[{"doi":"10.1007/s10584-024-03830-2","date_updated":"2025-06-25T13:08:30Z","quality_controlled":"1","external_id":{"isi":["001365861900001"]},"issue":"12","publisher":"Springer","type":"scientific_journal_article","abstract":[{"text":"Lakes represent a vital source of freshwater, accounting for 87% of the Earth’s accessible surface freshwater resources and providing a range of ecosystem services, including water for human consumption. As climate change continues to unfold, understanding the potential evaporative water losses from lakes becomes crucial for effective water management strategies. Here we investigate the impacts of climate change on the evaporation rates of 23 European lakes and reservoirs of varying size during the warm season (July–September). To assess the evaporation trends, we employ a 12-member ensemble of model projections, utilizing three one-dimensional process-based lake models. These lake models were driven by bias-corrected climate simulations from four General Circulation Models (GCMs), considering both a historical (1970–2005) and future (2006–2099) period. Our findings reveal a consistent projection of increased warm-season evaporation across all lakes this century, though the magnitude varies depending on specific factors. By the end of this century (2070–2099), we estimate a 21%, 30% and 42% average increase in evaporation rates in the studied European lakes under RCP (Representative Concentration Pathway) 2.6, 6.0 and 8.5, respectively. Moreover, future projections of the relationship between precipitation (P) and evaporation (E) in the studied lakes, suggest that P-E will decrease this century, likely leading to a deficit in the availability of surface water. The projected increases in evaporation rates underscore the significance of adapting strategic management approaches for European lakes to cope with the far-reaching consequences of climate change.","lang":"eng"}],"keyword":["Multi-model","Water availability","Europe","Ensemble","Lake evaporation","Latent heat flux"],"status":"public","year":"2024","user_id":"83781","department":[{"_id":"DEP8022"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/s10584-024-03830-2"}],"title":"Increasing warm-season evaporation rates across European lakes under climate change","citation":{"ufg":"<b>La Fuente, Sofia u. a.</b>: Increasing warm-season evaporation rates across European lakes under climate change, in: <i>Climatic Change</i> 177 (2024), H. 12.","chicago-de":"La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå und R. Iestyn Woolway. 2024. Increasing warm-season evaporation rates across European lakes under climate change. <i>Climatic Change</i> 177, Nr. 12. doi:<a href=\"https://doi.org/10.1007/s10584-024-03830-2\">10.1007/s10584-024-03830-2</a>, .","short":"S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell, R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Climatic Change 177 (2024).","mla":"La Fuente, Sofia, et al. “Increasing Warm-Season Evaporation Rates across European Lakes under Climate Change.” <i>Climatic Change</i>, vol. 177, no. 12, 173, 2024, <a href=\"https://doi.org/10.1007/s10584-024-03830-2\">https://doi.org/10.1007/s10584-024-03830-2</a>.","apa":"La Fuente, S., Jennings, E., Lenters, J. D., Verburg, P., Kirillin, G., Shatwell, T., Couture, R.-M., Côté, M., Vinnå, C. L. R., &#38; Woolway, R. I. (2024). Increasing warm-season evaporation rates across European lakes under climate change. <i>Climatic Change</i>, <i>177</i>(12), Article 173. <a href=\"https://doi.org/10.1007/s10584-024-03830-2\">https://doi.org/10.1007/s10584-024-03830-2</a>","havard":"S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell, R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Increasing warm-season evaporation rates across European lakes under climate change, Climatic Change. 177 (2024).","chicago":"La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå, and R. Iestyn Woolway. “Increasing Warm-Season Evaporation Rates across European Lakes under Climate Change.” <i>Climatic Change</i> 177, no. 12 (2024). <a href=\"https://doi.org/10.1007/s10584-024-03830-2\">https://doi.org/10.1007/s10584-024-03830-2</a>.","bjps":"<b>La Fuente S <i>et al.