Are there any automated methods for detecting soil nutrient levels?

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Automated methods for detecting soil nutrient levels can be informed by relationships between soil properties, such as soil particle distributions and pH, which indicate Cation Exchange Capacity. While specific soil nutrient sensors may be hard to find, inexpensive field test kits are available for testing nitrogen, phosphorus, and potassium. Handheld pH meters with probes are also suggested as cost-effective tools for measuring soil health. The discussion emphasizes the need for clarity in the specific nutrient requirements to provide better guidance. Understanding local soil types, like lateritic soils, can further enhance nutrient detection strategies.
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Relationships of soil nutrients to other variables for the detection and measurement of soio nutrients
Good day, I would just like to ask if there are certain relationships of soil nutrients to other variables so that it can be easily detected and measured. I have searched the internet for a soil nutrient sensor but i couldn't find anything. If you have any other methods for soil nutrient detection that can be automated please share. It would really help with my thesis. Thank you very much.
 
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Your question is really vague. ...as an offhand example of relationships:
Soil particle distributions and pH can tell you about Cation Exchange Capacity.

Tell us EXACTLY what you need. In general you are going to need an inexpensive field test kit if you need tests for N, P, or K. Ex: Handheld pH meters with probes are inexpensive as well. So if I knew what you need I could direct you.

Lateritic soils are common where you seem to be located. https://en.wikipedia.org/wiki/Laterite
 
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