Citations (73)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (6)
M. Lalitha, S. Dharumarajan, C. Gomez, Rajendra Hegde, Arti Koyal, Shivanand Khandal, BN. Shashikumar & S. Parvathy. (2023) Spectral assessment of soil properties in semi-arid tropical regions of southern Karnataka Plateau. Archives of Agronomy and Soil Science 69:11, pages 2065-2080.
Read now
Read now
Hanyeh Sepahvand, Reza Mirzaeitalarposhti, Kianoush Beiranvand, Mohammad Feizian & Torsten Müeller. (2019) Prediction of soil carbon levels in calcareous soils of Iran by mid-infrared reflectance spectroscopy. Environmental Pollutants and Bioavailability 31:1, pages 9-17.
Read now
Read now
Deborah Linsler, Anja Sawallisch, Heinrich Höper, Harald Schmidt, Michael Vohland & Bernard Ludwig. (2017) Near-infrared spectroscopy for determination of soil organic C, microbial biomass C and C and N fractions in a heterogeneous sample of German arable surface soils. Archives of Agronomy and Soil Science 63:11, pages 1499-1509.
Read now
Read now
Hongzhang Kang, Huanhuan Gao & Wenjuan Yu. (2017) Evaluation of spectral pretreatments, spectral range, and regression methods for quantitative spectroscopic analysis of soil organic carbon composition. Spectroscopy Letters 50:3, pages 143-149.
Read now
Read now
José M. Soriano-Disla, Les J. Janik, Raphael A. Viscarra Rossel, Lynne M. Macdonald & Michael J. McLaughlin. (2014) The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties. Applied Spectroscopy Reviews 49:2, pages 139-186.
Read now
Read now
Luis Galvez‐Sola, Raul Moral, Joaquin Moreno‐Caselles, Maria Dolores Perez‐Murcia, Aurelia Perez‐Espinosa, Maria Angeles Bustamante & Concepcion Paredes. (2009) Effectiveness of Near Infrared Reflectance Spectroscopy in the Quick Evaluation of Nitrogen Content in Sewage Sludge. Communications in Soil Science and Plant Analysis 40:1-6, pages 726-735.
Read now
Read now
Articles from other publishers (67)
Nandrianina Ramifehiarivo, Bernard G. Barthès, Aurélie Cambou, Lydie Chapuis-Lardy, Tiphaine Chevallier, Alain Albrecht & Tantely Razafimbelo. (2023) Comparison of near and mid-infrared reflectance spectroscopy for the estimation of soil organic carbon fractions in Madagascar agricultural soils. Geoderma Regional 33, pages e00638.
Crossref
Crossref
Jianxin Yin, Zhan Shi, Baoguo Li, Fujun Sun, Tianyu Miao, Zhou Shi, Songchao Chen, Meihua Yang & Wenjun Ji. (2023) Prediction of Soil Properties in a Field in Typical Black Soil Areas Using in situ MIR Spectra and Its Comparison with vis-NIR Spectra. Remote Sensing 15:8, pages 2053.
Crossref
Crossref
Lotte Patty Mens, Aida Bargués‐Tobella, Frank Sterck, Tor‐Gunnar Vågen, Leigh Ann Winowiecki & Madelon Lohbeck. (2022) Towards effectively restoring agricultural landscapes in East African drylands: Linking plant functional traits with soil hydrology. Journal of Applied Ecology 60:1, pages 91-100.
Crossref
Crossref
Jiangsan Zhao & Shuming Wan. 2023. Innovation for Environmentally-friendly Food Production and Food Safety in China. Innovation for Environmentally-friendly Food Production and Food Safety in China
67
91
.
Said Nawar & Abdul M. Mouazen. (2022) Combining mid infrared spectroscopy with stacked generalisation machine learning for prediction of key soil properties. European Journal of Soil Science 73:6.
Crossref
Crossref
Wartini Ng, Budiman Minasny, Sang Ho Jeon & Alex McBratney. (2022) Mid-infrared spectroscopy for accurate measurement of an extensive set of soil properties for assessing soil functions. Soil Security 6, pages 100043.
Crossref
Crossref
Shuo Li, Raphael A. Viscarra Rossel & Richard Webster. (2021) The cost‐effectiveness of reflectance spectroscopy for estimating soil organic carbon. European Journal of Soil Science 73:1.
Crossref
Crossref
Vishal Sharma, Rohini Chauhan & Raj Kumar. (2021) Spectral characteristics of organic soil matter: A comprehensive review. Microchemical Journal 171, pages 106836.
Crossref
Crossref
Vilém Pechanec, Alexander Mráz, Ladislav Rozkošný & Pavel Vyvlečka. (2021) Usage of Airborne Hyperspectral Imaging Data for Identifying Spatial Variability of Soil Nitrogen Content. ISPRS International Journal of Geo-Information 10:6, pages 355.
