{"publication_status":"published","quality_controlled":"1","intvolume":"       143","year":"2021","_id":"12230","date_updated":"2024-12-09T11:27:54Z","date_created":"2024-12-08T20:18:32Z","title":"LakeEnsemblR: An R package that facilitates ensemble modelling of lakes","language":[{"iso":"eng"}],"citation":{"chicago-de":"Moore, Tadhg N., Jorrit P. Mesman, Robert Ladwig, Johannes Feldbauer, Freya Olsson, Rachel M. Pilla, Tom Shatwell, u. a. 2021. LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. <i>Environmental modelling &#38; software with environment data news</i> 143. doi:<a href=\"https://doi.org/10.1016/j.envsoft.2021.105101\">10.1016/j.envsoft.2021.105101</a>, .","van":"Moore TN, Mesman JP, Ladwig R, Feldbauer J, Olsson F, Pilla RM, et al. LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. Environmental modelling &#38; software with environment data news. 2021;143.","din1505-2-1":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Moore, Tadhg N.</span> ; <span style=\"font-variant:small-caps;\">Mesman, Jorrit P.</span> ; <span style=\"font-variant:small-caps;\">Ladwig, Robert</span> ; <span style=\"font-variant:small-caps;\">Feldbauer, Johannes</span> ; <span style=\"font-variant:small-caps;\">Olsson, Freya</span> ; <span style=\"font-variant:small-caps;\">Pilla, Rachel M.</span> ; <span style=\"font-variant:small-caps;\">Shatwell, Tom</span> ; <span style=\"font-variant:small-caps;\">Venkiteswaran, Jason J.</span> ; u. a.</span>: LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. In: <i>Environmental modelling &#38; software with environment data news</i> Bd. 143, Elsevier BV (2021)","ama":"Moore TN, Mesman JP, Ladwig R, et al. LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. <i>Environmental modelling &#38; software with environment data news</i>. 2021;143. doi:<a href=\"https://doi.org/10.1016/j.envsoft.2021.105101\">10.1016/j.envsoft.2021.105101</a>","ieee":"T. N. Moore <i>et al.</i>, “LakeEnsemblR: An R package that facilitates ensemble modelling of lakes,” <i>Environmental modelling &#38; software with environment data news</i>, vol. 143, Art. no. 105101, 2021, doi: <a href=\"https://doi.org/10.1016/j.envsoft.2021.105101\">10.1016/j.envsoft.2021.105101</a>.","mla":"Moore, Tadhg N., et al. “LakeEnsemblR: An R Package That Facilitates Ensemble Modelling of Lakes.” <i>Environmental Modelling &#38; Software with Environment Data News</i>, vol. 143, 105101, 2021, <a href=\"https://doi.org/10.1016/j.envsoft.2021.105101\">https://doi.org/10.1016/j.envsoft.2021.105101</a>.","chicago":"Moore, Tadhg N., Jorrit P. Mesman, Robert Ladwig, Johannes Feldbauer, Freya Olsson, Rachel M. Pilla, Tom Shatwell, et al. “LakeEnsemblR: An R Package That Facilitates Ensemble Modelling of Lakes.” <i>Environmental Modelling &#38; Software with Environment Data News</i> 143 (2021). <a href=\"https://doi.org/10.1016/j.envsoft.2021.105101\">https://doi.org/10.1016/j.envsoft.2021.105101</a>.","short":"T.N. Moore, J.P. Mesman, R. Ladwig, J. Feldbauer, F. Olsson, R.M. Pilla, T. Shatwell, J.J. Venkiteswaran, A.D. Delany, H. Dugan, K.C. Rose, J.S. Read, Environmental Modelling &#38; Software with Environment Data News 143 (2021).","bjps":"<b>Moore TN <i>et al.</i></b> (2021) LakeEnsemblR: An R Package That Facilitates Ensemble Modelling of Lakes. <i>Environmental modelling &#38; software with environment data news</i> <b>143</b>.","ufg":"<b>Moore, Tadhg N. u. a.