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Research

Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

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  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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-review

  7. Published

    A comprehensive review of spatial-temporal-spectral information reconstruction techniques

    Wang, Q., Tang, Y., Ge, Y., Xie, H., Tong, X. & Atkinson, P. M., 31/12/2023, In: Science of Remote Sensing. 8, 100102.

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

  8. 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/Magazine › Journal article › peer-review

  9. 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/Magazine › Journal article › peer-review

  10. 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/Magazine › Journal article › peer-review

  11. 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

  12. 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/Magazine › Journal article › peer-review

  13. Published

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

    Molgora, J. M. E., Sedda, L., Diggle, P. & Atkinson, P. M., 30/06/2021, In: Biorxiv.

    Research output: Contribution to Journal/Magazine › Journal article

  14. Published

    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/Magazine › Journal article › peer-review

  15. 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/Magazine › Journal article › peer-review

  16. 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/Magazine › Journal article › peer-review

  17. 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/Magazine › Journal article › peer-review

  18. 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/ISSN › Conference contribution/Paper › peer-review

  19. 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/Magazine › Journal article › peer-review

  20. 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/Magazine › Journal article › peer-review

  21. 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/Magazine › Journal article › peer-review

  22. 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/Magazine › Journal article › peer-review

  23. 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/Magazine › Journal article › peer-review

  24. 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

  25. Published

    A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images

    Chen, H., Li, H., Liu, Z., Zhang, C., Zhang, S. & Atkinson, P., 1/09/2023, In: Remote Sensing of Environment. 295, p. 1-16 16 p., 113679.

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

  26. 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/Magazine › Journal article › peer-review

  27. 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/Magazine › Journal article › peer-review

  28. 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/Magazine › Journal article › peer-review

  29. 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/Magazine › Journal article › peer-review

  30. 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/Magazine › Journal article › peer-review

  31. 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/Magazine › Journal article › peer-review

  32. 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/Magazine › Journal article › peer-review

  33. 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

  34. 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/Magazine › Editorial › peer-review

  35. 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/Magazine › Journal article › peer-review

  36. 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

  37. 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/Magazine › Journal article › peer-review

  38. 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/Magazine › Journal article › peer-review

  39. 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/Magazine › Journal article › peer-review

  40. 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

  41. 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/Magazine › Journal article › peer-review

  42. 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/Magazine › Journal article › peer-review

  43. 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/Magazine › Journal article › peer-review

  44. 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/Magazine › Journal article › peer-review

  45. 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/ISSN › Conference contribution/Paper › peer-review

  46. Published

    An automatic graph-based method for characterizing multichannel networks

    Liu, Y., Carling, P. A., Wang, Y., Jiang, E. & Atkinson, P. M., 30/09/2022, In: Computers and Geosciences. 166, 14 p., 105180.

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

  47. E-pub ahead of print

    An efficient and generalisable approach for mapping paddy rice fields based on their unique spectra during the transplanting period leveraging the CIE colour space

    Li, H., Huang, J., Zhang, C., Ning, X., Zhang, S. & Atkinson, P. M., 1/11/2024, In: Remote Sensing of Environment. 313, 114381.

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

  48. 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/ISSN › Conference contribution/Paper › peer-review

  49. 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/Magazine › Journal article › peer-review

  50. 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/Magazine › Journal article › peer-review

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