The Effectiveness of Three Vegetation Indices Obtained from a Canopy Sensor in Identifying Sugarcane Response to Nitrogen

Autor(es)

do Amaral, Lucas Rios ^[1] ; Molin, Jose Paulo ^[1]

Afiliação do(s) autor(es)

^[1] Univ Sao Paulo, Luiz de Queiroz Coll Agr, Dep Biosyst Engn, Piracicaba, SP - Brazil

• Tipo de documento: Artigo Científico
• Fonte: AGRONOMY JOURNAL; v. 106, n. 1, p. 273-280, JAN-FEB 2014.
• Citações Web of Science: 14

Resumo

Methods for estimating the N response of sugarcane (Saccharum spp.) while considering a variable rate of N application are required to allow for improved nitrogen use efficiency (NUE) and higher yields. The objectives of this work were to compare the performance of three vegetation indices obtained from canopy sensor data to assess N in sugarcane fields at various crop stalk height as well as to determine the ability of these in-season sensor readings to predict the response of yield to N. Seven experiments were conducted in Brazil under different site conditions from 2009 to 2011. The treatments comprised five N application rates ranging from 0 to 200 kg N ha(-1). A CropCircle canopy sensor (model ACS-210, Holland Scientific Inc., Lincoln, NE) was used to determine the amber normalized difference vegetation index (aNDVI), chlorophyll index (CI), and inverse of the simple ratio (ISR) at different crop stalk heights. The N application increased the yield in only three fields (p < 0.1). The best results using the canopy sensor readings, chlorophyll and leaf N content were found when the average crop stalk height was between 0.4 and 0.7 m. A weak relationship was observed between the vegetation indices and N from tissue analyses. The best results were obtained with the ISR due to its high r(2), low root mean square error (RMSE), and consequently higher SEq with respect to sugarcane yield. The canopy reflectance sensor is a useful tool for identifying the variability within fields and to determine the variable rate of in-season N fertilizer application in sugarcane fields. (AU)

• Processo FAPESP: 11/08882-7 - Gestão da adubação nitrogenada em taxas variáveis na cultura da cana-de-açúcar a partir de sensores óticos terrestres
• Beneficiário: Lucas Rios do Amaral
• Modalidade de apoio: Bolsas no Brasil - Doutorado
• Processo FAPESP: 09/03372-0 - Gestão da adubação nitrogenada em cana-de-açúcar utilizando sensor ótico ativo terrestre
• Beneficiário: Lucas Rios do Amaral
• Modalidade de apoio: Bolsas no Brasil - Mestrado