Measurement of nitrate-nitrogen concentration in soil based on absorption spectroscopy

• US 9,255,878 B2
• Filed: 05/28/2013
• Issued: 02/09/2016
• Est. Priority Date: 05/07/2009
• Status: Active Grant

• Current Assignee: Winfield Solutions LLC (Land O'Lakes Incorporated)
• Original Assignee: Monsanto Technology LLC (Bayer AG)
• Inventors: Preiner, Michael John, Koshnick, Nicholas Carleton, White, Justin Stewart, Strachan, John Paul
• Primary Examiner(s): Chowdhury, Tarifur
• Assistant Examiner(s): AKANBI, ISIAKA O
• Application Number:
  US13/903,841
• Publication Number:
  US 20130258317A1
• Time in Patent Office: 987 Days
• Field of Search: 356/432, 356/620, 3562371-2376, 73/73, 73/540.1, 738/66, 250/253, 250/281
• US Class Current: 1/1
• CPC Class Codes: G01N 2033/245 for agricultural purposes
• CPC Class Codes: G01N 21/00 Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light G01N3/00 - G01N19/00 take precedence
• CPC Class Codes: G01N 21/276 with alternation of sample and standard in optical path
• CPC Class Codes: G01N 21/33 using ultraviolet light G01N21/39 takes precedence
• CPC Class Codes: G01N 21/552 Attenuated total reflection
• CPC Class Codes: G01N 33/24 Earth materials G01N33/42 takes precedence

Abstract

The nitrate-nitrogen concentration in soil is estimated based on the nitrate-nitrogen 200 nm absorption peak. In one embodiment, a device measures the attenuation spectrum of a soil-extractant mixture over a wavelength range that includes wavelengths in the vicinity of the 200 nm absorption peak (the spectral operating range) and then determines the nitrate-nitrogen concentration based on the attenuation spectrum.

Claims

1. A device for measuring the nitrate-nitrogen concentration in soil based on attenuation over a spectral operating range, the device comprising:

a light source that generates light that spans the spectral operating range, the spectral operating range including wavelengths at least as short as 230 nm;

a detector having a sensitivity that spans the spectral operating range;

a sample chamber configured to contain a soil-extractant mixture, the light propagating from the light source to the detector and attenuated by the soil-extractant mixture in the sample chamber, the detector generating a soil spectral signal that indicates the light received by the detector at different wavelengths across the spectral operating range; and

a processor coupled to the detector, wherein the processor estimates an attenuation spectrum of the soil-extractant mixture over the spectral operating range based on the soil spectral signal, and estimates the nitrate-nitrogen concentration based on the attenuation spectrum, wherein the processor, when estimating the attenuation spectrum, removes interference due to scattering from soil particles in the soil-extractant mixture using one of spectral deconvolution and curve-fitting.

2. The device of claim 1 wherein the spectral operating range includes wavelengths proximate the 200 nm nitrate-nitrogen absorption peak, and wherein the 200 nm nitrate-nitrogen absorption peak includes estimated attenuation values for wavelengths greater than 200 nm.

3. The device of claim 1 wherein the device is capable of estimating nitrate-nitrogen concentrations below 50 ppm.

4. The device of claim 1 wherein the sample chamber is optically positioned between the light source and the detector, the light propagating through the soil-extractant mixture in the sample chamber.

5. The device of claim 1 wherein the processor estimates the attenuation spectrum based on the soil spectral signal, a reference spectral signal and a dark spectral signal, wherein the reference spectral signal is generated when the sample chamber contains extractant without soil and the dark spectral signal is generated without light from the light source incident on the detector.

6. The device of claim 1 wherein, at different times, the sample chamber contains the soil-extractant mixture or extractant without soil, the detector generating the soil spectral signal when the sample chamber contains the soil-extractant mixture and the detector generating a reference spectral signal when the sample chamber contains extractant without soil, the processor estimating the attenuation spectrum based on the soil spectral signal and the reference spectral signal.

7. The device of claim 1 further comprising:

a second sample chamber configured to contain extractant without soil, wherein the processor estimates the attenuation spectrum based on the soil spectral signal and a reference spectral signal, wherein the reference spectral signal is generated from the second sample chamber containing extractant without soil.

