Articles | Volume 12, issue 11
https://doi.org/10.5194/bg-12-3415-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/bg-12-3415-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
05 Jun 2015
Research article |
| 05 Jun 2015
Use of near-infrared spectroscopy to assess phosphorus fractions of different plant availability in forest soils
J. Niederberger
CORRESPONDING AUTHOR
Chair of Silviculture, Institute of Forest Sciences, University of Freiburg, Freiburg, Germany
B. Todt
Chair of Silviculture, Institute of Forest Sciences, University of Freiburg, Freiburg, Germany
A. Boča
Wildland Resources Department, Utah State University, Logan, UT, USA
R. Nitschke
Chair of Silviculture, Institute of Forest Sciences, University of Freiburg, Freiburg, Germany
M. Kohler
Chair of Silviculture, Institute of Forest Sciences, University of Freiburg, Freiburg, Germany
Department of Geosciences, Physical Geography and Soil Science, University of Tübingen, Tübingen, Germany
J. Bauhus
Chair of Silviculture, Institute of Forest Sciences, University of Freiburg, Freiburg, Germany
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Cited
38 citations as recorded by crossref.
- Digital Soil Mapping of Soil Properties in the “Mar de Morros” Environment Using Spectral Data P. Campbell et al. 10.1590/18069657rbcs20170413
- Estimating soil chemical properties by diffuse reflectance spectroscopy: Promise versus reality M. McBride 10.1111/ejss.13192
- Benquerencia (La Serena - Spain) rock art: An integrated spectroscopy analysis with FTIR and Raman P. Rosina et al. 10.1016/j.heliyon.2019.e02561
- Estimation of soil organic carbon and total nitrogen in different soil layers using VNIR spectroscopy: Effects of spiking on model applicability Q. Jiang et al. 10.1016/j.geoderma.2017.01.030
- Fast measurement of phosphates and ammonium in fermentation-like media: A feasibility study K. Pontius et al. 10.1016/j.nbt.2019.11.006
- Importance of overstorey attributes for understorey litter production and nutrient cycling in European forests D. Landuyt et al. 10.1186/s40663-020-00256-x
- Soil phosphorus availability mediates the effects of nitrogen addition on community- and species-level phosphorus-acquisition strategies in alpine grasslands Z. Guan et al. 10.1016/j.scitotenv.2023.167630
- Calibration of Near-Infrared Spectra for Phosphorus Fractions in Grassland Soils on the Tibetan Plateau Z. Cao et al. 10.3390/agronomy12040783
- Toward a methodical framework for comprehensively assessing forest multifunctionality S. Trogisch et al. 10.1002/ece3.3488
- The relevance of different soil phosphorus fractions for short-term tree nutrition: results from a mesocosm bioassay J. Niederberger et al. 10.1093/forestry/cpw050
- Predicting soil phosphorus and studying the effect of texture on the prediction accuracy using machine learning combined with near-infrared spectroscopy R. Reda et al. 10.1016/j.saa.2020.118736
- Combining Laser-Induced Breakdown Spectroscopy (LIBS) and Visible Near-Infrared Spectroscopy (Vis-NIRS) for Soil Phosphorus Determination S. Sánchez-Esteva et al. 10.3390/s20185419
- Combining mid infrared spectroscopy with stacked generalisation machine learning for prediction of key soil properties S. Nawar & A. Mouazen 10.1111/ejss.13323
- Intra-specific leaf trait variability ofF. sylvatica,Q. petraeaandP. abiesin response to inter-specific competition and implications for forest functioning H. Serrano-León et al. 10.1093/treephys/tpab109
- Downregulation of PSI regulates photosynthesis in early successional tree species. Evidence from a field survey across European forests M. Pollastrini et al. 10.1016/j.jpap.2022.100145
- Screening of phosphate-solubilizing bacteria and their abilities of phosphorus solubilization and wheat growth promotion Z. Wang et al. 10.1186/s12866-022-02715-7
- Visible near infrared reflectance spectroscopy to predict soil phosphorus pools in chernozems of Saskatchewan, Canada D. Abdi et al. 10.1016/j.geodrs.2016.02.004
- Simulating long-term phosphorus, nitrogen, and carbon dynamics to advance nutrient assessment in dryland cropping B. Das et al. 10.1016/j.fcr.2022.108590
- Soil Phosphorus Modeling for Modern Agriculture Requires Balance of Science and Practicality: A Perspective B. Das et al. 10.2134/jeq2019.05.0201
- Allocation of foliar-P fractions of Alhagi sparsifolia and its relationship with soil-P fractions and soil properties in a hyperarid desert ecosystem Y. Gao et al. 10.1016/j.geoderma.2021.115546
- Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking D. Zhao et al. 10.1016/j.compag.2021.105990
- Evaluation of Near Infrared Spectroscopy (NIRS) for Estimating Soil Organic Matter and Phosphorus in Mediterranean Montado Ecosystem J. Serrano et al. 10.3390/su13052734