Crossref
Crossref
Nuwan K. Wijewardane, Yufeng Ge, Jonathan Sanderman & Richard Ferguson. (2021) Fine grinding is needed to maintain the high accuracy of mid‐infrared diffuse reflectance spectroscopy for soil property estimation. Soil Science Society of America Journal 85:2, pages 263-272.
Crossref
Crossref
Uemeson José dos Santos, José Alexandre de Melo Demattê, Rômulo Simões Cezar Menezes, André Carnieletto Dotto, Clécia Cristina Barbosa Guimarães, Bruno José Rodrigues Alves, Dário Costa Primo & Everardo Valadares de Sá Barretto Sampaio. (2020) Predicting carbon and nitrogen by visible near-infrared (Vis-NIR) and mid-infrared (MIR) spectroscopy in soils of Northeast Brazil. Geoderma Regional 23, pages e00333.
Crossref
Crossref
Madelon Lohbeck, Peggy Albers, Laetitia E. Boels, Frans Bongers, Samuel Morel, Fergus Sinclair, Bertin Takoutsing, Tor-Gunnar Vågen, Leigh A. Winowiecki & Emilie Smith-Dumont. (2020) Drivers of farmer-managed natural regeneration in the Sahel. Lessons for restoration. Scientific Reports 10:1.
Crossref
Crossref
D. K. Benbi & Shahida Nisar. 2020. Carbon Management in Tropical and Sub-Tropical Terrestrial Systems. Carbon Management in Tropical and Sub-Tropical Terrestrial Systems
379
402
.
Jean-Martial Johnson, Elke Vandamme, Kalimuthu Senthilkumar, Andrew Sila, Keith D. Shepherd & Kazuki Saito. (2019) Near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for assessing soil fertility in rice fields in sub-Saharan Africa. Geoderma 354, pages 113840.
Crossref
Crossref
F. Aghamir, S. M. Hamidi, M. M. Tehranchi & R. Mirzaiee. (2019) Combined Application of Imaging Methods for Estimating Soil Physicochemical Properties. Eurasian Soil Science 52:8, pages 926-934.
Crossref
Crossref
A.K. Nayak, Mohammad Mahmudur Rahman, Ravi Naidu, B. Dhal, C.K. Swain, A.D. Nayak, R. Tripathi, Mohammad Shahid, Mohammad Rafiqul Islam & H. Pathak. (2019) Current and emerging methodologies for estimating carbon sequestration in agricultural soils: A review. Science of The Total Environment 665, pages 890-912.
Crossref
Crossref
Fabrício S. Terra, Raphael A. Viscarra Rossel & José A.M. Demattê. (2019) Spectral fusion by Outer Product Analysis (OPA) to improve predictions of soil organic C. Geoderma 335, pages 35-46.
Crossref
Crossref
Leigh Ann Winowiecki, Tor-Gunnar Vågen, Margaret F. Kinnaird & Timothy G. O'Brien. (2018) Application of systematic monitoring and mapping techniques: Assessing land restoration potential in semi-arid lands of Kenya. Geoderma 327, pages 107-118.
Crossref
Crossref
Tor‐Gunnar Vågen, Leigh Ann Winowiecki, Wayne Twine & Karen Vaughan. (2018) Spatial Gradients of Ecosystem Health Indicators across a Human‐Impacted Semiarid Savanna. Journal of Environmental Quality 47:4, pages 746-757.
Crossref
Crossref
Cora Vos, Angélica Jaconi, Anna Jacobs & Axel Don. (2018) Hot regions of labile and stable soil organic carbon in Germany – Spatial variability and driving factors. SOIL 4:2, pages 153-167.
Crossref
Crossref
Nuwan K. Wijewardane, Yufeng Ge, Skye Wills & Zamir Libohova. (2018) Predicting Physical and Chemical Properties of US Soils with a Mid‐Infrared Reflectance Spectral Library. Soil Science Society of America Journal 82:3, pages 722-731.
Crossref
Crossref
Madelon Lohbeck, Leigh Winowiecki, Ermias Aynekulu, Clement Okia & Tor-Gunnar Vågen. (2018) Trait-based approaches for guiding the restoration of degraded agricultural landscapes in East Africa. Journal of Applied Ecology 55:1, pages 59-68.
Crossref
Crossref
Lei ZhangX. M. YangCraig F. DruryM. ChantignyEd GregorichJim MillerShabtai BittmanW. ReynoldsJingyi Yang. (2017) Infrared spectroscopy prediction of organic carbon and total nitrogen in soil and particulate organic matter from diverse Canadian agricultural regions. Canadian Journal of Soil Science.
Crossref
Crossref
Lizardo Reyna, Francis Dube, Juan A. Barrera & Erick Zagal. (2017) Potential Model Overfitting in Predicting Soil Carbon Content by Visible and Near-Infrared Spectroscopy. Applied Sciences 7:7, pages 708.
