Sendo o solo um dos principais pilares de sustentabilidade de todo sistema de produção, a análise integrada dos atributos edafobiológicos pode constituir-se em ferramenta importante para avaliar a qualidade do mesmo. O objetivo do trabalho foi avaliar a qualidade do solo em função das práticas agrícolas adotadas, mediante a análise integrada de atributos físicos, químicos e biológicos. A pesquisa foi realizada em 2006 e 2007 nas microrregiões de Ibiúna e Socorro, no estado de São Paulo, em pequenas propriedades familiares orgânicas e convencionais. Foram avaliados os atributos físicos, químicos e biológicos, mediante coletas de amostras de solos sob cultivo de hortaliças e em solos de mata ou pastagem. O levantamento de dados sobre as práticas agrícolas foi realizado em cada sistema de produção. Os dados obtidos foram submetidos à análise de componentes principais (ACP). A ACP identificou maior grau de similaridade entre os solos sob cultivo em Socorro e suas respectivas testemunhas que os solos de Ibiúna, nitidamente separados em função do seu uso (mata ou cultivo) e indicando melhor manejo dos mesmos em Socorro. De maneira geral, concluiu-se que as práticas agrícolas utilizadas na maioria das propriedades orgânicas e convencionais favoreceram a degradação do solo, devida principalmente ao revolvimento intensivo e à ausência de cobertura do solo. Estes fatores provocaram redução dos teores de matéria orgânica do solo, da biomassa microbiana, da emergência de plântulas e da estabilidade de agregados nas áreas de cultivo em relação às áreas testemunhas.

The soil is one of the most important sustainability columns of the production system. The integrated analysis of the edaphobiological attributes can be an important tool for soil quality evaluation. We evaluated the soil quality regarding the adopted agriculture practices, using the integrated analysis of physical, chemical and biological attributes. The research was carried out in Ibiúna and Socorro, São Paulo state, Brazil, in organic and conventional production, on small and family farms. Physical, chemical and biochemical parameters were evaluated during 2006 and 2007 in soils under vegetable cultivation, native forest or fallow, taken as reference of natural soil. Agricultural practices data were collected in each production system. The obtained data were submitted to principal component analysis (PCA). There was no pronounced grouping trend according to the production system, organic or conventional, but there was a grouping according to the soil use (forest/fallow land or cultivation). The PCA identified greater degree of similarity between Socorro's cultivation soil and its respective controls compared to Ibiuna's soil, clearly separated according to its use (forest or cropping), indicating better soil management in Socorro. In general, the results allow to conclude that agricultural practices in most of both organic and conventional production systems, caused soil degradation, due to, mainly, intensive soil tillage and no soil mulching, as indicated by the reduction of soil organic matter, microbial biomass, plant emergence and aggregate stability in cultivated areas relative to control ones.

A qualidade do solo foi avaliada após a incorporação de matéria orgânica e microrganismos eficazes (EM) em solo franco argiloso coletado em cultivos protegidos em Aranjuéz (Madrid). Os tratamentos constaram de solo (controle); solo + 50 ton./ha de esterco de animal (E50); E50 + EM (E50EM); solo + 30 ton/ha de restos de cultivos + plantas invasoras (RC30); RC30 + 30l/ha EM (RC30EM). Amostras de solo dos tratamentos foram tomadas após o tratamento, antes e após a incubação e analisadas usando os parâmetros físico-químicos e microbiológicos. Observou-se aumento significativo na produção de polissacarídeos, nas atividades enzimáticas esterases e fosfatases alcalina principalmente, nos tratamentos E50EM e RC30EM, sendo diretamente correlacionadas com a humificação da matéria orgânica, com a capacidade de campo e com a capacidade de intercâmbio catiônico. A partir desses resultados, pode se concluir que o solo tratado com microrganismos eficazes teve intensa atividade biológica, contribuindo para uma mais rápida humificação da matéria orgânica fresca e melhorando as propriedades fisico-química do solo, destacando os parâmetros microbiológicos como indicadores precoces de recuperação da qualidade do solo.

The soil quality was evaluated following the addition of organic matter and microorganisms to a clay loam soil collected in Aranjuez (Madrid) under controlled conditions of temperature and moisture, and over a period of three months. The following treatments were carried out: soil (control); soil + 50 t/ha of animal manure (E50); soil + 50 t/ha of animal manure + 30l/ha of effective microorganisms (E50EM); soil + 30 t/ha of combination of various green crop residues and weeds (RC30) and soil + 30 t/ha of combination of various green crop residues and weeds + 30l/ha of effective microorganisms (RC30EM). The soil samples were taken before and after the incubation and analysed using physical, chemical and microbiological parameters. A significant increase in the production of polysaccharides and alkaline phosphatase and esterase enzymes in the treatments E50EM and RC30EM was observed, being in direct correlation with the humification of the organic matter, with the water retention at field capacity, and with the cationic exchange capacity (CEC). It can be concluded that the incorporation of microorganisms EM potentialized the soil biological activity and improved physico-chemical soil properties, contributing to a quick humification of fresh organic matter. Those findings were proved by microbiological activities of exopolysaccharides by alcaline phosphatase and esterase enzymes, which can be used as earlier and integral soil health indicators.

One of the major interests in soil analysis is the evaluation of its chemical, physical and biological parameters, which are indicators of soil quality (the most important is the organic matter). Besides there is a great interest in the study of humic substances and on the assessment of pollutants, such as pesticides and heavy metals, in soils. Chemometrics is a powerful tool to deal with these problems and can help soil researchers to extract much more information from their data. In spite of this, the presence of these kinds of strategies in the literature has obtained projection only recently. The utilization of chemometric methods in soil analysis is evaluated in this article. The applications will be divided in four parts (with emphasis in the first two): (i) descriptive and exploratory methods based on Principal Component Analysis (PCA); (ii) multivariate calibration methods (MLR, PCR and PLS); (iii) methods such as Evolving Factor Analysis and SIMPLISMA; and (iv) artificial intelligence methods, such as Artificial Neural Networks.