TY - JOUR
T1 - Detección de estrés hídrico en brocoli (brassica oleracea var.
itálica), utilizando ndvi sobre imágenes multiespecttrales capturadas a corta distancia
AU - Tacuri Espinoza, Victor Eduardo
AU - Lupercio Novillo, Rosa Lucia
AU - Lopez Espinoza, Mateo Damian
AU - rocio Quito Yanza, Nancy Del
PY - 2020
Y1 - 2020
N2 - The spectral response of the vegetation provides valuable
information on its biophysical and physiological characteristics. The objective was to
detect water stress during broccoli foliar development, by calculating the normalized
difference vegetation index (NDVI) on multispectral images (RED, NIR), captured at a short
distance (2,4mm pixel) in order to provide an alternative tool that does not sacrifice the
crop and allows more timely decision making. Multispectral images were captured of 120
plants subjected to instantaneous water stress, applying different irrigation doses:
T1-Anegamiento, T2, T3 and T4 at 25-50-75% respectively, in reference to the Field Capacity
and T5-Control; for thirteen days, in two periods: 45 and 75 days after transplantation. In
parallel, physiological variables such as: stomatal conductance and relative water content
were recorded. The NDVI was calculated. Findings were validated by comparing NDVI with
stomatal conductance and relative water content. The results were statistically significant
with a confidence level P = 0,05, for the 45-day period, strong correlation values R = 0,71
were determined when comparing the NDVI with the physiological variables; Unlike the 75-day
period, R values are weak and less than 0,45. This study allowed to deepen in the knowledge
of the spectral response of the broccoli crop in its vegetative development. In addition, it
shows the utility of the NDVI at the plot scale, as a rapid, alternative and non-destructive
approach to estimate water stress in crops for more timely decisions.
AB - The spectral response of the vegetation provides valuable
information on its biophysical and physiological characteristics. The objective was to
detect water stress during broccoli foliar development, by calculating the normalized
difference vegetation index (NDVI) on multispectral images (RED, NIR), captured at a short
distance (2,4mm pixel) in order to provide an alternative tool that does not sacrifice the
crop and allows more timely decision making. Multispectral images were captured of 120
plants subjected to instantaneous water stress, applying different irrigation doses:
T1-Anegamiento, T2, T3 and T4 at 25-50-75% respectively, in reference to the Field Capacity
and T5-Control; for thirteen days, in two periods: 45 and 75 days after transplantation. In
parallel, physiological variables such as: stomatal conductance and relative water content
were recorded. The NDVI was calculated. Findings were validated by comparing NDVI with
stomatal conductance and relative water content. The results were statistically significant
with a confidence level P = 0,05, for the 45-day period, strong correlation values R = 0,71
were determined when comparing the NDVI with the physiological variables; Unlike the 75-day
period, R values are weak and less than 0,45. This study allowed to deepen in the knowledge
of the spectral response of the broccoli crop in its vegetative development. In addition, it
shows the utility of the NDVI at the plot scale, as a rapid, alternative and non-destructive
approach to estimate water stress in crops for more timely decisions.
KW - Agricultura de precisión; Brócoli; Estrés hídrico; Imágenes multiespectrales; NDVI
KW - Agricultura de precisión; Brócoli; Estrés hídrico; Imágenes
multiespectrales; NDVI
UR - https://dspace.ucuenca.edu.ec/items/429d4ac5-f75e-4746-a987-3a0f3a88d7dd
M3 - Artículo
SN - 2528-8083
JO - Journal of Science and Research
JF - Journal of Science and Research
ER -