Literature DB >> 29745212

[Applications of eco-environmental big data: Progress and prospect].

Miao Miao Zhao1,2, Shi Cheng Zhao3, Li Yun Zhang1, Fen Zhao1, Rui Shao1, Li Xiang Liu1, Hai Feng Zhao1, Ming Xu1.   

Abstract

With the advance of internet and wireless communication technology, the fields of ecology and environment have entered a new digital era with the amount of data growing explosively and big data technologies attracting more and more attention. The eco-environmental big data is based airborne and space-/land-based observations of ecological and environmental factors and its ultimate goal is to integrate multi-source and multi-scale data for information mining by taking advantages of cloud computation, artificial intelligence, and modeling technologies. In comparison with other fields, the eco-environmental big data has its own characteristics, such as diverse data formats and sources, data collected with various protocols and standards, and serving different clients and organizations with special requirements. Big data technology has been applied worldwide in ecological and environmental fields including global climate prediction, ecological network observation and modeling, and regional air pollution control. The development of eco-environmental big data in China is facing many problems, such as data sharing issues, outdated monitoring facilities and techno-logies, and insufficient data mining capacity. Despite all this, big data technology is critical to solving eco-environmental problems, improving prediction and warning accuracy on eco-environmental catastrophes, and boosting scientific research in the field in China. We expected that the eco-environmental big data would contribute significantly to policy making and environmental services and management, and thus the sustainable development and eco-civilization construction in China in the coming decades.

Entities:  

Keywords:  air pollution; big data; climate change; ecological environment; ecological network

Mesh:

Year:  2017        PMID: 29745212     DOI: 10.13287/j.1001-9332.201705.001

Source DB:  PubMed          Journal:  Ying Yong Sheng Tai Xue Bao        ISSN: 1001-9332


  1 in total

1.  Ethnic Music Inheritance and Environmental Monitoring Using Big Data Analysis from the Cultural Perspective.

Authors:  Jian Cui; Karin Khomkrich
Journal:  J Environ Public Health       Date:  2022-10-08
  1 in total

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