ARTÍCULO
TITULO

Opportunities and limitations for the application of simulation and modeling as a support for precision farming

Antonio Odair Santos    
Marcio de Morisson Valeriano    
Jose Valdemar Gonzalez Maziero    
Antonio Carlos Cavalli (Author)    

Resumen

Precision farming has been suggested for the strategic management of agricultural crops on a smaller scale than total farm area, based on the use of information technology and agronomic know-how. In order to be successful in this activity, it is necessary to be able to manage the variation of plant and soil variables; this requires that data be collected and analyzed for decision-making process. The modeling of interactions between soil, weather and crop growth would be a natural choice for the integration and search for management strategies. However, further study of modeling for precision farming is needed, with regard to soil-structure and integrated-plant properties. An experiment was conducted in Angatuba, São Paulo, Brazil (23o33?S; 48o18?W; 670m), in which a maize crop was observed during two growing seasons (1999-2000) in two different areas where yield-related properties of soil and plant variables were monitored. Specific-site analyses were carried out in one area, using a simulation model based on a single sampling of soil properties. In the other area, the implementation potential of this new technology - with modeling and simulation as supporting tools - was discussed, based on the spatial structure of plant and soil variables, obtained in intensive sampling. Results from field observations suggest that modeling of biophysical processes is a fundamental tool for the implementation of precision farming, based on a realistic work scale and using sampling strategies from multiple sources, which should include remote sensing imagery. In the present case, grid soil sampling on a field scale was shown to be inconsistent with precision-farming needs, in terms of the extension of the application of modeling based on point processes, to the space of an area

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