Published articles Archives

Venice lagoon chlorophyll-a evaluation under climate change conditions: A hybrid water quality machine learning and biogeochemical-based framework

Zennaro F., Furlan E., D. Canu, L. Aveytua Alcazar, G. Rosati, C. Solidoro, S. Aslan, Critto A.
2023, Ecological Indicator, Volume 157, 15 December 2023, 111245, doi: 10.1016/j.ecolind.2023.111245

Combining remote sensing analysis with machine learning to evaluate short-term coastal evolution trend in the shoreline of Venice

Fogarin S., Zanetti M.,Dal Barco M. K. , Zennaro F., Furlan E., Torresan S., Pham H. V. , Critto A.
2022, Science of the Total Environment, Volume 859, Part 1, 10 February 2023, 160293, doi: 10.1016/j.scitotenv.2022.160293

Extensive study of recurrent neural network architectures with a multivariate approach for water quality assessment in complex coastal lagoon environments: A case study on the Venice Lagoon

Aslan S., Zennaro F., Furlan E., Critto A.
2022, Environmental Modelling & Software, doi: 10.1016/j.envsoft.2022.105403

Exploring machine learning potential for climate change risk assessment

Zennaro F., Furlan E., Simeoni C. , Torresan S., Aslan S., Critto A., Marcomini A.
2021, Earth-Science Reviews, Volume 220, September 2021, 103752, doi: 10.1016/j.earscirev.2021.103752

Study on adaptation modeling

Botzen W., Bacciu V., Mereu V., Furlan E., McCall R., Torres L., Tesselaar M., Marzi S., Morales Irato D., Watkiss P., Ijff S., Mysiak J., Koks E., Mol J., Bloemendaal N., Robinson P., Hrast Essenfelder A. , Mereu S., Scoccimarro E., Zennaro F., Bosello F., Becker B., Trabucco A., Wens M., Medri S., Wouters L., Rizzo A., Nirandjan S., Ebrey R., Caires S., Lelij A.C. van der, Torresan S., Bigano A., Jeuken A., Aerts J., Mercogliano P., Ruiter M.de, Winter G., Reder A.
2021, EU Publications, CLIMA/A3/ETU/2018-0010/ Final report, doi: 10.2834/280156

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