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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

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