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

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

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

Tso, B. and Mather, P., Classification Methods for Remotely Sensed Data

Atkinson, P. M., 2003, In: International Journal of Geographical Information Science. 17, 5, p. 490-491 2 p.

Research output: Contribution to Journal/Magazine › Book/Film/Article review

Image processing, the fundamentals

Atkinson, P. M., 04/2001, In: The Photogrammetric Record. 17, 97, p. 177 1 p.

Research output: Contribution to Journal/Magazine › Book/Film/Article review

Ensembles of multiple models for soil moisture retrieval from remote sensing data over agricultural areas: A deep learning-based framework

Sedighi, A., Hamzeh, S., Alavipanah, S. K., Naseri, A. A. & Atkinson, P. M., 31/08/2024, In: Remote Sensing Applications: Society and Environment. 35, 101243.

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

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

Identifying fine-scale archaeological features using KH-9 HEXAGON mapping and panoramic camera images: evidence from Liangzhu Ancient City

Shahtahmassebi, A. R., Shahtahmassebi, G., Moore, N. & Atkinson, P. M., 17/08/2024, In: International Journal of Remote Sensing. 45, 16, p. 5544-5576 33 p.

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

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

Fan, X., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 31/07/2024, In: Geographical Analysis. 56, 3, p. 451-470 20 p.

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

TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images

Wang, Q., Li, J., Tong, X. & Atkinson, P. M., 31/07/2024, In: ISPRS Journal of Photogrammetry and Remote Sensing. 213, p. 107-123 17 p.

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

IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion

Sui, C., Yang, G., Hong, D., Wang, H., Yao, J., Atkinson, P. M. & Ghamisi, P., 31/12/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62

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

Downscaling satellite night-time light imagery while addressing the blooming effect

Tziokas, N., Zhang, C., Atkinson, P., Wang, Q. & Tziokas, A., 14/07/2024, (Accepted/In press) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Downscaling of nighttime light imagery with a spatially local estimation model using human activity-physical features

Guo, B., Hu, D., Liu, Y., Zheng, Q., Lin, A. & Atkinson, P. M., 30/06/2024, In: International Journal of Applied Earth Observation and Geoinformation. 130, 103924.

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

Monitoring Annual Forest Cover Fraction Change During 2000-2020 in China's Han River Basin Using Time-Series MODIS NDVI, VCF and Spatio-Temporal Regression

Zhong, X., Du, Y., Wang, X., Li, X., Zhao, W., Zhang, Y. & Atkinson, P. M., 30/06/2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 12092-12111 22 p.

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

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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

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

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

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/Magazine › Journal article › peer-review

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

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

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

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

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

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

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

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

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

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

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