| CPC G01N 21/718 (2013.01) [G01N 21/255 (2013.01); G01N 33/24 (2013.01); G01N 2021/0339 (2013.01); G01N 2201/06113 (2013.01); G01N 2201/0697 (2013.01)] | 8 Claims |

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1. A wheeled soil analysis device for analyzing a soil sample, comprising:
an elongated housing having a handle at an upper end and a plurality of wheels mounted on an axle at a lower end,
an auger mounted on a front side of the elongated housing,
a sample holder configured to receive a soil sample, wherein the sample holder has a defined volume and is positioned to receive the soil sample from the auger;
a heating device configured to dry the soil sample for a specified time;
a scale connected to the sample holder, wherein the scale is configured to measure an undried weight of the soil sample and a dried weight of the soil sample;
a spectrometer configured to perform laser induced breakdown spectroscopy on the soil sample and generate spectral emission intensities of the soil sample;
a display screen;
a power source;
a microprocessor connected to the scale, the heating device, the spectrometer, the display screen and the power source, wherein the microprocessor includes circuitry, one or more processors, a memory storing programming instructions stored therein that, when executed by the one or more processors, cause the one or more processors to:
calculate a bulk density of the soil sample;
calculate a water content of the soil sample;
actuate the spectrometer to perform laser induced breakdown spectrometry on the soil sample and generate the spectral emission intensities;
apply the spectral emission intensities, the bulk density and the water content of each soil sample as input features to a trained decision tree regressor combined with an adaptive boosting classifier;
predict an unconfined compressive strength of the soil sample; and
display the unconfined compressive strength, the bulk density, the water content and the spectral emission intensities of the soil sample on the display screen.
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