Visible and near infrared spectroscopy in soil science

Stenberg, Bo; Viscarra Rossel, Raphael A.; Mouazen, Abdul Mounem; Wetterlind, Johanna

doi:10.1016/s0065-2113(10)07005-7

Cited by 1,549Spectroscopy and Chemometric AnalysesSoil Geostatistics and MappingRemote Sensing in Agriculture

Visible and near infrared spectroscopy in soil science

Stenberg, Bo, Viscarra Rossel, Raphael A., Mouazen, Abdul Mounem, Wetterlind, Johanna·2010·Advances in Agronomy

DOI 10.1016/s0065-2113(10)07005-7

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Sample characteristics such as moisture content, particle size distribution and roughness of the soil surface can influence the outcome of spectroscopic analysis.
“sample characteristics such as moisture content, particle size distribution and roughness of the soil surface can in fl uence the outcome of the analysis (Baveye and Laba, 2015; Stenberg et al., 2010).”
From Soil quality – A critical review (2018) · cites this paper as Stenberg et al., 2010

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Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
Savitzky, A., & Golay, M. J. E. (1964) · Analytical Chemistry · doi:10.1021/ac60214a047 · Cited by 21,904 · see citing works
Mehlich 3 soil test extractant: A modification of Mehlich 2 extractant
Mehlich, A. (1984) · Communications in Soil Science and Plant Analysis · doi:10.1080/00103628409367568 · Cited by 5,658 · see citing works
Standard Normal Variate Transformation and De-Trending of Near-Infrared Diffuse Reflectance Spectra
Barnes, R. J., Dhanoa, M. S., & Lister, S. J. (1989) · Applied Spectroscopy · doi:10.1366/0003702894202201 · Cited by 3,885 · see citing works
Near-Infrared Technology: In the Agricultural and Food Industries
Williams, P. C., & Norris, K. (2001) · Andalas University Repository (Andalas University) · Cited by 2,749 · see citing works
Multivariate calibration
Steele, D. (1990) · Spectrochimica Acta Part A Molecular Spectroscopy · doi:10.1016/0584-8539(90)80069-b · Cited by 2,249 · see citing works
Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties
Rossel, R. A. V., Walvoort, D. J. J., McBratney, A. B., Janik, L., & Skjemstad, J. (2005) · Geoderma · doi:10.1016/j.geoderma.2005.03.007 · Cited by 2,184 · see citing works
Environmental soil physics
(1999) · Choice Reviews Online · doi:10.5860/choice.36-6299 · Cited by 2,044 · see citing works
Soil Quality: A Concept, Definition, and Framework for Evaluation (A Guest Editorial)
Karlen, D. L., Mausbach, M. J., Doran, J. W., Cline, R. G., Harris, R. F., & Schuman, G. E. (1997) · Soil Science Society of America Journal · doi:10.2136/sssaj1997.03615995006100010001x · Cited by 2,028 · see citing works
Near‐Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties
Chang, C.-W., Laird, D. A., Mausbach, M. J., & Hurburgh, C. R. (2001) · Soil Science Society of America Journal · doi:10.2136/sssaj2001.652480x · Cited by 1,934 · see citing works
High spectral resolution reflectance spectroscopy of minerals
Clark, R. N., King, T. V. V., Klejwa, M., Swayze, G. A., & Vergo, N. (1990) · Journal of Geophysical Research Atmospheres · doi:10.1029/jb095ib08p12653 · Cited by 1,659 · see citing works
Linearization and Scatter-Correction for Near-Infrared Reflectance Spectra of Meat
Geladi, P. L. M., MacDougall, D. B., & Martens, H. A. (1985) · Applied Spectroscopy · doi:10.1366/0003702854248656 · Cited by 1,518 · see citing works
Spectral signatures of particulate minerals in the visible and near infrared
Hunt, G. R. (1977) · Geophysics · doi:10.1190/1.1440721 · Cited by 1,366 · see citing works
A review of non‐equilibrium water flow and solute transport in soil macropores: principles, controlling factors and consequences for water quality
Jarvis, N. (2007) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2007.00915.x · Cited by 1,327 · see citing works
Using data mining to model and interpret soil diffuse reflectance spectra
Rossel, R. A. V., & Behrens, T. (2010) · Geoderma · doi:10.1016/j.geoderma.2009.12.025 · Cited by 1,272 · see citing works
Baseline Studies of the Clay Minerals Society Source Clays: Infrared Methods
Madejová, J., & Komadel, P. (2001) · Clays and Clay Minerals · doi:10.1346/ccmn.2001.0490508 · Cited by 1,250 · see citing works
Orthogonal signal correction of near-infrared spectra
Wold, S., Antti, H., Lindgren, F., & Öhman, J. (1998) · Chemometrics and Intelligent Laboratory Systems · doi:10.1016/s0169-7439(98)00109-9 · Cited by 1,090 · see citing works
Development of Reflectance Spectral Libraries for Characterization of Soil Properties
Shepherd, K. D., & Walsh, M. (2002) · Soil Science Society of America Journal · doi:10.2136/sssaj2002.9880 · Cited by 1,032 · see citing works
Driven by nature: plant litter quality and decomposition
(1997) · Choice Reviews Online · doi:10.5860/choice.35-2094 · Cited by 961 · see citing works
The Cambridge Dictionary of Statistics
SRJ, & Everitt, B. S. (1999) · Journal of the American Statistical Association · doi:10.2307/2670205 · Cited by 953 · see citing works
Near‐Infrared Analysis as a Rapid Method to Simultaneously Evaluate Several Soil Properties
Ben‐Dor, E., & Banin, A. (1995) · Soil Science Society of America Journal · doi:10.2136/sssaj1995.03615995005900020014x · Cited by 831 · see citing works
Environmental Soil Physics
Fritton, D. D. (1999) · Eos · doi:10.1029/99eo00206 · Cited by 796 · see citing works
Global soil characterization with VNIR diffuse reflectance spectroscopy
Brown, D. J., Shepherd, K. D., Walsh, M., Mays, M. D., & Reinsch, T. G. (2005) · Geoderma · doi:10.1016/j.geoderma.2005.04.025 · Cited by 767 · see citing works
