Leverhulme Wildfires Centre

Key past publications from our Team

• Sentimental wildfire: a social-physics machine learning model for wildfire nowcasting

  Journal of Computational Social Science

  Lever, J. and Arcucci, R. (2022)

  Blog post

• Social Data Assimilation of Human Sensor Networks for Wildfires

  PETRA '22: Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments

  Lever, J., Arcucci, R., and Cai, J. (2022)

• Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

  Remote Sensing

  Cheng, S., Jin, Y., Harrison, S.P., Quilodrán-Casas, C., Prentice, I.C., Guo, Y-K., Arcucci, R., 2022.

• Human Fire Use and Management: A Global Database of Anthropogenic Fire Impacts for Modelling

  Fire

  Millington, J.D.A., Perkins, O. and Smith, C. (2022)

  Blog post

• Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

  Remote Sensing

  Cheng, S., Jin, Y., Harrison, S.P., Quilodrán-Casas, C., Prentice, I.C., Guo, Y, and Arcucci, R., (2022)

• Assessing anthropogenic influence on fire history during the Holocene in the Iberian Peninsula

  Quaternary Science Reviews

  Sweeney, L., Harrison, S.P. and Vander Linden, M. (2022)

• Towards Social Machine Learning for Natural Disasters

  International Conference on Computational Science

  Lever, J. and Arcucci, R. (2022)

• Towards a global behavioural model of anthropogenic fire: The spatiotemporal distribution of land-fire systems

  Socio-Environmental Systems Modelling

  Perkins, O., Matej, S., Erb, K., and Millington, J. (2022)

  Blog post

• Reconstructing burnt area during the Holocene: an Iberian case study

  Climate of the Past

  Shen, Y.,  Sweeney, L.,  Liu, M.,  Lopez Saez, J.A.,  Pérez-Díaz, S., Luelmo-Lautenschlaeger, R.,  Gil-Romera, G., Hoefer, D.,  Jiménez-Moreno, G., Schneider, H., Prentice, I.C., and Harrison, S.P. (2022)

• Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

  Journal of Computational Physics

  S. Cheng, I. C. Prentice, Y.Huang, Y. Jin, Y.K. Guo and R. Arcucci

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