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Evaluating satellite remote sensing as a method for measuring yield variability in Avocado and Macadamia tree crops
- Source :
- University of New England Australia
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Abstract
- This paper evaluates the potential of very high resolution multispectral (Worldview-3) satellite imagery for mapping yield parameters in avocado and macadamia orchards. An evaluation of 18 structural and pigment based vegetation indices (VIs) derived from Worldview-3 imagery identified a positive relationship to nut/ fruit weight (kg/tree) R2>0.69 for macadamia and R2>0.68 for avocado; and nut/ fruit number (per tree) R2>0.6 for macadamia and R2>0.61 for avocado. Using the algorithms derived between the optimal VI and the measured parameter, yield and nut/ fruit number maps were derived for each block. In the absence of a commercial yield monitor, the resulting yield maps offer significant benefit to growers for improving orchard management, harvest scheduling, and forward selling decisions.
- Subjects :
- Nut
010504 meteorology & atmospheric sciences
0211 other engineering and technologies
02 engineering and technology
General Medicine
Vegetation
01 natural sciences
Yield mapping
Tree (data structure)
Agronomy
Yield (wine)
Satellite remote sensing
Satellite imagery
Orchard
021101 geological & geomatics engineering
0105 earth and related environmental sciences
Mathematics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- University of New England Australia
- Accession number :
- edsair.doi.dedup.....3b21d64544675e146a6823e21e61101a