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Climate will place limits on staple crops, and the variability of yields will also increase year to year, the IPCC concludes.
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Utilizing site-specific management zones would help manage the within-field variability of yield-limiting soil chemical and physical properties.
The objective of this paper is to demonstrate how high-resolution satellite and unmanned aerial vehicle (UAV) images can be used to assess the spatial variability of yield, and yield response to fertilizer.
That even relatively smooth precipitation series lead to varying yields becomes evident when the observed decadic variability of the yields is compared with the variability of precipitation.
Previous research has extensively looked at spatial variability of crop yields at field scale, but studies designed to predict within-field spatial patterns of yield over a large number of fields as yet been reported.
Some reports have focused mostly on the difference in the isolation methods, handling, variability of cell yields and mode of administration [37, 38].
Improved knowledge of watershed-scale spatial and temporal variability of sediment yields (SY) is needed to design erosion control strategies, particularly in the most severely eroded areas.
The objective of this work was to examine: (i) the spatial variability of soybean yields across an agricultural field with different soils and inputs; (ii) how spatial variability in soil properties translates into the variability of measured and predicted yields; (iii) how scaling soil properties affects model accuracy in predicting soybean yields for different weather conditions.
Climate change is projected to progressively increase inter-annual variability of crop yields in many regions.
To cope with the variability of mango fruit yields observed in the field, a set of RF models was developed to estimate the minimum, mean and maximum values for each of the mango fruit yields, namely "total yield" and "number of marketable mango fruit".
This increased the risk of yield loss and the year-to-year variability of grain yield.
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