信息学是鱼类遗传资源管理的未来

Simon Wilkinson
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引用次数: 0

摘要

信息学是数据科学的应用,在一个专门领域的背景下提取和交流可操作的知识。信息学将在水产养殖遗传资源管理中发挥越来越重要的作用,因为水产养殖业在追求集约化的过程中追求自动化和优化。这可能会与以技术为导向的“智能农场”采用工业控制系统并驾齐驱,后者将推动农业系统的仪表化。水产养殖历来在遗传资源管理和包括信息学在内的信息技术的所有方面投资不足,但这两方面都有可能产生可观的利益。信息学的数据捕获和计算资源不再受到限制。由于微电子技术、软件虚拟化和云计算技术的进步,它们价格低廉,易于获取和管理。人力资源是目前信息学在水生遗传资源管理中应用的主要瓶颈。水产养殖部门需要投资发展自己的信息学专业能力,因为它不太可能从工业化程度较高、薪酬较高的部门招聘人员
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Informatics as Future for Fish Genetic Resources Management
Informatics is the application of data science to extract and communicate actionable knowledge in the context of a specialised domain. Informatics will play an increasingly important role in management of genetic resources for aquaculture as the industry pursues automation and optimisation of processes in pursuit of intensification. This will likely parallel the adoption of industrial control systems in technology-oriented “smart farms”, which will drive instrumentation of farming systems. Aquaculture has historically under-invested in genetic resource management and all aspects of information technology, including informatics, but both have potential to generate substantial benefits. Data capture and computational resources for informatics are no longer limiting. They are cheap, easy to obtain and manage, due to advances in microelectronics, software virtualisation and cloud computing. Human resources are now the main bottleneck in application of informatics in aquatic genetic resources management. There is a need for the aquaculture sector to invest in developing its own professional capacity in informatics, as it is unlikely to be able to recruit personnel from more industrialised, higher-paying sectors
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