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Research

Professor Peter Atkinson

Distinguished Professor, Faculty Dean

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  1. 2025
  2. Published

    Systematic mapping review of statistical methods applied to the relationships between cancer diagnosis and geographical level factors in UK

    Mendes, J. A., Keegan, T., Jones, L., Atkinson, P. M. & Sedda, L., 6/07/2025, In: BMJ Open. 15, 7, e098379.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. E-pub ahead of print

    Filling gaps in global daily TROPOMI solar-induced chlorophyll fluorescence data from 2018 to 2021

    Li, J., Wang, Q. & Atkinson, P. M., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, p. 1-15 15 p., 4413515.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. E-pub ahead of print

    Integration of coarser images in subpixel mapping

    Zhang, C., Wang, Q. & Atkinson, P. M., 31/12/2025, In: Urban Informatics. 4, 1, 11.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. E-pub ahead of print

    Thick cloud removal of Landsat time-series using convolutional LSTM with embedded residual modules

    Wang, L., Wang, Q. & Atkinson, P. M., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5404816.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Mapping Tropical Dry Miombo Woodlands into Functional Forest Classes Using Sentinel-1 and Sentinel-2 Imagery and Machine Learning

    Kanja, K., Zhang, C., Lippe, M. & Atkinson, P., 30/04/2025, In: Remote Sensing Applications: Society and Environment. 38, 101615.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. E-pub ahead of print

    Reconstruction of 500 m, 8-day Historical MODIS Fractional Vegetation Cover (FVC) Dataset (1982–2000) in China

    Ding, X., Wang, Q., Yang, H. & Atkinson, P. M., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 4409619.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    A remote sensing-based strategy for mapping anthropogenic urban surface ecological poorness zones (AUSEPZ): A case study of Lisbon City

    Firozjaei, M. K., Mijani, N. & Atkinson, P. M., 31/03/2025, In: Ecological Informatics. 85, 102975.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. In Press/Forthcoming
  10. E-pub ahead of print

    Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia

    Kanja, K., Atkinson, P. & Zhang, C., expected on 31/05/2031, In: International Journal of Applied Earth Observation and Geoinformation. 139, 29 p., 104494.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. 2025
  12. E-pub ahead of print

    Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models

    Zhang, J., Ding, L., Zhou, T., Wang, J., Atkinson, P. M. & Bruzzone, L., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5402314.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Unsupervised object-based spectral unmixing for subpixel mapping

    Zhang, C., Wang, Q. & Atkinson, P. M., 1/03/2025, In: Remote Sensing of Environment. 318, 114514.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Data fidelity-oriented spatial-spectral fusion of CRISM and CTX images

    Wang, Q., Ma, W., Liu, S., Tong, X. & Atkinson, P. M., 28/02/2025, In: ISPRS Journal of Photogrammetry and Remote Sensing. 220, p. 172-191 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. E-pub ahead of print

    Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good

    Ghamisi, P., Yu, W., Marinoni, A., Gevaert, C. M., Persello, C., Selvakumaran, S., Girotto, M., Horton, B. P., Rufin, P., Hostert, P., Pacifici, F. & Atkinson, P. M., 21/02/2025, (E-pub ahead of print) In: IEEE Geoscience and Remote Sensing Magazine. p. 2-26 25 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. E-pub ahead of print

    MST-Net: A General Deep Learning Model for Thick Cloud Removal from Optical Images

    Wang, L., Wang, Q., Tong, X. & Atkinson, P. M., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, p. 1-18 18 p., 5612518.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. 2024
  18. Published

    Hard-Constrained Hopfield Neural Network for Subpixel Mapping

    Zhang, C., Wang, Q. & Atkinson, P. M., 31/12/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, 5641212.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion

    Sui, C., Yang, G., Hong, D., Wang, H., Yao, J., Atkinson, P. M. & Ghamisi, P., 31/12/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Reconstruction of Historical SMAP Soil Moisture Dataset from 1979 to 2015 Using CCI Time-Series

    Yang, H., Wang, Q., Zhao, W. & Atkinson, P. M., 31/12/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-19 19 p., 4502619.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Syndemic Geographic Patterns of Cancer Risk in a Health-Deprived Area of England

    Jones, C., Keegan, T., Knox, A., Birtle, A., Mendes, J. A., Heys, K., Atkinson, P. & Sedda, L., 31/12/2024, In: Public health in practice (Oxford, England). 8, 100552.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

    Wang, Z., Zhang, C., Ye, S., Lu, R., Shangguan, Y., Zhou, T., Atkinson, P. M. & Shi, Z., 30/11/2024, In: International Journal of Applied Earth Observation and Geoinformation. 134, 104145.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use

    Pelcner, L., do Carmo Alves, M. A., Soriano Marcolino, L., Harrison, P. & Atkinson, P., 16/11/2024, PRIMA 2024: Principles and Practice of Multi-Agent Systems: : 25th International Conference, Kyoto, Japan, November 18–24, 2024, Proceedings. Ariska, R., Sanchez-Anguix, V., Stein, S., Aydoğan, R., van der Torre, L. & Ito, T. (eds.). Cham: Springer, p. 284-289 6 p. (Lecture Notes in Computer Science; vol. 15395).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    An efficient and generalisable approach for mapping paddy rice fields based on their unique spectra during the transplanting period leveraging the CIE colour space

    Li, H., Huang, J., Zhang, C., Ning, X., Zhang, S. & Atkinson, P. M., 1/11/2024, In: Remote Sensing of Environment. 313, 114381.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Ensembles of multiple models for soil moisture retrieval from remote sensing data over agricultural areas: A deep learning-based framework

    Sedighi, A., Hamzeh, S., Alavipanah, S. K., Naseri, A. A. & Atkinson, P. M., 31/08/2024, In: Remote Sensing Applications: Society and Environment. 35, 101243.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Identifying fine-scale archaeological features using KH-9 HEXAGON mapping and panoramic camera images: evidence from Liangzhu Ancient City

    Shahtahmassebi, A. R., Shahtahmassebi, G., Moore, N. & Atkinson, P. M., 17/08/2024, In: International Journal of Remote Sensing. 45, 16, p. 5544-5576 33 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects

    Fan, X., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 31/07/2024, In: Geographical Analysis. 56, 3, p. 451-470 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images

    Wang, Q., Li, J., Tong, X. & Atkinson, P. M., 31/07/2024, In: ISPRS Journal of Photogrammetry and Remote Sensing. 213, p. 107-123 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Downscaling satellite night-time light imagery while addressing the blooming effect

    Tziokas, N., Zhang, C., Tziokas, A., Wang, Q. & Atkinson, P., 16/07/2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 13678-13693 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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