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Geospatial Data Science

  1. 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/MagazineJournal articlepeer-review

  2. Published

    21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions

    Aragao, L. E. O. C., Anderson, L. O., Fonseca, M. G., Rosan, T. M., Vedovato, L. B., Wagner, F. H., Silva, C. V. J., Silva Junior, C. H. L., Arai, E., Aguiar, A. P., Barlow, J., Berenguer, E., Deeter, M. N., Domingues, L. G., Gatti, L., Gloor, M., Malhi, Y., Marengo, J. A., Miller, J. B., Phillips, O. L., & 1 othersSaatchi, S., 13/02/2018, In: Nature Communications. 9, 12 p., 536.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    A comparison of modelled ice thickness and volume across the entire Antarctic Peninsula region

    Carrivick, J. L., Davies, B. J., James, W. H. M., McMillan, M. & Glasser, N. F., 2019, In: Geografiska Annaler, Series A: Physical Geography. 101, 1, p. 45-67 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    A Comparison of Small-Area Population Estimation Techniques Using Built-Area and Height Data, Riyadh, Saudi Arabia

    Alahmadi, M., Atkinson, P. M. & Martin, D., 05/2016, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 9, 5, p. 1959-1969 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    A conversation with Peter Diggle

    Atkinson, P. M. & Mateu, J., 11/10/2019, In: Statistical Science. 34, 3, p. 504-521 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    A Geostatistical Filter for Remote Sensing Image Enhancement

    Wang, Q., Tong, X. & Atkinson, P. M., 1/03/2020, In: Mathematical Geosciences. 52, p. 317-336 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    A global perspective on drinking-water and sanitation classification: an evaluation of census content

    Yu, W., A. Wardrop, N., E. S. Bain, R., Lin, Y., Zhang, C. & A. Wright, J., 17/03/2016, In: PLoS ONE. 11, 3, p. 1-17 17 p., e0151645.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    A high resolution record of Greenland mass balance

    McMillan, M., Leeson, A. A., Shepherd, A., Briggs, K., Armitage, T. W. K., Hogg, A., Kuipers Munneke, P., Van Den Broeke, M., Brice, N., van de Berg, W. J., Ligtenberg, S., Horwath, M., Groh, A., Muir, A. & Gilbert, L., 16/07/2016, In: Geophysical Research Letters. 43, 13, p. 7002-7010 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. 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/MagazineJournal articlepeer-review

  10. Published

    A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 12/10/2019, In: Remote Sensing. 11, 20, 20 p., 2370.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

    Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    A MS-lesion pattern discrimination plot based on geostatistics

    Marschallinger, R., Schmidt, P., Hofmann, P., Zimmer, C., Atkinson, P. M., Sellner, J., Trinker, E. & Mühlau, M., 03/2016, In: Brain and Behavior. 6, 3, 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    A Multi-disciplinary Approach for the Precision Management of Lodging Risk

    Berry, P., Blackburn, A., Sterling, M., Miao, Y., Hatley, D., Gullick, D., Joseph, G., Whyatt, D., Soper, D., Murray, J. & Baker, C., 11/07/2019, Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019. Stafford, J. V. (ed.). Wageningen Academic Publishers, p. 969-975 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  14. Published

    A multi-host agent-based model for a zoonotic, vector-borne disease: a case study on Trypanosomiasis in Eastern Province, Zambia

    Alderton, S., Macleod, E. T., Anderson, N. E., Schaten, K., Kuleszo, J., Simuunza, M., Welburn, S. C. & Atkinson, P. M., 27/12/2016, In: PLoS Neglected Tropical Diseases. 10, 12, 28 p., e0005252.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    A multi-model intercomparison of halogenated very short-lived substances (TransCom-VSLS): linking oceanic emissions and tropospheric transport for a reconciled estimate of the stratospheric source gas injection of bromine

