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Proceedings Paper

Accuracy test of total suspended solid concentration by Landsat 8 on in-situ data in Lancang Island waters, Kepulauan Seribu
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Paper Abstract

The Lancang Island waters have the potential of marine biological resources such as the crab (Portunus pelagicus). The crab is a species that eats suspended material. Remote sensing can estimate the parameters of Total Suspended Solid (TSS). The purpose of this study was to estimate the distribution and test the accuracy of TSS concentrations in Lancang Island waters extracted from Landsat 8 OLI images by field observations. Statistical test indicators that can be used for accuracy tests include; root mean square error (RMSE), mean absolute error (MAE) and normalized mean absolute error (NMAE). The results of the RMSE value was 11.5 showed that the size of the error based on the difference between the value of the image and field data. The smaller the RMSE value, means the results of the model estimation produced was more precise with those observations. The MAE value of 1.774 showed the simplest form of error size. The MAE results indicated that it could be seen that the prediction error of the distribution of TSS was too small. It means the prediction of the distribution of TSS in this study had high accuracy. The NMAE of 31.9% shows the error rate that is normalized and expressed in percent (%). The NMAE value below 30% that could be used as proof of the validity of image data. The high error value was caused by differences in the time taken by field data with the recording time of satellite images and the effect of thin cloud cover.

Paper Details

Date Published: 24 December 2019
PDF: 9 pages
Proc. SPIE 11372, Sixth International Symposium on LAPAN-IPB Satellite, 113721K (24 December 2019); doi: 10.1117/12.2542758
Show Author Affiliations
Emma Suri Y. Siregar, Matauli College of Fisheries and Marine (Indonesia)
Insaniah Rahimah, Matauli College of Fisheries and Marine (Indonesia)
Vincentius P. Siregar, Bogor Agricultural Univ. (Indonesia)
Syamsul B. Agus, Bogor Agricultural Univ. (Indonesia)


Published in SPIE Proceedings Vol. 11372:
Sixth International Symposium on LAPAN-IPB Satellite
Yudi Setiawan; Lilik Budi Prasetyo; Tien Dat Pham; Kasturi Devi Kanniah; Yuji Murayama; Kohei Arai; Gay Jane P. Perez, Editor(s)

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