Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
  • Applied Spectroscopy
  • Vol. 67,
  • Issue 9,
  • pp. 1106-1110
  • (2013)

Real-Time Sensing of Soil Nitrate Concentration in the Parts per Million Range While the Soil Is in Motion

Not Accessible

Your library or personal account may give you access

Abstract

Reactive nitrogen (Nr) is a term used to describe non-nitrogen gas (non-N<sub>2</sub>) forms of nitrogen (N) in the biosphere. It causes major pollution problems when it occurs in excess, and it has many sources, including fertilizers used in production agriculture. Currently there is no on-the-go soil nitrate sensor that could guide the application of the optimal amount of fertilizer, which often varies significantly within a field. We report for the first time nitrate-in-soil measurements performed on moving soil samples at concentration levels relevant for fertilizer application. An infrared emission technique called transient infrared spectroscopy (TIRS) was tested on soil samples spiked with different nitrate concentrations in the parts-per-million range and moving at a velocity of 2.6 m/s (5.8 miles per hour) in the laboratory. The TIRS Fourier transform infrared (FT-IR) spectra were modeled by partial least squares and produced a standard error of cross-validation (SECV) of 6.3 parts per million (ppm) N and an <i>R</i><sup>2</sup> of 0.938 for 512-scan spectra. These results are compared to those using fewer TIRS scans and to those from photoacoustic spectroscopy (PAS) and diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) measurements on stationary samples. TIRS 128-, 32-, and 8-scan spectra yielded SECVs of 11.2, 11.4, and 18.4 ppm N and <i>R</i><sup>2</sup> values of 0.800, 0.831, and 0.583, respectively. The PAS and DRIFTS measurements produced SECVs of 12.4 and 9.0 ppm N and <i>R</i><sup>2</sup> values of 0.766 and 0.876, respectively.

PDF Article
More Like This
Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy

Zhidan Lin, Rujing Wang, Yubing Wang, Liusan Wang, Cuiping Lu, Yang Liu, Zhengyong Zhang, and Likai Zhu
Appl. Opt. 57(18) D69-D73 (2018)

Low cost “laserless” FTIR spectrometer on the farm for real-time nitrous oxide soil emission measurements

Karl Henrik Haugholt, Matthieu Lacolle, Marion O’Farrell, Atle Honne, Kari Anne Hestnes Bakke, and Aina Lundon
Appl. Opt. 52(4) B93-B101 (2013)

Development of a spectrometer using a continuous wave distributed feedback quantum cascade laser operating at room temperature for the simultaneous analysis of N2O and CH4 in the Earth's atmosphere

Lilian Joly, Claude Robert, Bertrand Parvitte, Valery Catoire, Georges Durry, Guy Richard, Bernard Nicoullaud, and Virginie Zéninari
Appl. Opt. 47(9) 1206-1214 (2008)

Cited By

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.