    Hossaini, R., Patra, P. K., Leeson, A. A., Krysztofiak, G., Abraham, N. L., Archibald, A. T., Aschmann, J., Atlas, E. L., Belikov, D. A., Bönisch, H., Carpenter, L. J., Dhomse, S., Dorf, M., Engel, A., Feng, W., Fuhlbrügge, S., Griffiths, P. T., Harris, N. R. P., Hommel, R., Keber, T., & 20 othersKrüger, K., Lennartz, S. T., Maksyutov, S., Mantle, H., Mills, G. P., Montzka, S. A., Moore, F., Navarro, M. A., Oram, D. E., Pfeilsticker, K., Pyle, J. A., Quack, B., Saikawa, E., Saiz-Lopez, A., Sala, S., Sinnhuber, B-M., Taguchi, S., Tegtmeier, S., Lidster, R. T. & Ziska, F., 26/07/2016, In: Atmospheric Chemistry and Physics . 16, 14, p. 9163-9187 25 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    A multiple-point spatially weighted k-NN classifier for remote sensing

    Tang, Y., Jing, L., Atkinson, P. M. & Lin, H., 08/2016, In: International Journal of Remote Sensing. 37, 18, p. 4441-4459 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    A multiple-point spatially weighted k-NN method for object-based classification

    Tang, Y., Jing, L., Li, H. & Atkinson, P. M., 10/2016, In: International Journal of Applied Earth Observation and Geoinformation. 52, p. 263-274 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    A new digital elevation model of Antarctica derived from CryoSat-2 altimetry

    Slater, T., Shepherd, A., Mcmillan, M., Muir, A., Gilbert, L., Hogg, A. E., Konrad, H. & Parrinello, T., 2/05/2018, In: Cryosphere. 12, 4, p. 1551-1562 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    A new geostatistical solution to remote sensing image downscaling

    Wang, Q., Shi, W., Atkinson, P. M. & Pardo-Igúzquiza, E., 01/2016, In: IEEE Transactions on Geoscience and Remote Sensing. 54, 1, p. 386-396 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. 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/MagazineJournal articlepeer-review

  21. Published

    A novel unsupervised bee colony optimization (UBCO) method for remote sensing image classification: a case study in a heterogeneous marsh area

    Li, H., Zhang, S., Ding, X., Zhang, C. & Cropp, R., 27/10/2016, In: International Journal of Remote Sensing. 37, 24, p. 5627-5748 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    A novel unsupervised Levy flight particle swarm optimization (ULPSO) method for multispectral remote-sensing image classification

    Li, H., Zhang, S., Zhang, C., Li, P. & Cropp, R., 2/12/2017, In: International Journal of Remote Sensing. 38, 23, p. 6970-6992 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    A perfect storm? The collapse of Lancaster’s critical infrastructure networks following intense rainfall on 4th/5th in December 2015

    Ferranti, E. J. S., Chapman, L. & Whyatt, J. D., 01/2017, In: Weather. 72, 1, p. 3-7 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    A probabilistic predictive Bayesian approach for determining the representativeness of health and demographic surveillance networks

    Utazi, C. E., Sahu, S. K., Atkinson, P. M., Tejedor, N. & Tatem, A. J., 08/2016, In: Spatial Statistics. 17, p. 161-178 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification

    Zhang, C., Pan, X., Zhang, S., Li, H. & Atkinson, P. M., 22/09/2017, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 1451-1454 4 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. 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/MagazineJournal articlepeer-review

  27. Published

    A Special Issue on the Importance of Geostatistics in the Era of Data Science

    McKinley, J. M. & Atkinson, P. M., 1/04/2020, In: Mathematical Geosciences. 52, 3, p. 311-315 5 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  28. Published

    A systematic review of vegetation phenology in Africa

    Adole, T., Dash, J. & Atkinson, P. M., 07/2016, In: Ecological Informatics. 34, p. 117-128 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. 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/MagazineJournal articlepeer-review

  30. 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/MagazineJournal articlepeer-review

  31. Published

    Accounting for the effects of climate variability in regional flood frequency estimates in western Nigeria