</i></b> (2024) Increasing Warm-Season Evaporation Rates across European Lakes under Climate Change. <i>Climatic Change</i> <b>177</b>.","din1505-2-1":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">La Fuente, Sofia</span> ; <span style=\"font-variant:small-caps;\">Jennings, Eleanor</span> ; <span style=\"font-variant:small-caps;\">Lenters, John D.</span> ; <span style=\"font-variant:small-caps;\">Verburg, Piet</span> ; <span style=\"font-variant:small-caps;\">Kirillin, Georgiy</span> ; <span style=\"font-variant:small-caps;\">Shatwell, Tom</span> ; <span style=\"font-variant:small-caps;\">Couture, Raoul-Marie</span> ; <span style=\"font-variant:small-caps;\">Côté, Marianne</span> ; u. a.</span>: Increasing warm-season evaporation rates across European lakes under climate change. In: <i>Climatic Change</i> Bd. 177. Dordrecht [u.a.] , Springer (2024), Nr. 12","van":"La Fuente S, Jennings E, Lenters JD, Verburg P, Kirillin G, Shatwell T, et al. Increasing warm-season evaporation rates across European lakes under climate change. Climatic Change. 2024;177(12).","ama":"La Fuente S, Jennings E, Lenters JD, et al. Increasing warm-season evaporation rates across European lakes under climate change. <i>Climatic Change</i>. 2024;177(12). doi:<a href=\"https://doi.org/10.1007/s10584-024-03830-2\">10.1007/s10584-024-03830-2</a>","ieee":"S. La Fuente <i>et al.</i>, “Increasing warm-season evaporation rates across European lakes under climate change,” <i>Climatic Change</i>, vol. 177, no. 12, Art. no. 173, 2024, doi: <a href=\"https://doi.org/10.1007/s10584-024-03830-2\">10.1007/s10584-024-03830-2</a>."},"place":"Dordrecht [u.a.] ","publication_status":"published","volume":177,"date_created":"2024-12-08T18:51:13Z","language":[{"iso":"eng"}],"intvolume":"       177","author":[{"full_name":"La Fuente, Sofia","last_name":"La Fuente","first_name":"Sofia"},{"first_name":"Eleanor","full_name":"Jennings, Eleanor","last_name":"Jennings"},{"first_name":"John D.","full_name":"Lenters, John D.","last_name":"Lenters"},{"last_name":"Verburg","full_name":"Verburg, Piet","first_name":"Piet"},{"first_name":"Georgiy","full_name":"Kirillin, Georgiy","last_name":"Kirillin"},{"first_name":"Tom","last_name":"Shatwell","id":"86424","full_name":"Shatwell, Tom","orcid":"0000-0002-4520-7916"},{"full_name":"Couture, Raoul-Marie","last_name":"Couture","first_name":"Raoul-Marie"},{"last_name":"Côté","full_name":"Côté, Marianne","first_name":"Marianne"},{"full_name":"Vinnå, C. Love Råman","last_name":"Vinnå","first_name":"C. Love Råman"},{"first_name":"R. Iestyn","full_name":"Woolway, R. Iestyn","last_name":"Woolway"}],"isi":"1","publication_identifier":{"issn":["0165-0009"],"eissn":["1573-1480"]},"article_number":"173","_id":"12207","oa":"1","publication":"Climatic Change"},{"title":"Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan","isi":"1","intvolume":"        60","author":[{"first_name":"Muhammed","full_name":"Shikhani, Muhammed","last_name":"Shikhani"},{"first_name":"Johannes","last_name":"Feldbauer","full_name":"Feldbauer, Johannes"},{"first_name":"Robert","last_name":"Ladwig","full_name":"Ladwig, Robert"},{"first_name":"Daniel","full_name":"Mercado‐Bettín, Daniel","last_name":"Mercado‐Bettín"},{"first_name":"Tadhg N.","last_name":"Moore","full_name":"Moore, Tadhg N."},{"last_name":"Gevorgyan","full_name":"Gevorgyan, Artur","first_name":"Artur"},{"last_name":"Misakyan","full_name":"Misakyan, Amalya","first_name":"Amalya"},{"first_name":"Chenxi","last_name":"Mi","full_name":"Mi, Chenxi"},{"last_name":"Schultze","full_name":"Schultze, Martin","first_name":"Martin"},{"last_name":"Boehrer","full_name":"Boehrer, Bertram","first_name":"Bertram"},{"orcid":"0000-0002-4520-7916","first_name":"Tom","full_name":"Shatwell, Tom","id":"86424","last_name":"Shatwell"},{"last_name":"Barfus","full_name":"Barfus, Klemens","first_name":"Klemens"},{"last_name":"Rinke","full_name":"Rinke, Karsten","first_name":"Karsten"}],"publication_identifier":{"issn":["0043-1397"],"eissn":["1944-7973"]},"place":"New York, NY","citation":{"bjps":"<b>Shikhani M <i>et al.