Items where Author is "Atkinson, Peter"

Journal Article

Kanja, Kennedy and Atkinson, Peter and Zhang, Ce (2025) Evaluating Multi-seasonal SAR and Optical Imagery for Above-Ground Biomass Estimation Using the National Forest Inventory of Zambia. International Journal of Applied Earth Observation and Geoinformation: JAG_104494. ISSN 0303-2434 (In Press)

Jones, Catherine and Keegan, Thomas and Knox, Andy and Birtle, Alison and Mendes, Jessica A. and Heys, Kelly and Atkinson, Peter and Sedda, Luigi (2024) Syndemic Geographic Patterns of Cancer Risk in a Health-Deprived Area of England. Public health in practice (Oxford, England), 8: 100552. ISSN 2666-5352

Tziokas, Nikolaos and Zhang, Ce and Tziokas, Alexandros and Wang, Qunming and Atkinson, Peter (2024) Downscaling satellite night-time light imagery while addressing the blooming effect. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17. pp. 13678-13693. ISSN 1939-1404

Wang, Xia and Atkinson, Peter and Zhang, Yihang and Li, Xiaodong and Zhang, Kerong (2024) Automatic mapping of 500 m daily open water body fraction in the American continent using GOES-16 ABI imagery. Remote Sensing of Environment, 304: 114040. ISSN 0034-4257

Chen, Hui and Li, Huapeng and Liu, Zhao and Zhang, Ce and Zhang, Shuqing and Atkinson, Peter (2023) A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images. Remote Sensing of Environment, 295: 113679. pp. 1-16. ISSN 0034-4257

Tziokas, Nikolaos and Zhang, Ce and Drolias, Garyfallos and Atkinson, Peter (2023) Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model. International Journal of Applied Earth Observation and Geoinformation, 122: 103395. pp. 1-14. ISSN 0303-2434

Wu, Zijing and Zhang, Ce and Gu, Xiaowei and Duporge, Isla and Hughey, Lacey and Stabach, Jared and Skidmore, Andrew and Hopcraft, Grant and Lee, Stephen and Atkinson, Peter and McCauley, Douglas and Lamprey, Richard and Ngene, Shadrack and Wang, Tiejun (2023) Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape. Nature Communications, 14 (1): 3072. pp. 1-15. ISSN 2041-1723

Arnold, Nicholas and Angelov, Plamen and Atkinson, Peter (2023) An Improved eXplainable Point Cloud Classifier (XPCC). IEEE Transactions on Artificial Intelligence, 4 (1). pp. 71-80. ISSN 2691-4581

Wang, Zhige and Hu, Bifeng and Zhang, Ce and Atkinson, Peter and Wang, Zifa and Xu, Kang and Chang, Jinfeng and Fang, Xuekun and Jiang, Yefeng and Shi, Zhou (2022) How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020. Environment International, 169: 107510. pp. 1-13. ISSN 0160-4120

Su, Hang and Zhang, Xinzheng and Luo, Yuqing and Zhang, Ce and Zhou, Xichuan and Atkinson, Peter (2022) Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 193. pp. 137-149. ISSN 0924-2716

Wang, Ziming and Zhang, Ce and Atkinson, Peter (2022) Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping. Frontiers in Environmental Science, 10: 973192. ISSN 2296-665X

Wang, Libo and Li, Rui and Zhang, Ce and Fang, Shenghui and Duan, Chenxi and Meng, Xiaoliang and Atkinson, Peter (2022) UNetFormer : A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 190. pp. 196-214. ISSN 0924-2716

Escamilla Molgora, Juan Manuel and Sedda, Luigi and Diggle, Peter and Atkinson, Peter (2022) A joint distribution framework to improve presence-only species distribution models by exploiting opportunistic surveys. Journal of Biogeography, 49 (6). pp. 1176-1192. ISSN 0305-0270

Gu, Xiaowei and Angelov, Plamen and Zhang, Ce and Atkinson, Peter (2022) A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (5). pp. 2281-2292. ISSN 0162-8828

Gu, Xiaowei and Zhang, Ce and Shen, Qiang and Han, Jungong and Angelov, Plamen and Atkinson, Peter (2022) A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. Information Fusion, 80. pp. 179-204. ISSN 1566-2535

Li, Rui and Duan, Chenxi and Zheng, Shunyi and Zhang, Ce and Atkinson, Peter (2022) MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images. IEEE Geoscience and Remote Sensing Letters, 19 (1): 8007205. ISSN 1545-598X

