The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/21944249

Wullems, Bas; Brauer, Claudia; Baart, Fedor; Weerts, Albrecht (2023): Data underlying the publication: Forecasting estuarine salt intrusion in the Rhine-Meuse delta using an LSTM model. Version 3. 4TU.ResearchData. dataset. https://doi.org/10.4121/21944249.v3

Dataset

x choose version: version 2 - 2023-09-25 version 1 - 2023-09-08

• Land and Water Management
• Other Environmental Sciences
• Physical and Chemical Conditions of Water
• Other Earth Sciences
• Earth Sciences
• Environmental Sciences
• Environment

Chloride, Delta, Discharge, estuary, forecasting, Hydrology, LSTM, Machine learning, Salt Intrusion, Water level, water management, wind speed

2011-2020

CC0

RefWorks, BibTeX, Reference Manager, Endnote, DataCite, NLM, DC, CFF

by Bas Wullems, Claudia Brauer, Fedor Baart, Albrecht Weerts

Raw and processed data used to build an LSTM model for salt intrusion at Krimpen aan den IJssel in the Rhine-Meuse delta.

Raw water data names are in all capitals and are formatted as VARIABLE_LOCATION_FIRSTYEAR_LASTYEAR_IDENTIFIER.csv

Variables used are:

chloride concentration (CONCTTE)

discharge (Q)

water level (WATHTE)

Locations used are:

Krimpen aan den IJssel (KRIMPADIJSL)

Lekhaven(LEKHVRTOVER)

Hagestein(HAGSBVN)

Lobith(LOBH)

Tiel(TIELWL)

Dordrecht(DORDT)

Hoek van Holland (HOEKVHLD)

Vlaardingen(VLAARDGN)

All these data can also be downloaded from https://waterinfo.rws.nl/#!/nav/expert/. This can be done efficiently with the ddlpy software: https://github.com/openearth/ddlpy.

The file etmgeg_344.txt contains meteorological data mesured in Rotterdam by KNMI (https://www.knmi.nl/nederland-nu/klimatologie/daggegevens)

Features.csv contains daily minimum, mean and maximum values of the water data from Rijkswaterstaat and the wind data from KNMI.

• 2023-09-08 first online

• 2023-12-05 published, posted

4TU.ResearchData

csv and txt tables

Forecasting estuarine salt intrusion in the Rhine-Meuse delta using an LSTM model

• https://www.knmi.nl/nederland-nu/klimatologie/daggegevens
• https://waterinfo.rws.nl/#!/nav/expert/

• https://waterinfo.rws.nl/#!/nav/expert/

• NWO perspectief P18-32

Wageningen University and Research, Hydrology and Quantitative Water Management Group
Deltares, Department of Operational Water Management & Early Warning, Unit of Inland Water Systems