Electronic spectra of Fe3+ oxides and oxide hydroxides in the near IR to near UV
Sherman, D. Μ., & Waite, T. D. (1985) · Bristol Research (University of Bristol) · Cited by 732 · see citing works
Moisture Effects on Soil Reflectance
Lobell, D. B., & Asner, G. P. (2002) · Soil Science Society of America Journal · doi:10.2136/sssaj2002.7220 · Cited by 707 · see citing works
Visible and near-infrared spectra of minerals and rocks : I silicate minerals
Hunt, G. R. (1970) · Medical Entomology and Zoology · Cited by 681 · see citing works
REFLECTION OF RADIANT ENERGY FROM SOILS
Bowers, S. A., & Hanks, R. J. (1965) · Soil Science · doi:10.1097/00010694-196508000-00009 · Cited by 658 · see citing works
Reflectance Properties of Soils
Baumgardner, M. F., Silva, L. F., Biehl, L. L., & Stoner, E. R. (1986) · Advances in agronomy · doi:10.1016/s0065-2113(08)60672-0 · Cited by 579 · see citing works
Simultaneous Determination of Moisture, Organic Carbon, and Total Nitrogen by Near Infrared Reflectance Spectrophotometry
Dalal, R. C., & Henry, R. J. (1986) · Soil Science Society of America Journal · doi:10.2136/sssaj1986.03615995005000010023x · Cited by 553 · see citing works
Soil Mineralogy with Environmental Applications
Dixon, J. B., Schulze, D. G., & Amonette, J. E. (2002) · Soil Science Society of America book series · doi:10.2136/sssabookser7 · Cited by 553 · see citing works
Determining the composition of mineral-organic mixes using UV–vis–NIR diffuse reflectance spectroscopy
Rossel, R. A. V., McGlynn, R. N., & McBratney, A. B. (2006) · Geoderma · doi:10.1016/j.geoderma.2006.07.004 · Cited by 523 · see citing works
Relating soil surface moisture to reflectance
Weidong, L., Baret, F., Xingfa, G., et al. (2002) · Remote Sensing of Environment · doi:10.1016/s0034-4257(01)00347-9 · Cited by 481 · see citing works
In situ measurements of soil colour, mineral composition and clay content by vis–NIR spectroscopy
Rossel, R. A. V., Cattle, S. R., Ortega, A. S., et al. (2009) · Geoderma · doi:10.1016/j.geoderma.2009.01.025 · Cited by 474 · see citing works
Die CAL‐Methode, eine neue Methode zur Bestimmung des pflanzenverfügbaren Phosphates in Böden
Schüller, H. (1969) · Zeitschrift für Pflanzenernährung und Bodenkunde · doi:10.1002/jpln.19691230106 · Cited by 471 · see citing works
Soil mineralogy with environmental applications
(2003) · Choice Reviews Online · doi:10.5860/choice.40-4033 · Cited by 464 · see citing works
Infrared Spectroscopic Analyses on the Nature of Water in Montmorillonite
Bishop, J. L., Pieters, C. M., & Edwards, J. O. (1994) · Clays and Clay Minerals · doi:10.1346/ccmn.1994.0420606 · Cited by 458 · see citing works
Estimate of Heavy Metal Contamination in Soils after a Mining Accident Using Reflectance Spectroscopy
Kemper, T., & Sommer, S. (2002) · Environmental Science & Technology · doi:10.1021/es015747j · Cited by 454 · see citing works
Spectral and other physicochemical properties of submicron powders of hematite (α‐Fe2O3), maghemite (γ‐Fe2O3), magnetite (Fe3O4), goethite (α‐FeOOH), and lepidocrocite (γ‐FeOOH)
Morris, R. V., Lauer, H. V., Lawson, C. A., Gibson, E. K., Nace, G., & Stewart, C. (1985) · Journal of Geophysical Research Atmospheres · doi:10.1029/jb090ib04p03126 · Cited by 451 · see citing works
Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy
Mouazen, A. M., Kuang, B., Baerdemaeker, J. D., et al. (2010) · Geoderma · doi:10.1016/j.geoderma.2010.03.001 · Cited by 436 · see citing works
Self-citation
Colour space models for soil science
Rossel, R. A. V., Minasny, B., Roudier, P., et al. (2005) · Geoderma · doi:10.1016/j.geoderma.2005.07.017 · Cited by 427 · see citing works
Digital Soil Mapping with Limited Data
Hartemink, A. E., Mendonça-Santos, M. D. L., & McBratney, A. B. (2008) · Springer eBooks · doi:10.1007/978-1-4020-8592-5 · Cited by 403 · see citing works
The Soil Resource
Jenny, H. (1980) · Cited by 386 · see citing works
NEAR-INFRARED REFLECTANCE SPECTROSCOPIC ANALYSIS OF SOIL C AND N
Chang, C.-W., & Laird, D. A. (2002) · Soil Science · doi:10.1097/00010694-200202000-00003 · Cited by 384 · see citing works
Simultaneous estimation of several soil properties by ultra-violet, visible, and near-infrared reflectance spectroscopy
Islam, K., Singh, B., & McBratney, A. (2003) · Australian Journal of Soil Research · doi:10.1071/sr02137 · Cited by 373 · see citing works
On-line measurement of some selected soil properties using a VIS–NIR sensor
Mouazen, A. M., Maleki, M. R., Baerdemaeker, J. D., & Ramón, H. (2006) · Soil and Tillage Research · doi:10.1016/j.still.2006.03.009 · Cited by 370 · see citing works
Self-citation
Plant nutrition : food security and sustainability of agro-ecosystems through basic and applied research
Horst, W. J. (2001) · doi:10.1007/0-306-47624-x · Cited by 361 · see citing works
Chemical principles of near-infrared technology
Murray, I., & Williams, P. C. (1987) · Cited by 324 · see citing works
Phenanthrene Sorption to Sequentially Extracted Soil Humic Acids and Humins
Kang, S., & Xing, B. (2004) · Environmental Science & Technology · doi:10.1021/es0490828 · Cited by 317 · see citing works
ParLeS: Software for chemometric analysis of spectroscopic data
Rossel, R. A. V. (2007) · Chemometrics and Intelligent Laboratory Systems · doi:10.1016/j.chemolab.2007.06.006 · Cited by 313 · see citing works
Clear-cutting and prescribed burning in coniferous forest: Comparison of effects on soil fungal and total microbial biomass, respiration activity and nitrification
Pietikäinen, J., & Fritze, H. (1995) · Soil Biology and Biochemistry · doi:10.1016/0038-0717(94)00125-k · Cited by 312 · see citing works
