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https://doi.org/10.25678/00066D

Dataset: Greifensee Chlorophyll-a forecasting based on deep learning 2019-2021

CTD, Meteo, nutrient chemistry and Aquascope camera data, used to predict Chl-a as part of Gabriel Vallat civil service project.

There is a data set with daily averages and one with hourly measurements. In each dataset a single average value was calculated across the photic zone (0-8m) for each profile, and zooplankton and phytoplankton cluster abundances were estimated using machine learning classifier output of Aquascope camera data (more information about aquascope see https://doi.org/10.1016/j.watres.2021.117524 https://doi.org/10.25678/0004BW)

Dataset extent

Data and Resources

Citation

Merkli, S., Reyes, M., Ebi, C., Merz, E., Bulas, T., Dennis, S. R., & Pomati, F. (2022). Dataset: Greifensee Chlorophyll-a forecasting based on deep learning 2019-2021 (Version 1.0) [Data set]. Eawag: Swiss Federal Institute of Aquatic Science and Technology. https://doi.org/10.25678/00066D
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Metadata

Open Data Open Data
Author(s)
  • Merkli, Stefanie
  • Reyes, Marta
  • Ebi, Christian
  • Merz, Ewa
  • Bulas, Thea
  • Dennis, Stuart R.
  • Pomati, Francesco
Keywords CTD,Meteo,Aquascope,AUA,ammonium,nitrate,nitrite,chlorophyll,dissolved oxygen,conductivity,PAR,pH,phycocyanin,precipitation,atmospheric pressure,relative humidity,solar radiation,air temperature,water temperature,TOC,TN,wind speed,turbidity,mixed layer depth,wind direction,mixed layer irradiance,schmidt stability,phycoerythrin,thermocline depth,oxycline depth,epilimnetic temperature,sunshine duration,cloud cover,oP,TP
Taxa (scientific names)
  • Aphanizomenon sp.
  • Asplanchna sp.
  • Asterionella sp.
  • Bosmina sp.
  • Brachionus sp.
  • Ceratium sp.
  • Chaoborus sp.
  • Conochilus sp.
  • Cyclops sp.
  • Daphnia sp.
  • Diaphanosoma sp.
  • Dinobryon sp.
  • Eudiaptomus sp.
  • Fragilaria sp.
  • Kellikottia sp.
  • Keratella cochlearis
  • Keratella quadrata
  • Leptodora sp.
  • Paradileptus sp.
  • Polyarthra sp.
  • Synchaeta sp.
  • Trichocerca sp.
  • Uroglena sp.
Organisms (generic terms)
  • 8 trait-based phytoplankton groups
  • ciliates
  • diatom chains
  • diatoms
  • nauplius
  • rotifers
Systems
  • lake
Timerange
  • 2019 TO 2021
Geographic Name(s)
  • Greifensee (monitoring platform)
Review Level none
Curator Merkli, Stefanie
Contact Pomati, Francesco <Francesco.Pomati@eawag.ch>
DOI 10.25678/00066D