8. The device of claim 1 further comprising:

a reference optical path from the light source to the detector but not attenuated by the soil-extractant mixture, wherein the processor estimates the attenuation spectrum based on the soil spectral signal and a reference spectral signal, wherein the reference spectral signal is generated based on the reference optical path.

9. The device of claim 1 wherein the spectral operating range includes a wavelength range from 190-500 nm.

10. The device of claim 1 wherein the spectral operating range includes a wavelength range from 190-850 nm.

11. The device of claim 1 wherein the spectral operating range includes a wavelength range from 180-1100 nm.

12. The device of claim 1 wherein the spectral operating range includes a wavelength range of at least 20 nm full width centered around 200 nm.

13. The device of claim 1 wherein the spectral operating range includes a wavelength range of at least 40 nm full width centered around 200 nm.

14. The device of claim 1 wherein the spectral operating range includes a wavelength range of at least 60 nm full width centered around 200 nm.

15. The device of claim 1 wherein the spectral operating range does not extend to wavelengths below 160 nm.

16. The device of claim 1 wherein the spectral operating range extends to wavelengths at least as short as 215 nm.

17. The device of claim 1 wherein the spectral operating range extends to wavelengths at least as short as 210 nm.

18. The device of claim 1 wherein the detected spectrum signal is sampled at a resolution of 1 nm or coarser.

19. The device of claim 1 wherein the detected spectrum signal is sampled at a resolution of 5 nm or coarser.

20. The device of claim 1 wherein the detected spectrum signal is sampled at a finer resolution around 200 nm than in the visible.

21. The device of claim 1 wherein the processor estimates the nitrate-nitrogen concentration within 1 minute of the soil-extractant mixture entering the sample chamber.

22. The device of claim 1 wherein the processor curve fits the attenuation spectrum, at least one component of the curve fit based on the nitrate-nitrogen 200 nm absorption peak.

23. The device of claim 1 wherein the processor receives a soil type and estimates the nitrate-nitrogen concentration further based on the soil type.

24. The device of claim 1 wherein the processor receives a soil conductivity and estimates the nitrate-nitrogen concentration further based on the soil conductivity.

25. The device of claim 1 wherein the processor applies a partial least squares regression to the attenuation spectrum to estimate the nitrate-nitrogen concentration.

26. The device of claim 1 wherein the processor is trained based on a set of absorption spectra and their corresponding nitrate-nitrogen concentrations, and the processor estimates the nitrate-nitrogen concentration based on its training.

27. The device of claim 1 wherein the processor curve fits the attenuation spectrum, at least one component of the curve fit based on a Gaussian background spectrum.

28. The device of claim 1 wherein the processor estimates the nitrate-nitrogen concentration as a function of time of measurement and extrapolates the estimates to a final estimated nitrate-nitrogen concentration.

29. The device of claim 1 wherein a path of the light through the soil-extractant mixture is not more than 1 cm long.

30. The device of claim 29 wherein a path of the light through the soil-extractant mixture is not more than 2 mm long.

31. The device of claim 1 wherein a UV spectrum of the light source can be controlled separately from a visible spectrum of the light source.

32. The device of claim 31 wherein the light source includes two bulbs, one of which has a relatively stronger UV spectrum than the other, and which can be separately controlled.

33. The device of claim 1 further comprising:

a filter that filters the soil-extractant mixture, the light propagating through the filtered soil-extractant mixture.

34. The device of claim 1 wherein the light propagates through unfiltered soil-extractant mixture.

35. The device of claim 1 further comprising:

a centrifuge for separating the soil-extractant mixture, the light propagating through the separated soil-extractant mixture.

36. A method for measuring the nitrate-nitrogen concentration in soil based on attenuation over a spectral operating range, the method comprising:

generating light that spans the spectral operating range and includes wavelengths at least as short as 230 nm;

providing a soil-extractant mixture that attenuates the light;

detecting the attenuated light;

generating a soil spectral signal that indicates the light detected at different wavelengths across the spectral operating range;

estimating an attenuation spectrum of the soil-extractant mixture over the spectral operating range based on the soil spectral signal, wherein estimating the attenuation spectrum includes removing interference due to scattering from soil particles in the soil-extractant mixture using one of spectral deconvolution and curve-fitting; and

estimating the nitrate-nitrogen concentration based on the attenuation spectrum.