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Centre of Excellence in Environmental Data Science

  1. 2022
  2. Published

    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/MagazineJournal articlepeer-review

  3. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R. (Editor), Zhang, L. (Editor), Wei, H.-L. (Editor), Crookes, D. (Editor) & Chazot, P. (Editor), 20/10/2022, London: CRC Press. 370 p.

    Research output: Book/Report/ProceedingsBook

  4. Published

    Rights and representation support justice across aquatic food systems

    Hicks, C. C., Gephart, J. A., Koehn, J. Z., Nakayama, S., Payne, H. J., Allison, E. H., Belhbib, D., Cao, L., Cohen, P. J., Fanzo, J., Fluet-Chouinard, E., Gelcich, S., Golden, C. D., Gorospe, K. D., Isaacs, M., Kuempel, C. D., Lee, K. N., MacNeil, M. A., Maire, E. & Njuki, J. & 6 others, Rao, N., Sumaila, U. R., Selig, E. R., Thilsted, S. H., Wabnitz, C. C. C. & Naylor, R. L., 18/10/2022, In: Nature Food. 3, 10, p. 851-861 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

    Meng, X., Yang, Y., Wang, L., Wang, T., Li, R. & Zhang, C., 17/10/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 10, 5 p., 6517505.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Process-based estimate of global-mean sea-level changes in the Common Era

    Gangadharan, N., Goosse, H., Parkes, D., Goelzer, H., Maussion, F. & Marzeion, B., 17/10/2022, In: Earth System Dynamics. 13, 4, p. 1417-1435 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    A Seasonal Autoregressive Integrated Moving Average with Exogenous Factors (SARIMAX) Forecasting Model-Based Time Series Approach

    Alharbi, F. R. & Csala, D., 16/10/2022, In: Inventions — Open Access Journal. 7, 4, 20 p., 94.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Forthcoming

    Exploiting the Potential of the Edge-Cloud Continuum with Self-distributing Systems

    Rodrigues Filho, R., Bittencourt, L., Porter, B. & Costa, F., 15/10/2022, (Accepted/In press) International Workshop on Cloud and Edge Computing. IEEE, 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  9. Published

    Global insect decline is the result of wilful political failure: A battle plan for entomology

    Donkersley, P., Ashton, L., Lamarre, G. P. A. & Segar, S., 12/10/2022, In: Ecology and Evolution. 12, 10, 13 p., e9417.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Seasonal land-ice-flow variability in the Antarctic Peninsula

    Boxall, K., Christie, F. D. W., Willis, I. C., Wuite, J. & Nagler, T., 6/10/2022, In: The Cryosphere. 16, 10, p. 3907-3932 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published
  12. E-pub ahead of print

    Safeguarding nutrients from coral reefs under climate change

    Mellin, C., Hicks, C. C., Fordham, D. A., Golden, C. D., Kjellevold, M., MacNeil, M. A., Maire, E., Mangubhai, S., Mouillot, D., Nash, K. L., Omukoto, J. O., Robinson, J. P. W., Stuart-Smith, R. D., Zamborain-Mason, J., Edgar, G. J. & Graham, N. A. J., 3/10/2022, (E-pub ahead of print) In: Nature Ecology and Evolution.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Nonparametric estimation of functional dynamic factor model

    Martínez-Hernández, I., Gonzalo, J. & González-Farías, G., 2/10/2022, In: Journal of Nonparametric Statistics. 34, 4, p. 895-916 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Changepoint Detection: An Analysis of the Central England Temperature Series

    Shi, X., Beaulieu, C., Killick, R. & Lund, R., 1/10/2022, In: Journal of Climate. 35, 19, p. 2729-2742 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Forthcoming

    MARbLE: Multi-Agent Reinforcement Learning at the Edge for Digital Agriculture

    Boubin, J., Burley, C., Han, P., Li, B., Porter, B. & Stewart, C., 1/10/2022, (Accepted/In press) Symposium on Edge Computing. IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  16. Published

    SiteFinder: A Geospatial Scoping Tool to Assist the Siting of External Water Harvesting Structures

    Delaney, R., Blackburn, A., Whyatt, D. & Folkard, A., 1/10/2022, In: Agricultural Water Management. 272, 13 p., 107836.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    The future of flood hydrology in the UK

    Lamb, R., Longfield, S., Manson, S., Cloke, H. L., Pilling, C., Reynard, N., Sheppard, O., Asadullah, A., Vaughan, M., Fowler, H. J. & Beven, K. J., 1/10/2022, In: Hydrology Research. 53, 10, p. 1286-1303 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    A critical appraisal on deep neural networks: Bridge the gap between deep learning and neuroscience via XAI

    Bartle, A. S., Jiang, Z., Jiang, R., Bouridane, A. & Almaadeed, S., 30/09/2022, Handbook on Computer Learning and Intelligence: Vol. 2: Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). World Scientific Publishing Co., Vol. 2. p. 619-634 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  19. Published

    Feasibility of detecting apple scab infections using low-cost sensors and interpreting radiation interactions with scab lesions

    Bleasdale, A., Blackburn, A. & Whyatt, D., 30/09/2022, In: International Journal of Remote Sensing. 43, 13, p. 4984-5005 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Forthcoming

    Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach

    Kerim, A., Chamone, F., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 30/09/2022, (Accepted/In press) The British Machine Vision Conference (BMVC). 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  21. Published

    The distribution of covert microbial natural enemies of a globally invasive crop pest, fall armyworm, in Africa: enemy-release and spillover events

    Withers, A. J., Rice, A., de Boer, J., Donkersley, P., Pearson, A. J., Chipabika, G., Karangwa, P., Uzayisenga, B., Mensah, B. A., Mensah, S. A., Nkunika, P. O. Y., Kachigamba, D., Smith, J. A., Jones, C. M. & Wilson, K., 30/09/2022, In: Journal of Animal Ecology. 91, 9, p. 1826-1841 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Water supply processes are responsible for significant nitrogen fluxes across the United States

    Flint, E. M., Ascott, M. J., Gooddy, D. C., Stahl, M. O. & Surridge, B. W. J., 30/09/2022, In: Global Biogeochemical Cycles. 36, 9, 20 p., e2022GB007340.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Forthcoming

    Floating solar panels on reservoirs impact phytoplankton populations: A modelling experiment

    Exley, G., Page, T., Thackeray, S. J., Folkard, A., Couture, R.-M., Hernandez, R. R., Cagle, A., Salk, K., Clous, L., Whittaker, P., Chipps, M. & Armstrong, A., 27/09/2022, (Accepted/In press) In: Journal of Environmental Management.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Anthropic Changes in Land Use and Land Cover and Their Impacts on the Hydrological Variables of the São Francisco River Basin, Brazil

    Sousa Lima, C. E., Midauar Gondim Rocha, S., Maciel da Silva, M. V. & da Silva Silveira, C., 26/09/2022, In: Sustainability. 14, 19, 30 p., 12176.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Correcting ozone biases in a global chemistry-climate model: implications for future ozone

    Liu, Z., Doherty, R. M., Wild, O., O'Connor, F. M. & Turnock, S. T., 26/09/2022, In: Atmospheric Chemistry and Physics. 22, 18, p. 12543-12557 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Variability in Antarctic surface climatology across regional climate models and reanalysis datasets

    Carter, J., Leeson, A., Orr, A., Kittel, C. & van Wessem, J. M., 23/09/2022, In: The Cryosphere. 16, 9, p. 3815–3841 27 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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