- Model Exploration and Application of Near-Infrared Spectroscopy for Species Separation and Quantification during Mixed Litter Decomposition in Subtropical Forests of China N. Zou et al. 10.3390/f15040637
- Prediction of chemical and biological variables of soil in grazing areas with visible- and near-infrared spectroscopy M. Gandariasbeitia et al. 10.1016/j.geoderma.2017.05.045
- Estimation of soil phosphorus availability via visible and near-infrared spectroscopy M. Souza et al. 10.1590/1678-992x-2018-0295
- Effects of winter grazing and N addition on soil phosphorus fractions in an alpine grassland on the Qinghai-Tibet Plateau Z. Guan et al. 10.1016/j.agee.2023.108700
- Phosphorus in forest ecosystems: New insights from an ecosystem nutrition perspective F. Lang et al. 10.1002/jpln.201500541
- Taxonomic and ecological relevance of the chlorophyll a fluorescence signature of tree species in mixed European forests M. Pollastrini et al. 10.1111/nph.14026
- Can periodic phosphorus fertilizer applications reduce the risk of P loss ? Y. Wang et al. 10.1007/s10705-021-10184-z
- Empower Innovations in Routine Soil Testing J. Reijneveld et al. 10.3390/agronomy12010191
- Distribution of phosphorus fractions with different plant availability in German forest soils and their relationship with common soil properties and foliar P contents J. Niederberger et al. 10.5194/soil-5-189-2019
- Clay content prediction using spectra data collected from the ground to space platforms in a smallholder tropical area H. Bellinaso et al. 10.1016/j.geoderma.2021.115116
- Application of near-infrared reflectance for quantitative assessment of soil properties E. Mohamed et al. 10.1016/j.ejrs.2017.02.001
- Phosphorus speciation and C:N:P stoichiometry of functional organic matter fractions in temperate forest soils S. Stahr et al. 10.1007/s11104-017-3394-7
- Physiological significance of forest tree defoliation: Results from a survey in a mixed forest in Tuscany (central Italy) M. Pollastrini et al. 10.1016/j.foreco.2015.11.018
- Tree diversity affects chlorophyllafluorescence and other leaf traits of tree species in a boreal forest M. Pollastrini et al. 10.1093/treephys/tpw132
- A review of the application of near-infrared spectroscopy (NIRS) in forestry Y. Wang et al. 10.1080/05704928.2021.1875481
- Status and advances in technologies for phosphorus species detection and characterization in natural environment- A comprehensive review M. Alam et al. 10.1016/j.talanta.2021.122458
38 citations as recorded by crossref.
- Digital Soil Mapping of Soil Properties in the “Mar de Morros” Environment Using Spectral Data P. Campbell et al. 10.1590/18069657rbcs20170413
- Estimating soil chemical properties by diffuse reflectance spectroscopy: Promise versus reality M. McBride 10.1111/ejss.13192
- Benquerencia (La Serena - Spain) rock art: An integrated spectroscopy analysis with FTIR and Raman P. Rosina et al. 10.1016/j.heliyon.2019.e02561
- Estimation of soil organic carbon and total nitrogen in different soil layers using VNIR spectroscopy: Effects of spiking on model applicability Q. Jiang et al. 10.1016/j.geoderma.2017.01.030
- Fast measurement of phosphates and ammonium in fermentation-like media: A feasibility study K. Pontius et al. 10.1016/j.nbt.2019.11.006
- Importance of overstorey attributes for understorey litter production and nutrient cycling in European forests D. Landuyt et al. 10.1186/s40663-020-00256-x
- Soil phosphorus availability mediates the effects of nitrogen addition on community- and species-level phosphorus-acquisition strategies in alpine grasslands Z. Guan et al. 10.1016/j.scitotenv.2023.167630
- Calibration of Near-Infrared Spectra for Phosphorus Fractions in Grassland Soils on the Tibetan Plateau Z. Cao et al. 10.3390/agronomy12040783
- Toward a methodical framework for comprehensively assessing forest multifunctionality S. Trogisch et al. 10.1002/ece3.3488
- The relevance of different soil phosphorus fractions for short-term tree nutrition: results from a mesocosm bioassay J. Niederberger et al. 10.1093/forestry/cpw050
- Predicting soil phosphorus and studying the effect of texture on the prediction accuracy using machine learning combined with near-infrared spectroscopy R. Reda et al. 10.1016/j.saa.2020.118736
- Combining Laser-Induced Breakdown Spectroscopy (LIBS) and Visible Near-Infrared Spectroscopy (Vis-NIRS) for Soil Phosphorus Determination S. Sánchez-Esteva et al. 10.3390/s20185419
- Combining mid infrared spectroscopy with stacked generalisation machine learning for prediction of key soil properties S. Nawar & A. Mouazen 10.1111/ejss.13323