The potential of near-infrared reflectance spectroscopy for soil analysis — a case study from the Riverine Plain of south-eastern Australia
Dunn, B. W., Batten, G., Beecher, H., & Ciavarella, S. (2002) · Australian Journal of Experimental Agriculture · doi:10.1071/ea01172 · Cited by 298 · see citing works
Remote sensing for the earth sciences
Rencz, A. N. (1999) · Cited by 289 · see citing works
Real-time measurement of soil attributes using on-the-go near infrared reflectance spectroscopy
Christy, C. (2007) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2007.02.010 · Cited by 284 · see citing works
Quantitative analysis of soil chemical properties with diffuse reflectance spectrometry and partial least-square regression: A feasibility study
Udelhoven, T., Emmerling, C., & Jarmer, T. (2003) · Plant and Soil · doi:10.1023/a:1023008322682 · Cited by 283 · see citing works
The Cambridge dictionary of statistics
(2003) · Choice Reviews Online · doi:10.5860/choice.40-3759 · Cited by 264 · see citing works
Towards development of on-line soil moisture content sensor using a fibre-type NIR spectrophotometer
Mouazen, A. M., Baerdemaeker, J. D., & Ramón, H. (2004) · Soil and Tillage Research · doi:10.1016/j.still.2004.03.022 · Cited by 257 · see citing works
Self-citation
High Dimensional Reflectance Analysis of Soil Organic Matter
Henderson, T. L., Baumgardner, M. F., Franzmeier, D. P., et al. (1992) · Soil Science Society of America Journal · doi:10.2136/sssaj1992.03615995005600030031x · Cited by 257 · see citing works
Possibilities of visible–near-infrared spectroscopy for the assessment of soil contamination in river floodplains
Kooistra, L., Wehrens, R., LEUVEN, R. S. E. W., & Buydens, L. M. C. (2001) · Analytica Chimica Acta · doi:10.1016/s0003-2670(01)01265-x · Cited by 257 · see citing works
Reflectance Technique for Predicting Soil Organic Matter
Krishnan, P., Alexander, J. D., Butler, B. J., & Hummel, J. W. (1980) · Soil Science Society of America Journal · doi:10.2136/sssaj1980.03615995004400060030x · Cited by 253 · see citing works
Validation requirements for diffuse reflectance soil characterization models with a case study of VNIR soil C prediction in Montana
Brown, D. J., Bricklemyer, R. S., & Miller, P. R. (2005) · Geoderma · doi:10.1016/j.geoderma.2005.01.001 · Cited by 247 · see citing works
Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor
Hummel, J. W., Sudduth, K. A., & Hollinger, S. E. (2001) · Computers and Electronics in Agriculture · doi:10.1016/s0168-1699(01)00163-6 · Cited by 247 · see citing works
The Near-Infrared Combination Band Frequencies of Dioctahedral Smectites, Micas, and Illites
Post, J. L., & Noble, P. N. (1993) · Clays and Clay Minerals · doi:10.1346/ccmn.1993.0410601 · Cited by 231 · see citing works
Visible–NIR reflectance: a new approach on soil evaluation
Demattê, J. A. M., Campos, R. C., Alves, M. C., et al. (2004) · Geoderma · doi:10.1016/j.geoderma.2003.09.012 · Cited by 229 · see citing works
Infrared Spectroscopy—Enabling an Evidence-Based Diagnostic Surveillance Approach to Agricultural and Environmental Management in Developing Countries
Shepherd, K. D., & Walsh, M. (2007) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.716 · Cited by 228 · see citing works
A Mechanism Study of Reflectance Spectroscopy for Investigating Heavy Metals in Soils
Wu, Y., Chen, J. S., Ji, J., Gong, P., Liao, Q., Tian, Q., & Ma, H. (2007) · Soil Science Society of America Journal · doi:10.2136/sssaj2006.0285 · Cited by 220 · see citing works
In Situ Characterization of Soil Clay Content with Visible Near‐Infrared Diffuse Reflectance Spectroscopy
Waiser, T. H., Morgan, C. L. S., Brown, D. J., & Hallmark, C. T. (2007) · Soil Science Society of America Journal · doi:10.2136/sssaj2006.0211 · Cited by 216 · see citing works
Use of Near-Infrared Reflectance Spectroscopy in Prediction of Heavy Metals in Freshwater Sediment by Their Association with Organic Matter
Malley, D. F., & Williams, P. C. (1997) · Environmental Science & Technology · doi:10.1021/es970214p · Cited by 212 · see citing works
Determination of Clay and Other Soil Properties by Near Infrared Spectroscopy
Sørensen, L. K., & Dalsgaard, S. (2005) · Soil Science Society of America Journal · doi:10.2136/sssaj2005.0159 · Cited by 206 · see citing works
Carbon and Nitrogen Analysis of Soil Fractions Using Near‐Infrared Reflectance Spectroscopy
Morra, M. J., Hall, M. H., & Freeborn, L. L. (1991) · Soil Science Society of America Journal · doi:10.2136/sssaj1991.03615995005500010051x · Cited by 199 · see citing works
Monitoring Soil Quality of Arable Land: Microbiological Indicators
Stenberg, B. (1999) · Acta Agriculturae Scandinavica Section B - Soil & Plant Science · doi:10.1080/09064719950135669 · Cited by 198 · see citing works
Self-citation
Near Infrared Reflectance Spectroscopy for the Analysis of Agricultural Soils
Reeves, J. B., McCarty, G. W., & Meisinger, J. J. (1999) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.248 · Cited by 195 · see citing works
Soil Organic Matter, CEC, and Moisture Sensing with a Portable NIR Spectrophotometer
Sudduth, K. A., & Hummel, J. W. (1993) · Transactions of the ASAE · doi:10.13031/2013.28498 · Cited by 195 · see citing works
Integrated Soil and Sediment Research: A Basis for Proper Protection
(1993) · Soil & environment · doi:10.1007/978-94-011-2008-1 · Cited by 189 · see citing works
Laboratory evaluation of a proximal sensing technique for simultaneous measurement of soil clay and water content
Rossel, R. A. V., & McBratney, A. B. (1998) · Geoderma · doi:10.1016/s0016-7061(98)00023-8 · Cited by 186 · see citing works
Reflectance and albedo differences between wet and dry surfaces
