Title :
Computer aided determination of proportion of sand in a soil
Author :
Gok, Hasan ; Orhan, Umut
Author_Institution :
Bilgisayar Muhendisligi Bolumu, Cukurova Univ., Adana, Turkey
Abstract :
Determination of soil texture has always been very important for agricultural researches. Since determination of proportions of sand, silt, and clay in a soil by traditional methods requires more effort, in this study, we focus on performing soil analysis by an automated computerized system. First some features are extracted by applying curve fitting method on time signals measured by a light sensor circuit injected to the traditional hydrometer method, and then these features are used as input in a linear regression model. The obtained results showed that in spite of the limited number of experiments performed, such a system may be useful in determination of proportion of sand in a soil.
Keywords :
computer aided analysis; curve fitting; feature extraction; geophysical techniques; regression analysis; sand; soil; computer aided determination; curve fitting method; feature extraction; light sensor circuit; linear regression model; sand proportion; soil texture; Curve fitting; Feature extraction; Laser applications; Mathematical model; Soil measurements; Soil texture; curve fitting; hydrometer; light sensor; linear regression; soil texture;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7130071