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Geospatial Data Science

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  1. Doctoral Thesis
  2. Published

    Human and environmental exposure to hydrocarbon pollution in the Niger Delta: A geospatial approach

    Obida, C. B., 26/02/2020, Lancaster University. 226 p.

    Research output: Thesis › Doctoral Thesis

  3. Published

    Deep learning for land cover and land use classification

    Zhang, C., 2018, Lancaster University. 267 p.

    Research output: Thesis › Doctoral Thesis

  4. Published

    The GREAT-ER model as a tool for chemical risk assessment and management for Chinese river catchments

    Jackson, B. W., 2018, Lancaster University. 320 p.

    Research output: Thesis › Doctoral Thesis

  5. Published

    Application of open-access and 3rd party geospatial technology for integrated flood risk management in data sparse regions of developing countries

    Ekeu-Wei, I., 2018, Lancaster University. 328 p.

    Research output: Thesis › Doctoral Thesis

  6. Journal article
  7. Published

    Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

    Lu, Y., Li, H., Zhang, C. & Zhang, S., 18/04/2024, In: Remote Sensing. 16, 8, 1444.

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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

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