System for soil moisture monitoring
View Patent ↗Systems, methods and apparatus are provided for moisture measurement. In some embodiments, a reflectance measurement is corrected based on a soil characteristic map. In other embodiments, a first reflectance measurement at a first depth is corrected based on a second reflectance measurement at a second depth.
1. A method of measuring a soil characteristic during an operation in an agricultural field, comprising:
making a first soil reflectance measurement at a location in the field;
obtaining a second soil characteristic measurement, wherein said second soil characteristic measurement comprises a second soil reflectivity measurement at a different depth than said first soil reflectivity measurement;
correcting said first soil reflectance measurement based on said second soil characteristic measurement; and
estimating soil moisture at said location based on said corrected soil reflectance measurement.
2. The method of claim 1 , wherein said second soil characteristic measurement comprises an electrical conductivity measurement.
3. The method of claim 1 , wherein said second soil characteristic measurement comprises a pH measurement.
4. The method of claim 1 , wherein said second soil characteristic measurement comprises a second soil reflectivity measurement at a different wavelength than said first soil reflectivity measurement.
5. The method of claim 1 , further comprising:
accessing a soil property map;
determining a soil property at said location based on said soil property map; and
correcting an estimated soil property based on said soil property.
6. The method of claim 5 , wherein said soil property map comprises a soil type map.
7. A method of estimating soil moisture in a field, comprising:
obtaining a first soil reflectance measurement at a first depth at a first location in the field;
obtaining a second soil reflectance measurement at a second depth at a second location in the field;
determining a reflectance-based reflectance correction based on said second soil reflectance measurement; and
applying said reflectance-based reflectance correction to said first soil reflectance measurement to obtain a corrected first soil reflectance measurement; and
estimating moisture using said corrected first soil reflectance measurement.
8. The method of claim 7 , wherein said first soil reflectance measurement is carried out on a planter row unit, and wherein said second soil reflectance measurement is carried out on a separate row unit.
9. The method of claim 8 , wherein said separate row unit opens a trench having a different depth than the planter row unit, and wherein said separate row unit includes a reflectance sensor for measuring reflectance of soil in said trench.
10. The method of claim 7 , further comprising:
associating said estimated moisture with said first location using a GPS receiver; and mapping said estimated moisture.
11. A method of estimating soil moisture in a field, comprising:
obtaining a first soil reflectance measurement at a first wavelength at a first location;
obtaining a second soil reflectance measurement at a second wavelength at a second location near said first location;
obtaining a third soil reflectance measurement at said first wavelength at a third location near said first location, said third soil reflectance measurement being taken at a measurement depth, said measurement depth being different than said first soil reflectance measurement;
obtaining a fourth soil reflectance measurement at said second wavelength at a fourth location near said first location, said fourth soil reflectance measurement being taken at said measurement depth; and
estimating moisture based on said first soil reflectance measurement and said second soil reflectance measurement.
12. The method of claim 11 , further comprising:
determining a soil reflectance correction based on said third soil reflectance measurement and said fourth soil reflectance measurement; and applying said soil reflectance correction to said estimated moisture.