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Code underlying the publication: Forecasting estuarine salt intrusion in the Rhine-Meuse delta using an LSTM model
Code underlying the publication: Forecasting estuarine salt intrusion in the Rhine-Meuse delta using an LSTM model
10
mentions
4
contributors
Description
Machine learning model for predicting salt concentrations in the Rhine-Meuse delta.
The folder 'Data' contains processed data, identical to 'Features.csv' in the raw dataset.
The folder 'Models' contains an ensemble of LSTM models created with the script 'LSTMv1.py'.
The script 'preprocessing.py' was used to convert the raw data to the daily data in 'Features.csv'.
Keywords
License
- CC0-1.0
</>Source code
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Reference papers
Mentions
- 1.Author(s): Jiyong Lee, Bouke Biemond, Daan van Keulen, Ymkje Huismans, René M. van Westen, Huib E. de Swart, Henk A. Dijkstra, Wouter M. KranenburgPublished in Nature Communications by Springer Science and Business Media LLC in 202510.1038/s41467-025-58783-6
- 2.Author(s): Qingqing Tian, Hongyu Yang, Yu Tian, Peiyao WengPublished in Applied Soft Computing by Elsevier BV in 2025, page: 11389710.1016/j.asoc.2025.113897
- 3.Author(s): Tim Henri Josephus Hermans, Renske de Winter, Joep Storms, Frances E. Dunn, Renske Gelderloos, Ferdinand Diermanse, Toon Haer, Dewi Le Bars, Marjolijn Haasnoot, Ymkje Huismans, Loes M. Kreemers, Eveline C. van der Linden, Stuart G. Pearson, Roelof Rietbroek, Aimee B.A. Slangen, Kathelijne M. Wijnberg, Gundula Winter, Roderik S.W. van de WalPublished in Cambridge Prisms: Coastal Futures by Cambridge University Press (CUP) in 202510.1017/cft.2025.10003
- 4.Author(s): Bouke Biemond, Wouter M. Kranenburg, Ymkje Huismans, Huib E. de Swart, Henk A. DijkstraPublished in Ocean Science by Copernicus GmbH in 2025, page: 261-28110.5194/os-21-261-2025
- 5.Author(s): Phong Nguyen Duc, Thang Tang Duc, Giap Pham Van, Hoat Nguyen Van, Tuan Tran MinhPublished in Discover Artificial Intelligence by Springer Science and Business Media LLC in 202510.1007/s44163-025-00336-3
- 6.Author(s): Yu Chen, Wen-Yao Zhang, Mian Wang, Jian-Hua Zhang, Mo-Xian Chen, Fu-Yuan Zhu, Tao SongPublished in Plant Physiology and Biochemistry by Elsevier BV in 2025, page: 11048410.1016/j.plaphy.2025.110484
- 7.Author(s): Jianqiang He, Yonglin Jia, Yi Li, Asim Biswas, Hao Feng, Qiang Yu, Shufang Wu, Guang Yang, Kadambot.H.M. SiddiquePublished in Agricultural Water Management by Elsevier BV in 2025, page: 10921510.1016/j.agwat.2024.109215
- 8.Author(s): Fang Yang, Huazhi Zou, Qi Tang, Lei Zhu, Wenping Gong, Zhongyuan LinPublished in Journal of Hydrology by Elsevier BV in 2025, page: 13421310.1016/j.jhydrol.2025.134213
- 9.Author(s): Qingqing Tian, Hang Gao, Yu Tian, Qiongyao Wang, Lei Guo, Qihui ChaiPublished in Frontiers in Marine Science by Frontiers Media SA in 202410.3389/fmars.2024.1407690
Contributors
AW
Albrecht Weerts
BW
Bas Wullems
CB
Claudia Brauer
FB
Fedor Baart