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 inSoil biology & biochemistry Vol. 43; no. 8; pp. 1714 - 1722
Main Authors Ros, Gerard H., Hanegraaf, Marjoleine C., Hoffland, Ellis, van Riemsdijk, Willem H.
Format Journal Article
LanguageEnglish
Published 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.
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.
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  givenname: Marjoleine C.
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  fullname: Hanegraaf, Marjoleine C.
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  givenname: Ellis
  surname: Hoffland
  fullname: Hoffland, Ellis
  organization: Wageningen University, Department of Soil Quality, P.O. Box 47, NL-6700 AA Wageningen, The Netherlands
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  givenname: Willem H.
  surname: van Riemsdijk
  fullname: van Riemsdijk, Willem H.
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Issue 8
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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Snippet Distinct extractable organic matter (EOM) fractions have been used to assess the capacity of soils to supply nitrogen (N). However, substantial uncertainty...
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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
URI https://dx.doi.org/10.1016/j.soilbio.2011.04.017
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Volume 43
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