Twomey, S. A., Bohren, C. F., & Mergenthaler, J. L. (1986) · Applied Optics · doi:10.1364/ao.25.000431 · Cited by 185 · see citing works
Using a digital camera to measure soil organic carbon and iron contents
Rossel, R. A. V., Fouad, Y., & Walter, C. A. (2008) · Biosystems Engineering · doi:10.1016/j.biosystemseng.2008.02.007 · Cited by 184 · see citing works
Effects of soil sample pretreatments and standardised rewetting as interacted with sand classes on Vis-NIR predictions of clay and soil organic carbon
Stenberg, B. (2010) · Geoderma · doi:10.1016/j.geoderma.2010.04.008 · Cited by 183 · see citing works
Self-citation
Using a legacy soil sample to develop a mid-IR spectral library
Rossel, R. A. V., Jeon, Y. S., Odeh, I., et al. (2008) · Soil Research · doi:10.1071/sr07099 · Cited by 183 · see citing works
Using a global VNIR soil-spectral library for local soil characterization and landscape modeling in a 2nd-order Uganda watershed
Brown, D. J. (2007) · Geoderma · doi:10.1016/j.geoderma.2007.04.021 · Cited by 179 · see citing works
Near Infrared Spectroscopy
Bokobza, L. (1998) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.116 · Cited by 172 · see citing works
Possibilities of reflectance spectroscopy for the assessment of contaminant elements in suburban soils
Wu, Y., Chen, J., Wu, X., Tian, Q., Ji, J., & Qin, Z. (2005) · Applied Geochemistry · doi:10.1016/j.apgeochem.2005.01.009 · Cited by 171 · see citing works
A Novel Method of Classifying Soil Profiles in the Field using Optical Means
Ben‐Dor, E., Heller, D., & Chudnovsky, A. (2008) · Soil Science Society of America Journal · doi:10.2136/sssaj2006.0059 · Cited by 169 · see citing works
The Cambridge Dictionary of Statistics (2nd ed.)
Anthony, L. J. (2003) · Reference Reviews · doi:10.1108/09504120310455993 · Cited by 166 · see citing works
A NIR Technique for Rapid Determination of Soil Mineral Nitrogen
Ehsani, M. R., Upadhyaya, S. K., Slaughter, D. C., Shafii, S., & Pelletier, M. G. (1999) · Precision Agriculture · doi:10.1023/a:1009916108990 · Cited by 163 · see citing works
Application of near infrared reflectance (NIR) and fluorescence spectroscopy to analysis of microbiological and chemical properties of arctic soil
Rinnan, R., & Rinnan, Å. (2007) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2007.01.022 · Cited by 162 · see citing works
SPECTROSCOPIC SENSING OF SOIL ORGANIC MATTER CONTENT
Shonk, J. L., Gaultney, L. D., Schulze, D. G., et al. (1991) · Transactions of the ASAE · doi:10.13031/2013.31826 · Cited by 161 · see citing works
The prediction of C and N content and their potential mineralisation in heterogeneous soil samples using Vis–NIR spectroscopy and comparative methods
Fystro, G. (2002) · Plant and Soil · doi:10.1023/a:1020612319014 · Cited by 161 · see citing works
Proximal Soil Sensing
Rossel, R. A. V., Minasny, B., & McBratney, A. B. (2010) · Springer eBooks · doi:10.1007/978-90-481-8859-8 · Cited by 153 · see citing works
Moisture Effects on Soil Reflectance
Lobell, D. B., & Asner, G. P. (2002) · Soil Science Society of America Journal · doi:10.2136/sssaj2002.0722 · Cited by 151 · see citing works
Near‐ and Mid‐Infrared Diffuse Reflectance Spectroscopy for Measuring Soil Metal Content
Siebielec, G., McCarty, G. W., Stuczynski, T. I., et al. (2004) · Journal of Environmental Quality · doi:10.2134/jeq2004.2056 · Cited by 150 · see citing works
Determination of organic matter in soils using radial basis function networks and near infrared spectroscopy
Fidêncio, P. H., Poppi, R. J., & de Andrade, J. C. (2002) · Analytica Chimica Acta · doi:10.1016/s0003-2670(01)01506-9 · Cited by 147 · see citing works
Making light work: Advances in near infrared spectroscopy
Barańska, H. (1993) · Vibrational Spectroscopy · doi:10.1016/0924-2031(93)87029-s · Cited by 146 · see citing works
A Conceptual Framework for Assessment and Management of Soil Quality and Health
Harris, R. F., Karlen, D. L., & MULLA, D. J. (1997) · SSSA special publication series · doi:10.2136/sssaspecpub49.c4 · Cited by 145 · see citing works
Visible and near-infrared (0.4–1.1 μm) analysis of arid and semiarid soils
Ben‐Dor, E., & Banin, A. (1994) · Remote Sensing of Environment · doi:10.1016/0034-4257(94)90001-9 · Cited by 144 · see citing works
Characterization of Soil Water Content Using Measured Visible and Near Infrared Spectra
Mouazen, A. M., Karoui, R., Baerdemaeker, J. D., et al. (2006) · Soil Science Society of America Journal · doi:10.2136/sssaj2005.0297 · Cited by 143 · see citing works
Self-citation
NEAR INFRARED ANALYSIS (NIRA) AS A METHOD TO SIMULTANEOUSLY EVALUATE SPECTRAL FEATURELESS CONSTITUENTS IN SOILS
Ben‐Dor, E., & Banin, A. (1995) · Soil Science · doi:10.1097/00010694-199504000-00005 · Cited by 142 · see citing works
Comparing local vs. global visible and near-infrared (VisNIR) diffuse reflectance spectroscopy (DRS) calibrations for the prediction of soil clay, organic C and inorganic C
Sankey, J. B., Brown, D. J., Bernard, M. L., & Lawrence, R. L. (2008) · Geoderma · doi:10.1016/j.geoderma.2008.09.019 · Cited by 142 · see citing works
Soil mineral nitrogen and nitrate leaching losses in soil tillage systems combined with a catch crop
Stenberg, M., Aronsson, H., Lindén, B., et al. (1999) · Soil and Tillage Research · doi:10.1016/s0167-1987(98)00197-4 · Cited by 141 · see citing works
Near infrared spectroscopy of forest soils to determine chemical and biological properties related to soil sustainability
Ludwig, B., Khanna, P. K., Bauhus, J., & Hopmans, P. (2002) · Forest Ecology and Management · doi:10.1016/s0378-1127(02)00467-x · Cited by 140 · see citing works
