A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network | |
Vincon-Leite, B (Vincon-Leite, Brigitte)37; Bruce, LC (Bruce, Louise C.)1; Frassl, MA (Frassl, Marieke A.)2,3; Arhonditsis, GB (Arhonditsis, George B.)4; Gal, G (Gal, Gideon)5; Hamilton, DP (Hamilton, David P.)6; Hanson, PC (Hanson, Paul C.)7; Hetherington, AL (Hetherington, Amy L.)8,9; Melack, JM (Melack, John M.)10; Read, JS (Read, Jordan S.)11 | |
刊名 | ENVIRONMENTAL MODELLING & SOFTWARE |
2018-04-01 | |
卷号 | 102期号:0页码:274-291 |
关键词 | Bayesian Hierarchical Framework Aquatic Biogeochemical Models Central-european Lake Sub-alpine Lake Climate-change Thermal Structure Ecological State Temperate Lakes Regime Shifts Dyresm-caedym |
ISSN号 | 1364-8152 |
DOI | 10.1016/j.envsoft.2017.11.016 |
英文摘要 | The modelling community has identified challenges for the integration and assessment of lake models due to the diversity of modelling approaches and lakes. In this study, we develop and assess a one-dimensional lake model and apply it to 32 lakes from a global observatory network. The data set included lakes over broad ranges in latitude, climatic zones, size, residence time, mixing regime and trophic level. Model performance was evaluated using several error assessment metrics, and a sensitivity analysis was conducted for nine parameters that governed the surface heat exchange and mixing efficiency. There was low correlation between input data uncertainty and model performance and predictions of temperature were less sensitive to model parameters than prediction of thermocline depth and Schmidt stability. The study provides guidance to where the general model approach and associated assumptions work, and cases where adjustments to model parameterisations and/or structure are required. (c) 2017 Published by Elsevier Ltd. |
学科主题 | 地理学 |
WOS研究方向 | Computer Science ; Engineering ; Environmental Sciences & Ecology |
语种 | 英语 |
出版者 | ELSEVIER SCI LTD |
WOS记录号 | WOS:000426583300021 |
内容类型 | 期刊论文 |
源URL | [http://ir.itpcas.ac.cn/handle/131C11/8696] |
专题 | 青藏高原研究所_图书馆 |
通讯作者 | Bruce, LC (Bruce, Louise C.) |
作者单位 | 1.[Bruce, Louise C.; Boon, Casper; Busch, Brendan D.; Hipsey, Matthew R.] Univ Western Australia, UWA Sch Agr & Environm, Aquat EcoDynam Grp, Nedlands, WA, Australia; 2.UFZ Helmholtz Ctr Environm Res, Dept Lake Res, Leipzig, Germany; 3.[Frassl, Marieke A.] Univ Konstanz, Limnol Inst, Constance, Germany; 4.[Arhonditsis, George B.] Univ Toronto, Dept Phys & Environm Sci, Toronto, ON, Canada; 5.Israel Oceanog & Limnol Res, Kinneret Limnol Lab, Haifa, Israel; 6.[Hamilton, David P.; McBride, Chris G.] Univ Waikato, Environm Res Inst, Hamilton, New Zealand; 7.Univ Wisconsin, Ctr Limnol, Madison, WI 53706 USA; 8.[Hetherington, Amy L.] Virginia Tech, Dept Biol Sci, Blacksburg, VA USA; 9.[Hetherington, Amy L.] Cornell Univ, Dept Nat Resources, Ithaca, NY 14853 USA; 10.[Melack, John M.] Univ Calif Santa Barbara, Bren Sch Environm Sci & Management, Santa Barbara, CA 93106 USA; |
推荐引用方式 GB/T 7714 | Vincon-Leite, B ,Bruce, LC ,Frassl, MA ,et al. A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network[J]. ENVIRONMENTAL MODELLING & SOFTWARE,2018,102(0):274-291. |
APA | Vincon-Leite, B .,Bruce, LC .,Frassl, MA .,Arhonditsis, GB .,Gal, G .,...&Hipsey, MR .(2018).A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network.ENVIRONMENTAL MODELLING & SOFTWARE,102(0),274-291. |
MLA | Vincon-Leite, B ,et al."A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network".ENVIRONMENTAL MODELLING & SOFTWARE 102.0(2018):274-291. |
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