    Ekeu-Wei, I., Blackburn, A. & Giovannettone, J., 19/08/2020, In: Journal of Water Resource and Protection. 12, p. 690-713 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. 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/MagazineJournal articlepeer-review

  33. Published

    Advances in mapping malaria for elimination: fine resolution modelling of Plasmodium falciparum incidence

    Alegana, V. A., Atkinson, P. M., Lourenco, C., Ruktanonchai, N. W., Bosco, C., Erbach-Schoenberg, E. Z., Didier, B., Pindolia, D., Le Menach, A., Katokele, S., Uusiku, P. & Tatem, A. J., 13/07/2016, In: Scientific Reports. 6, 13 p., 29628.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Agricultural shocks and drivers of livelihood precariousness across Indian rural communities

    Berchoux, T., Watmough, G. R., Hutton, C. W. & Atkinson, P. M., 1/09/2019, In: Landscape and Urban Planning. 189, p. 307-319 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. 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/MagazineJournal articlepeer-review

  36. Published

    Allometric scaling of thermal infrared emitted from UK cities and its relation to urban form

    Abdulrasheed, M., MacKenzie, A. R., Whyatt, D. & Chapman, L., 3/06/2020, In: City and Environment Interactions. 5, 10 p., 100037.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Altimetry for the future: Building on 25 years of progress

    International Altimetry Team, 31/07/2021, In: Advances in Space Research. 68, 2, p. 319-363 45 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Amazon fires: what will happen if they keep burning?

    Silva, C., 5/09/2019

    Research output: Exhibits, objects and web-based outputsBlogpeer-review

  39. Published

    An agent-based model of tsetse fly response to seasonal climatic drivers: Assessing the impact on sleeping sickness transmission rates

    Alderton, S., Macleod, E. T., Anderson, N. E., Palmer, G., Machila, N., Simuunza, M., Welburn, S. C. & Atkinson, P. M., 9/02/2018, In: PLoS Neglected Tropical Diseases. 12, 2, 29 p., e0006188.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    An analysis of the likely success of policy actions under uncertainty: recovery from acidification across Great Britain

    Whyatt, J. D., Metcalfe, S., Derwent, R. & Page, T. J. C., 07/2017, In: Environmental Science and Policy. 73, p. 124-132 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    An evaluation of automated GPD threshold selection methods for hydrological extremes across different scales

    Curceac, S., Atkinson, P. M., Milne, A., Wu, L. & Harris, P., 1/06/2020, In: Journal of Hydrology. 585, 15 p., 124845.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    An extended PROSPECT: Advance in the leaf optical properties model separating total chlorophylls into chlorophyll a and b

    Zhang, Y., Huang, J., Wang, F., Blackburn, G. A., Zhang, H., Wang, X., Wei, C., Zhang, K. & Wei, C., 25/07/2017, In: Scientific Reports. 7, 10 p., 6429.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. 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/MagazineJournal articlepeer-review

  44. Published

    An improved index for urban population distribution mapping based on nighttime lights (DMSP-OLS) data: An experiment in Riyadh province, Saudi Arabia

    Alahmadi, M., Mansour, S., Martin, D. & Atkinson, P., 19/03/2021, In: Remote Sensing. 13, 6, 23 p., 1171.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    An iterative coarse-to-fine sub-sampling method for density reduction of terrain point clouds

    Fan, L. & Atkinson, P. M., 19/04/2019, In: Remote Sensing. 11, 8, 11 p., 947.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. 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/MagazineJournal articlepeer-review

  47. Published

    Anisotropy characteristics of exposed gravel beds revealed in high-point-density airborne laser scanning data

    Huang, G-H., Wang, C-K., Wu, F-C. & Atkinson, P. M., 08/2016, In: IEEE Geoscience and Remote Sensing Letters. 13, 8, p. 1044-1048 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published
  49. 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/ISSNConference contribution/Paperpeer-review

  50. 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/MagazineJournal articlepeer-review

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