Feasibility of Reflectance Spectroscopy for the Assessment of Soil Mercury Contamination
Wu, Y. Z., Chen, J., Ji, J. H., et al. (2004) · Environmental Science & Technology · doi:10.1021/es0492642 · Cited by 139 · see citing works
INFLUENCE OF SOIL MOISTURE ON NEAR-INFRARED REFLECTANCE SPECTROSCOPIC MEASUREMENT OF SOIL PROPERTIES
Chang, C.-W., Laird, D. A., & Hurburgh, C. R. (2005) · Soil Science · doi:10.1097/00010694-200504000-00003 · Cited by 138 · see citing works
Near infrared reflectance spectroscopy for determination of organic matter fractions including microbial biomass in coniferous forest soils
Coûteaux, M., Berg, B., & Rovira, P. (2003) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2003.08.003 · Cited by 137 · see citing works
Ultra-violet, visible, near-infrared, and mid-infrared diffuse reflectance spectroscopic techniques to predict several soil properties
Pirie, A. D., Singh, B., & Islam, K. (2005) · Soil Research · doi:10.1071/sr04182 · Cited by 136 · see citing works
Artificial neural network analysis of laboratory and in situ spectra for the estimation of macronutrients in soils of Lop Buri (Thailand)
Daniel, K. W., Tripathi, N. K., & Honda, K. (2003) · Soil Research · doi:10.1071/sr02027 · Cited by 133 · see citing works
Soil condition classification using infrared spectroscopy: A proposition for assessment of soil condition along a tropical forest-cropland chronosequence
Awiti, A., Walsh, M., Shepherd, K. D., & Kinyamario, J. I. (2007) · Geoderma · doi:10.1016/j.geoderma.2007.08.021 · Cited by 130 · see citing works
Robust Modelling of Soil Diffuse Reflectance Spectra by “Bagging-Partial Least Squares Regression”
Rossel, R. A. V. (2007) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.694 · Cited by 130 · see citing works
COMPARISON OF NEAR INFRARED AND MID INFRARED DIFFUSE REFLECTANCE SPECTROSCOPY FOR FIELD-SCALE MEASUREMENT OF SOIL FERTILITY PARAMETERS
McCarty, G. W., & Reeves, J. B. (2006) · Soil Science · doi:10.1097/01.ss.0000187377.84391.54 · Cited by 128 · see citing works
Sensing landscape level change in soil fertility following deforestation and conversion in the highlands of Madagascar using Vis-NIR spectroscopy
Vågen, T., Shepherd, K. D., & Walsh, M. (2005) · Geoderma · doi:10.1016/j.geoderma.2005.07.014 · Cited by 127 · see citing works
Spectra-Structure Correlations for Near-Infrared Region
Goddu, R. F., & Delker, D. A. (1960) · Analytical Chemistry · doi:10.1021/ac60157a048 · Cited by 126 · see citing works
Improved analysis and modelling of soil diffuse reflectance spectra using wavelets
Rossel, R. A. V., & Lark, R. M. (2009) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2009.01121.x · Cited by 123 · see citing works
On-the-go variable-rate phosphorus fertilisation based on a visible and near-infrared soil sensor
Maleki, M. R., Mouazen, A. M., Ketelaere, B. D., Ramón, H., & Baerdemaeker, J. D. (2007) · Biosystems Engineering · doi:10.1016/j.biosystemseng.2007.09.007 · Cited by 121 · see citing works
Self-citation
Effect of Wavelength Range on the Measurement Accuracy of Some Selected Soil Constituents Using Visual-Near Infrared Spectroscopy
Mouazen, A. M., Baerdemaeker, J. D., & Ramón, H. (2006) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.614 · Cited by 119 · see citing works
Self-citation
Near-Infrared Reflectance Analysis of Carbonate Concentration in Soils
Ben‐Dor, E., & Banin, A. (1990) · Applied Spectroscopy · doi:10.1366/0003702904086821 · Cited by 114 · see citing works
Determination of soil organic carbon and nitrogen at the field level using near-infrared spectroscopy
Martin, P. D., Malley, D. F., Manning, G., et al. (2002) · Canadian Journal of Soil Science · doi:10.4141/s01-054 · Cited by 105 · see citing works
Analysis of red and yellow ochre samples from Clearwell Caves and Çatalhöyük by vibrational spectroscopy and other techniques
Mortimore, J. L., Marshall, L.-J. R., Almond, M. J., et al. (2004) · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · doi:10.1016/j.saa.2003.08.002 · Cited by 105 · see citing works
Portable, Near-infrared Spectrophotometer for Rapid Soil Analysis
Sudduth, K. A., & Hummel, J. W. (1993) · Transactions of the ASAE · doi:10.13031/2013.28329 · Cited by 103 · see citing works
The use of near infrared (NIR) spectroscopy to improve soil mapping at the farm scale
Wetterlind, J., Stenberg, B., & Söderström, M. (2008) · Precision Agriculture · doi:10.1007/s11119-007-9051-z · Cited by 103 · see citing works
Self-citation
NIR and DRIFT-MIR spectrometry of soils for predicting soil and crop parameters in a flooded field
van Groenigen, J. W., Mutters, C. S., Horwáth, W. R., et al. (2003) · Plant and Soil · doi:10.1023/a:1022893520315 · Cited by 103 · see citing works
Increased sample point density in farm soil mapping by local calibration of visible and near infrared prediction models
Wetterlind, J., Stenberg, B., & Söderström, M. (2010) · Geoderma · doi:10.1016/j.geoderma.2010.02.012 · Cited by 101 · see citing works
Self-citation
Can Near or Mid‐Infrared Diffuse Reflectance Spectroscopy Be Used to Determine Soil Carbon Pools?
Reeves, J. B., Follett, R. F., McCarty, G. W., & Kimble, J. M. (2006) · Communications in Soil Science and Plant Analysis · doi:10.1080/00103620600819461 · Cited by 94 · see citing works
Making light work : advances in near infrared spectroscopy
Cowe, I. A., & Murray, I. (1992) · Cited by 94 · see citing works
Near infrared reflectance spectroscopy for assessment of spatial soil variation in an agricultural field
Odlare, M., Svensson, K., & Pell, M. (2004) · Geoderma · doi:10.1016/j.geoderma.2004.09.013 · Cited by 92 · see citing works
