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Spectral Characteristics and Mapping of Rice Plants Using Multi-Temporal Landsat Data

Prof. Dr. Ir. I Wayan Nuarsa, M.Si., I Wayan Nuarsa (2011) Spectral Characteristics and Mapping of Rice Plants Using Multi-Temporal Landsat Data. Journal of Agricultural Science , 3. ISSN 1916-9752

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Abstract

The visible band of Landsat ETM+ (Band 1, Band 2, and Band 3) showed a weak exponential relationship to rice age; however, the reflective infrared band of Landsat ETM+ (Band 4 and B5) and the entire vegetation index showed a strong exponential relationship to rice age. RGVI developed in this study is the best vegetation index compared to existing vegetation indices. The relationship between rice age and RGVI has shown the highest determination coefficient (R2) of 0.9045. The RGVI then used to develop a model to rice plant mapping. Quantitative comparison of the rice plant area between analysis results and reference data showed a linear relationship, with the equation y = 0.920x – 3.841 and R² = 0.971, where y is the rice plant area of reference data, and x is the rice plant area of the analysis results of the Landsat ETM+. The standard error of this estimation was 43.04 ha.

Item Type: Article
Uncontrolled Keywords: Rice plant, Mapping, Landsat ETM+, Remote sensing
Subjects: L Education > L Education (General)
Divisions: Faculty of Law, Arts and Social Sciences > School of Education
Depositing User: Mr. Repository Admin
Date Deposited: 07 Jun 2016 21:58
Last Modified: 21 Jun 2016 05:58
URI: http://erepo.unud.ac.id/id/eprint/7958

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