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Geospatial Data Science

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  1. Journal article
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. Published

    Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Duan, C., Su, J. & Zhang, C., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009205.

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

  9. Published

    Object-Based Area-to-Point Regression Kriging for Pansharpening

    Zhang, Y., Atkinson, P. M., Ling, F., Foody, G. M., Wang, Q., Ge, Y., Li, X. & Du, Y., 31/10/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 10, p. 8599-8614 16 p.

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

  10. Published

    The triggers of the disaggregation of Voyeykov Ice Shelf (2007), Wilkes Land, East Antarctica, and its subsequent evolution

    Arthur, J. F., Stokes, C. R., Jamieson, S. S. R., Miles, B. W. J., Carr, J. R. & Leeson, A. A., 31/10/2021, In: Journal of Glaciology. 67, 265, p. 933-951 19 p.

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

  11. Published

    Spatial-Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling

    Wang, Q., Wang, L., Li, Z., Tong, X. & Atkinson, P. M., 30/09/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 9, p. 7901-7917 17 p.

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

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