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Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

  1. Published

    A case study on the effects of data temporal resolution on the simulation of water flux extremes using a process-based model at the grassland field scale

    Wu, L., Curceac, S., Atkinson, P. M., Milne, A. & Harris, P., 30/09/2021, In: Agricultural Water Management. 255, 10 p., 107049.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    A characterisation of climate variability and trends in hydrological extremes in the Severn Uplands

    Biggs, E. M. & Atkinson, P. M., 09/2011, In: International Journal of Climatology. 31, 11, p. 1634-1652 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    A combined spectral and object-based approach to transparent cloud removal in an operational setting for Landsat ETM+

    Watmough, G. R., Atkinson, P. M. & Hutton, C. W., 04/2011, In: International Journal of Applied Earth Observation and Geoinformation. 13, 2, p. 220-227 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    A comparison of gauge and radar precipitation data for simulating an extreme hydrological event in the Severn Uplands, UK

    Biggs, E. M. & Atkinson, P. M., 28/02/2011, In: Hydrological Processes. 25, 5, p. 795-810 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. 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

  6. Published

    A comparison of texture measures for the per-field classification of Mediterranean land cover

    Lloyd, C. D., Berberoglu, S., Curran, P. J. & Atkinson, P. M., 2004, In: International Journal of Remote Sensing. 25, 19, p. 3943-3965 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. 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

  8. Published

    A deep learning model for incorporating temporal information in haze removal

    Ma, X., Wang, Q., Tong, X. & Atkinson, P. M., 1/06/2022, In: Remote Sensing of Environment. 274, 17 p., 113012.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. 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

  10. 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

  11. 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

  12. Published
  13. E-pub ahead of print

    A joint distribution framework to improve presence-only species distribution models by exploiting opportunistic surveys

    Escamilla Molgora, J. M., Sedda, L., Diggle, P. & Atkinson, P., 30/06/2022, In: Journal of Biogeography. 49, 6, p. 1176-1192 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    A linearised pixel-swapping method for mapping rural linear land cover features from fine spatial resolution remotely sensed imagery

    Thorton, M. W., Atkinson, P. M. & Holland, D. A., 10/2007, In: Computers and Geosciences. 33, 10, p. 1261-1272 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    A local space–time kriging approach applied to a nationaloutpatient malaria data set

    Gething, P. W., Atkinson, P. M., Noor, A. M., Gikandi, P. W., Hay, S. I. & Nixon, M. S., 10/2007, In: Computers and Geosciences. 33, 10, p. 1337-1350 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. 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

  17. Published

    A method for describing quantitatively the information, redndancy and error in digital spatial data

    Atkinson, P. M., 1994, Innovations in GIS 2: Selected papers from the Second National Conference on GIS Research UK. Fisher, P. (ed.). Taylor and Francis, p. 85-96 10 p.

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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. Published

    A novel multi-parameter support vector machine for image classification

    Zhang, C., Wang, T., Atkinson, P. M., Pan, X. & Li, H., 7/04/2015, In: International Journal of Remote Sensing. 36, 7, p. 1890-1906 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    A per-pixel, non-stationary mixed model for empirical line atmospheric correction in remote sensing

    Hamm, N. A. S., Atkinson, P. M. & Milton, E. J., 09/2012, In: Remote Sensing of Environment. 124, p. 666-678 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. 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

  27. Published

    A quantitative approach for classifying fish otolith strontium: calcium sequences into environmental histories

    Hedger, R. D., Atkinson, P. M., Thibault, I. & Dodson, J. J., 1/07/2008, In: Ecological Informatics. 3, 3, p. 207-217 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. 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

  29. Published

    A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, Y., Zhang, S., Ding, X. & Atkinson, P., 30/11/2021, In: International Journal of Digital Earth. 14, 11, p. 1528-1546 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

    Gu, X., Zhang, C., Shen, Q., Han, J., Angelov, P. & Atkinson, P., 1/04/2022, In: Information Fusion. 80, p. 179-204 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. 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

  32. 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

  33. 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

  34. 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

  35. Published

    ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

    Li, R., Zheng, S., Zhang, C., Duan, C., Wang, L. & Atkinson, P., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 84-98 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    Accuracy of digital elevation models derived from terrestrial laser scanning data

    Fan, L. & Atkinson, P. M., 09/2015, In: IEEE Geoscience and Remote Sensing Letters. 12, 9, p. 1923-1927 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Adaptive space–time sampling with wireless sensor nodes for flood forecasting

    Neal, J. C., Atkinson, P. M. & Hutton, C. W., 11/01/2012, In: Journal of Hydrology. 414-415, p. 136-147 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. 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

  39. 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

  40. 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

  41. Published

    Amazon vegetation greenness as measured by satellite sensors over the last decade

    Atkinson, P. M., Dash, J. & Jeganathan, C., 12/10/2011, In: Geophysical Research Letters. 38, p. 1-6 6 p., L19105.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. 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

  43. Published

    An assessment of the precision of the kriging variance obtained from systematic samples of land-cover: Spatial Data 2000

    Atkinson, P. M., Dunn, R. & Harrison, A. R., 1991, Spatial data 2000: proceedings of a joint conference of the Photogrammetric Society, the Remote Sensing Society, the American Society for Photogrammetry and Remote Sensing : Christ Church, Oxford, 17th-20th September 1991 . Dowman, I. (ed.). London: Dept. of Photogrammetry and Surveying, University College London, p. 96-105 10 p.

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

  44. Published

    An empirical investigation of spatial scale using ariborne imagery

    Atkinson, P. M. & Aplin, P. S., 1999, RSS99 Earth Observation - From Data to Information. Nottingham: Remote Sensing Society, p. 581-589 9 p.

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

  45. 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

  46. Published

    An exploratory GIS-based method to identify and characterise landscapes with an elevated epidemiological risk of Rhodesian human African trypanosomiasis

    Wardrop, N. A., Fèvre, E. M., Atkinson, P. M., Kakembo, A. S. L. & Welburn, S. C., 21/11/2012, In: BMC Infectious Diseases. 12, 14 p., 316.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. E-pub ahead of print

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 15/02/2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. 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

  49. Published

    An indicator kriging approach to the SIC’97 data set

    Lloyd, C. D. & Atkinson, P. M., 2003, SIC ’97 Spatial Interpolation Comparison. Ispra, Italy, p. 537-548 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  50. 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

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