Internet of Things system and modeling method for predicting soil state of agricultural land

Abstract

An Internet of Things system and a modeling method for predicting a soil state of an agricultural land. The system includes at least one calculation module, which is the main control device of the system and used to control the overall functions of the system. The calculation module further includes an analysis unit and a machine learning unit, wherein the analysis unit is used to analyze and build a prediction model according to its analysis information. The machine learning unit has at least one appropriate calculation function to establish a corresponding learning model. The computing module is also electrically connected to an Internet of Things module to serve as an intermediary role for information transmission. The Internet of Things module is electrically connected to at least onedetection unit, which is used to build the environment and soil conditions in the target environmental soil and area and then return the same to the calculation module for subsequent analysis.

Description

technical field [0001] The present invention relates to an Internet of Things device, in particular to an Internet of Things system and a predictive modeling method with a prediction and analysis model mechanism. Background technique [0002] Continuous use of the soil for tillage to increase crop yields naturally loosens the topsoil over time, resulting in soil degradation and loss of quality, which eventually erodes the nutrients needed to sustain plant growth. [0003] In order to supplement the nutrients in the soil layer, farmers add a large amount of chemical fertilizers. Although these chemical nutrients can maintain plant growth, they will acidify the soil when added in large quantities, and accelerate soil degradation to a dangerous level, resulting in the formation of a vicious cycle. [0004] According to relevant government reports, about 40% of the soil currently used for agriculture has been degraded or severely degraded. If the fertilization method is not cha...

AI Technical Summary

Problems solved by technology

[0002] Continuous use of the soil for tillage to increase crop yields naturally loosens the topsoil over time, resulting in soil degradation and loss of quality, which eventually erodes the nutrients needed to sustain plant growth

[0003] In order to supplement the nutrients in the soil layer, farmers add a large amount of chemical fertilizers. Although these chemical nutrients can maintain plant growth, they will acidify the soil when added in large quantities, and accelerate soil degradation to a dangerous level, resulting in the formation of a vicious cycle

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