中文版 | English
Title

Environmental computing: Concept, evolution, and challenges 环境计算:概念 展与挑

Author
Publication Years
2022-12-15
DOI
Source Title
ISSN
1000-0054
Volume62Issue:12Pages:1839-1850
Abstract
As an emerging interdisciplinary concept, environmental computing is a term used for the quantitative research process of environmental process numerical analysis and (or) environmental data analysis based on computing. Under this conceptual framework, various kinds of environment and computational science integrations are discussed together for ensuring development in this field as well as summarizing advanced research models and methods. This paper introduces the definition and basic characteristics of environmental computing and explains the methodological characteristics of various types of environmental computing based on typical cases. Environmental computing has transitioned from theory-driven to data-driven and then to hybrid computing. The comprehensive computing framework shows considerable advantages compared to conventional approaches or single methods. To achieve significant breakthroughs, researchers need to constantly explore basic theories, including environmental and computational theories, and promote the transformation of environmental thinking to adapt to the frontier content of computational science. Additionally, challenges such as big data theory, technical application scenarios, and computing power also need to be overcome.
Keywords
URL[Source Record]
Language
Chinese
SUSTech Authorship
Others
Scopus EID
2-s2.0-85142363144
Data Source
Scopus
Citation statistics
Cited Times [WOS]:0
Document TypeJournal Article
Identifierhttp://kc.sustech.edu.cn/handle/2SGJ60CL/415742
DepartmentSchool of Environmental Science and Engineering
Affiliation
1.School of Environment,Tsinghua University,Beijing,100084,China
2.Microsoft Research Asia,Beijing,100080,China
3.School of Environmental Science and Engineering,Southern University of Science and Technology,Shenzhen,518055,China
Recommended Citation
GB/T 7714
Wei,Zeyang,Liu,Yi,Wang,Chunyan,等. Environmental computing: Concept, evolution, and challenges 环境计算:概念 展与挑[J]. 清华大学学报(自然科学版),2022,62(12):1839-1850.
APA
Wei,Zeyang.,Liu,Yi.,Wang,Chunyan.,Zhang,Jia.,Bian,Jiang.,...&Ewe,Kaijie.(2022).Environmental computing: Concept, evolution, and challenges 环境计算:概念 展与挑.清华大学学报(自然科学版),62(12),1839-1850.
MLA
Wei,Zeyang,et al."Environmental computing: Concept, evolution, and challenges 环境计算:概念 展与挑".清华大学学报(自然科学版) 62.12(2022):1839-1850.
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