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Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data

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@article{IJASEIT6750,
   author = {Hendrata Wibisana and Bangun Muljo S and Umboro Lasminto},
   title = {Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data},
   journal = {International Journal on Advanced Science, Engineering and Information Technology},
   volume = {10},
   number = {1},
   year = {2020},
   pages = {185--190},
   keywords = {Aqua Modis mathematical model; reflectance; total suspended solids.},
   abstract = {Ujung Pangkah Gresik is a reasonably dynamic area in the growth of turbidity levels in coastal beaches. As an area that has the estuary of the River Bengawan Solo, then Ujung Pangkah each year will experience the sedimentation process, one of which is the result of the movement of the river flow. This study aims to find the best mathematical model as an illustration of the total dynamics of the dissolved solids occurring in the area. The method used is a linear regression analysis of several selected models such as linear model, exponent, logarithm, polynomial degree 2, polynomial degree 3 and power model. The independent variable used in this research is the reflectance value of the Aqua Modis Level 2 from satellite imagery at wavelength 412 nm, 531 nm, and 645 nm.  The results obtained from this study are the ability of Aqua Modis satellite imagery in mapping the total suspended solids, besides that it can also be used to predict changes in the total value of suspended solids by calculating remote sensing algorithms that produce optimal mathematical models, where the model used is the polynomial model degree 3 and the logarithmic model based on choosing a high correlation value of the model that is 0.75 obtained at a wavelength of 645 nanometers},
   issn = {2088-5334},
   publisher = {INSIGHT - Indonesian Society for Knowledge and Human Development},
   url = {http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6750},
   doi = {10.18517/ijaseit.10.1.6750}
}

EndNote

%A Wibisana, Hendrata
%A Muljo S, Bangun
%A Lasminto, Umboro
%D 2020
%T Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data
%B 2020
%9 Aqua Modis mathematical model; reflectance; total suspended solids.
%! Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data
%K Aqua Modis mathematical model; reflectance; total suspended solids.
%X Ujung Pangkah Gresik is a reasonably dynamic area in the growth of turbidity levels in coastal beaches. As an area that has the estuary of the River Bengawan Solo, then Ujung Pangkah each year will experience the sedimentation process, one of which is the result of the movement of the river flow. This study aims to find the best mathematical model as an illustration of the total dynamics of the dissolved solids occurring in the area. The method used is a linear regression analysis of several selected models such as linear model, exponent, logarithm, polynomial degree 2, polynomial degree 3 and power model. The independent variable used in this research is the reflectance value of the Aqua Modis Level 2 from satellite imagery at wavelength 412 nm, 531 nm, and 645 nm.  The results obtained from this study are the ability of Aqua Modis satellite imagery in mapping the total suspended solids, besides that it can also be used to predict changes in the total value of suspended solids by calculating remote sensing algorithms that produce optimal mathematical models, where the model used is the polynomial model degree 3 and the logarithmic model based on choosing a high correlation value of the model that is 0.75 obtained at a wavelength of 645 nanometers
%U http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6750
%R doi:10.18517/ijaseit.10.1.6750
%J International Journal on Advanced Science, Engineering and Information Technology
%V 10
%N 1
%@ 2088-5334

IEEE

Hendrata Wibisana,Bangun Muljo S and Umboro Lasminto,"Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data," International Journal on Advanced Science, Engineering and Information Technology, vol. 10, no. 1, pp. 185-190, 2020. [Online]. Available: http://dx.doi.org/10.18517/ijaseit.10.1.6750.

RefMan/ProCite (RIS)

TY  - JOUR
AU  - Wibisana, Hendrata
AU  - Muljo S, Bangun
AU  - Lasminto, Umboro
PY  - 2020
TI  - Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data
JF  - International Journal on Advanced Science, Engineering and Information Technology; Vol. 10 (2020) No. 1
Y2  - 2020
SP  - 185
EP  - 190
SN  - 2088-5334
PB  - INSIGHT - Indonesian Society for Knowledge and Human Development
KW  - Aqua Modis mathematical model; reflectance; total suspended solids.
N2  - Ujung Pangkah Gresik is a reasonably dynamic area in the growth of turbidity levels in coastal beaches. As an area that has the estuary of the River Bengawan Solo, then Ujung Pangkah each year will experience the sedimentation process, one of which is the result of the movement of the river flow. This study aims to find the best mathematical model as an illustration of the total dynamics of the dissolved solids occurring in the area. The method used is a linear regression analysis of several selected models such as linear model, exponent, logarithm, polynomial degree 2, polynomial degree 3 and power model. The independent variable used in this research is the reflectance value of the Aqua Modis Level 2 from satellite imagery at wavelength 412 nm, 531 nm, and 645 nm.  The results obtained from this study are the ability of Aqua Modis satellite imagery in mapping the total suspended solids, besides that it can also be used to predict changes in the total value of suspended solids by calculating remote sensing algorithms that produce optimal mathematical models, where the model used is the polynomial model degree 3 and the logarithmic model based on choosing a high correlation value of the model that is 0.75 obtained at a wavelength of 645 nanometers
UR  - http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6750
DO  - 10.18517/ijaseit.10.1.6750

RefWorks

RT Journal Article
ID 6750
A1 Wibisana, Hendrata
A1 Muljo S, Bangun
A1 Lasminto, Umboro
T1 Mathematical Models Selection on the Total Suspended Solid Mapping using Reflective Satellite Image Data
JF International Journal on Advanced Science, Engineering and Information Technology
VO 10
IS 1
YR 2020
SP 185
OP 190
SN 2088-5334
PB INSIGHT - Indonesian Society for Knowledge and Human Development
K1 Aqua Modis mathematical model; reflectance; total suspended solids.
AB Ujung Pangkah Gresik is a reasonably dynamic area in the growth of turbidity levels in coastal beaches. As an area that has the estuary of the River Bengawan Solo, then Ujung Pangkah each year will experience the sedimentation process, one of which is the result of the movement of the river flow. This study aims to find the best mathematical model as an illustration of the total dynamics of the dissolved solids occurring in the area. The method used is a linear regression analysis of several selected models such as linear model, exponent, logarithm, polynomial degree 2, polynomial degree 3 and power model. The independent variable used in this research is the reflectance value of the Aqua Modis Level 2 from satellite imagery at wavelength 412 nm, 531 nm, and 645 nm.  The results obtained from this study are the ability of Aqua Modis satellite imagery in mapping the total suspended solids, besides that it can also be used to predict changes in the total value of suspended solids by calculating remote sensing algorithms that produce optimal mathematical models, where the model used is the polynomial model degree 3 and the logarithmic model based on choosing a high correlation value of the model that is 0.75 obtained at a wavelength of 645 nanometers
LK http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=6750
DO  - 10.18517/ijaseit.10.1.6750