Optimisation of soil VIS–NIR sensor-based variable rate application system of soil phosphorus

• Published in: Soil & tillage research Vol. 94; no. 1; pp. 239 - 250
• Main Authors: Maleki, M.R., Mouazen, A.M., Ramon, H., De Baerdemaeker, J.
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier B.V 01-05-2007; Elsevier
• Subjects: agricultural soils; Agronomy. Soil science and plant productions; Biological and medical sciences; equations; fertilizer application; Fundamental and applied biological sciences. Psychology; General agronomy. Plant production; Near infrared; Nitrogen, phosphorus, potassium fertilizations; On-the-go; Phosphorous fertilisation; phosphorus; portable equipment; sensors; Soil science; Soil sensor; soil spectra; Soil-plant relationships. Soil fertility. Fertilization. Amendments; spectral analysis; spectrophotometers; statistical models; Variable rate technology; Visible; On-the-go; Visible; Phosphorous fertilisation; Variable rate technology; Soil sensor; Near infrared; Measurement sensor; Phosphorus; Visible spectrometry; Phosphorus fertilization; Optimization; Near infrared radiation; Reflection spectrometry; Soils; Near infrared spectrometry; Application rates; Soil science
• ISSN: 0167-1987; 1879-3444
• DOI: 10.1016/j.still.2006.07.016

Uniform phosphorous fertilisation has economical, ecological and agronomical shortcomings. This study was undertaken to optimise the variable rate (VR) elemental P application using a previously developed on-the-go visible (VIS) and near infrared (NIR) soil sensor. This VIS–NIR sensor consists of a chisel unit, to which the optical unit to detect soil extractable phosphorous (P-ext) was attached. A mobile, fibre-type VIS–NIR spectrophotometer (Zeiss Corona 45 visnir, Germany
) with a measurement range between 305 and 1711
nm was used to measure soil spectra in reflectance mode. On-the-go measurement of soil spectra was carried out in two fields (A and B) situated near Leuven in Belgium. From the spectra, P-ext was calculated in soil and subsequently the required elemental P was determined. Different averaging windows (AW) of the predicted P-ext from successive spectra (2–22) and five recommendation classification intervals (RCI) of elemental P of 20, 10, 5, 2 and 1
kg
ha
−1 were assigned and tested. The VR of elemental P was compared with uniform rate (UR) application. Results showed that among the five RCIs, the minimum elemental P application rate was for interval of 5
kg
ha
−1, with small differences of among the different RCIs. In the fields under study, the amount of elemental P fertiliser according to the VR approach was higher than the UR application with an extra elemental P of 4 and 2.38
kg
ha
−1 for fields A and B, respectively. However, this higher elemental P fertiliser recommendation of VR is only valid when an equal number of samples (1200 in field A and 660 in field B) is considered for both VR and UR methods. Larger amounts of elemental P fertiliser were needed for plots and/or fields having higher variation in measured P-ext. The results also showed that in both fields the application rate decreased with larger AWs. Averaging of less than five P-ext successive values was not a proper choice with any RCIs due to the large deviation between the target and classified elemental P into the different RCIs. The combination of RCI 5 and AW between 10 and 15 is recommended to provide a good matching between uniform and applied elemental P at low cost.