Phosphorus Sensing for Fresh Soils using Visible and Near Infrared Spectroscopy
Maleki, M. R., Holm, L. V., Ramón, H., Merckx, R., Baerdemaeker, J. D., & Mouazen, A. M. (2006) · Biosystems Engineering · doi:10.1016/j.biosystemseng.2006.07.015 · Cited by 90 · see citing works
Self-citation
Optimum three-point linkage set up for improving the quality of soil spectra and the accuracy of soil phosphorus measured using an on-line visible and near infrared sensor
Mouazen, A. M., Maleki, M. R., Cockx, L., Meirvenne, M. V., van Holm, L., Merckx, R., Baerdemaeker, J. D., & Ramón, H. (2008) · Soil and Tillage Research · doi:10.1016/j.still.2008.10.006 · Cited by 90 · see citing works
Self-citation
Near‐infrared spectroscopy can predict the composition of organic matter in soil and litter
Terhoeven‐Urselmans, T., Michel, K., Helfrich, M., et al. (2006) · Journal of Plant Nutrition and Soil Science · doi:10.1002/jpln.200521712 · Cited by 89 · see citing works
Determination of Total Carbon and Nitrogen Content in a Range of Tropical Soils Using near Infrared Spectroscopy: Influence of Replication and Sample Grinding and Drying
Barthès, B., Brunet, D., Ferrer, H., et al. (2006) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.686 · Cited by 87 · see citing works
Variable selection in near infrared spectra for the biological characterization of soil and earthworm casts
Cécillon, L., Cassagne, N., Czarnes, S., et al. (2008) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2008.03.016 · Cited by 79 · see citing works
Geographic Operating Range Evaluation of a NIR Soil Sensor
Sudduth, K. A., & Hummel, J. W. (1996) · Transactions of the ASAE · doi:10.13031/2013.27674 · Cited by 76 · see citing works
An Introduction to Soil Mineralogy
Schulze, D. G. (2002) · Soil Science Society of America book series · doi:10.2136/sssabookser7.c1 · Cited by 70 · see citing works
Soil Environmental Quality: A European Perspective
Bouma, J. (1997) · Journal of Environmental Quality · doi:10.2134/jeq1997.00472425002600010005x · Cited by 69 · see citing works
Precision agriculture '07
(2007) · Wageningen Academic Publishers eBooks · doi:10.3920/978-90-8686-603-8 · Cited by 68 · see citing works
Modelling microbial activity and biomass in forest soil with substrate quality measured using near infrared reflectance spectroscopy
Palmborg, C., & Nordgren, A. (1993) · Soil Biology and Biochemistry · doi:10.1016/0038-0717(93)90174-a · Cited by 68 · see citing works
Soil Protection Concept of The Council of Europe and Integrated Soil Research
Blum, W. E. H. (1993) · Soil & environment · doi:10.1007/978-94-011-2008-1_5 · Cited by 67 · see citing works
Exploring the Use of near Infrared Reflectance Spectroscopy to Study Physical Properties and Microelements in Soils
Morón, A., & Cozzolino, D. (2003) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.362 · Cited by 66 · see citing works
Application of near Infrared Reflectance Spectroscopy for the Analysis of Organic C, Total N and pH in Soils of Uruguay
Morón, A., & Cozzolino, D. (2002) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.338 · Cited by 65 · see citing works
Interpreting Diffuse Reflectance and Transmittance: A Theoretical Introduction to Absorption Spectroscopy of Scattering Materials
Dahm, D. J., & Dahm, K. D. (2007) · doi:10.1255/978-1-901019-05-6 · Cited by 65 · see citing works
Diffuse Reflectance Spectroscopy as a Tool for Digital Soil Mapping
Rossel, R. A. V., & McBratney, A. B. (2008) · Springer eBooks · doi:10.1007/978-1-4020-8592-5_13 · Cited by 63 · see citing works
USE OF NEAR INFRARED REFLECTANCE SPECTRA OF SOILS FOR OBJECTIVE SELECTION OF SAMPLES
Stenberg, B., Nordkvist, E., & SALOMONSSON, L. (1995) · Soil Science · doi:10.1097/00010694-199502000-00005 · Cited by 60 · see citing works
Self-citation
SENSING SOIL MOISTURE USING NIR SPECTROSCOPY
Slaughter, D. C., Pelletier, M. G., & Upadhyaya, S. K. (2001) · Applied Engineering in Agriculture · doi:10.13031/2013.5449 · Cited by 59 · see citing works
Use of near infrared spectroscopy to determine biological and chemical characteristics of organic layers under spruce and beech stands
Chodak, M., Ludwig, B., Khanna, P. K., et al. (2002) · Journal of Plant Nutrition and Soil Science · doi:10.1002/1522-2624(200202)165:1 · Cited by 59 · see citing works
The Soil Spectroscopy Group and the Development of a Global Soil Spectral Library
Rossel, R. A. V. (2009) · NIR news · doi:10.1255/nirn.1131 · Cited by 59 · see citing works
Mineralogical budgeting of potassium in soil: A basis for understanding standard measures of reserve potassium
Andrist‐Rangel, Y., Simonsson, M., Andersson, S., et al. (2006) · Journal of Plant Nutrition and Soil Science · doi:10.1002/jpln.200621972 · Cited by 58 · see citing works
Spatial Modeling of a Soil Fertility Index using Visible–Near‐Infrared Spectra and Terrain Attributes
Rossel, R. A. V., Rizzo, R., Demattê, J. A. M., et al. (2010) · Soil Science Society of America Journal · doi:10.2136/sssaj2009.0130 · Cited by 58 · see citing works
Classification of Soil Texture Classes by Using Soil Visual near Infrared Spectroscopy and Factorial Discriminant Analysis Techniques
Mouazen, A. M., Karoui, R., Baerdemaeker, J. D., et al. (2005) · Journal of Near Infrared Spectroscopy · doi:10.1255/jnirs.541 · Cited by 58 · see citing works
Self-citation
Near-infrared spectroscopy for analysis of chemical and microbiological properties of forest soil organic horizons in a heavy-metal-polluted area
Chodak, M., Niklińska, M., & Beese, F. (2007) · Biology and Fertility of Soils · doi:10.1007/s00374-007-0192-z · Cited by 58 · see citing works
