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Geospatial Data Science

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  1. 2022
  2. Published

    Comparing contemporary and lifetime rates of carbon accumulation from secondary forests in the eastern Amazon

    Elias, F., Ferreira, J., Resende, A., De Berenguer Cesar, E., Franca, F., Smith, C. C., Schwartz, G., Nascimento, R., Guedes, M., Rossi, L., Seixas, M., da Silva, C. & Barlow, J., 15/03/2022, In: Forest Ecology and Management. 508, 8 p., 120053.

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

  3. Published

    Quantifying Post-Fire Changes in the Aboveground Biomass of an Amazonian Forest Based on Field and Remote Sensing Data

    Pontes-Lopes, A., Dalagnol, R., Dutra, A. C., de Jesus Silva, C. V., de Alencastro Graça, P. M. L. & de Oliveira e Cruz de Aragão, L. E., 23/03/2022, In: Remote Sensing. 14, 7, 20 p., e1545.

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

  4. 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

  5. Published

    Deriving shorelines from SAR images to assess coastal vulnerability in data poor regions.

    Dike, E., 20/06/2022, Lancaster University. 148 p.

    Research output: Thesis › Doctoral Thesis

  6. Published

    Linking land-use and land-cover transitions to their ecological impact in the Amazon

    Nunes, C. A., Berenguer, E., França, F., Ferreira, J., Lees, A. C., Louzada, J., Sayer, E. J., Solar, R., Smith, C. C., Aragão, L. E. O. C., Braga, D. L., de Camargo, P. B., Cerri, C. E. P., de Oliveira R.C., J., Durigan, M., Moura, N., Oliveira, V. H. F., Ribas, C., Vaz-de-Mello, F., Vieira, I., & 2 othersZanetti, R. & Barlow, J., 5/07/2022, In: Proceedings of the National Academy of Sciences of the United States of America. 119, 27, 9 p., e2202310119.

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

  7. Published

    Increasing Accumulation of Perfluorocarboxylate Contaminants Revealed in an Antarctic Firn Core (1958–2017)

    Garnett, J., Halsall, C., Winton, H., Joerss, H., Mulvaney, R., Ebinghaus, R., Frey, M., Jones, A., Leeson, A. & Wynn, P., 16/08/2022, In: Environmental Science and Technology. 56, 16, p. 11246–11255 10 p.

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

  8. Published

    Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

    Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    Detecting and reducing heterogeneity of error in acoustic classification

    Metcalf, O. C., Barlow, J., Bas, Y., Berenguer, E., Devenish, C., França, F., Marsden, S., Smith, C. & Lees, A. C., 30/11/2022, In: Methods in Ecology and Evolution. 13, 11, p. 2559-2571 13 p.

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

  10. 2023
  11. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 2024
  21. 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

  22. 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

  23. 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

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