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Professor Peter Atkinson

Distinguished Professor, Executive Dean, Faculty Dean

  1. 2021
  2. 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

  3. 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

  4. 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

  5. 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

  6. 2022
  7. 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/MagazineJournal articlepeer-review

  8. 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/MagazineJournal articlepeer-review

  9. 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/MagazineJournal articlepeer-review

  10. 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/MagazineJournal articlepeer-review

  11. 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

  12. 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/MagazineJournal articlepeer-review

  13. 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/MagazineJournal articlepeer-review

  14. 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

  15. 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/MagazineJournal articlepeer-review

  16. 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

  17. 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

  18. 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/MagazineJournal articlepeer-review

  19. 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/MagazineJournal articlepeer-review

  20. 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/MagazineJournal articlepeer-review

  21. 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/MagazineJournal articlepeer-review

  22. 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/MagazineJournal articlepeer-review

  23. 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/MagazineJournal articlepeer-review

  24. 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/MagazineJournal articlepeer-review

  25. 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/MagazineMeeting abstractpeer-review

  26. 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. (ed.) & Sasidharan, S. (ed.), 27/09/2022, In: Tropical Medicine and Infectious Disease. 7, 10, 17 p., 270.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. 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/MagazineJournal articlepeer-review

  28. 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/MagazineJournal articlepeer-review

  29. 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/MagazineJournal articlepeer-review

  30. 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/MagazineJournal articlepeer-review

  31. 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/MagazineJournal articlepeer-review

  32. 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/MagazineReview articlepeer-review

  33. 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/MagazineJournal articlepeer-review

  34. Published

    Spatio-temporal subpixel mapping with cloudy images

    Zhang, C., Wang, Q., Xie, H., Ge, Y. & Atkinson, P. M., 31/12/2022, In: Science of Remote Sensing. 6, 100068.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. 2023
  36. Published

    Unravelling the impact of insecticide-treated bed nets on childhood malaria in Malawi

    Tangena, J-AA., Mategula, D., Sedda, L. & Atkinson, P. M., 13/01/2023, In: Malaria Journal. 22, 1, 12 p., 16.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Filling Then Spatio-Temporal Fusion for all-Sky MODIS Land Surface Temperature Generation

    Tang, Y., Wang, Q. & Atkinson, P. M., 30/01/2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 1350-1364 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Modelling and forecasting the effects of increasing sea surface temperature on coral bleaching in the Indo-Pacific region

    Khalil, I., Muslim, A. M., Hossain, M. S. & Atkinson, P. M., 31/01/2023, In: International Journal of Remote Sensing. 44, 1, p. 194-216 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. 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

  40. Published

    Pathways to achieving nature-positive and carbon–neutral land use and food systems in Wales

    Jones, S. M., Smith, A. C., Leach, N., Henrys, P., Atkinson, P. M. & Harrison, P. A., 9/02/2023, In: Regional Environmental Change. 23, 1, 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Combining UAV and Sentinel-2 satellite multi-spectral images to diagnose crop growth and N status in winter wheat at the county scale

    Jiang, J., Atkinson, P. M., Chen, C., Cao, Q., Tian, Y., Zhu, Y., Liu, X. & Cao, W., 1/04/2023, In: Field Crops Research. 294, 13 p., 108860.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

    Wu, Z., Zhang, C., Gu, X., Duporge, I., Hughey, L., Stabach, J., Skidmore, A., Hopcraft, G., Lee, S., Atkinson, P., McCauley, D., Lamprey, R., Ngene, S. & Wang, T., 27/05/2023, In: Nature Communications. 14, 1, p. 1-15 15 p., 3072.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    De-noised and contrast enhanced KH-9 HEXAGON mapping and panoramic camera images for urban research

    Shahtahmassebi, A. R., Liu, M., Li, L., Wu, J., Zhao, M., Chen, X., Jiang, L., Huang, D., Hu, F., Huang, M., Deng, K., Huang, X., Shahtahmassebi, G., Biswas, A., Moore, N. & Atkinson, P. M., 30/06/2023, In: Science of Remote Sensing. 7, 100082.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

    Tziokas, N., Zhang, C., Drolias, G. & Atkinson, P., 1/08/2023, In: International Journal of Applied Earth Observation and Geoinformation. 122, p. 1-14 14 p., 103395.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. E-pub ahead of print

    The relationship between central Indian terrestrial vegetation and monsoon rainfall distributions in different hydroclimatic extreme years using time-series satellite data

    Singh, B., Jeganathan, C., Rathore, V. S., Atkinson, P. M., Behera, M. D., Singh, C. P., Dash, J. & Roy, P. S., 11/08/2023, (E-pub ahead of print) In: Theoretical and Applied Climatology.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. 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/MagazineJournal articlepeer-review

  47. Published

    Unpaired spatio-temporal fusion of image patches (USTFIP) from cloud covered images

    Goyena, H., Pérez-Goya, U., Montesino-SanMartin, M., Militino, A. F., Wang, Q., Atkinson, P. M. & Ugarte, M. D., 1/09/2023, In: Remote Sensing of Environment. 295, 113709.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Spatial Association from the Perspective of Mutual Information

    Zhang, W-B., Ge, Y., Bai, H., Jin, Y., Stein, A. & Atkinson, P. M., 14/09/2023, In: Annals of the American Association of Geographers. 113, 8, p. 1960-1976 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Monitoring monthly tropical humid forest disturbances with planet NICFI images in Cameroon

    Zhang, Y., Wang, X., Li, X., Du, Y. & Atkinson, P. M., 15/10/2023, In: Agricultural and Forest Meteorology. 341, 109676.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Very fine spatial resolution urban land cover mapping using an explicable sub-pixel mapping network based on learnable spatial correlation

    He, D., Shi, Q., Xue, J., Atkinson, P. M. & Liu, X., 15/12/2023, In: Remote Sensing of Environment. 299, 113884.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. 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/MagazineJournal articlepeer-review

  52. Published

    Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

    Han, Z., Zhang, C., Gao, L., Zeng, Z., Zhang, B. & Atkinson, P. M., 31/12/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 293-310 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  53. 2024
  54. E-pub ahead of print

    The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects

    Fan, X., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 2/01/2024, (E-pub ahead of print) In: Geographical Analysis.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  55. Published

    Generation of 100 m, Hourly Land Surface Temperature Based on Spatio-Temporal Fusion

    Tang, Y., Wang, Q., Tong, X. & Atkinson, P. M., 23/01/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, 1 p., 5001716.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  56. Published

    Fusion of Surface Soil Moisture Data for Spatial Downscaling of Daily Satellite Precipitation Data

    Wang, Q., Ji, P. & Atkinson, P. M., 31/01/2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 1053-1065 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  57. Published

    Automatic mapping of 500 m daily open water body fraction in the American continent using GOES-16 ABI imagery

    Wang, X., Atkinson, P., Zhang, Y., Li, X. & Zhang, K., 1/04/2024, In: Remote Sensing of Environment. 304, 114040.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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