</b>: LakeEnsemblR: An R package that facilitates ensemble modelling of lakes, in: <i>Environmental modelling &#38; software with environment data news</i> 143 (2021).","apa":"Moore, T. N., Mesman, J. P., Ladwig, R., Feldbauer, J., Olsson, F., Pilla, R. M., Shatwell, T., Venkiteswaran, J. J., Delany, A. D., Dugan, H., Rose, K. C., &#38; Read, J. S. (2021). LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. <i>Environmental Modelling &#38; Software with Environment Data News</i>, <i>143</i>, Article 105101. <a href=\"https://doi.org/10.1016/j.envsoft.2021.105101\">https://doi.org/10.1016/j.envsoft.2021.105101</a>","havard":"T.N. Moore, J.P. Mesman, R. Ladwig, J. Feldbauer, F. Olsson, R.M. Pilla, T. Shatwell, J.J. Venkiteswaran, A.D. Delany, H. Dugan, K.C. Rose, J.S. Read, LakeEnsemblR: An R package that facilitates ensemble modelling of lakes, Environmental Modelling &#38; Software with Environment Data News. 143 (2021)."},"type":"scientific_journal_article","keyword":["Ensemble modeling","Vertical one-dimensional lake model","R package","Calibration","Thermal structure","Hydrodynamics"],"main_file_link":[{"url":"https://doi.org/10.1016/j.envsoft.2021.105101"}],"status":"public","publication_identifier":{"issn":["1364-8152"],"eissn":["1873-6726"]},"publication":"Environmental modelling & software with environment data news","abstract":[{"lang":"eng","text":"Model ensembles have several benefits compared to single-model applications but are not frequently used within the lake modelling community. Setting up and running multiple lake models can be challenging and time consuming, despite the many similarities between the existing models (forcing data, hypsograph, etc.). Here we present an R package, LakeEnsemblR, that facilitates running ensembles of five different vertical one-dimensional hydrodynamic lake models (FLake, GLM, GOTM, Simstrat, MyLake). The package requires input in a standardised format and a single configuration file. LakeEnsemblR formats these files to the input required by each model, and provides functions to run and calibrate the models. The outputs of the different models are compiled into a single file, and several post-processing operations are supported. LakeEnsemblR's workflow standardisation can simplify model benchmarking and uncertainty quantification, and improve collaborations between scientists. We showcase the successful application of LakeEnsemblR for two different lakes."}],"article_number":"105101","volume":143,"extern":"1","user_id":"83781","department":[{"_id":"DEP8022"}],"publisher":"Elsevier BV","doi":"10.1016/j.envsoft.2021.105101","author":[{"full_name":"Moore, Tadhg N.","first_name":"Tadhg N.","last_name":"Moore"},{"first_name":"Jorrit P.","last_name":"Mesman","full_name":"Mesman, Jorrit P."},{"first_name":"Robert","last_name":"Ladwig","full_name":"Ladwig, Robert"},{"last_name":"Feldbauer","first_name":"Johannes","full_name":"Feldbauer, Johannes"},{"full_name":"Olsson, Freya","last_name":"Olsson","first_name":"Freya"},{"last_name":"Pilla","first_name":"Rachel M.","full_name":"Pilla, Rachel M."},{"last_name":"Shatwell","first_name":"Tom","id":"86424","full_name":"Shatwell, Tom","orcid":"0000-0002-4520-7916"},{"full_name":"Venkiteswaran, Jason J.","last_name":"Venkiteswaran","first_name":"Jason J."},{"last_name":"Delany","first_name":"Austin D.","full_name":"Delany, Austin D."},{"full_name":"Dugan, Hilary","last_name":"Dugan","first_name":"Hilary"},{"full_name":"Rose, Kevin C.","first_name":"Kevin C.","last_name":"Rose"},{"last_name":"Read","first_name":"Jordan S.","full_name":"Read, Jordan S."}]}