Li, Rui and Zheng, Shunyi and Zhang, Ce and Duan, Chenxi and Su, Jianlin and Atkinson, Peter (2022) Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 60: 5607713. ISSN 0196-2892

Wang, Libo and Zhang, Ce and Li, Rui and Duan, Chenxi and Meng, Xiaoliang and Atkinson, Peter (2021) Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images. Remote Sensing, 13 (24): 5015. ISSN 2072-4292

Li, Rui and Zheng, Shunyi and Zhang, Ce and Duan, Chenxi and Wang, Libo and Atkinson, Peter (2021) ABCNet : Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 181. pp. 84-98. ISSN 0924-2716

Li, Huapeng and Zhang, Ce and Zhang, Yong and Zhang, Shuqing and Ding, Xiaohui and Atkinson, Peter (2021) A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery. International Journal of Digital Earth, 14 (11). pp. 1528-1546. ISSN 1753-8947

Li, Huapeng and Zhang, Ce and Zhang, Shuqing and Ding, Xiaohui and Atkinson, Peter (2021) Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery. International Journal of Applied Earth Observation and Geoinformation, 102: 102437. ISSN 0303-2434

Angelov, Plamen and Almeida Soares, Eduardo and Jiang, Richard and Arnold, Nicholas and Atkinson, Peter (2021) Explainable artificial intelligence : an analytical review. WIREs Data Mining and Knowledge Discovery, 11 (5): e1424. ISSN 1942-4795

McKinley, Jennifer M. and Cutting, David and Anderson, Neil and Graham, Conor and Johnston, Brian and Mueller, Ute and Atkinson, Peter and van Woerden, Hugo and Bradley, Declan T. and Kee, Frank (2021) 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. BMJ Open, 11 (6): e048333. ISSN 2044-6055

Arnold, Nicholas and Angelov, Plamen and Viney, Tim and Atkinson, Peter (2021) Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds. Journal of Computer Applications in Archaeology, 4 (1). pp. 79-93.

Wen, Zhaofei and Zhang, Ce and Shao, Guofan and Wu, Shengjun and Atkinson, Peter (2021) Ensembles of multiple spectral water indices for improving surface water classification. International Journal of Applied Earth Observation and Geoinformation, 96: 102278. ISSN 0303-2434

Zhang, Xinzheng and Su, Hang and Zhang, Ce and Gu, Xiaowei and Tan, Xiaoheng and Atkinson, Peter (2021) Robust unsupervised small area change detection from SAR imagery using deep learning. ISPRS Journal of Photogrammetry and Remote Sensing, 173. pp. 79-94. ISSN 0924-2716

Li, Fanggang and Li, Erzhu and Zhang, Ce and Samat, Alim and Liu, Wei and Li, Chunmei and Atkinson, Peter (2021) Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. Remote Sensing, 13 (2): 212. pp. 1-22. ISSN 2072-4292

Zhang, Ce and Atkinson, Peter and George, Charles and Wen, Zhaofei and Diazgranados, Mauricio and Gerard, France (2020) Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning. ISPRS Journal of Photogrammetry and Remote Sensing, 169. pp. 280-291. ISSN 0924-2716

Ardabili, Sina F. and Mosavi, Amir and Ghamisi, Pedram and Ferdinand, Filip and Varkonyi-Koczy, Annamaria R. and Reuter, Uwe and Rabczuk, Timon and Atkinson, Peter (2020) COVID-19 Outbreak Prediction with Machine Learning. Algorithms, 13 (10): 249.

Murray, Jon and Sargent, Isabel and Holland, David and Gardiner, Andy and Dionysopoulou, kyriaki and Coupland, Steve and Hare, Jonathon and Zhang, Ce and Atkinson, Peter (2020) Opportunities for machine learning and artificial intelligence in national mapping agencies : enhancing ordnance survey workflow. International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences: XLIII-B5-2. 185–189.

