Title :
Rapid nitrogen determination of soybean leaves using mobile application
Author :
Adhiwibawa, Marcelinus A. S. ; Tantono, Christian ; Prilianti, Kestrilia R. ; Prihastyanti, Monika N. P. ; Limantara, Leenawaty ; Brotosudarmo, Tatas H. P.
Author_Institution :
Ma Chung Res. Center for Photosynthetic Pigments, Univ. Ma Chung, Malang, Indonesia
Abstract :
Nitrogen is one of the important nutrients elements for the growth of soybean plants. In this paper we propose mobile application that can be used nondestructively to estimate the nitrogen content of soybean leaves. We named this software “Mata Daun”. The primary concept of this software is to relate the RGB (Red, Green, Blue) value of the captured soybean image with its nitrogen content. Furthermore, the captured image is processed into Enhanced Color Visibility (ECV) index using digital image processing method for the ease of software algorithm process. Calibration process and field trial were conducted to found the relation between ECV index and soybean leaves nitrogen content. The calibration result showed that the nitrogen readings by this application had a fairly strong relationship (R2 =0.70) with the soybean leaves nitrogen content (Agriexpert CCN-6000 readings). The field test result also gave the same strong positive relationship between predicted and real soybean leaves nitrogen content (R2 =0.93).
Keywords :
biology computing; botany; calibration; image colour analysis; mobile computing; nitrogen; ECV index; Mata Daun software; N; RGB value; calibration process; captured soybean image; digital image processing method; enhanced color visibility index; field trial; mobile application; nutrient elements; rapid nitrogen determination; red green blue value; software algorithm process; soybean leaves; soybean plants; RGB; image processing; mobile application; nitrogen; soybean;
Conference_Titel :
Information Technology and Electrical Engineering (ICITEE), 2013 International Conference on
Conference_Location :
Yogyakarta
Print_ISBN :
978-1-4799-0423-5
DOI :
10.1109/ICITEED.2013.6676237