A Study on the Establishment of Agricultural Big Data Platform for the Revitalization of Smart Agriculture (스마트 농업 활성화를 위한 농업 빅데이터 플랫폼 구축 방안 연구)

Si-Young Rho (노시영); Jinho Won (원진호); Hyunjong Kim (김현종); Inchan Choi (최인찬); Kang-Su Kwak (곽강수)

doi:10.34163/jkits.2020.15.5.033

A Study on the Establishment of Agricultural Big Data Platform for the Revitalization of Smart Agriculture

Journal of Knowledge Information Technology and Systems
Abbr : JKITS
2020, 15(5), pp.915-923
DOI : 10.34163/jkits.2020.15.5.033
Publisher : Korea Knowledge Information Technology Society
Research Area : Interdisciplinary Studies > Interdisciplinary Research
Received : October 8, 2020
Accepted : October 13, 2020
Published : October 31, 2020

Si-Young Rho ¹, Jinho Won ¹, Hyunjong Kim ¹, Inchan Choi ², Kang-Su Kwak ¹

¹국립농업과학원
²국립농업과학원 유전자공학과

Accredited

ABSTRACT

This study designs agricultural big data platform for commercialization of smart agriculture. The agricultural big data platform was designed in consideration of the management and analysis of data for the establishment of an agricultural data system that is the basis of various agricultural technologies. Data collection and distribution standards for smooth operation were established to enhance the efficiency of information use. The composition of agricultural big data platform consists of data standard management, collection data processing, analysis module, statistical module and information provision module. Data standard management controls data standardization and data quality control. In the processing of collected data, it is responsible for data conversion, processing, and storage, and it is stored separately by weather, farmland, soil, sensor, growth information, and pest data. The analysis module provides information by analyzing the growth prediction, pest prediction and yield prediction information. The statistical module provides information on temperature and humidity, yield and farmland information on farmland. The information generated by the analysis module and the statistical module is provided to the user by dividing the information into weather, farmland, statistics, soil, sensors, growth prediction, and pest prediction through the information provision module. The established agricultural big data platform provides information to farmers and agriculture-related enterprises. Improve farm yield by information-based farm operation. It will be operated for smart agricultural development such as big data and artificial intelligence in agriculture-related enterprises.

KEYWORDS

Smart agriculture, Agricultural big data platform, Agricultural data, Agricultural data analysis, Collecting and distributing agricultural data

Citation status

* References for papers published after 2023 are currently being built.

[confproc] T. S. Kim / 2018 / Study of smart farm model using big data / Proceedings of Symposium of the Korean Institute of communications and Information Sciences : 1408~1409

[book] J. J. Nam / 2020 / The bare ground smart agriculture, What to Do / GS&J Institute

[book] J. R. Lee / 2019 / The s&t policy study on extension of smart-farming in korea / Science and Technology Policy Institute

[report] Y. J. Jang / 2019 / Spread smart farm current status and tasks of supply project / National Assembly Research Service

[report] J. Y. Yang / 2017 / Smart farm based on big data for high-tech agriculture / Korean Society For Horticultural Science : 37~37

[report] J. H. Lee / 2020 / Smart agriculture policy in japan: its dtatus and implications / TGS&J Institute

[journal] J. Y. Park / 2016 / Trends in international standardization of smart agriculture / Korea Institute Of Communication Sciences 34(1) : 70~75

[report] C. Y. Yoon / 2017 / Smart farm technology development and standardization trend / Korea Institute Of Communication Sciences : 311~312

[report] T. Lee / 2018 / Construction of an analysis platform of facilities’ big data based on hadoop-spark / Korean Society for Precision Engineering : 177~177

[journal] M. S. Kim / 2017 / Designing big data platforms for developing agricultural management strategies / Magazine of the Korean Society of Agricultural Engineers 59(4) : 26~34

[report] I. T. Jung / 2018 / A study on the enhancement of big data platform based on large capacity data considering data expansion / Korean Society of Civil Engineers : 328~329

[web] / 2020 / korean soil information system / http://soil.rda.go.kr

[journal] 윤현웅 / 2014 / Development of real-time chemical properties analysis technique in paddy soil for precision farming / Korean Journal of Agricultural Science / 농업과학연구소 41(1) : 59~63

[journal] 박정규 / 2019 / Development of scalable big data storage system using network computing technology / 한국정보통신학회논문지 / 한국정보통신학회 23(11) : 1330~1336

[journal] 백정현 / 2018 / Research-platform Design for the Korean Smart Greenhouse Based on Cloud Computing / 생물환경조절학회지 / (사) 한국생물환경조절학회 27(1) : 27~33

[journal] 신홍재 / 2020 / Indoor Plants Image Classification Using Deep Learning and Web Application for Providing Information of Plants / 한국지식정보기술학회 논문지 / 한국지식정보기술학회 15(2) : 167~175

[report] J. H. hwang / 2017 / Study on the iot based smart farm data logger for efficient data collection / Korean Society For Horticultural Science : 221~222

[journal] J. O. Song / 2019 / A study on heterogenous big data processing platforms for smart factory / The Korean Society Of Computer And Information 27(2) : 335~336

[journal] 김광현 / 2019 / A Study on the Enterprise's Big Data Utilization / 한국지식정보기술학회 논문지 / 한국지식정보기술학회 14(5) : 445~453

[journal] 송경태 / 2017 / A Recent Trend of Database for Big Data Handling using Key-value database / 한국지식정보기술학회 논문지 / 한국지식정보기술학회 12(1) : 47~57

KJCKorea
Journal Central

Journal of Knowledge Information Technology and Systems 2023 KCI Impact Factor : 0.89

A Study on the Establishment of Agricultural Big Data Platform for the Revitalization of Smart Agriculture

ABSTRACT

KEYWORDS

Citation status

* References for papers published after 2023 are currently being built.

Journal of Knowledge Information Technology and Systems 2023 KCI Impact Factor : 0.89

A Study on the Establishment of Agricultural Big Data Platform for the Revitalization of Smart Agriculture

ABSTRACT

KEYWORDS

Statistics

Tools

Issue List

Citation status

KCI Citation Counts (6)

REFERENCES (20) * References for papers published after 2023 are currently being built.

Search PDF

Citation

* References for papers published after 2023 are currently being built.