Capítulo de Libro
Agricultural Management Changes in Pampean Soils Related to Rotation and Tillage: Impacts on Soil Organic Reservoirs
Título del libro: Soil Fertility: Characteristics, Processes and Management
Fecha de publicación:
2012
Editorial:
Nova Science Publishers
ISBN:
978-1-62081-087-3
Idioma:
Español
Clasificación temática:
Resumen
Pampean cropped area has doubled during the last four decades. A profound change in these agro-systems has been the introduction of soybean in crop rotations, replacing mainly corn, and at present it constitutes the most important grain crop. The significant increase in fertilizer rate and associated technological improvements resulted in crop yield increases that range between 100 and 200 %. Up to one meter depth, a soil organic carbon stock of 4.12 Gt was estimated using national soil survey information performed from 1960 and 1980. To asses the organic carbon stock at present, a soil sampling during 2007-2008 was performed at 386 sites distributed along the Pampas under contrasting vegetation types and land uses. With this information, an artificial neural network model was developed to predict organic carbon as a function of vegetation cover and land use. An organic carbon stock of 4.22 Gt was estimated using this model together with satellite imaging classification of common vegetation types and soil uses. Comparing these stocks leads to no great organic carbon changes in the last 40 years; nevertheless, significant decreases were observed at areas with high organic carbon; meanwhile, at areas with low organic carbon content no changes and even increases were detected. Microbial soil respiration was determined from seven long term field experiments and results were used to develop a neural network model that estimates organic carbon mineralization. Moreover, results of 113 experiments were used to formulate another neural network model to relate soybean, corn, and wheat yield to soil carbon inputs from crop residues. Combining the two latter models allowed the soil carbon balance estimation for different crop rotations and soils. In fact, soil carbon balances are less negative than 40 years ago or turned out positive in soils with low carbon, even though soybean was introduced in crop rotations. A feasible explanation is that yield increases and the related increase in carbon input from residues, in straw and roots, have compensated the lower biomass soybean production compared to corn. No-till adoption by farmers in the Pampas was massive and at the moment in 70 % of the cropped area this tillage system is applied. Information from 17 tillage experiments performed in the region was used to perform a meta-analysis that shows that under no-till management soil carbon at surface increases 5 % in rich organic matter soils and 15 % in low organic matter soils. The lower carbon residue input from soybean can be counterbalanced by the no-till system effect which helps soil carbon level maintenance. The neural network models predict that soil organic carbon content in some pampean areas will decrease in the future if the soybean proportion in crop rotations is not reduced. The soybean biological nitrogen fixation was accounted for by 10 field experiments were 15N was used and a model was developed that relates grain yield to fixed nitrogen. Agro-system nitrogen balance was calculated, fertilizer nitrogen and fixed nitrogen are inputs and nitrogen in harvested grains is the output. Biologically fixed nitrogen is 4-fold the amount of nitrogen that enters by fertilization. The nitrogen balance of soybean is slightly negative compared to corn, which is more negative. The inclusion of soybean in crop rotations results in an input-output ratio of nitrogen that approximates to one for the region.
Palabras clave:
Suelos
,
Fertilidad
,
Red neuronal artificial
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Capítulos de libros de OFICINA DE COORDINACION ADMINISTRATIVA PQUE. CENTENARIO
Capítulos de libros de OFICINA DE COORDINACION ADMINISTRATIVA PQUE. CENTENARIO
Citación
Alvarez, Roberto; Agricultural Management Changes in Pampean Soils Related to Rotation and Tillage: Impacts on Soil Organic Reservoirs; Nova Science Publishers; 2012; 29-54
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