- Intra-specific leaf trait variability ofF. sylvatica,Q. petraeaandP. abiesin response to inter-specific competition and implications for forest functioning H. Serrano-León et al. 10.1093/treephys/tpab109
- Downregulation of PSI regulates photosynthesis in early successional tree species. Evidence from a field survey across European forests M. Pollastrini et al. 10.1016/j.jpap.2022.100145
- Screening of phosphate-solubilizing bacteria and their abilities of phosphorus solubilization and wheat growth promotion Z. Wang et al. 10.1186/s12866-022-02715-7
- Visible near infrared reflectance spectroscopy to predict soil phosphorus pools in chernozems of Saskatchewan, Canada D. Abdi et al. 10.1016/j.geodrs.2016.02.004
- Simulating long-term phosphorus, nitrogen, and carbon dynamics to advance nutrient assessment in dryland cropping B. Das et al. 10.1016/j.fcr.2022.108590
- Soil Phosphorus Modeling for Modern Agriculture Requires Balance of Science and Practicality: A Perspective B. Das et al. 10.2134/jeq2019.05.0201
- Allocation of foliar-P fractions of Alhagi sparsifolia and its relationship with soil-P fractions and soil properties in a hyperarid desert ecosystem Y. Gao et al. 10.1016/j.geoderma.2021.115546
- Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking D. Zhao et al. 10.1016/j.compag.2021.105990
- Evaluation of Near Infrared Spectroscopy (NIRS) for Estimating Soil Organic Matter and Phosphorus in Mediterranean Montado Ecosystem J. Serrano et al. 10.3390/su13052734
- Model Exploration and Application of Near-Infrared Spectroscopy for Species Separation and Quantification during Mixed Litter Decomposition in Subtropical Forests of China N. Zou et al. 10.3390/f15040637
- Prediction of chemical and biological variables of soil in grazing areas with visible- and near-infrared spectroscopy M. Gandariasbeitia et al. 10.1016/j.geoderma.2017.05.045
- Estimation of soil phosphorus availability via visible and near-infrared spectroscopy M. Souza et al. 10.1590/1678-992x-2018-0295
- Effects of winter grazing and N addition on soil phosphorus fractions in an alpine grassland on the Qinghai-Tibet Plateau Z. Guan et al. 10.1016/j.agee.2023.108700
- Phosphorus in forest ecosystems: New insights from an ecosystem nutrition perspective F. Lang et al. 10.1002/jpln.201500541
- Taxonomic and ecological relevance of the chlorophyll a fluorescence signature of tree species in mixed European forests M. Pollastrini et al. 10.1111/nph.14026
- Can periodic phosphorus fertilizer applications reduce the risk of P loss ? Y. Wang et al. 10.1007/s10705-021-10184-z
- Empower Innovations in Routine Soil Testing J. Reijneveld et al. 10.3390/agronomy12010191
- Distribution of phosphorus fractions with different plant availability in German forest soils and their relationship with common soil properties and foliar P contents J. Niederberger et al. 10.5194/soil-5-189-2019
- Clay content prediction using spectra data collected from the ground to space platforms in a smallholder tropical area H. Bellinaso et al. 10.1016/j.geoderma.2021.115116
- Application of near-infrared reflectance for quantitative assessment of soil properties E. Mohamed et al. 10.1016/j.ejrs.2017.02.001
- Phosphorus speciation and C:N:P stoichiometry of functional organic matter fractions in temperate forest soils S. Stahr et al. 10.1007/s11104-017-3394-7
- Physiological significance of forest tree defoliation: Results from a survey in a mixed forest in Tuscany (central Italy) M. Pollastrini et al. 10.1016/j.foreco.2015.11.018
- Tree diversity affects chlorophyllafluorescence and other leaf traits of tree species in a boreal forest M. Pollastrini et al. 10.1093/treephys/tpw132
- A review of the application of near-infrared spectroscopy (NIRS) in forestry Y. Wang et al. 10.1080/05704928.2021.1875481
- Status and advances in technologies for phosphorus species detection and characterization in natural environment- A comprehensive review M. Alam et al. 10.1016/j.talanta.2021.122458
Saved (final revised paper)
Latest update: 24 Apr 2024
Short summary
The analysis of soil phosphorus (P) in fractions of different plant availability is a common approach to characterize the P status of forest soils. However, quantification of organic and inorganic P fractions is very labour intensive and therefore rarely applied for large sample numbers. Prediction of P fractions with NIRS can be a promising approach to replace conventional analysis, if models are developed for sets of soil samples with similar physical and chemical properties.
The analysis of soil phosphorus (P) in fractions of different plant availability is a common...
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