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Geospatial Data Science

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  1. 2018
  2. Published

    Enhancing spectral unmixing by considering the point spread function effect

    Wang, Q., Shi, W. & Atkinson, P. M., 12/2018, In: Spatial Statistics. 28, p. 271-283 13 p.

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

  3. Published

    National and sub-national variation in patterns of febrile case management in sub-Saharan Africa

    Alegana, V. A., Maina, J., Ouma, P. O., Macharia, P. M., Wright, J., Atkinson, P. M., Okiro, E. A., Snow, R. W. & Tatem, A. J., 26/11/2018, In: Nature Communications. 9, 1, 7 p.

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

  4. Published

    Drought-induced Amazonian wildfires instigate a decadal-scale disruption of forest carbon dynamics

    Silva, C. V. J., Aragao, L. E. O. C., Barlow, J., Espirito-Santo, F., Young, P. J., Anderson, L. O., Berenguer, E., Brasil, I., Foster Brown, I., Castro, B., Farias, R., Ferreira, J., Franca, F., Graca, P. M. L. A., Kirsten, L., Lopes, A. P., Salimon, C., Scaranello, M. A., Seixas, M. & Souza, F. C. & 1 others, Xaud, H. A. M., 19/11/2018, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 373, 1760, 12 p., 20180043.

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

  5. Published

    Quantifying immediate carbon emissions from El Niño-mediated wildfires in humid tropical forests

    Withey, K., De Berenguer Cesar, E., Palmeira, A. F., Espirito-Santo, F., Lennox, G., Silva, C., Aragao, L. E. O. C., Ferreira, J., Machado Franca, F., Malhi, Y., Rossi, L. C. & Barlow, J., 19/11/2018, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 373, 1760

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

  6. Published

    Employing a spatio-temporal contingency table for the analysis of cork oak cover change in the Sa Serra region of Sardinia

    Dettori, S., Filigheddu, M. R., Deplano, G., Molgora, J. E., Ruiu, M. & Sedda, L., 16/11/2018, In: Scientific Reports. 8, 1, 14 p., 16946.

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

  7. Published

    Exploring the effect of human and animal population growth on vector-borne disease transmission with an agent-based model of Rhodesian human African trypanosomiasis in eastern province, Zambia

    Alderton, S., Macleod, E. T., Anderson, N. E., Machila, N., Simuunza, M., Welburn, S. C. & Atkinson, P. M., 8/11/2018, In: PLoS Neglected Tropical Diseases. 12, 11, 26 p., e0006905.

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

  8. Published

    Infilling missing data in hydrology: Solutions using satellite radar altimetry and multiple imputation for data-sparse regions

    Ekeu-Wei, I. T., Blackburn, G. A. & Pedruco, P., 20/10/2018, In: Water (Switzerland). 10, 10, 22 p., 1483.

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

  9. Published

    A new multi-resolution based method for estimating local surface roughness from point clouds

    Fan, L. & Atkinson, P. M., 10/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 144, p. 369-378 10 p.

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

  10. Published

    An object-based convolutional neural network (OCNN) for urban land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 10/2018, In: Remote Sensing of Environment. 216, p. 57-70 14 p.

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

  11. Published

    Using fractal analysis of crown images to measure the structural condition of trees

    Murray, J., Blackburn, G. A., Whyatt, J. D. & Edwards, C. J., 10/2018, In: Forestry. 91, 4, p. 480-491 12 p.

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

  12. Published

    Assessment of CryoSat-2 interferometric and non-interferometric SAR altimetry over ice sheets

    McMillan, M., Shepherd, A., Muir, A., Gaudelli, J., Hogg, A. E. & Cullen, R., 15/09/2018, In: Advances in Space Research. 62, 6, p. 1281-1291 11 p.

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

  13. Published

    How do modern transportation projects impact on development of impervious surfaces via new urban area and urban intensification? Evidence from Hangzhou Bay Bridge, China

    Shahtahmassebi, A. R., Wu, C., Blackburn, G. A., Zheng, Q., Huang, L., Shortridge, A., Shahtahmassebi, G., Jiang, R., He, S., Wang, K., Lin, Y., Clarke, K. C., Su, Y., Lin, L., Wu, J., Zheng, Q., Xu, H., Xue, X., Deng, J. & Shen, Z., 09/2018, In: Land Use Policy. 77, p. 479-497 19 p.