</i></b> (2024) Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. <i>Water resources research : an AGU journal</i> <b>60</b>.","din1505-2-1":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Shikhani, Muhammed</span> ; <span style=\"font-variant:small-caps;\">Feldbauer, Johannes</span> ; <span style=\"font-variant:small-caps;\">Ladwig, Robert</span> ; <span style=\"font-variant:small-caps;\">Mercado‐Bettín, Daniel</span> ; <span style=\"font-variant:small-caps;\">Moore, Tadhg N.</span> ; <span style=\"font-variant:small-caps;\">Gevorgyan, Artur</span> ; <span style=\"font-variant:small-caps;\">Misakyan, Amalya</span> ; <span style=\"font-variant:small-caps;\">Mi, Chenxi</span> ; u. a.</span>: Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. In: <i>Water resources research : an AGU journal</i> Bd. 60. New York, NY, American Geophysical Union (AGU) (2024), Nr. 11","chicago":"Shikhani, Muhammed, Johannes Feldbauer, Robert Ladwig, Daniel Mercado‐Bettín, Tadhg N. Moore, Artur Gevorgyan, Amalya Misakyan, et al. “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan.” <i>Water Resources Research : An AGU Journal</i> 60, no. 11 (2024). <a href=\"https://doi.org/10.1029/2023wr036511\">https://doi.org/10.1029/2023wr036511</a>.","ieee":"M. Shikhani <i>et al.</i>, “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan,” <i>Water resources research : an AGU journal</i>, vol. 60, no. 11, 2024, doi: <a href=\"https://doi.org/10.1029/2023wr036511\">10.1029/2023wr036511</a>.","van":"Shikhani M, Feldbauer J, Ladwig R, Mercado‐Bettín D, Moore TN, Gevorgyan A, et al. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water resources research : an AGU journal. 2024;60(11).","ama":"Shikhani M, Feldbauer J, Ladwig R, et al. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. <i>Water resources research : an AGU journal</i>. 2024;60(11). doi:<a href=\"https://doi.org/10.1029/2023wr036511\">10.1029/2023wr036511</a>","short":"M. Shikhani, J. Feldbauer, R. Ladwig, D. Mercado‐Bettín, T.N. Moore, A. Gevorgyan, A. Misakyan, C. Mi, M. Schultze, B. Boehrer, T. Shatwell, K. Barfus, K. Rinke, Water Resources Research : An AGU Journal 60 (2024).","mla":"Shikhani, Muhammed, et al. “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan.” <i>Water Resources Research : An AGU Journal</i>, vol. 60, no. 11, 2024, <a href=\"https://doi.org/10.1029/2023wr036511\">https://doi.org/10.1029/2023wr036511</a>.","apa":"Shikhani, M., Feldbauer, J., Ladwig, R., Mercado‐Bettín, D., Moore, T. N., Gevorgyan, A., Misakyan, A., Mi, C., Schultze, M., Boehrer, B., Shatwell, T., Barfus, K., &#38; Rinke, K. (2024). Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. <i>Water Resources Research : An AGU Journal</i>, <i>60</i>(11). <a href=\"https://doi.org/10.1029/2023wr036511\">https://doi.org/10.1029/2023wr036511</a>","ufg":"<b>Shikhani, Muhammed u. a.</b>: Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan, in: <i>Water resources research : an AGU journal</i> 60 (2024), H. 11.","chicago-de":"Shikhani, Muhammed, Johannes Feldbauer, Robert Ladwig, Daniel Mercado‐Bettín, Tadhg N. Moore, Artur Gevorgyan, Amalya Misakyan, u. a. 2024. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. <i>Water resources research : an AGU journal</i> 60, Nr. 11. doi:<a href=\"https://doi.org/10.1029/2023wr036511\">10.1029/2023wr036511</a>, .","havard":"M. Shikhani, J. Feldbauer, R. Ladwig, D. Mercado‐Bettín, T.N. Moore, A. Gevorgyan, A. Misakyan, C. Mi, M. Schultze, B. Boehrer, T. Shatwell, K. Barfus, K. Rinke, Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan, Water Resources Research : An AGU Journal. 60 (2024)."