Predicting soil N mineralization: Relevance of organic matter fractions and soil properties
Distinct extractable organic matter (EOM) fractions have been used to assess the capacity of soils to supply nitrogen (N). However, substantial uncertainty exists on their role in the N cycle and their functional dependency on soil properties. We therefore examined the variation in mineralizable N a...
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Published in | Soil biology & biochemistry Vol. 43; no. 8; pp. 1714 - 1722 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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Amsterdam
Elsevier Ltd
01.08.2011
Elsevier |
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Abstract | Distinct extractable organic matter (EOM) fractions have been used to assess the capacity of soils to supply nitrogen (N). However, substantial uncertainty exists on their role in the N cycle and their functional dependency on soil properties. We therefore examined the variation in mineralizable N and its relationship with EOM fractions, soil physical and chemical properties across 98 agricultural soils with contrasting inherent properties and management histories. Mineralizable N was determined by aerobic incubation at 20 °C and optimum moisture content for 20 weeks. We used multivariate statistical modelling to account for multi-collinearity, an issue generally overlooked in studies evaluating the predictive value of EOM fractions. Mineralization of N was primarily related to the size of OM pools and fractions present; they explained 78% of the variation in mineralizable N whereas other soil variables could explain maximally 8%. Both total and extractable OM expressed the same soil characteristic from a mineralization perspective; they were positively related to mineralizable N and explained a similar percentage of the variation in mineralizable N. Inclusion of mineralizable N in fertilizer recommendation systems should be based on at least one OM variable. The most appropriate EOM fraction can only be identified when the underlying mechanisms are known; regression techniques are not suitable for this purpose. Combination of single EOM fractions is not likely to improve the prediction of mineralizable N due to high multi-collinearity. Inclusion of texture-related soil variables or variables reflecting soil organic matter quality may be neglected due to their limited power to improve the prediction of mineralizable N.
► Mineralization of soil organic N primarily depends on organic matter pools. ► Soil texture, OM quality and acidity have few power to predict N mineralization in soils. ► Current extractable organic matter (EOM) fractions express the same soil characteristic. ► Combining single EOM fractions does not improve the prediction of N mineralization. ► Knowledge of underlying mechanisms is required to select a functional EOM fraction. |
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AbstractList | Distinct extractable organic matter (EOM) fractions have been used to assess the capacity of soils to supply nitrogen (N). However, substantial uncertainty exists on their role in the N cycle and their functional dependency on soil properties. We therefore examined the variation in mineralizable N and its relationship with EOM fractions, soil physical and chemical properties across 98 agricultural soils with contrasting inherent properties and management histories. Mineralizable N was determined by aerobic incubation at 20 °C and optimum moisture content for 20 weeks. We used multivariate statistical modelling to account for multi-collinearity, an issue generally overlooked in studies evaluating the predictive value of EOM fractions. Mineralization of N was primarily related to the size of OM pools and fractions present; they explained 78% of the variation in mineralizable N whereas other soil variables could explain maximally 8%. Both total and extractable OM expressed the same soil characteristic from a mineralization perspective; they were positively related to mineralizable N and explained a similar percentage of the variation in mineralizable N. Inclusion of mineralizable N in fertilizer recommendation systems should be based on at least one OM variable. The most appropriate EOM fraction can only be identified when the underlying mechanisms are known; regression techniques are not suitable for this purpose. Combination of single EOM fractions is not likely to improve the prediction of mineralizable N due to high multi-collinearity. Inclusion of texture-related soil variables or variables reflecting soil organic matter quality may be neglected due to their limited power to improve the prediction of mineralizable N. Distinct extractable organic matter (EOM) fractions have been used to assess the capacity of soils to supply nitrogen (N). However, substantial uncertainty exists on their role in the N cycle and their functional dependency on soil properties. We therefore examined the variation in mineralizable N and its relationship with EOM fractions, soil physical and chemical properties across 98 agricultural soils with contrasting inherent properties and management histories. Mineralizable N was determined by aerobic incubation at 20 °C and optimum moisture content for 20 weeks. We used multivariate statistical modelling to account for multi-collinearity, an issue generally overlooked in studies