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Johannes Feldbauer's Projects

air2water icon air2water

A model to predict Lake Surface Temperature (LST) using air temperature

glm3r icon glm3r

R package for basic GLM model running (version 3.0)

glmr icon glmr

R package for basic GLM model running

isimip3_ler icon isimip3_ler

Workflow to run ISIMIP3 simulations using LakeEnsemblR

lakeensemblr icon lakeensemblr

Develop an R package that is user-friendly, facilitates model running, sensitivity analysis, calibration and output processing all within the R environment. Comparison across 3 different lake systems Langtjern, NO (shallow, dimictic, oligotrophic), Feeagh (IE) (deep, monomictic, oligotrophic) and Mendota, US (deep, large, eutrophic) using observed (EWEMBI) daily data (or local data) and comparing to observed lake temperature data. Assess the differences in model performance across many different variables (surface temp, bottom temp, thermocline, stratification/ice statistics, heat fluxes etc.) and also across model characteristics (run time, complexity, etc.).

ler_examples icon ler_examples

Collection of example setups to run the LakeEnsemblR package (https://github.com/aemon-j/LakeEnsemblR)

rdwd icon rdwd

download climate data from DWD (German Weather Service)

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