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Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

  1. 2021
  2. Published

    Deep learning-based landslide susceptibility mapping

    Azarafza, M., Akgün, H., Atkinson, P. M. & Derakhshani, R., 16/12/2021, In: Scientific Reports. 11, 1, 16 p., 24112.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

    Wang, L., Zhang, C., Li, R., Duan, C., Meng, X. & Atkinson, P., 10/12/2021, In: Remote Sensing. 13, 24, 19 p., 5015.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. E-pub ahead of print

    Fast and Slow Changes Constrained Spatio-temporal Subpixel Mapping

    Zhang, C., Wang, Q., Lu, P., Ge, Y. & Atkinson, P. M., 7/12/2021, (E-pub ahead of print) In: IEEE Transactions on Geoscience and Remote Sensing. 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Spatial analysis of G.f.fuscipes abundance in Uganda using Poisson and Zero-Inflated Poisson regression models

    Mugenyi, A., Muhanguzi, D., Hendrickx, G., Nicolas, G., Waiswa, C., Torr, S., Welburn, S. C. & Atkinson, P. M., 6/12/2021, In: PLoS Neglected Tropical Diseases. 15, 12, 24 p., e0009820.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. 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

  7. 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

  8. Published

    Using Daily Nighttime Lights to Monitor Spatiotemporal Patterns of Human Lifestyle under COVID-19: The Case of Saudi Arabia

    Alahmadi, M., Mansour, S., Dasgupta, N., Abulibdeh, A., Atkinson, P. M. & Martin, D. J., 17/11/2021, In: Remote Sensing. 13, 22, 22 p., 4633.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Resilience of the central indian forest ecosystem to rainfall variability in the context of a changing climate

    Singh, B., Jeganathan, C., Rathore, V. S., Behera, M. D., Singh, C. P., Roy, P. S. & Atkinson, P. M., 8/11/2021, In: Remote Sensing. 13, 21, 23 p., 4474.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Integrating spatio-temporal-spectral information for downscaling Sentinel-3 OLCI images

    Tang, Y., Wang, Q., Tong, X. & Atkinson, P. M., 31/10/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 180, p. 130-150 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, S., Ding, X. & Atkinson, P., 31/10/2021, In: International Journal of Applied Earth Observation and Geoinformation. 102, 11 p., 102437.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Object-Based Area-to-Point Regression Kriging for Pansharpening

    Zhang, Y., Atkinson, P. M., Ling, F., Foody, G. M., Wang, Q., Ge, Y., Li, X. & Du, Y., 31/10/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 10, p. 8599-8614 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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

  14. Published

    Spatial-Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling

    Wang, Q., Wang, L., Li, Z., Tong, X. & Atkinson, P. M., 30/09/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 9, p. 7901-7917 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. E-pub ahead of print

    Real-Time Spatiotemporal Spectral Unmixing of MODIS Images

    Wang, Q., Ding, X., Tong, X. & Atkinson, P. M., 2/09/2021, (E-pub ahead of print) In: IEEE Transactions on Geoscience and Remote Sensing. 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 1/09/2021, In: WIREs Data Mining and Knowledge Discovery. 11, 5, 13 p., e1424.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Fine temporal resolution satellite sensors with global coverage: an opportunity for landscape ecologists

    Pazúr, R., Price, B. & Atkinson, P. M., 31/08/2021, In: Landscape Ecology. 36, p. 2199-2213 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record

    Zhang, Y., Ling, F., Wang, X., Foody, G. M., Boyd, D. S., Li, X., Du, Y. & Atkinson, P. M., 31/08/2021, In: Remote Sensing of Environment. 261, 17 p., 112470.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    The role of earth observation in achieving sustainable agricultural production in arid and semi-arid regions of the world

    Qader, S. H., Dash, J., Alegana, V. A., Khwarahm, N. R., Tatem, A. J. & Atkinson, P. M., 26/08/2021, In: Remote Sensing. 13, 17

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Elucidating the performance of hybrid models for predicting extreme water flow events through variography and wavelet analyses

    Curceac, S., Milne, A., Atkinson, P. M., Wu, L. & Harris, P., 31/07/2021, In: Journal of Hydrology. 598, 17 p., 126442.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Geospatial modelling of tropical cyclone risk along the northeast coast of Oman: Marine hazard mitigation and management policies

    Mansour, S., Darby, S., Leyland, J. & Atkinson, P. M., 31/07/2021, In: Marine Policy. 129, 16 p., 104544.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published
  23. Published

    The association between community-based self-reported COVID-19 symptoms and social deprivation explored using symptom tracker apps: A repeated cross-sectional study in Northern Ireland

    McKinley, J. M., Cutting, D., Anderson, N., Graham, C., Johnston, B., Mueller, U., Atkinson, P., van Woerden, H., Bradley, D. T. & Kee, F., 22/06/2021, In: BMJ Open. 11, 6, 9 p., e048333.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Global land cover trajectories and transitions