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

  14. Published

    Large scale pre-rain vegetation green up across Africa

    Adole, T., Dash, J. & Atkinson, P. M., 09/2018, In: Global Change Biology. 24, 9, p. 4054-4068 15 p.

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

  15. Published

    Linking species thermal tolerance to elevational range shifts in upland dung beetles

    Birkett, A. J., Blackburn, G. A. & Menendez Martinez, M. R., 09/2018, In: Ecography. 41, 9, p. 1510-1519 10 p.

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

  16. Published

    Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series

    Onojeghuo, A. O., Blackburn, G. A., Wang, Q., Atkinson, P. M., Kindred, D. & Miao, Y., 09/2018, In: GIScience & Remote Sensing. 55, 5, p. 659-677 19 p.

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

  17. Published

    Spatial-temporal fraction map fusion with multi-scale remotely sensed images

    Zhang, Y., Foody, G. M., Ling, F., Li, X., Ge, Y., Du, Y. & Atkinson, P. M., 08/2018, In: Remote Sensing of Environment. 213, p. 162-181 20 p.

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

  18. Published

    VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images

    Zhang, C., Sargent, I., Pan, X., Gardiner, A., Hare, J. & Atkinson, P. M., 08/2018, In: IEEE Transactions on Geoscience and Remote Sensing. 56, 8, p. 4507-4521 15 p.

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

  19. Published

    Applications of open-access remotely sensed data for flood modelling and mapping in developing regions

    Ekeu-Wei, I. & Blackburn, G. A., 31/07/2018, In: Hydrology. 5, 3, 36 p., 39.

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

  20. Published

    The Current Health of Polar Ice Sheets and Implications for Sea Level

    McMillan, M., 23/07/2018, The Routledge Handbook of the Polar Regions. Nuttall, M., Christensen, T. & Siegert, M. (eds.). London: Routledge

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  21. Published

    Predicting the structure of soil communities from plant community taxonomy, phylogeny, and traits

    Leff, J. W., Bardgett, R. D., Wilkinson, A., Jackson, B. G., Pritchard, W. J., de Long, J. R., Oakley, S., Mason, K. E., Ostle, N. J., Johnson, D., Baggs, E. M. & Fierer, N., 1/07/2018, In: ISME Journal. 12 p.

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

  22. Published

    Seasonality of vegetation types of South America depicted by moderate resolution imaging spectroradiometer (MODIS) time series

    Adami, M., Bernardes, S., Arai, E., Freitas, R. M., Shimabukuro, Y. E., Espírito-Santo, F. D. B., Rudorff, B. F. T. & Anderson, L. O., 07/2018, In: International Journal of Applied Earth Observation and Geoinformation. 69, p. 148-163 16 p.

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

  23. Published

    Ice velocity of Jakobshavn Isbræ, Petermann Glacier, Nioghalvfjerdsfjorden, and Zachariæ Isstrøm, 2015-2017, from Sentinel 1-a/b SAR imagery

    Lemos, A., Shepherd, A., McMillan, M., Hogg, A. E., Hatton, E. & Joughin, I., 18/06/2018, In: Cryosphere. 12, 6, p. 2087-2097 11 p.

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

  24. Published

    Mass balance of the Antarctic Ice Sheet from 1992 to 2017

    IMBIE, 13/06/2018, In: Nature. 558, 7709, p. 219-222 4 p.

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

  25. Published

    Cluster-based analysis of multi-model climate ensembles

    Hyde, R., Hossaini, R. & Leeson, A. A., 4/06/2018, In: Geoscientific Model Development. 11, 6, p. 2033-2048 16 p.

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

  26. Published

    A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

    Zhang, C., Pan, X., Li, H., Gardiner, A., Sargent, I., Hare, J. & Atkinson, P. M., 06/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 140, p. 133-144 12 p.

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

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