Diagnostic screening of urban soil contaminants using diffuse reflectance spectroscopy
Bray, J. G. P., Rossel, R. A. V., & McBratney, A. B. (2009) · Soil Research · doi:10.1071/sr08068 · Cited by 54 · see citing works
Characterization of soil organic matter by solid-state 13C NMR spectroscopy
Skjemstad, J., Clarke, P., Golchin, A., & Oades, J. (1997) · Cited by 54 · see citing works
Near infrared reflectance spectroscopy compared with soil clay and organic matter content for estimating within-field variation in N uptake in cereals
Wetterlind, J., Stenberg, B., & Jönsson, A. (2007) · Plant and Soil · doi:10.1007/s11104-007-9489-9 · Cited by 48 · see citing works
Self-citation
Sample Preparation and Prediction of Soil Organic Matter Properties by Near Infra-red Reflectance Spectroscopy
Russell, C. A. (2003) · Communications in Soil Science and Plant Analysis · doi:10.1081/css-120021297 · Cited by 48 · see citing works
Comparison of extractants for the determination of available phosphorus, potassium, calcium, magnesium and sodium in some Ethiopian and German soils
Mamo, T., Richter, C., & Heiligtag, B. (1996) · Communications in Soil Science and Plant Analysis · doi:10.1080/00103629609369697 · Cited by 47 · see citing works
NIR spectroscopy, mineral nitrogen analysis and soil incubations for the prediction of crop uptake of nitrogen during the growing season
Börjesson, T., Stenberg, B., Lindén, B., et al. (1999) · Plant and Soil · doi:10.1023/a:1004775524189 · Cited by 45 · see citing works
Self-citation
Estimation of soil moisture status using near infrared reflectance
Whalley, W. R., Leeds-Harrison, P. B., & Bowman, G. E. (1991) · Hydrological Processes · doi:10.1002/hyp.3360050312 · Cited by 45 · see citing works
Integrated evaluation of variation in biological, chemical and physical soil properties
Stenberg, B., Pell, M., Torstensson, L., et al. (1998) · AMBIO · Cited by 42 · see citing works
Self-citation
Rapid estimation of soil variability from the convex hull biplot area of topsoil ultra-violet, visible and near-infrared diffuse reflectance spectra
Islam, K., McBratney, A. B., & Singh, B. (2005) · Geoderma · doi:10.1016/j.geoderma.2005.04.007 · Cited by 39 · see citing works
Spectral Soil Signatures and sensing Phosphorus
Böğrekçi, İ., & Lee, W. S. (2005) · Biosystems Engineering · doi:10.1016/j.biosystemseng.2005.09.001 · Cited by 39 · see citing works
The potential of NIR spectroscopy to predict nitrogen mineralization in rice soils
Russell, C. A., Angus, J. F., Batten, G., et al. (2002) · Plant and Soil · doi:10.1023/a:1021532316251 · Cited by 32 · see citing works
Extraction and Characterization of Humic Acids and HuminFractions from a Black Soil of China
XINGBao-shan, LIUJu-Dong, LIUXiao-bing, et al. (2005) · Acta Scientiarum Naturalium Universitatis Sunyatseni · Cited by 29 · see citing works
Influence of Project Scale and Carbon Variability on the Costs of Measuring Soil Carbon Credits
Mooney, S., Antle, J. M., Capalbo, S. M., et al. (2004) · Environmental Management · doi:10.1007/s00267-003-9135-0 · Cited by 29 · see citing works
COMPARISON OF MEHLICH 2, MEHLICH 3, CAL, EGNER, OLSEN, AND 0.01 M CaCl2 EXTRACTANTS FOR DETERMINATION OF PHOSPHORUS IN SOILS
Zbíral, J., & Němec, P. (2002) · Communications in Soil Science and Plant Analysis · doi:10.1081/css-120014534 · Cited by 28 · see citing works
Comparison of Near‐Infrared Spectroscopy and Other Soil Nitrogen Availability Quick Tests for Corn
Fox, R. H., Shenk, J. S., Piekielek, W. P., et al. (1993) · Agronomy Journal · doi:10.2134/agronj1993.00021962008500050017x · Cited by 27 · see citing works
Use of near infrared reflectance spectroscopy to predict nitrogen uptake by winter wheat within fields with high variability in organic matter
Stenberg, B., Jönsson, A., & Börjesson, T. (2005) · Plant and Soil · doi:10.1007/s11104-004-0556-1 · Cited by 25 · see citing works
Self-citation
Soil organic carbon variability and sampling optimization in Montana dryland wheat fields
Bricklemyer, R. S., Miller, P. R., Paustian, K. H., Keck, T. J., Nielsen, G. A., & Antle, J. M. (2005) · Journal of Soil and Water Conservation · doi:10.1080/00224561.2005.12435769 · Cited by 19 · see citing works
A Revised Soil Spectrophotometer
Shibusawa, S., Sato, H., Sasao, A., et al. (2000) · IFAC Proceedings Volumes · doi:10.1016/s1474-6670(17)36782-4 · Cited by 17 · see citing works
On-line soil NIR spectroscopy: identification and treatment of spectra influenced by variable probe distance and residue contamination
Stenberg, B., Rogstrand, G., Bölenius, E., et al. (2007) · Wageningen Academic Publishers eBooks · doi:10.3920/9789086866038_014 · Cited by 14 · see citing works
Self-citation
Near-infrared spectroscopy for soil water determination in small soil volumes
Bullock, P., Li, X., & Leonardi, L. (2004) · Canadian Journal of Soil Science · doi:10.4141/s03-090 · Cited by 13 · see citing works
Predicting Soil Carbon and Nitrogen Concentrations and Pasture Root Densities from Proximally Sensed Soil Spectral Reflectance
Kusumo, B. H., Hedley, M. J., Tuohy, M. P., Hedley, C. B., & Arnold, G. C. (2010) · Springer eBooks · doi:10.1007/978-90-481-8859-8_15 · Cited by 12 · see citing works
NIR-Spectroscopy to estimate soil nitrogen supply
Wagner, B., Gutser, R., & Schmidhalter, U. (2001) · Springer eBooks · doi:10.1007/0-306-47624-x_365 · Cited by 6 · see citing works
One Year Upside-down
Bellon-Maurel, V. (2009) · NIR news · doi:10.1255/nirn.1160 · Cited by 4 · see citing works
Sensing soil nitrogen for specific crop management (SSCM)
Upadhyaya, S. K., Shafii, S., & Slaughter, D. C. (1994) · Paper - American Society of Agricultural Engineers · Cited by 1 · see citing works

