Browse > Article
http://dx.doi.org/10.7780/kjrs.2017.33.5.2.14

The Design of Web-based Crop Information System Using Open-Source Framework and Remotely Sensed Data  

Nguyen, Minh Hieu (School of Civil and Environmental Engineering, Yonsei University)
Ma, Jong Won (School of Civil and Environmental Engineering, Yonsei University)
Lee, Kyungdo (National Institute of Agricultural Science, RDA)
Heo, Joon (School of Civil and Environmental Engineering, Yonsei University)
Publication Information
Korean Journal of Remote Sensing / v.33, no.5_2, 2017 , pp. 751-762 More about this Journal
Abstract
A crop information system can provide information regarding crop distribution, crop growth conditions, crop yield in various forms such as monitoring, forecasting, estimation or analysis. This paper presents the design and construction of a crop information system based on data collected in Korea, USA, and China. Therein, climate data including temperature, precipitation,solar radiation are used to evaluate the impact on crop growth, NDVI (Normalized Difference Vegetation Index) data is used in crop monitoring, and crop map data is utilized for the management of crop distribution. The system has achieved three prominent results: 1) Providing information with high frequency, 2) Automatically creating the report through the analysis of the data, 3) The users to easily approach the system and retrieve the information.
Keywords
Agriculture; Crop Information System; Climate data; GeoServer; PostgreSQL;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Morgan, L. and P. Finnegan, 2007. Benefits and drawbacks of open source software: an exploratory study of secondary software firms. International Federation for Information Processing-publications-IFIP, 234: 307.   DOI
2 Murakami, Y., 2014. iFarm: development of web-based system of cultivation and cost management for agriculture, Prof. of 2014 8th International Conference on Complex Intelligent and Software Intensive Systems IEEE, Birmingham, UK, Jul. 2-4, pp. 624-627.
3 OGC, 2017. Web Map Service, http://www.opengeospatial.org/standards/wms, Accessed at Sep. 9, 2017.
4 OpenLayer, 2017. Overview, https://openlayers.org, Accessed at Sep. 9, 2017.
5 Apache, 2017. Apache Tomcat, http://tomcat.apache.org, Accessed at Oct. 10, 2017.
6 Becker-Reshef, I., C. Justice, M. Sullivan, E. Vermote, C. Tucker, A. Anyamba, J. Small, E. Pak, E. Masuoka, J. Schmaltz, and M. Hansen, 2010. Monitoring global croplands with coarse resolution earth observations: The Global Agriculture Monitoring (GLAM) project, Remote Sensing, 2(6): 1589-1609.   DOI
7 Bootstrap, 2017. Home, http://getbootstrap.com, Accessed at Sep. 28, 2017.
8 Devore, J.L., 2011. Probability and Statistics for Engineering and the Sciences, Cengage learning, Boston, MA, USA.
9 Esri, 2017. http://www.esri.com/about-esri, Accessed at Oct. 10, 2017.
10 GeoServer, 2017. What is GeoServer, http://geoserver.org/about, Accessed at Sep. 10, 2017.
11 Oracle, 2017. What are RESTful Web Services, http://docs.oracle.com/javaee/6/tutorial/doc/gijqy.html, Accessed at Sep. 10, 2017.
12 Shelestov, A.Y., A.N. Kravchenko, S.V. Skakun, S.V. Voloshin, and N.N. Kussul, 2013. Geospatial information system for agricultural monitoring, Cybernetics and Systems Analysis, 49(1): 124.   DOI
13 Pascual, M., E. Alves, De T. Almeida, G. S. de Franca, H. Roig, and M. Holanda, 2012. An Architecture for Geographic Information Systems on the Web webGIS, Proc. of 2012 International Conference on Advanced Geographic Information Systems, Applications, and Services, Valencia, Spain, Jan. 30-Feb. 4, pp. 209-2014.
14 Postgres, 2017. https://www.postgresql.org/about, Accessed at Sep. 10, 2017.
15 Postgres, 2017. Raster Data Management, https://postgis.net/docs/using_raster_dataman.html, Accessed at Sep. 10, 2017.
16 SUPARCO, 2017. Crop Information Portal, http://dwms.fao.org/-test/geo_portal_en.asp, Accessed at Sep. 10, 2017.
17 Takashima, S., K. Oyoshi, T. Fukuda, and N. Tomiyama, and T. Nagano, 2013. Asian rice crop monitoring for GEOGLAM, Proc. of 2013 2nd International Conference on Agro-Geoinformatics IEEE, Fairfax, USA, Aug. 12-16, pp. 398-401.
18 Wu, B., J. Meng, Q. Li, N. Yan, X. Du, and M. Zhang, 2014. Remote sensing-based global crop monitoring: experiences with China's CropWatch system, International Journal of Digital Earth, 7(2): 113-137.   DOI
19 Obe, R.O. and L.S. Hsu, 2015. PostGIS in action, Manning, Shelter Island, NY, US.
20 GeoSolutions, 2017. GeoSolutions, http://www.geosolutions.it/about, Accessed at Sep. 10, 2017.
21 jQuery, 2017. What is jQuery, https://jquery.com, Accessed at Sep. 8, 2017.
22 MapBox, 2017. About MapBox, https://www.mapbox.com/about, Accessed at Sep. 9, 2017.
23 Kendall, K.E., J.E. Kendall, E.J. Kendall, and J.A. Kendall, 2010. Systems analysis and design 8th, Prentice Hall, Upper Saddle River, NJ, USA.
24 Leaflet, 2017. Overview, http://leafletjs.com, Accessed at Sep. 9, 2017.
25 Li, L., J. Li, and Y. Tian, 2002. The Study on Web GIS Architecture Based on JNLP, Proc. of 2002 Processing and Applications Symposium, Ottawa, Canada, Jul. 9-12, vol. 34, pp. 106-112.
26 MapServer, 2017. MapServer open source web mapping, http://mapserver.org/about.html, Accessed at Sep. 9, 2017.