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| DOI | 10.1016/j.envsoft.2024.106018 |
| Improving continental hydrological models for future climate conditions via multi-objective optimisation | |
| 发表日期 | 2024 |
| ISSN | 1364-8152 |
| EISSN | 1873-6726 |
| 起始页码 | 176 |
| 卷号 | 176 |
| 英文摘要 | Australian hydrological characteristics vary across the continent, encompassing diverse climate zones with wet and dry extremes. Moreover, Australia's hydro -climate is projected to change in response to rising greenhouse gas emissions, where change is now evident from observations. Adaptation to these projected -to -be more intense impacts, requires nationally consistent hydro -climate projections along with an historical context. Calibrating a continental hydrological model against multiple objectives and varying hydroclimate conditions will enable a robust model configuration, thereby improving confidence in projections. We propose using a multi -objective optimisation approach to tune a continental model to represent stores and fluxes across the water cycle, current regional hydroclimes and possible future climate changes. By devising a set of experiments or scenarios which represent plausible projected futures and regional hydrological characteristics, trade-offs between different scenarios are assessed. We show that whilst no one parameter set fits allscenarios, this approach can provide a model configuration which fits most. |
| 英文关键词 | Continental hydrology; Hydrological model tuning; Climate change; Multi-objective optimisation |
| 语种 | 英语 |
| WOS研究方向 | Computer Science ; Engineering ; Environmental Sciences & Ecology ; Water Resources |
| WOS类目 | Computer Science, Interdisciplinary Applications ; Engineering, Environmental ; Environmental Sciences ; Water Resources |
| WOS记录号 | WOS:001223608500001 |
| 来源期刊 | ENVIRONMENTAL MODELLING & SOFTWARE
 |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/292951 |
| 作者单位 | Met Office - UK; Commonwealth Scientific & Industrial Research Organisation (CSIRO) |
| 推荐引用方式 GB/T 7714 | . Improving continental hydrological models for future climate conditions via multi-objective optimisation[J],2024,176. |
| APA | (2024).Improving continental hydrological models for future climate conditions via multi-objective optimisation.ENVIRONMENTAL MODELLING & SOFTWARE,176. |
| MLA | "Improving continental hydrological models for future climate conditions via multi-objective optimisation".ENVIRONMENTAL MODELLING & SOFTWARE 176(2024). |
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