai, R., Tang, N., Liu, Z., Tao, S., Huang, Y., Jiang, X., Du, A., Wang, J., Luo, T., Liu, J., Garzon-Martınez, G. A., Corke, F. M. K., Doonan, J. H. & Yang, W., 31 Oct 2025, In: aBIOTECH. 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
DeepCanola: Phenotyping brassica pods using semi-synthetic data and active learning
van Vliet, L. J. J., Atkins, K., Kurup, S., Siles, L., Hepworth, J., Corke, F. M. K., Doonan, J. H. & Lu, C., 31 Oct 2025, In: Computers and Electronics in Agriculture. 237, 17 p., 110470.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)23 Downloads (Pure) -
Handling intra-class imbalance in part-segmentation of different wheat cultivars
Reena, Doonan, J. H., Williams, K., Corke, F. M. K., Zhang, H. & Liu, Y., 31 Mar 2025, In: Computers and Electronics in Agriculture. 230, 17 p., 109826.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
Metabolomic approaches suggest two mechanisms of drought response post-anthesis in Mediterranean oat (Avena sativa L.) cultivars
Girija, A., Canales, F. J., Haddadi, B. S., Dye, R., Corke, F., Williams, K., Phillips, H., Beckmann, M., Prats, E., Doonan, J. H. & Mur, L. A. J., 27 Mar 2025, In: Physiologia Plantarum. 177, 2, 16 p., e70181.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)57 Downloads (Pure) -
Uncertainty and Feature-Based Weighted Loss for 3D Wheat Part Segmentation
Reena, R., Doonan, J. H., Williams, K., Corke, F. M. K., Zhang, H. & Liu, Y., 2025, Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Science and Technology Publications, Vol. 2. p. 632-641 10 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
Open Access -
Uncertainty Driven Sampling to Handle Intra-class Imbalance Part Segmentation in Wheat
Reena, Doonan, J. H., Zhang, H., Liu, Y., Williams, K. & Corke, F. M. K., 21 Mar 2025, 6th IEEE International Conference on Image Processing, Applications and Systems, IPAS 2025 - Proceedings. IEEE Press, (6th IEEE International Conference on Image Processing, Applications and Systems, IPAS 2025 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
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Uncovering the genetic basis of competitiveness and the potential for cooperation in plant groups
Biernaskie, J. M., Garzon-Martinez, G. A., Corke, F. M. K. & Doonan, J. H., 12 Mar 2025, In: Proceedings of the Royal Society B: Biological Sciences. 292, 2042, 9 p., 20241984.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Downloads (Pure) -
Wheat3D PartNet: Annotated dataset for 3D wheat part segmentation
Reena, Doonan, J. H., Williams, K., Corke, F. M. K., Zhang, H., Batke, S. & Liu, Y., 30 Nov 2025, In: Computers and Electronics in Agriculture. 238, 20 p., 110697.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Critical Evaluation of the Cgrain Value™ as a Tool for Rapid Morphometric Phenotyping of Husked Oat (Avena sativa L.) Grains
Evershed, D., Durkan, E. J., Hasler, R., Corke, F., Doonan, J. H. & Howarth, C. J., 30 Sept 2024, In: Seeds. 3, 3, p. 436-455 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)21 Downloads (Pure) -
Elucidating drought responsive networks in tef (Eragrostis tef) using phenomic and metabolomic approaches
Girija, A., Han, J., Corke, F., Doonan, J., Yadav, R., Brook, J., Jifar, H. & Mur, L., 10 Jan 2022, In: Physiologia Plantarum. 174, 1, 12 p., e13597.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)250 Downloads (Pure) -
Genetic architecture of variation in Arabidopsis thaliana rosettes
Morón-garcía, O., Garzón-martínez, G. A., Martínez-martín, M. J. P., Brook, J., Corke, F. M. K., Doonan, J. H., Camargo Rodríguez, A. V. & Adhimoolam, K. (Editor), 16 Feb 2022, In: PLoS ONE. 17, 2, 22 p., e0263985.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)120 Downloads (Pure)
Datasets
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µCT imaging raw data and data analysis of small grain cereals and their wild relatives
Nobre Nibau, C., Hughes, A., Doonan, J., Corke, F. & Askew, K. L., Prifysgol Aberystwyth | Aberystwyth University, 08 Mar 2019
DOI: 10.20391/d25bda3e-8725-485c-a4e8-fa61f0096eaa
Dataset
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DeepPod: A convolutional Neural Network Based Quantification of Fruit Number in Arabidopsis
Garzon Martinez, G. A., Lu, C., Doonan, J., Hamidinekoo, A., Ghahremani Boozandani, M. & Corke, F., Prifysgol Aberystwyth | Aberystwyth University, 05 Jun 2019
DOI: 10.20391/21154739-f718-457b-96ff-838408f2b696
Dataset
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Analysis of wheat grain traits using X-ray micro computed tomography
Hughes, A., Nibau, C., Doonan, J., Corke, F., Williams, K. S. & Sauze, C., Prifysgol Aberystwyth | Aberystwyth University, 16 Aug 2017
DOI: 10.20391/a11df174-d73d-4443-a7fd-ab5b7039df79, https://github.com/NPPC-UK/microCT_grain_analyser
Dataset
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Data from: Uncovering the genetic basis of competitiveness, and the potential for cooperation, in plant groups
Biernaskie, J., Garzón-Martínez, G., Corke, F. & Doonan, J., Dryad, 28 Dec 2024
Dataset
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Press/Media
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Germinal Tour for Seed Growers
Corke, F. (Presenter)
16 Mar 2016Activity: Participating in or organising an event › Workshop, Seminar, or Course
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Phenomics tour and seed identification quiz
Corke, F. (Speaker)
28 Sept 2013Activity: Talk or presentation › Oral presentation
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Family farming/ countryside event
Corke, F. (Speaker)
22 Aug 2013Activity: Talk or presentation › Oral presentation
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Access All Areas Aberystwyth University Open Day
Corke, F. (Participant)
22 Jun 2013Activity: Participating in or organising an event › Festival or Exhibition
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Family farming/ countryside event
Corke, F. (Speaker)
10 Apr 2013Activity: Talk or presentation › Oral presentation
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Phenomics tour: WISE (Swansea) visit
Corke, F. (Speaker)
26 Mar 2013Activity: Talk or presentation › Oral presentation
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