Flagged first, then by citations

Research works printed but not linked: 8

Clark, R. N. (1999). Spectroscopy of rocks and minerals and principles of spectroscopy. In ''Remote Sensing for the Earth Sciences'' (A. N. Rencz, Ed.), pp. 3-58. John Wiley & Sons, Chichester, UK.
Dunn, B., Beecher, G., Batten, G., and Blakeny, A. (2000). Estimating the uptake of nitrogen by rice crops using near infrared reflectance analysis of soil. In ''Near Infrared Spectroscopy: Proceedings of the 9th International Conference'' (A. M. C. Davies and R. Giangiacomo, Eds.), pp. 565-568. NIR Publications, Chichester, UK/Verona, Italy.
Farmer, V. C., (Ed.) (1974). The Infra-Red Spectra of Minerals, pp. 1-539. Mineralogical Society, London.
Malley, D. F., Martin, P. D., McClintock, L. M., Yesmin, L., Eilers, R. G., and Haluschak, P. (2000). Feasibility of analysing archived Canadian prairie agricultural soils by near infrared reflectance spectroscopy. In ''Near Infrared Spectroscopy: Proceedings of the 9th International Conference'' (A. M. C. Davies and R. Giangiacomo, Eds.), pp. 579-585. NIR Publications, Chichester, UK.
Pereira, A. G., Go´mez, A. H., and He, Y. (2004). Near-infrared spectroscopy potential to predict N, P, K and OM content in a loamy mixed soil and its combination with precision farming. In ''CIGR International Conference Beijing,'' Beijing, China.
Robert, P. C., Thompson, W. H., and Fairshild, D. (1991). Soil specific anhydrous ammonia management system. ''Symposium on Automated Agriculture for the 21 st century'', pp. 418-426. ASAE, St Joseph, MI.
Stenberg, B., and Nordkvist, E. (1996). Near infrared reflectance measurements to assess the chemical and physical variations in arable soils. In ''Near Infrared Spectroscopy: The Future Waves'' (A. M. C. Davies and P. Williams, Eds.), pp. 498-504. NIR Publications, Chichester, UK/Montreal, Canada.
Stenberg, B., Jonsson, A., and Börjesson, T. (2002). Near infrared technology for soil analysis with implications for precision agriculture. In ''Near Infrared Spectroscopy: Proceedings of the 10th International Conference'' (A. Davies and R. Cho, Eds.), pp. 279-284. NIR Publications, Chichester, UK.

Sorted by citations

Soil quality – A critical review
Bünemann, E. K., Bongiorno, G., Bai, Z., Creamer, R. E., De Deyn, G., de Goede, R., Fleskens, L., Geissen, V., Kuyper, T. W., Mäder, P., et al. (2018) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2018.01.030 · Cited by 2,960 · see citing works
New strategies on the application of artificial intelligence in the field of phytoremediation
Singh, P., Pani, A., Mujumdar, A. S., & Shirkole, S. S. (2023) · International Journal of Phytoremediation · doi:10.1080/15226514.2022.2090500 · Cited by 41 · see citing works
Prediction of chemical and biological variables of soil in grazing areas with visible- and near-infrared spectroscopy
Gandariasbeitia, M., Besga, G., Albizu, I., Larregla, S., & Mendarte, S. (2017) · Geoderma · doi:10.1016/j.geoderma.2017.05.045 · Cited by 33 · see citing works
Reflectance and fluorescence spectroscopy in soil science—current and future research and developments
Mouazen, A. M., Steffens, M., & Borisover, M. (2016) · Soil and Tillage Research · doi:10.1016/j.still.2015.09.002 · Cited by 13 · see citing works
Self-citation

Application of transcutaneous diffuse reflectance spectroscopy in the measurement of blood glucose concentration
陈文亮, 刘蓉, 崔厚欣, et al. (2004) · Acta Scientiarum Naturalium Universitatis Sunyatseni
Effect of different near infrared spectroscopy( NIR) acquisition ways and sample states on the ribbonfish freshness detection results
Meng, Y. (2014) · Science and Technology of Food Industry · Cited by 1 · see citing works
Application of transcutaneous diffuse reflectance spectroscopy in the measurement of blood glucose concentration
Chen, W., Liu, R., Cui, H., et al. (2004) · Chinese Optics Letters · Cited by 4 · see citing works
Method validation for the analysis of licorice acid in the blending process by near infrared diffuse reflectance spectroscopy
Xue, Z., Xu, B., Yang, C., et al. (2015) · Analytical Methods · doi:10.1039/c5ay01289a · Cited by 10 · see citing works
Rapid detection of caffeine content in Tankejing powder with NIR spectroscopy
Cai-mei, W. (2011) · Yaowu fenxi zazhi

Authors: Stenberg, B., Viscarra Rossel, R. A., Mouazen, A. M., & Wetterlind, J.
Affiliations: Swedish University of Agricultural Sciences (SE)
Cranfield University (GB)
ORCID: Stenberg, Bo
Mouazen, Abdul Mounem
Wetterlind, Johanna
Venue: Advances in Agronomy
Publisher: Elsevier
Published: 2010
Pages: 163-215
ISSN: 0065-2113 (ISSN-L)
DOI: 10.1016/s0065-2113(10)07005-7
OpenAlex: W1592341820
Cited by: 1,549
References: 168
Citations by year: 2026: 156 · 2025: 136 · 2024: 119 · 2023: 140 · 2022: 148 · 2021: 153 · 2020: 113 · 2019: 112 · 2018: 96 · 2017: 81 · 2016: 70 · 2015: 59 · 2014: 57 · 2013: 59 · 2012: 23
FWCI: 76.42
Type: book chapter
Language: en
Open access: closed
Locations: Advances in agronomy (publishedVersion)
Epsilon Open Archive (Sveriges lantbruksuniversitet biblioteket (Swedish University of Agricultural Sciences)) (acceptedVersion)
Topics: Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
Physical Sciences › Environmental Science › Environmental Engineering › Soil Geostatistics and Mapping
Physical Sciences › Environmental Science › Ecology › Remote Sensing in Agriculture
Keywords: visible and near-infrared spectroscopy, soil spectroscopy, diffuse reflectance spectroscopy, multivariate calibration, soil organic matter, soil minerals, soil texture, soil nutrients, soil moisture, soil pH, heavy metals in soil, calibration robustness, sample preparation, soil mapping

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