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http://dx.doi.org/10.7848/ksgpc.2021.39.6.419

A Study on Smart Farmer Service Using Community Mapping  

Koo, Jee Hee (Dept. of Civil and Environmental Engineering, Konkuk University)
Lee, Seung Woo (LoDiCS.Co., Ltd)
Lee, Ga eun (LoDiCS.Co., Ltd)
Pyeon, Mu Wook (Dept. of Civil and Environmental Engineering, Konkuk University)
Publication Information
Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography / v.39, no.6, 2021 , pp. 419-427 More about this Journal
Abstract
Due to the effects of climate change and the reduction of the labor force due to COVID-19, the crop yield, harvest time, and cultivated area are rapidly changing every year. In order to respond flexibly to this situation, attempts to apply smart farm technology based on ICT (Information and Communication Technology) to individual farms are increasing. On the other hand, various stakeholders are trying to predict the yield of crops using artificial intelligence and IoT technology, but accurate prediction is difficult due to the lack of learning data. In this study, in order to overcome the data collection problem limited to a specific institution, a smart farmer service technology based on community mapping was developed in which farmers directly participate, input and share accurate data to predict production. In the process, analysis was performed on napa cabbage, which is a vegetable with a large price change compared to production.
Keywords
Community Mapping; Napa Cabbage; Prediction Yield; Smart Farmer; Smart Farm;
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  • Reference
1 Kim D.H.(2017), The 4th industrial revolution and agricultural food distribution, New distribution focus, Vol.17-05 (in Korean)
2 Koo J.H. and Pyeon M.W. (2020), A study on community mapping for ICT-based livestock infectious disease response, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 38, No.3, pp247-257. (in Korean with English abstract)   DOI
3 Lee, K.D., Park, C.W., So, K.H., Kim, K.D. and Na, S.I.(2017a), Estimating of transplanting period of highland Kimchi cabbage using UAV imagery, Journal of the Korean Society of Agricultural Engineers, Vol. 59, No. 6, pp. 39-50. (in Korean with English abstract)   DOI
4 Park J.H., Bae S.K. and Jeong D.H. (2016), A Study on the Legal and Institutional Improvements for the Promotion of VGI Web Service, Journal of the Korean Cadastre Information Association, Vol. 18, No. 1, pp. 27-41.(in Korean with English abstract)
5 Statistics Korea, 2020, Changes in the agricultural structure through statistics
6 Xiong. D.(2014), Crop Growth Remote Sensing Monitoring and its Application, Sensors & Transducers, 169(4): 174-178. Korean Journal of Remote Sensing, Vol.30, No.5, 2014
7 Innes, J.E. and Booher, D.E. (2004), Reframing Public Participation : Strategies for the 21st century, Planning Theory & Practice, Vol. 5, No. 4, pp. 419-436.   DOI
8 Choi B.N., Kang H.K. and Sung H.J. (2012), Trends of Volunteered Geographic Information and National Geographic Information Policies. Territorial Policy, Brief, pp. 1-6. (in Korean)
9 Choi W.W., Hong S.K. and Ahn J.W. (2014), Value chain analysis of geospatial web service for VGI application, Journal of Korea Spatial Information Society, Vol. 22, No. 2, pp. 73-87. (in Korean with English abstract)   DOI
10 Lee J.H, Lee H.J, Kim S.K., Lee S.G., Lee H.S. and Choi C.S. (2017), Development of growth models as affected by cultivation season and transplanting date and estimation of prediction yield in kimch cabbage, Journal of Bio-Environment Control, Vol. 26-4, pp 235-241. (in Korean with English abstract)   DOI
11 Kwon J.S., Lee H.J., Shin E.H. and Park S.S (2019), The Effect of community mapping application development and application on the safety consciousness of elementary and middle schools, Journal of the Korea Society of Disaster Information, Vol. 15, No. 3, pp. 323-338. (in Korean with English abstract)
12 Oh, J.W. and Kim, H.K.(2017), Development of crop harvest prediction system aschitecture using IoT sensing, Asia-Pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology, Vol.7, No. 6, pp. 719-729. (in Korean with English abstract)   DOI
13 Tilman, D.,C. Balzer, J.Hill, and B.L. Befort(2011), Global food demand and the sustainable intensification of agriculture, Proceeding of National Academy of Science of the United States of America, 108(50): 20260-20264.   DOI