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The geospatial crop model showed evidence of both spatial and temporal variability of crop yield at the county level.
They accounted for 76% and 74% of the variability of crop N status, respectively, just prior to stem elongation (Zadoks 24).
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.
Climate change is projected to progressively increase inter-annual variability of crop yields in many regions.
According to Cardille et al. [ 2002], census officials report that crop planted area is reliable for the census date, particularly for farmers having access to formal financial aid, although interannual variability of crop areas can be high compared to pasture areas which are more stable.
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Organic farming systems ensure built-in capacity to maintain and increase soil health and fertility leading to sustained increase in yield and production and low variability of crops which result to the stabilization and high jump in income and sustainability in agriculture.
Observations of the normalized difference vegetation index (NDVI) from aerial imagery can be used to infer the spatial variability of basal crop coefficients (Kcb), which in turn provide a means to estimate variable crop water use within irrigated fields.
Pathak's extension work, which is 60% of his appointment (the remainder is research), consists of advising farmers about impacts of climate variability on crops in the Central Valley.
The main challenge when controlling agricultural machinery is the biological variability of the incoming crop.
These all strategies are crucial to cope with the shortage of food and income resulted from the variability of rainfall and crop productivity.
Recent advances in on-the-go soil sensing, terrain modelling and yield mapping have made available large quantities of information about the within-field variability of soil and crop properties.
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