A Simulation Model of Big Data Analysis for Fire Alarm

Zhu, Shi-jiao; Zhang, Jiayao; Zhou, Xing; Yang, Jun

doi:10.2991/aeece-15.2015.65

Cited by 5 publications

(2 citation statements)

References 5 publications

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“…The system can store and analyze the data collected by wireless sensor, and forecast the forest fire before it happens. Zhu et al [111] propose the fire alarm system of video in large data environment based on Hadoop. The system can predict forest fires and alarms in time.…”

Section: ) Forest Disaster Monitoringmentioning

confidence: 99%

A Survey of Big Data Analytics for Smart Forestry

et al. 2019

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Accurate and reliable forestry data can be obtained by means of continuous monitoring of forests using advanced technologies, which provides a major opportunity for the development of smart forestry. However, with the improvement of the precision and acquisition speed of data, the traditional data analysis, and storage technology cannot meet the performance requirements of current applications. Forestry big data has brought a new solution to the difficulties encountered in the course of forestry development, which refers to the application of big data technology to forestry data processing. In this paper, we summarize the research and work of the big data in smart forestry in recent years. First, we review the history of the emergence and development of forestry big data, and then briefly summarize the opportunities brought to the forestry by big data technology. One of the most important tasks of forestry big data is to organize the massive data reasonably and effectively and to calculate fast. Therefore, we propose a five-layer architecture model of forestry big data and summarize the related work of data storage, query, analysis, and application. Finally, the challenges of forestry big data are analyzed, and the trend of future development has prospected from three aspects.

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Section: ) Forest Disaster Monitoringmentioning

confidence: 99%

A Survey of Big Data Analytics for Smart Forestry

et al. 2019

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“…Video fire alert system based on big data is a fast and effective way for such application, which is also active for the study of early warning (Mahdipour and Dadkhah, 2014). Big data model has the characteristics of security and stability, which can be suitable for more complex application scenarios and can guarantee the stability of the system for a long time (Zhu et al, 2015).…”

Section: Forest Fire Predictionmentioning

confidence: 99%

The role of big data in China’s sustainable forest management

Hasan

Zhang

Chu

et al. 2019

FER

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Purpose Forest as a vital natural resource in China plays an irreplaceable important role in safeguarding ecological security and human survival and development. Due to the vast territory, huge population and widespread forest landscape of China, forest management is a complex system involving massive data and various management activities. To effectively implement sustainable forest management, the big data technology has been utilized to analyze China’s forestry resources. Thus, the purpose of this paper is to clarify the role of big data technology in China’s forest management. Design/methodology/approach In this paper, the authors revisited the roles of big data in forest ecosystem monitoring, forestry management system development, and forest policy implementation. Findings It demonstrates that big data technology has a great potential in forest ecosystem protection and management, as well as the government’s determination for forest ecosystem protection. However, to deepen the application of big data in forest management, several challenges still need to be tackled. Originality/value Thus, enhancing modern science and technology to improve big data, cloud computing, and information technologies and their combinations will contribute to tackle the challenges and achieve wisdom of forest management.

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On Data Analysis in Forest Fire Induced Breakdown of the Transmission Line

Zhang

Xie

et al. 2017

Advances in Intelligent Systems and Computing

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A Simulation Model of Big Data Analysis for Fire Alarm

Cited by 5 publications

References 5 publications

A Survey of Big Data Analytics for Smart Forestry

A Survey of Big Data Analytics for Smart Forestry

The role of big data in China’s sustainable forest management

On Data Analysis in Forest Fire Induced Breakdown of the Transmission Line

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