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Geospatial Data Science

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  1. 2021
  2. Published

    Robust unsupervised small area change detection from SAR imagery using deep learning

    Zhang, X., Su, H., Zhang, C., Gu, X., Tan, X. & Atkinson, P., 1/03/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 173, p. 79-94 16 p.

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

  3. Published

    BARNet: Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images

    Jin, Y., Xu, W., Zhang, C., Luo, X. & Jia, H., 14/02/2021, In: Remote Sensing. 13, 4, 20 p., 692.

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

  4. Published

    Risk assessment of the step-by-step return-to-work policy in Beijing following the COVID-19 epidemic peak

    Zhang, W.-B., Ge, Y., Liu, M., Atkinson, P. M., Wang, J., Zhang, X. & Tian, Z., 1/02/2021, In: Stochastic Environmental Research and Risk Assessment. 35, p. 481-498 18 p.

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

  5. Published

    R-YOLO: A Real-Time Text Detector for Natural Scenes with Arbitrary Rotation

    Wang, X., Zheng, S., Zhang, C., Li, R. & Gui, L., 28/01/2021, In: Sensors. 21, 3, p. 1-20 20 p., 888.

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

  6. Published

    Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

    Li, F., Li, E., Zhang, C., Samat, A., Liu, W., Li, C. & Atkinson, P., 9/01/2021, In: Remote Sensing. 13, 2, p. 1-22 22 p., 212.

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

  7. Published

    The Role of Digital Technologies in Responding to the Grand Challenges of the Natural Environment: The Windermere Accord

    Blair, G., Bassett, R., Bastin, L., Beevers, L., Borrajo Garcia, M., Brown, M., Dance, S., Dionescu, A., Edwards, L., Ferrario, M. A., Fraser, R., Fraser, H., Gardner, S., Henrys, P. A., Hey, T., Homann, S., Huijbers, C., Hutchison, J., Jonathan, P. & Lamb, R. & 21 others, Laurie, S., Leeson, A., Leslie, D., McMillan, M., Nundloll, V., Oyebamiji, O., Phillipson, J., Pope, V., Prudden, R., Reis, S., Salama, M., Samreen, F., Sejdinovic, D., Simm, W., Street, R., Thornton, L., Towe, R., Vande Hey, J. D., Vieno, M., Waller, J. & Watkins, J., 8/01/2021, In: Patterns. 2, 1, 8 p., 100156.

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

  8. Published

    Remote sensing of urban green spaces: a review: A review

    Shahtahmassebi, A. R., Li, C., Fan, Y., Wu, Y., lin, Y., Gan, M., Wang, K., Malik, A. & Blackburn, G. A., 1/01/2021, In: Urban Forestry and Urban Greening. 57, 15 p., 126946.

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

  9. Published

    The Forgotten Semantics of Regression Modeling in Geography

    Comber, A. J., Harris, P., Lü, Y., Wu, L. & Atkinson, P. M., 1/01/2021, In: Geographical Analysis. 53, 1, p. 113-134 22 p.

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

  10. Published

    Quantifying the impacts of wildfires on forest carbon stocks and CO2 emissions across Brazilian Amazonia

    Silva, C., 2021, Lancaster University. 163 p.

    Research output: Thesis › Doctoral Thesis

  11. Published

    Sustainable intensification of arable agriculture: The role of Earth Observation in quantifying the agricultural landscape

    Hunt, M., 2021, Lancaster University. 214 p.

    Research output: Thesis › Doctoral Thesis

  12. 2020
  13. E-pub ahead of print

    Estimating feature extraction changes of Berkelah Forest, Malaysia from multisensor remote sensing data using an object-based technique

    Rozali, S., Abd Latif, Z., Adnan, N. A., Hussin, Y., Blackburn, A. & Pradhan, B., 27/12/2020, (E-pub ahead of print) In: Geocarto International. 18 p.

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

  14. Published

    General solution to reduce the point spread function effect in subpixel mapping

    Wang, Q., Zhang, C., Tong, X. & Atkinson, P. M., 15/12/2020, In: Remote Sensing of Environment. 251, 19 p., 112054.

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

  15. Published

    Secondary forests offset less than 10% of deforestation-mediated carbon emissions in the Brazilian Amazon

    Smith, C. C., Espírito-Santo, F. D. B., Healey, J. R., Young, P., Lennox, G., Ferreira, J. & Barlow, J., 1/12/2020, In: Global Change Biology. 26, 12, p. 7006-7020 15 p.

