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Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

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  1. 2022
  2. Published

    How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

    Wang, Z., Hu, B., Zhang, C., Atkinson, P., Wang, Z., Xu, K., Chang, J., Fang, X., Jiang, Y. & Shi, Z., 30/11/2022, In: Environment International. 169, p. 1-13 13 p., 107510.

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

  3. Published

    The Shadow Effect on Surface Biophysical Variables Derived from Remote Sensing: A Review

    Alavipanah, S. K., Karimi Firozjaei, M., Sedighi, A., Fathololoumi, S., Zare Naghadehi, S., Saleh, S., Naghdizadegan, M., Gomeh, Z., Arsanjani, J. J., Makki, M., Qureshi, S., Weng, Q., Haase, D., Pradhan, B., Biswas, A. & M. Atkinson, P., 12/11/2022, In: Land. 11, 11, 2025.

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

  4. Published

    Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

    Su, H., Zhang, X., Luo, Y., Zhang, C., Zhou, X. & Atkinson, P., 1/11/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 193, p. 137-149 13 p.

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

  5. Published

    Temporal sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

    Li, H., Tian, Y., Zhang, C., Zhang, S. & Atkinson, P. M., 30/10/2022, In: Crop Journal. 10, 5, p. 1507-1516 10 p.

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

  6. Published

    Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping

    Wang, Z., Zhang, C. & Atkinson, P., 20/10/2022, In: Frontiers in Environmental Science. 10, 12 p., 973192.

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

  7. 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

  8. Published

    Spatial Associations between COVID-19 Incidence Rates and Work Sectors: Geospatial Modeling of Infection Patterns among Migrants in Oman

    Mansour, S., Abulibdeh, A., Alahmadi, M., Al-Said, A., Al-Said, A., Watmough, G. & Atkinson, P. M., 30/09/2022, In: Annals of the American Association of Geographers. 112, 7, p. 1974-1993 20 p.

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

  9. Published

    Healthcare Management of Human African Trypanosomiasis Cases in the Eastern, Muchinga and Lusaka Provinces of Zambia

    Mwiinde, A. M., Simuunza, M., Namangala, B., Chama-Chiliba, C. M., Machila, N., Anderson, N. E., Atkinson, P. M., Welburn, S. C., Osei, F. B. (Editor) & Sasidharan, S. (Editor), 27/09/2022, In: Tropical Medicine and Infectious Disease. 7, 10, 17 p., 270.

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

  10. Published

    Mapping urban night lights at a fine spatial resolution: downscaling VIIRS using geographically weighted area-to-point regression Kriging

    Tziokas, N., Zhang, C., Drolias, G. C. & Atkinson, P. M., 14/09/2022, In: Abstracts of the ICA. 5, p. 1-3 3 p.

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

  11. Published

    Global GDP Prediction With Night-Lights and Transfer Learning

    Price, N. & Atkinson, P. M., 31/08/2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15, p. 7128-7138 11 p.

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

  12. Published

    Spatial sampling, data models, spatial scale and ontologies: Interpreting spatial statistics and machine learning applied to satellite optical remote sensing

    Atkinson, P. M., Stein, A. & Jeganathan, C., 31/08/2022, In: Spatial Statistics. 50, 21 p., 100646.

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

  13. Published

    UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

    Wang, L., Li, R., Zhang, C., Fang, S., Duan, C., Meng, X. & Atkinson, P., 31/08/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 190, p. 196-214 19 p.

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

  14. Published

    Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning

    Mousavi, M., Manshadi, M. D., Soltani, M., Kashkooli, F. M., Rahmim, A., Mosavi, A., Kvasnica, M., Atkinson, P. M., Kovács, L., Koltay, A., Kiss, N. & Adeli, H., 31/07/2022, In: Computers in biology and medicine. 146, 16 p., 105511.

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

  15. Published

    Reconstruction of a Global 9 km, 8-Day SMAP Surface Soil Moisture Dataset during 2015–2020 by Spatiotemporal Fusion

    Yang, H., Wang, Q., Zhao, W., Tong, X. & Atkinson, P. M., 25/07/2022, In: Journal of Remote Sensing. 2022, p. 1-23 23 p., 9871246.

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

  16. 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

  17. Published

    Near real-time surface water extraction from GOES-16 geostationary satellite ABI images by constructing and sharpening the green-like band

    Wang, X., Gong, J., Zhang, Y. & Atkinson, P. M., 30/06/2022, In: Science of Remote Sensing. 5, 100055.

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

  18. 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

  19. 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

  20. E-pub ahead of print

    Forecasting of Built-Up Land Expansion in a Desert Urban Environment

    Mansour, S., Alahmadi, M., Atkinson, P. M. & Dewan, A., 23/04/2022, (E-pub ahead of print) In: Remote Sensing. 14, 9, 21 p., e2037.

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

  21. 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

  22. Published

    Semantic Segmentation of Terrestrial Laser Scanning Point Clouds Using Locally Enhanced Image-Based Geometric Representations

    Cai, Y., Fan, L., Atkinson, P. M. & Zhang, C., 24/03/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, p. 1-15 15 p., 5702815.

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

  23. Published

    Unmet need for COVID-19 vaccination coverage in Kenya

    Muchiri, S. K., Muthee, R., Kiarie, H., Sitienei, J., Agweyu, A., Atkinson, P. M., Edson Utazi, C., Tatem, A. J. & Alegana, V. A., 18/03/2022, In: Vaccine. 40, 13, p. 2011-2019 9 p.

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

  24. 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

  25. Published

    Geographically Weighted Spatial Unmixing for Spatiotemporal Fusion

    Peng, K., Wang, Q., Tang, Y., Tong, X. & Atkinson, P. M., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 17 p., 5404217.

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

  26. Published

    MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

    Li, R., Duan, C., Zheng, S., Zhang, C. & Atkinson, P., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 1, 5 p., 8007205.

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

  27. Published

    Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Zhang, C., Duan, C., Su, J. & Atkinson, P., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5607713.

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

  28. Published

    SSA-SiamNet: Spectral-Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection

    Wang, L., Wang, L., Wang, Q. & Atkinson, P. M., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 18 p., 5510018.

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

  29. 2021
  30. 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/Magazine › Journal article › peer-review

  31. 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/Magazine › Journal article › peer-review

  32. 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/Magazine › Journal article › peer-review

  33. 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/Magazine › Journal article › peer-review

  34. 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

  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/Magazine › Journal article › peer-review

  36. 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/Magazine › Journal article › peer-review

  37. 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/Magazine › Journal article › peer-review

  38. 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/Magazine › Journal article › peer-review

  39. 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/Magazine › Journal article › peer-review

  40. 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/Magazine › Journal article › peer-review

  41. 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

  42. 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/Magazine › Journal article › peer-review

  43. 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/Magazine › Journal article › peer-review

  44. 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/Magazine › Journal article › peer-review

  45. 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/Magazine › Journal article › peer-review

  46. 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/Magazine › Journal article › peer-review

  47. 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/Magazine › Journal article › peer-review

  48. 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/Magazine › Journal article › peer-review

  49. 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/Magazine › Journal article › peer-review

  50. 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

  51. 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/Magazine › Journal article › peer-review

  52. 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/Magazine › Journal article › peer-review

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