},"date_created":"2025-04-24T06:41:06Z","language":[{"iso":"eng"}],"publication_status":"published","pmid":"1","volume":60,"_id":"12855","publication":"Water resources research : an AGU journal","issue":"11","date_updated":"2025-06-25T13:09:00Z","doi":"10.1029/2023wr036511","external_id":{"isi":["001370328800001"],"pmid":["39582854"]},"quality_controlled":"1","type":"scientific_journal_article","publisher":"American Geophysical Union (AGU)","keyword":["multi model ensemble (MME)","CORDEX","LakeEnsemblR","lake modeling","climate change impacts","variance decomposition"],"abstract":[{"lang":"eng","text":"Global warming is shifting the thermal dynamics of lakes, with resulting climatic variability heavily affecting their mixing dynamics. We present a dual ensemble workflow coupling climate models with lake models. We used a large set of simulations across multiple domains, multi‐scenario, and multi GCM‐ RCM combinations from CORDEX data. We forced a set of multiple hydrodynamic lake models by these multiple climate simulations to explore climate change impacts on lakes. We also quantified the contributions from the different models to the overall uncertainty. We employed this workflow to investigate the effects of climate change on Lake Sevan (Armenia). We predicted for the end of the 21st century, under RCP 8.5, a sharp increase in surface temperature  and substantial bottom warming , longer stratification periods (+55 days) and disappearance of ice cover leading to a shift in mixing regime. Increased insufficient cooling during warmer winters points to the vulnerability of Lake Sevan to climate change. Our workflow leverages the strengths of multiple models at several levels of the model chain to provide a more robust projection and at the same time a better uncertainty estimate that accounts for the contributions of the different model levels to overall uncertainty. Although for specific variables, for example, summer bottom temperature, single lake models may perform better, the full ensemble provides a robust estimate of thermal dynamics that has a high transferability so that our workflow can be a blueprint for climate impact studies in other systems."}],"year":"2024","user_id":"83781","department":[{"_id":"DEP8000"},{"_id":"DEP8022"}],"status":"public"},{"quality_controlled":"1","date_updated":"2024-12-11T13:18:16Z","doi":"10.1016/j.jhydrol.2022.128729","publisher":"Elsevier BV","type":"scientific_journal_article","abstract":[{"text":"Lake evaporation plays an important role in the water budget of lakes. Predicting lake evaporation responses to climate change is thus of paramount importance for the planning of mitigation and adaption strategies. However, most studies that have simulated climate change impacts on lake evaporation have typically utilised a single mechanistic model. Whilst such studies have merit, projected changes in lake evaporation from any single lake model can be considered uncertain. To better understand evaporation responses to climate change, a multi-model approach (i.e., where a range of projections are considered), is desirable. In this study, we present such multi-model analysis, where five lake models forced by four different climate model projections are used to simulate historic and future change (1901–2099) in lake evaporation. Our investigation, which focuses on sub-tropical Lake Kinneret (Israel), suggested considerable differences in simulated evaporation rates among the models, with the annual average evaporation rates varying between 1232 mm year−1 and 2608 mm year−1 during the historic period (1901–2005). We explored these differences by comparing the models with reference evaporation rates estimated using in-situ data (2000–2005) and a bulk aerodynamic algorithm. We found that the model ensemble generally captured the intra-annual variability in reference evaporation rates, and compared well at seasonal timescales (RMSEc = 0.19, R = 0.92). Using the model ensemble, we then projected future change in evaporation rates under three different Representative Concentration Pathway (RCP) scenarios: RCP 2.6, 6.0 and 8.5. Our projections indicated that, by the end of the 21st century (2070–2099), annual average evaporation rates would increase in Lake Kinneret