Protocol for multivariate homogeneous zone delineation in precision agriculture
- Córdoba, Mariano
- Bruno, Cecilia Ines
- Costa, Jose Luis
- Peralta, Nahuel Raúl
- Balzarini, Monica Graciela
DOIAbstract
Uniform management of agricultural fields has been increasingly replaced with environmentally based management, which is benefited by the identification of homogeneous zones within crop fields. Such zones are based on the classification of field sites into groups of homogeneous features. Multiple causative agents of variability and the response of agricultural crops should be considered for zoning. Several correlated variables are usually measured and georeferenced for this purpose at multiple sites within the field. This paper presents an approach to promoting the integration of different statistical tools for identifying homogeneous zones based on site covariates. The methodological innovation of this work involves cleaning and re-scaling...
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