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Geospatial Data Science

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  1. 2024
  2. Published

    Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

    Diao, Q., Dai, Y., Wang, J., Feng, X., Pan, F., Zhang, C. & Melgani, F. (ed.), 7/03/2024, In: Remote Sensing. 16, 6, 937.

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

  3. E-pub ahead of print

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

    Fan, X., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 2/01/2024, (E-pub ahead of print) In: Geographical Analysis.

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

  4. 2023
  5. Published

    Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

    Han, Z., Zhang, C., Gao, L., Zeng, Z., Zhang, B. & Atkinson, P. M., 31/12/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 293-310 18 p.

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

  6. Published

    Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

    Zhu, D., Zhou, C., Zhu, Y., Wang, T. & Zhang, C., 14/12/2023, In: Remote Sensing. 15, 24, 5726.

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

  7. Published

    Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

    Chen, C., Zhang, C., Tian, B., Wu, W. & Zhou, Y., 30/11/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 205, p. 1-16 16 p.

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

  8. Published

    Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

    Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

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

  9. E-pub ahead of print

    Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data

    Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A. & Leslie, D., 31/08/2023, (E-pub ahead of print) In: Journal of Glaciology. 12 p.

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

  10. Published

    Using satellite data to assess spatial drivers of bird diversity

    Hunt, M. L., Blackburn, G. A., Siriwardena, G. M., Carrasco, L. & Rowland, C. S., 31/08/2023, In: Remote Sensing in Ecology and Conservation. 9, 4, p. 483-500 28 p.

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

  11. Published

    The effect of partial dissolution on sea-ice chemical transport: a combined model–observational study using poly- and perfluoroalkylated substances (PFASs)

    Thomas, M., Cate, B., Garnett, J., Smith, I. J., Vancoppenolle, M. & Halsall, C., 8/08/2023, In: Cryosphere. 17, 8, p. 3193-3201 9 p.

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

  12. Published

    Going Solo: Students' Strategies for Coping with an Independent GIS Project

    Whyatt, D., Davies, G. & Clark, G., 27/05/2023, In: Journal of Geography in Higher Education. 47, 3, p. 381-398 18 p.

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

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