by 9–22 % under RCPs 2.6–8.5. When compared with projected regional declines in precipitation, our projections suggested that the water balance of Lake Kinneret could experience a deficit of 14–40 % this century. We anticipate this substantial projected deficit combined with a considerable growth in population expected for this region could have considerable negative impacts on water availability and would consequently increase regional water stress.","lang":"eng"}],"keyword":["Ensemble modelling","Lake evaporation","Climate change","Lake Kinneret"],"extern":"1","status":"public","department":[{"_id":"DEP8022"}],"user_id":"83781","year":"2022","title":"Multi-model projections of future evaporation in a sub-tropical lake","date_created":"2024-12-08T19:49:42Z","language":[{"iso":"eng"}],"volume":615,"publication_status":"published","place":"Amsterdam","citation":{"ieee":"S. La Fuente <i>et al.</i>, “Multi-model projections of future evaporation in a sub-tropical lake,” <i>Journal of Hydrology</i>, vol. 615, Art. no. 128729, 2022, doi: <a href=\"https://doi.org/10.1016/j.jhydrol.2022.128729\">10.1016/j.jhydrol.2022.128729</a>.","van":"La Fuente S, Jennings E, Gal G, Kirillin G, Shatwell T, Ladwig R, et al. Multi-model projections of future evaporation in a sub-tropical lake. Journal of Hydrology. 2022;615.","ama":"La Fuente S, Jennings E, Gal G, et al. Multi-model projections of future evaporation in a sub-tropical lake. <i>Journal of Hydrology</i>. 2022;615. doi:<a href=\"https://doi.org/10.1016/j.jhydrol.2022.128729\">10.1016/j.jhydrol.2022.128729</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">La Fuente, Sofia</span> ; <span style=\"font-variant:small-caps;\">Jennings, Eleanor</span> ; <span style=\"font-variant:small-caps;\">Gal, Gideon</span> ; <span style=\"font-variant:small-caps;\">Kirillin, Georgiy</span> ; <span style=\"font-variant:small-caps;\">Shatwell, Tom</span> ; <span style=\"font-variant:small-caps;\">Ladwig, Robert</span> ; <span style=\"font-variant:small-caps;\">Moore, Tadhg</span> ; <span style=\"font-variant:small-caps;\">Couture, Raoul-Marie</span> ; u. a.</span>: Multi-model projections of future evaporation in a sub-tropical lake. In: <i>Journal of Hydrology</i> Bd. 615. Amsterdam, Elsevier BV (2022)","bjps":"<b>La Fuente S <i>et al.</i></b> (2022) Multi-Model Projections of Future Evaporation in a Sub-Tropical Lake. <i>Journal of Hydrology</i> <b>615</b>.","chicago":"La Fuente, Sofia, Eleanor Jennings, Gideon Gal, Georgiy Kirillin, Tom Shatwell, Robert Ladwig, Tadhg Moore, et al. “Multi-Model Projections of Future Evaporation in a Sub-Tropical Lake.” <i>Journal of Hydrology</i> 615 (2022). <a href=\"https://doi.org/10.1016/j.jhydrol.2022.128729\">https://doi.org/10.1016/j.jhydrol.2022.128729</a>.","havard":"S. La Fuente, E. Jennings, G. Gal, G. Kirillin, T. Shatwell, R. Ladwig, T. Moore, R.-M. Couture, M. Côté, C. Love Råman Vinnå, R. Iestyn Woolway, Multi-model projections of future evaporation in a sub-tropical lake, Journal of Hydrology. 615 (2022).","apa":"La Fuente, S., Jennings, E., Gal, G., Kirillin, G., Shatwell, T., Ladwig, R., Moore, T., Couture, R.-M., Côté, M., Love Råman Vinnå, C., &#38; Iestyn Woolway, R. (2022). Multi-model projections of future evaporation in a sub-tropical lake. <i>Journal of Hydrology</i>, <i>615</i>, Article 128729. <a href=\"https://doi.org/10.1016/j.jhydrol.2022.128729\">https://doi.org/10.1016/j.jhydrol.2022.128729</a>","mla":"La Fuente, Sofia, et al. “Multi-Model Projections of Future Evaporation in a Sub-Tropical Lake.” <i>Journal of Hydrology</i>, vol. 615, 128729, 2022, <a href=\"https://doi.org/10.1016/j.jhydrol.2022.128729\">https://doi.org/10.1016/j.jhydrol.2022.128729</a>.","short":"S. La Fuente, E. Jennings, G. Gal, G. Kirillin, T. Shatwell, R. Ladwig, T. Moore, R.-M. Couture, M. Côté, C. Love Råman Vinnå, R. Iestyn Woolway, Journal of Hydrology 615 (2022).","chicago-de":"La Fuente, Sofia, Eleanor Jennings, Gideon Gal, Georgiy Kirillin, Tom Shatwell, Robert Ladwig, Tadhg Moore, u. a. 2022. Multi-model projections of future evaporation in a sub-tropical lake. <i>Journal of Hydrology</i> 615. doi:<a href=\"https://doi.org/10.1016/j.jhydrol.2022.128729\">10.1016/j.jhydrol.2022.128729</a>, .","ufg":"<b>La Fuente, Sofia u. a.