跨学科的挑战在地下水管理和可视化研究的交叉点
IEEE computer graphics and applications
|September 6, 2023
概括
交互式可视化原型帮助水文地质学家进行数据探索和模型校准. 快速原型增强了用户参与和理解复杂的水文数据.
科学领域:
- 水文地质学 水文地质学
- 数据可视化 数据可视化
- 人与计算机的交互
背景情况:
- 水地质学涉及复杂的时间和空间数据分析.
- 有效的数据勘探和模型校准对于水文地质研究至关重要.
- 向行业合作伙伴传达发现需要可访问的数据表示.
研究的目的:
- 为水文地质数据设计和开发交互式可视化原型.
- 支持数据探索,数值模型校准和结果通信.
- 分析代设计和验证过程,包括快速原型的作用.
主要方法:
- 与水文地质学研究人员合作设计研究.
- 开发一个交互式可视化原型.
- 代设计,验证和快速原型设计的探索.
主要成果:
- 可视化原型促进了数据探索,模型校准和通信.
- 交互式快速原型设计显著增加了参与度,即使对于怀疑的用户.
- 设计过程本身增强了科学家对数据潜力和局限性的理解.
结论:
- 交互式可视化工具对于视觉数据分析的初学者来说是非常强大的.
- 快速原型是有效的解锁在科学领域的视觉分析的优势.
- 协作设计过程在最终原型之外产生了宝贵的见解.
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