    Radwan, T. M., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 17/06/2021, In: Scientific Reports. 11, 16 p., 12814.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Spatio-temporal spectral unmixing of time-series images

    Wang, Q., Ding, X., Tong, X. & Atkinson, P. M., 15/06/2021, In: Remote Sensing of Environment. 259, 22 p., 112407.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Chronic kidney disease of uncertain aetiology and its relation with waterborne environmental toxins: An investigation via compositional balances

    McKinley, J. M., Mueller, U., Atkinson, P. M., Ofterdinger, U., Cox, S. F., Doherty, R., Fogarty, D. & Egozcue, J. J., 2/06/2021, Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn. Filzmoser, P., Hron, K., Martin-Fernandez, J. A. & Palarea-Albaladejo, J. (eds.). Cham: Springer, p. 285-302 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  27. Published

    Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds

    Arnold, N., Angelov, P., Viney, T. & Atkinson, P., 23/04/2021, In: Journal of Computer Applications in Archaeology. 4, 1, p. 79-93 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Blocks-removed spatial unmixing for downscaling MODIS images

    Wang, Q., Peng, K., Tang, Y., Tong, X. & Atkinson, P. M., 1/04/2021, In: Remote Sensing of Environment. 256, 17 p., 112325.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Ensembles of multiple spectral water indices for improving surface water classification

    Wen, Z., Zhang, C., Shao, G., Wu, S. & Atkinson, P., 1/04/2021, In: International Journal of Applied Earth Observation and Geoinformation. 96, 13 p., 102278.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. 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

  31. 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/MagazineJournal articlepeer-review

  32. 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/MagazineJournal articlepeer-review

  33. 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/MagazineJournal articlepeer-review

  34. 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/MagazineJournal articlepeer-review

  35. 2020
  36. 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/MagazineJournal articlepeer-review

  37. 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/MagazineJournal articlepeer-review

  38. 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/MagazineJournal articlepeer-review

  39. 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/MagazineJournal articlepeer-review

  40. 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/MagazineJournal articlepeer-review

  41. 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

  42. 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/MagazineJournal articlepeer-review

  43. Published

    The effect of the point spread function on downscaling continua

    Wang, Q., Tang, Y. & Atkinson, P. M., 1/10/2020, In: ISPRS Journal of Photogrammetry and Remote Sensing. 168, p. 251-267 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    Incorporating spatial association into statistical classifiers: local pattern-based prior tuning

    Bai, H., Cao, F., Atkinson, M. P., Chen, Q., Wang, J. & Ge, Y., 1/09/2020, In: International Journal of Geographical Information Science. 34, 10, p. 2077-2114 38 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    Opportunities for machine learning and artificial intelligence in national mapping agencies: enhancing ordnance survey workflow

    Murray, J., Sargent, I., Holland, D., Gardiner, A., Dionysopoulou, K., Coupland, S., Hare, J., Zhang, C. & Atkinson, P., 24/08/2020, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 185–189 5 p., XLIII-B5-2020.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Dynamic susceptibility mapping of slow-moving landslides using PSInSAR

    Jiaxuan, H., Mowen, X. & Atkinson, P. M., 1/08/2020, In: International Journal of Remote Sensing. 41, 19, p. 7509-7529 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Evaluating the impact of declining tsetse fly (Glossina pallidipes) habitat in the Zambezi valley of Zimbabwe

    Matawa, F., Murwira, A. & Atkinson, P. M., 1/08/2020, In: Geocarto International. 35, 12, p. 1373-1384 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Joint Deep Learning: A novel framework for urban land cover and land use classification

    Zhang, C., Pan, X., Li, H., Zhang, S. & Atkinson, P., 22/07/2020, p. 1-5. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  49. Published

    Sub-pixel mapping with point constraints

    Wang, Q., Zhang, C. & Atkinson, P. M., 1/07/2020, In: Remote Sensing of Environment. 244, 16 p., 111817.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. E-pub ahead of print

    Chronic kidney disease of unknown origin is associated with environmental urbanisation in Belfast, UK

    McKinley, J. M., Mueller, U., Atkinson, P. M., Ofterdinger, U., Cox, S. F., Doherty, R., Fogarty, D., Egozcue, J. J. & Pawlowsky-Glahn, V., 24/06/2020, (E-pub ahead of print) In: Environmental Geochemistry and Health.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. 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

  52. Published

    Investigating the influence of environmental factors on the incidence of renal disease with compositional data analysis using balances

    McKinley, J. M., Mueller, U., Atkinson, P., Ofterdinger, U., Jackson, C., Cox, S. F., Doherty, R., Fogarty, D., Egozcue, J. J. & Pawlowsky-Glahn, V., 1/06/2020, In: Applied Computing and Geosciences. 6, 7 p., 100024.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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