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

  16. Published

    Distribution and seasonal evolution of supraglacial lakes on Shackleton Ice Shelf, East Antarctica

    Arthur, J. F., Stokes, C. R., Jamieson, S. S. R., Carr, J. R. & Leeson, A. A., 18/11/2020, In: The Cryosphere. 14, p. 4103–4120 8 p.

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

  17. Published

    Virtual image pair-based spatio-temporal fusion

    Wang, Q., Tang, Y., Tong, X. & Atkinson, P. M., 17/11/2020, In: Remote Sensing of Environment. 249, 17 p., 112009.

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

  18. Published

    The firn meltwater Retention Model Intercomparison Project (RetMIP): evaluation of nine firn models at four weather station sites on the Greenland ice sheet

    Vandecrux, B., Mottram, R., Langen, P. L., Fausto, R. S., Olesen, M., Stevens, C. M., Verjans, V., Leeson, A., Ligtenberg, S., Munneke, P. K., Marchenko, S., Pelt, W. V., Meyer, C. R., Simonsen, S. B., Heilig, A., Samimi, S., Marshall, S., Machguth, H., MacFerrin, M. & Niwano, M. & 3 others, Miller, O., Voss, C. I. & Box, J. E., 6/11/2020, In: The Cryosphere. 14, p. 3785-3810 26 p.

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

  19. Published

    How efficiently can HEPA purifiers remove priority fine and ultrafine particles from indoor air?

    Lowther, S., Deng, W., Fang, Z., Booker, D., Whyatt, D., Wild, O., Wang, X. & Jones, K., 1/11/2020, In: Environment International. 144, 9 p., 106001.

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

  20. Published

    Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning

    Zhang, C., Atkinson, P., George, C., Wen, Z., Diazgranados, M. & Gerard, F., 1/11/2020, In: ISPRS Journal of Photogrammetry and Remote Sensing. 169, p. 280-291 12 p.

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

  21. Published

    Predicting soil organic carbon content in Spain by combining Landsat TM and ALOS PALSAR images

    Wang, X., Zhang, Y., Atkinson, P. M. & Yao, H., 31/10/2020, In: International Journal of Applied Earth Observation and Geoinformation. 92, 15 p., 102182.

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

  22. Published

    Investigating the Influence of Registration Errors on the Patch-Based Spatio-Temporal Fusion Method

    Wang, L., Wang, X., Wang, Q. & Atkinson, P. M., 26/10/2020, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13, p. 6291-6307 17 p.

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

  23. Published

    Estimating the multi-decadal carbon deficit of burned Amazonian forests

    Silva, C., Aragão, L., Young, P., Espirito-Santo, F., De Berenguer Cesar, E., Anderson, L. O., Brasil, I., Pontes-Lopes, A., Ferreira, J., Withey, K., Machado Franca, F., Graça, P. M. L. A., Kirsten, L., Xaud, H. A. M., Salimon, C., Scaranello, M. A., Castro, B., Seixas, M., Farias, R. & Barlow, J., 21/10/2020, In: Environmental Research Letters. 15, 11, 10 p., 114023.

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

  24. Published

    Adjusting for Conditional Bias in Process Model Simulations of Hydrological Extremes: An Experiment Using the North Wyke Farm Platform

    Curceac, S., Atkinson, P. M., Milne, A., Wu, L. & Harris, P., 9/10/2020, In: Frontiers in Artificial Intelligence. 3, 16 p., 565859.

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

  25. Published

    ‘When the walls come tumbling down': The role of intergroup proximity, threat and contact in shaping attitudes towards the removal of Northern Ireland’s peace walls.

    Dixon, J., Tredoux, C., Sturgeon, B., Hocking, B., Davies, G., Huck, J., Whyatt, D., Jarman, N. & Bryan, D., 1/10/2020, In: British Journal of Social Psychology. 59, 4, p. 922-944 23 p.

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

  26. Published

    A visualization platform to analyze contextual links between natural capital and ecosystem services

    Linney, G., Henrys, P., Blackburn, A., Maskell, L. & Harrison, P., 1/10/2020, In: Ecosystem Services. 45, 11 p., 101189.

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

  27. Published

    COVID-19 Outbreak Prediction with Machine Learning

    Ardabili, S. F., Mosavi, A., Ghamisi, P., Ferdinand, F., Varkonyi-Koczy, A. R., Reuter, U., Rabczuk, T. & Atkinson, P., 1/10/2020, In: Algorithms. 13, 10, 36 p., 249.

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

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