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Research

Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

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  1. 2022
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

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