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21世纪的水文学:科学,政策和实践的挑战
Hayley J Fowler1, Gemma Coxon2, Christopher J White3
1School of Engineering and Tyndall Centre for Climate Change Research, Newcastle University, Newcastle upon Tyne, UK.
水文学正在推进新的数据,人工智能和模型,以应对极端气候. 未来的方向强调开放的科学,跨学科的知识,和社会公平的弹性和政策影响.
科学领域:
- 水文学的水文学
- 气候科学 气候科学
- 环境政策 环境政策
背景情况:
- 英国水文学会40周年会议召开专家会议,讨论水文学的进展和未来.
- 气候和水文极端的加剧需要科学方法和实际应用的进步.
研究的目的:
- 为了反思四十年的水文科学进步.
- 绘制水文学的未来方向,专注于数据,建模,预测和决策.
- 探索新技术和跨学科方法的整合.
主要方法:
- 在一个具有里程碑意义的讨论会议上发表的一系列论文.
- 综合水文数据,建模,预测和决策方面的进展.
- 讨论包括开放科学,机器学习,人工智能和允许对流的模型在内的关键主题.
主要成果:
- 水文科学的进步,数据,建模和预测.
- 确定关键主题:开放和可重现的科学,人工智能集成和跨学科知识.
- 重点是适应气候和水文极端现象并建立对气候和水文极端现象的抵御能力.
结论:
- 未来的水文学需要更好地整合机器学习,人工智能和先进的建模技术.
- 转向跨学科,共同生产的知识对于政策影响和社会适应至关重要.
- 教育,协作和公平对于21世纪的社会和环境响应水文学至关重要.
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