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DOI:10.16418/j.issn.1000-3045.20200530001
中国科学院院刊:2020,35(9):1163-1176
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人工智能在21世纪水与环境领域应用的问题及对策
王旭1,2, 王钊越1, 潘艺蓉1,3, 罗雨莉1,3, 刘俊新1, 杨敏4
(1.中国科学院生态环境研究中心 环境水质学国家重点实验室 北京 100085;2.中国科学院生态环境研究中心(义乌)长三角中心 义乌 322000;3.中国科学院大学 资源与环境学院 北京 100049;4.中国科学院生态环境研究中心 饮用水科学与技术重点实验室 北京 100085)
Perspective and Prospects on Applying Artificial Intelligence to Address Water and Environmental Challenges of 21st Century
WANG Xu1,2, WANG Zhaoyue1, PAN Yirong1,3, LUO Yuli1,3, LIU Junxin1, YANG Min4
(1.State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China;2.Yangtze River Delta Branch, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Yiwu 322000, China;3.College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China;4.Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China)
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投稿时间:2020-08-26    
中文摘要: 水,是维系人类经济社会与自然生态系统可持续发展的重要资源。近半个世纪以来,因人口增长、人类活动加剧与气候变化等系列因素驱动,水安全已成为全球重要议题。其中,为所有人提供水和环境卫生并对其进行可持续管理,已被列为联合国面向2030年的全球可持续发展目标之一;但是,如何构建行之有效的实施路径和解决方案依旧面临诸多挑战。人工智能技术的飞速发展,为实现这一宏伟目标提供了新的思路与方法。文章结合联合国全球可持续发展总体目标6“清洁饮水和卫生设施”的核心内涵与进程难点,分析和总结人工智能在水与环境领域的应用现状及效应,探讨利用人工智能落实水与环境可持续发展过程中待解决的核心关键问题,并对水与环境领域和人工智能领域的融合创新和协同发展方向进行展望。
中文关键词: 可持续发展目标  水安全  水环境  水系统  可持续管理  人工智能
Abstract:One of the most pervasive challenges affecting human and planetary well-being is inadequate access to clean water and sanitation. Problems with water are expected to become worse in the coming decades, with water scarcity occurring globally, in the face of ever-growing populations, intensive human activities, and climatic variation. Addressing the aforementioned water security has been achieved consensus and has been included into the sustainable development goals (SDGs) set by the United Nations' Agenda 2030. Despite these ample opportunities, it remains challenging to create reliable, sustainable, and affordable solutions to providing universal access to clean water and sanitation. In this context, the emerging artificial intelligence (AI) technology can be an attractive solution to help with this challenge. We summarized the core of the SDGs-Goal 6 (Clean Water and Sanitation) and the problems encountered during the progress to date. Building upon which, we conducted a literature review and provided a state-of-the-art analysis of leveraging AI to help achieving SDGs-Goal 6 alongside the resultant impacts. Afterwards, we highlighted the key issues necessary to be tackled in the coming years if AI is expected to be well applied with its maximum benefits. Plus, we put forward the prospects of future efforts on this revolution.
keywords: sustainable development goals (SDGs)  water security  water environment  water system  sustainable management  artificial intelligence (AI)
文章编号:     中图分类号:    文献标志码:
基金项目:国家优秀青年科学基金(51922013),北京市高层次创新创业人才支持计划(2017000021223ZK07),中国科学院青年创新促进会人才专项(2016041)
作者单位
王旭 中国科学院生态环境研究中心 环境水质学国家重点实验室 北京 100085
中国科学院生态环境研究中心(义乌)长三角中心 义乌 322000 
王钊越 中国科学院生态环境研究中心 环境水质学国家重点实验室 北京 100085 
潘艺蓉 中国科学院生态环境研究中心 环境水质学国家重点实验室 北京 100085
中国科学院大学 资源与环境学院 北京 100049 
罗雨莉 中国科学院生态环境研究中心 环境水质学国家重点实验室 北京 100085
中国科学院大学 资源与环境学院 北京 100049 
刘俊新 中国科学院生态环境研究中心 环境水质学国家重点实验室 北京 100085 
杨敏 中国科学院生态环境研究中心 饮用水科学与技术重点实验室 北京 100085 
Author NameAffiliation
WANG Xu State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
Yangtze River Delta Branch, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Yiwu 322000, China 
WANG Zhaoyue State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China 
PAN Yirong State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China 
LUO Yuli State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China 
LIU Junxin State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China 
YANG Min Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China 
引用文本:
王旭,王钊越,潘艺蓉,罗雨莉,刘俊新,杨敏.人工智能在21世纪水与环境领域应用的问题及对策[J].中国科学院院刊,2020,35(9):1163-1176.
WANG Xu,WANG Zhaoyue,PAN Yirong,LUO Yuli,LIU Junxin,YANG Min.Perspective and Prospects on Applying Artificial Intelligence to Address Water and Environmental Challenges of 21st Century[J].Bulletin of Chinese Academy of Sciences,2020,35(9):1163-1176.
 
 
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