A remote sensing-based strategy for mapping anthropogenic urban surface ecological poorness zones (AUSEPZ): A case study of Lisbon City

Firozjaei, M. K., Mijani, N. & Atkinson, P. M., 31/03/2025, In: Ecological Informatics. 85, 102975.

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

Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia

Kanja, K., Atkinson, P. & Zhang, C., expected on 31/05/2031, In: International Journal of Applied Earth Observation and Geoinformation. 139, 29 p., 104494.

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

Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models

Zhang, J., Ding, L., Zhou, T., Wang, J., Atkinson, P. M. & Bruzzone, L., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5402314.

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

Unsupervised object-based spectral unmixing for subpixel mapping

Zhang, C., Wang, Q. & Atkinson, P. M., 1/03/2025, In: Remote Sensing of Environment. 318, 114514.

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

Data fidelity-oriented spatial-spectral fusion of CRISM and CTX images

Wang, Q., Ma, W., Liu, S., Tong, X. & Atkinson, P. M., 28/02/2025, In: ISPRS Journal of Photogrammetry and Remote Sensing. 220, p. 172-191 20 p.

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

Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good

Ghamisi, P., Yu, W., Marinoni, A., Gevaert, C. M., Persello, C., Selvakumaran, S., Girotto, M., Horton, B. P., Rufin, P., Hostert, P., Pacifici, F. & Atkinson, P. M., 21/02/2025, (E-pub ahead of print) In: IEEE Geoscience and Remote Sensing Magazine. p. 2-26 25 p.

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

MST-Net: A General Deep Learning Model for Thick Cloud Removal from Optical Images

Wang, L., Wang, Q., Tong, X. & Atkinson, P. M., 31/12/2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, p. 1-18 18 p., 5612518.

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

Hard-Constrained Hopfield Neural Network for Subpixel Mapping

Zhang, C., Wang, Q. & Atkinson, P. M., 31/12/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, 5641212.

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

Reconstruction of Historical SMAP Soil Moisture Dataset from 1979 to 2015 Using CCI Time-Series

Yang, H., Wang, Q., Zhao, W. & Atkinson, P. M., 31/12/2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-19 19 p., 4502619.

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

Syndemic Geographic Patterns of Cancer Risk in a Health-Deprived Area of England

Jones, C., Keegan, T., Knox, A., Birtle, A., Mendes, J. A., Heys, K., Atkinson, P. & Sedda, L., 31/12/2024, In: Public health in practice (Oxford, England). 8, 100552.

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

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

Wang, Z., Zhang, C., Ye, S., Lu, R., Shangguan, Y., Zhou, T., Atkinson, P. M. & Shi, Z., 30/11/2024, In: International Journal of Applied Earth Observation and Geoinformation. 134, 104145.

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

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

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

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

Tziokas, N., Zhang, C., Tziokas, A., Wang, Q. & Atkinson, P., 16/07/2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 13678-13693 15 p.

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

A novel surface energy balance-based approach to land surface temperature downscaling

Firozjaei, M. K., Mijani, N., Kiavarz, M., Duan, S.-B., Atkinson, P. M. & Alavipanah, S. K., 1/05/2024, In: Remote Sensing of Environment. 305, 114087.

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

Reconstructing historical urban landscapes from KH-9 HEXAGON mapping camera system imagery: an example of Hangzhou City

Shahtahmassebi, A. R., Huang, D., Lu, J., Li, E., Huang, X., Jiang, L., Shahtahmassebi, G., Moore, N. & Atkinson, P. M., 3/03/2024, In: Remote Sensing Letters. 15, 3, p. 280-290 11 p.

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

Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification

Jamali, A., Roy, S. K., Hong, D., Atkinson, P. M. & Ghamisi, P., 19/01/2024, (E-pub ahead of print) In: IEEE Geoscience and Remote Sensing Letters.

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

Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping

Jamali, A., Roy, S. K., Hong, D., Atkinson, P. M. & Ghamisi, P., 15/01/2024, (E-pub ahead of print) In: IEEE Geoscience and Remote Sensing Letters.

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

Geospatial modelling of post-cyclone Shaheen recovery using nighttime light data and MGWR

Mansour, S., Alahmadi, M., Darby, S., Leyland, J. & Atkinson, P. M., 31/07/2023, In: International Journal of Disaster Risk Reduction. 93, 19 p., 103761.

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

Agricultural expansion raises groundwater and increases flooding in the South American plains

Houspanossian, J., Giménez, R., Whitworth-Hulse, J. I., Nosetto, M. D., Tych, W., Atkinson, P. M., Rufino, M. C. & Jobbágy, E. G., 30/06/2023, In: Science. 380, 6652, p. 1344-1348 5 p.

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

AI Security for Geoscience and Remote Sensing: Challenges and future trends

Xu, Y., Bai, T., Yu, W., Chang, S., Atkinson, P. M. & Ghamisi, P., 30/06/2023, In: IEEE Geoscience and Remote Sensing Magazine. 11, 2, p. 60-85 26 p.

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