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Jake Zwart's Projects

lake_c_enkf icon lake_c_enkf

Collection of code and data for running Ensemble Kalman Filter to estimate lake DOC and CO2 pools and fluxes

lakecarbonenkf icon lakecarbonenkf

Data and code for constraining lake carbon dynamics using ensemble Kalman filter and simple lake carbon model described in Zwart et al.

lakemetabolism icon lakemetabolism

Code and sample data to estimate lake ecosystem metabolism (pelagic primary production and respiration) from dissolved oxygen and other data. From Solomon et al. 2013 Limnology and Oceanography, DOI:10.4319/lo.2013.58.3.0849.

lakemetabolizer_modifiedmle icon lakemetabolizer_modifiedmle

Collection of functions modified from LakeMetabolizer to run various versions of MLE (e.g. force GPP positive, R negative, multiple days, bootstrap)

lakescale icon lakescale

Regional Lake Hydrology and Biogeochemistry model

longlakemetab icon longlakemetab

Data and code for analysis of metabolic and physiochemical responses in Long Lake Phase I experiment as described in Zwart et al. doi: 10.1002/lno.10248.

mendota_ice icon mendota_ice

Ice duration viz for dataisbeuatiful https://www.reddit.com/r/dataisbeautiful/comments/a2p5f0/battle_dataviz_battle_for_the_month_of_december/?st=JP8OMOKZ&sh=42466127

neon4cast icon neon4cast

A helper R package for the neon4cast challenge

neuralhydrology icon neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

nhld_c_model icon nhld_c_model

Model code for a regional lake carbon model described in Zwart et al. xxxx

pestpp icon pestpp

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

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