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Research

Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

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  1. 2021
  2. Published

    Spatial analysis of G.f.fuscipes abundance in Uganda using Poisson and Zero-Inflated Poisson regression models

    Mugenyi, A., Muhanguzi, D., Hendrickx, G., Nicolas, G., Waiswa, C., Torr, S., Welburn, S. C. & Atkinson, P. M., 6/12/2021, In: PLoS Neglected Tropical Diseases. 15, 12, 24 p., e0009820.

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

  3. E-pub ahead of print

    Fast and Slow Changes Constrained Spatio-temporal Subpixel Mapping

    Zhang, C., Wang, Q., Lu, P., Ge, Y. & Atkinson, P. M., 7/12/2021, (E-pub ahead of print) In: IEEE Transactions on Geoscience and Remote Sensing. 16 p.

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

  4. Published

    Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

    Wang, L., Zhang, C., Li, R., Duan, C., Meng, X. & Atkinson, P., 10/12/2021, In: Remote Sensing. 13, 24, 19 p., 5015.

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

  5. Published

    Deep learning-based landslide susceptibility mapping

    Azarafza, M., Akgün, H., Atkinson, P. M. & Derakhshani, R., 16/12/2021, In: Scientific Reports. 11, 1, 16 p., 24112.

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

  6. 2022
  7. Published

    Geographically Weighted Spatial Unmixing for Spatiotemporal Fusion

    Peng, K., Wang, Q., Tang, Y., Tong, X. & Atkinson, P. M., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 17 p., 5404217.

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

  8. Published

    MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

    Li, R., Duan, C., Zheng, S., Zhang, C. & Atkinson, P., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 1, 5 p., 8007205.

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

  9. Published

    Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Zhang, C., Duan, C., Su, J. & Atkinson, P., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5607713.

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

  10. Published

    SSA-SiamNet: Spectral-Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection

    Wang, L., Wang, L., Wang, Q. & Atkinson, P. M., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 18 p., 5510018.

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

  11. Published

    A taxonomic-based joint species distribution model for presence-only data

    Escamilla Molgora, J. M., Sedda, L., Diggle, P. J. & Atkinson, P. M., 28/02/2022, In: Journal of The Royal Society Interface. 19, 187, 16 p., 20210681.

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

  12. Published

    Unmet need for COVID-19 vaccination coverage in Kenya

    Muchiri, S. K., Muthee, R., Kiarie, H., Sitienei, J., Agweyu, A., Atkinson, P. M., Edson Utazi, C., Tatem, A. J. & Alegana, V. A., 18/03/2022, In: Vaccine. 40, 13, p. 2011-2019 9 p.

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

  13. Published

    Semantic Segmentation of Terrestrial Laser Scanning Point Clouds Using Locally Enhanced Image-Based Geometric Representations

    Cai, Y., Fan, L., Atkinson, P. M. & Zhang, C., 24/03/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, p. 1-15 15 p., 5702815.

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

  14. Published

    A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

    Gu, X., Zhang, C., Shen, Q., Han, J., Angelov, P. & Atkinson, P., 1/04/2022, In: Information Fusion. 80, p. 179-204 26 p.

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

  15. E-pub ahead of print

    Forecasting of Built-Up Land Expansion in a Desert Urban Environment

    Mansour, S., Alahmadi, M., Atkinson, P. M. & Dewan, A., 23/04/2022, (E-pub ahead of print) In: Remote Sensing. 14, 9, 21 p., e2037.

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

  16. Published

    A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

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

  17. Published

    A deep learning model for incorporating temporal information in haze removal

    Ma, X., Wang, Q., Tong, X. & Atkinson, P. M., 1/06/2022, In: Remote Sensing of Environment. 274, 17 p., 113012.

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

  18. Published

    A joint distribution framework to improve presence-only species distribution models by exploiting opportunistic surveys

    Escamilla Molgora, J. M., Sedda, L., Diggle, P. & Atkinson, P., 30/06/2022, In: Journal of Biogeography. 49, 6, p. 1176-1192 16 p.

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

  19. Published

    Near real-time surface water extraction from GOES-16 geostationary satellite ABI images by constructing and sharpening the green-like band

    Wang, X., Gong, J., Zhang, Y. & Atkinson, P. M., 30/06/2022, In: Science of Remote Sensing. 5, 100055.

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

  20. Published

    Reconstruction of a Global 9 km, 8-Day SMAP Surface Soil Moisture Dataset during 2015–2020 by Spatiotemporal Fusion

    Yang, H., Wang, Q., Zhao, W., Tong, X. & Atkinson, P. M., 25/07/2022, In: Journal of Remote Sensing. 2022, p. 1-23 23 p., 9871246.

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

  21. Published

    Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning

    Mousavi, M., Manshadi, M. D., Soltani, M., Kashkooli, F. M., Rahmim, A., Mosavi, A., Kvasnica, M., Atkinson, P. M., Kovács, L., Koltay, A., Kiss, N. & Adeli, H., 31/07/2022, In: Computers in biology and medicine. 146, 16 p., 105511.

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

  22. Published

    Global GDP Prediction With Night-Lights and Transfer Learning

    Price, N. & Atkinson, P. M., 31/08/2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15, p. 7128-7138 11 p.

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

  23. Published

    Spatial sampling, data models, spatial scale and ontologies: Interpreting spatial statistics and machine learning applied to satellite optical remote sensing

    Atkinson, P. M., Stein, A. & Jeganathan, C., 31/08/2022, In: Spatial Statistics. 50, 21 p., 100646.

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

  24. Published

    UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

    Wang, L., Li, R., Zhang, C., Fang, S., Duan, C., Meng, X. & Atkinson, P., 31/08/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 190, p. 196-214 19 p.

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

  25. Published

    Mapping urban night lights at a fine spatial resolution: downscaling VIIRS using geographically weighted area-to-point regression Kriging

    Tziokas, N., Zhang, C., Drolias, G. C. & Atkinson, P. M., 14/09/2022, In: Abstracts of the ICA. 5, p. 1-3 3 p.

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

  26. Published

    Healthcare Management of Human African Trypanosomiasis Cases in the Eastern, Muchinga and Lusaka Provinces of Zambia

    Mwiinde, A. M., Simuunza, M., Namangala, B., Chama-Chiliba, C. M., Machila, N., Anderson, N. E., Atkinson, P. M., Welburn, S. C., Osei, F. B. (ed.) & Sasidharan, S. (ed.), 27/09/2022, In: Tropical Medicine and Infectious Disease. 7, 10, 17 p., 270.

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

  27. Published

    An automatic graph-based method for characterizing multichannel networks

    Liu, Y., Carling, P. A., Wang, Y., Jiang, E. & Atkinson, P. M., 30/09/2022, In: Computers and Geosciences. 166, 14 p., 105180.

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

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