McKinley, Jennifer M. and Mueller, Ute and Atkinson, Peter and Ofterdinger, Ulrich and Jackson, Chloe and Cox, Siobhan F. and Doherty, Rory and Fogarty, Damian and Egozcue, J.J. and Pawlowsky-Glahn, V. (2020) Investigating the influence of environmental factors on the incidence of renal disease with compositional data analysis using balances. Applied Computing and Geosciences, 6: 100024. ISSN 2590-1974

Li, Huapeng and Zhang, Ce and Zhang, Shuqing and Atkinson, Peter (2020) Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm. International Journal of Applied Earth Observation and Geoinformation, 87: 102032. ISSN 0303-2434

Escamilla Molgora, Juan Manuel and Sedda, Luigi and Atkinson, Peter (2020) Biospytial : spatial graph-based computing for ecological big data. GigaScience, 9 (5): giaa039. pp. 1-25. ISSN 2047-217X

Zhang, Ce and Harrison, Paula and Pan, Xin and Li, Huapeng and Sargent, Isabel and Atkinson, Peter (2020) Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification. Remote Sensing of Environment, 237: 111593. ISSN 0034-4257

Zhang, Xinzheng and Liu, Guo and Zhang, Ce and Atkinson, Peter and Tan, Xiaoheng and Jian, Xin and Zhou, Xichuan and Li, Yongming (2020) Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection. Remote Sensing, 12 (3): 548. pp. 1-22. ISSN 2072-4292

Nguyen, Quang Minh and Nguyen, Thi Thu Huong and La, Phu Hien and Lewis, Hugh G. and Atkinson, Peter (2019) Downscaling Gridded DEMs Using the Hopfield Neural Network. IEEE Journal of Selected Topics in Applied Remote Sensing, 12 (11). pp. 4426-4437.

Li, Huapeng and Zhang, Ce and Zhang, Shuqing and Atkinson, Peter (2019) A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery. Remote Sensing, 11 (20): 2370. ISSN 2072-4292

Adnan, Nor Aizam and Atkinson, Peter (2018) Disentangling the effects of long‐term changes in precipitation and land use on hydrological response in a monsoonal catchment. Journal of Flood Risk Management, 11 (S2). S1063-S1077. ISSN 1753-318X

Contribution in Book/Report/Proceedings

Pelcner, Lukasz and do Carmo Alves, Matheus Aparecido and Soriano Marcolino, Leandro and Harrison, Paula and Atkinson, Peter (2024) Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use. In: PRIMA 2024: Principles and Practice of Multi-Agent Systems: : 25th International Conference, Kyoto, Japan, November 18–24, 2024, Proceedings. Lecture Notes in Computer Science . Springer, Cham, pp. 284-289. ISBN 9783031773662

Pelcner, Lukasz and do Carmo Alves, Matheus Aparecido and Soriano Marcolino, Leandro and Harrison, Paula and Atkinson, Peter (2023) Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments : Extended Abstract. In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems :. IFAAMAS, NZL. (In Press)

Contribution to Conference

Zhang, Ce and Pan, Xin and Li, Huapeng and Zhang, Shuqing and Atkinson, Peter (2020) Joint Deep Learning: A novel framework for urban land cover and land use classification. In: GISRUK 2020, 2020-07-21 - 2020-07-23.

Thesis

Jones, Sarah and Atkinson, Peter and Harrison, Paula and Henrys, Pete (2024) Pathways for achieving climate and biodiversity targets through sustainable land-use and food systems in the UK. PhD thesis, Lancaster University.

Arnold, Nicholas and Atkinson, Peter and Angelov, Plamen (2023) Machine Learning, Extraction and Classification of Memorial Objects from 3D Point Cloud Data. PhD thesis, Computing and Communications.

Curceac, Stelian and Atkinson, Peter and Harris, Paul and Milne, Alice and Wu, Lianhai (2022) Investigation of probabilistic, deterministic and hybrid models for improved characterisation of hydrological extremes across varying temporal scales. PhD thesis, Lancaster University.

Escamilla Molgora, Juan Manuel and Atkinson, Peter and Sedda, Luigi and Diggle, Peter (2021) Statistical modelling of species distributions using presence-only data : A semantic and graphical approach using the tree of life. PhD thesis, Lancaster University.

Radwan, Taher M. and Blackburn, George and Whyatt, Duncan and Atkinson, Peter (2021) Land cover change from national to global scales : A spatiotemporal assessment of trajectories, transitions and drivers. PhD thesis, Lancaster Environment Centre.

Varty, Zak and Tawn, Jonathan and Atkinson, Peter and Bierman, Stijn (2021) Statistical Modelling of Induced Earthquakes. PhD thesis, Lancaster University.

Zhang, Ce and Atkinson, Peter (2018) Deep learning for land cover and land use classification. PhD thesis, Lancaster University.