</b>: Multi-model projections of future evaporation in a sub-tropical lake, in: <i>Journal of Hydrology</i> 615 (2022)."},"publication_identifier":{"issn":["0022-1694"],"eissn":["1879-2707"]},"intvolume":"       615","author":[{"full_name":"La Fuente, Sofia","last_name":"La Fuente","first_name":"Sofia"},{"first_name":"Eleanor","last_name":"Jennings","full_name":"Jennings, Eleanor"},{"first_name":"Gideon","full_name":"Gal, Gideon","last_name":"Gal"},{"last_name":"Kirillin","full_name":"Kirillin, Georgiy","first_name":"Georgiy"},{"orcid":"0000-0002-4520-7916","first_name":"Tom","full_name":"Shatwell, Tom","last_name":"Shatwell","id":"86424"},{"first_name":"Robert","full_name":"Ladwig, Robert","last_name":"Ladwig"},{"first_name":"Tadhg","last_name":"Moore","full_name":"Moore, Tadhg"},{"first_name":"Raoul-Marie","full_name":"Couture, Raoul-Marie","last_name":"Couture"},{"first_name":"Marianne","full_name":"Côté, Marianne","last_name":"Côté"},{"last_name":"Love Råman Vinnå","full_name":"Love Råman Vinnå, C.","first_name":"C."},{"first_name":"R.","full_name":"Iestyn Woolway, R.","last_name":"Iestyn Woolway"}],"article_number":"128729","_id":"12221","publication":"Journal of Hydrology"},{"main_file_link":[{"url":"https://doi.org/10.1016/j.envsoft.2021.105101"}],"title":"LakeEnsemblR: An R package that facilitates ensemble modelling of lakes","citation":{"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>","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.","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).","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>.","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>, .","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>.","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).","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>.","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>","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)","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>.","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)."},"volume":143,"publication_status":"published","language":[{"iso":"eng"}],"date_created":"2024-12-08T20:18:32Z","author":[{"first_name":"Tadhg N.","last_name":"Moore","full_name":"Moore, Tadhg N."},{"first_name":"Jorrit P.","full_name":"Mesman, Jorrit P.","last_name":"Mesman"},{"last_name":"Ladwig","full_name":"Ladwig, Robert","first_name":"Robert"},{"full_name":"Feldbauer, Johannes","last_name":"Feldbauer","first_name":"Johannes"},{"first_name":"Freya","last_name":"Olsson","full_name":"Olsson, Freya"},{"full_name":"Pilla, Rachel M.","last_name":"Pilla","first_name":"Rachel M."},{"orcid":"0000-0002-4520-7916","first_name":"Tom","id":"86424","last_name":"Shatwell","full_name":"Shatwell, Tom"},{"last_name":"Venkiteswaran","full_name":"Venkiteswaran, Jason J.","first_name":"Jason J."},{"first_name":"Austin D.","last_name":"Delany","full_name":"Delany, Austin D."},{"last_name":"Dugan","full_name":"Dugan, Hilary","first_name":"Hilary"},{"first_name":"Kevin C.","full_name":"Rose, Kevin C.","last_name":"Rose"},{"full_name":"Read, Jordan S.","last_name":"Read","first_name":"Jordan S."}],"intvolume":"       143","publication_identifier":{"issn":["1364-8152"],"eissn":["1873-6726"]},"article_number":"105101","_id":"12230","publication":"Environmental modelling & software with environment data news","doi":"10.1016/j.envsoft.2021.105101","date_updated":"2024-12-09T11:27:54Z","quality_controlled":"1","publisher":"Elsevier BV","type":"scientific_journal_article","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."}],"extern":"1","keyword":["Ensemble modeling","Vertical one-dimensional lake model","R package","Calibration","Thermal structure","Hydrodynamics"],"status":"public","user_id":"83781","year":"2021","department":[{"_id":"DEP8022"}]}]