evaluating the predictive value of EOM fractions. Mineralization of N was primarily related to the size of OM pools and fractions present; they explained 78% of the variation in mineralizable N whereas other soil variables could explain maximally 8%. Both total and extractable OM expressed the same soil characteristic from a mineralization perspective; they were positively related to mineralizable N and explained a similar percentage of the variation in mineralizable N. Inclusion of mineralizable N in fertilizer recommendation systems should be based on at least one OM variable. The most appropriate EOM fraction can only be identified when the underlying mechanisms are known; regression techniques are not suitable for this purpose. Combination of single EOM fractions is not likely to improve the prediction of mineralizable N due to high multi-collinearity. Inclusion of texture-related soil variables or variables reflecting soil organic matter quality may be neglected due to their limited power to improve the prediction of mineralizable N. ► Mineralization of soil organic N primarily depends on organic matter pools. ► Soil texture, OM quality and acidity have few power to predict N mineralization in soils. ► Current extractable organic matter (EOM) fractions express the same soil characteristic. ► Combining single EOM fractions does not improve the prediction of N mineralization. ► Knowledge of underlying mechanisms is required to select a functional EOM fraction. Distinct extractable organic matter (EOM) fractions have been used to assess the capacity of soils to supply nitrogen (N). However, substantial uncertainty exists on their role in the N cycle and their functional dependency on soil properties. We therefore examined the variation in mineralizable N and its relationship with EOM fractions, soil physical and chemical properties across 98 agricultural soils with contrasting inherent properties and management histories. Mineralizable N was determined by aerobic incubation at 20 degree C and optimum moisture content for 20 weeks. We used multivariate statistical modelling to account for multi-collinearity, an issue generally overlooked in studies evaluating the predictive value of EOM fractions. Mineralization of N was primarily related to the size of OM pools and fractions present; they explained 78% of the variation in mineralizable N whereas other soil variables could explain maximally 8%. Both total and extractable OM expressed the same soil characteristic from a mineralization perspective; they were positively related to mineralizable N and explained a similar percentage of the variation in mineralizable N. Inclusion of mineralizable N in fertilizer recommendation systems should be based on at least one OM variable. The most appropriate EOM fraction can only be identified when the underlying mechanisms are known; regression techniques are not suitable for this purpose. Combination of single EOM fractions is not likely to improve the prediction of mineralizable N due to high multi-collinearity. Inclusion of texture-related soil variables or variables reflecting soil organic matter quality may be neglected due to their limited power to improve the prediction of mineralizable N. |
Author | Hanegraaf, Marjoleine C. Ros, Gerard H. Hoffland, Ellis van Riemsdijk, Willem H. |
Author_xml | – sequence: 1 givenname: Gerard H. surname: Ros fullname: Ros, Gerard H. email: gerard.ros@wur.nl, gerard.ros@gmail.com organization: Wageningen University, Department of Soil Quality, P.O. Box 47, NL-6700 AA Wageningen, The Netherlands – sequence: 2 givenname: Marjoleine C. surname: Hanegraaf fullname: Hanegraaf, Marjoleine C. organization: Nutriënten Management Instituut, NMI B.V., P.O. Box 250, NL-6700 AG Wageningen, The Netherlands – sequence: 3 givenname: Ellis surname: Hoffland fullname: Hoffland, Ellis organization: Wageningen University, Department of Soil Quality, P.O. Box 47, NL-6700 AA Wageningen, The Netherlands – sequence: 4 givenname: Willem H. surname: van Riemsdijk fullname: van Riemsdijk, Willem H. organization: Wageningen University, Department of Soil Quality, P.O. Box 47, NL-6700 AA Wageningen, The Netherlands |
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Keywords | Soil organic matter Mineralizable nitrogen Extractable organic nitrogen Multivariate analysis Soil properties Organic nitrogen Organic matter Extractability Prediction Property of soil Soils Nitrogen cycle Mineralization Soil science |
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SubjectTerms | agricultural soils Agronomy. Soil science and plant productions availability Biochemistry and biology Biological and medical sciences carbon chemical methods Chemical, physicochemical, biochemical and biological properties Extractable organic nitrogen forest soils Fundamental and applied biological sciences. Psychology grassland soils indexes microbial biomass Mineralizable nitrogen mineralization Multivariate analysis nitrogen nitrogen fertilizers nitrogen mineralization Organic matter Physics, chemistry, biochemistry and biology of agricultural and forest soils prediction respiration Soil organic matter soil physical properties Soil properties Soil science statistical models temperature uncertainty water content |
Title | Predicting soil N mineralization: Relevance of organic matter fractions and soil properties |
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