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Deep learning-based landslide susceptibility mapping
Azarafza, Mohammad, Azarafza, Mehdi, Akgün, Haluk, Atkinson, Peter M., Derakhshani, Reza
Published in Scientific reports (16.12.2021)
Published in Scientific reports (16.12.2021)
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Journal Article
COVID-19 Outbreak Prediction with Machine Learning
Ardabili, Sina, Mosavi, Amir, Ghamisi, Pedram, Ferdinand, Filip, Varkonyi-Koczy, Annamaria, Reuter, Uwe, Rabczuk, Timon, Atkinson, Peter
Published in Algorithms (01.10.2020)
Published in Algorithms (01.10.2020)
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Journal Article
Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data
Onojeghuo, Alex O., Blackburn, George A., Wang, Qunming, Atkinson, Peter M., Kindred, Daniel, Miao, Yuxin
Published in International journal of remote sensing (16.02.2018)
Published in International journal of remote sensing (16.02.2018)
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Journal Article
How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020
Wang, Zhige, Hu, Bifeng, Zhang, Ce, Atkinson, Peter M., Wang, Zifa, Xu, Kang, Chang, Jinfeng, Fang, Xuekun, Jiang, Yefeng, Shi, Zhou
Published in Environment international (01.11.2022)
Published in Environment international (01.11.2022)
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Journal Article
Impacts of environmental and socio-economic factors on emergence and epidemic potential of Ebola in Africa
Redding, David W., Atkinson, Peter M., Cunningham, Andrew A., Lo Iacono, Gianni, Moses, Lina M., Wood, James L. N., Jones, Kate E.
Published in Nature communications (15.10.2019)
Published in Nature communications (15.10.2019)
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Journal Article
Forecasting of Built-Up Land Expansion in a Desert Urban Environment
Mansour, Shawky, Alahmadi, Mohammed, Atkinson, Peter M., Dewan, Ashraf
Published in Remote sensing (Basel, Switzerland) (01.05.2022)
Published in Remote sensing (Basel, Switzerland) (01.05.2022)
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Journal Article
Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection
Zhang, Xinzheng, Liu, Guo, Zhang, Ce, Atkinson, Peter M., Tan, Xiaoheng, Jian, Xin, Zhou, Xichuan, Li, Yongming
Published in Remote sensing (Basel, Switzerland) (07.02.2020)
Published in Remote sensing (Basel, Switzerland) (07.02.2020)
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Journal Article
Global land cover trajectories and transitions
Radwan, Taher M., Blackburn, G. Alan, Whyatt, J. Duncan, Atkinson, Peter M.
Published in Scientific reports (17.06.2021)
Published in Scientific reports (17.06.2021)
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Journal Article
Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model
Tziokas, Nikolaos, Zhang, Ce, Drolias, Garyfallos C., Atkinson, Peter M.
Published in International journal of applied earth observation and geoinformation (01.08.2023)
Published in International journal of applied earth observation and geoinformation (01.08.2023)
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Journal Article
Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape
Wu, Zijing, Zhang, Ce, Gu, Xiaowei, Duporge, Isla, Hughey, Lacey F., Stabach, Jared A., Skidmore, Andrew K., Hopcraft, J. Grant C., Lee, Stephen J., Atkinson, Peter M., McCauley, Douglas J., Lamprey, Richard, Ngene, Shadrack, Wang, Tiejun
Published in Nature communications (27.05.2023)
Published in Nature communications (27.05.2023)
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Journal Article