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Research

Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

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  1. 2025
  2. 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

  3. In Press/Forthcoming
  4. 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

  5. 2025
  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 2024
  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. Published

    Downscaling of nighttime light imagery with a spatially local estimation model using human activity-physical features

    Guo, B., Hu, D., Liu, Y., Zheng, Q., Lin, A. & Atkinson, P. M., 30/06/2024, In: International Journal of Applied Earth Observation and Geoinformation. 130, 103924.

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

  25. Published

    Monitoring Annual Forest Cover Fraction Change During 2000-2020 in China's Han River Basin Using Time-Series MODIS NDVI, VCF and Spatio-Temporal Regression

    Zhong, X., Du, Y., Wang, X., Li, X., Zhao, W., Zhang, Y. & Atkinson, P. M., 30/06/2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 12092-12111 22 p.

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

  26. Published

    A novel surface energy balance-based approach to land surface temperature downscaling

    Firozjaei, M. K., Mijani, N., Kiavarz, M., Duan, S.-B., Atkinson, P. M. & Alavipanah, S. K., 1/05/2024, In: Remote Sensing of Environment. 305, 114087.

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

  27. Published

    Automatic mapping of 500 m daily open water body fraction in the American continent using GOES-16 ABI imagery

    Wang, X., Atkinson, P., Zhang, Y., Li, X. & Zhang, K., 1/04/2024, In: Remote Sensing of Environment. 304, 114040.

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

  28. Published

    Reconstructing historical urban landscapes from KH-9 HEXAGON mapping camera system imagery: an example of Hangzhou City

    Shahtahmassebi, A. R., Huang, D., Lu, J., Li, E., Huang, X., Jiang, L., Shahtahmassebi, G., Moore, N. & Atkinson, P. M., 3/03/2024, In: Remote Sensing Letters. 15, 3, p. 280-290 11 p.

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

  29. Published

    Fusion of Surface Soil Moisture Data for Spatial Downscaling of Daily Satellite Precipitation Data

    Wang, Q., Ji, P. & Atkinson, P. M., 31/01/2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 1053-1065 13 p.

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

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