Crossref
Crossref
Xiaolin Jia, Songchao Chen, Yuanyuan Yang, Lianqing Zhou, Wu Yu & Zhou Shi. (2017) Organic carbon prediction in soil cores using VNIR and MIR techniques in an alpine landscape. Scientific Reports 7:1.
Crossref
Crossref
Érika Pinheiro, Marcos Ceddia, Christopher Clingensmith, Sabine Grunwald & Gustavo Vasques. (2017) Prediction of Soil Physical and Chemical Properties by Visible and Near-Infrared Diffuse Reflectance Spectroscopy in the Central Amazon. Remote Sensing 9:4, pages 293.
Crossref
Crossref
Francisco J. Calderón, Steve Culman, Johan Six, Alan J. Franzluebbers, Meagan Schipanski, Joshua Beniston, Stuart Grandy & Angela Y. Y. Kong. (2017) Quantification of Soil Permanganate Oxidizable C (POXC) Using Infrared Spectroscopy. Soil Science Society of America Journal 81:2, pages 277-288.
Crossref
Crossref
Leigh Winowiecki, Tor-Gunnar Vågen, Boniface Massawe, Nicolas A. Jelinski, Charles Lyamchai, George Sayula & Elizabeth Msoka. (2015) Landscape-scale variability of soil health indicators: effects of cultivation on soil organic carbon in the Usambara Mountains of Tanzania. Nutrient Cycling in Agroecosystems 105:3, pages 263-274.
Crossref
Crossref
E.A. Rienzi, A.E. Maggi, M. Scroffa, V.C. Lopez & P. Cabanella. (2016) Autoregressive state spatial modeling of soil bulk density and organic carbon in fields under different tillage system. Soil and Tillage Research 159, pages 56-66.
Crossref
Crossref
M.P.N.K. Henaka Arachchi, D.J. Field & A.B. McBratney. (2016) Quantification of soil carbon from bulk soil samples to predict the aggregate-carbon fractions within using near- and mid-infrared spectroscopic techniques. Geoderma 267, pages 207-214.
Crossref
Crossref
R.A. Viscarra Rossel, T. Behrens, E. Ben-Dor, D.J. Brown, J.A.M. Demattê, K.D. Shepherd, Z. Shi, B. Stenberg, A. Stevens, V. Adamchuk, H. Aïchi, B.G. Barthès, H.M. Bartholomeus, A.D. Bayer, M. Bernoux, K. Böttcher, L. Brodský, C.W. Du, A. Chappell, Y. Fouad, V. Genot, C. Gomez, S. Grunwald, A. Gubler, C. Guerrero, C.B. Hedley, M. Knadel, H.J.M. Morrás, M. Nocita, L. Ramirez-Lopez, P. Roudier, E.M. Rufasto Campos, P. Sanborn, V.M. Sellitto, K.A. Sudduth, B.G. Rawlins, C. Walter, L.A. Winowiecki, S.Y. Hong & W. Ji. (2016) A global spectral library to characterize the world's soil. Earth-Science Reviews 155, pages 198-230.
Crossref
Crossref
Lance Ouellette, R. Paul Voroney & Laura L. Van Eerd. (2016) DRIFT Spectroscopy to Assess Cover Crop and Corn Stover Decomposition in Lab-Incubated Soil. Soil Science Society of America Journal 80:2, pages 284-293.
Crossref
Crossref
Tor-G. Vågen, Leigh A. Winowiecki, Jerome E. Tondoh, Lulseged T. Desta & Thomas Gumbricht. (2016) Mapping of soil properties and land degradation risk in Africa using MODIS reflectance. Geoderma 263, pages 216-225.
Crossref
Crossref
Leigh Winowiecki, Tor-Gunnar Vågen & Jeroen Huising. (2016) Effects of land cover on ecosystem services in Tanzania: A spatial assessment of soil organic carbon. Geoderma 263, pages 274-283.
Crossref
Crossref
Wei Hu, Henry Wai Chau & Bing Cheng Si. (2015) Vis-Near IR Reflectance Spectroscopy for Soil Organic Carbon Content Measurement in the Canadian Prairies. CLEAN - Soil, Air, Water 43:8, pages 1215-1223.
Crossref
Crossref
R. A. Viscarra Rossel & W. S. Hicks. (2015) Soil organic carbon and its fractions estimated by visible-near infrared transfer functions. European Journal of Soil Science 66:3, pages 438-450.
Crossref
Crossref
N.M. Knox, S. Grunwald, M.L. McDowell, G.L. Bruland, D.B. Myers & W.G. Harris. (2015) Modelling soil carbon fractions with visible near-infrared (VNIR) and mid-infrared (MIR) spectroscopy. Geoderma 239-240, pages 229-239.
Crossref
Crossref
Marco Nocita, Antoine Stevens, Bas van Wesemael, Matt Aitkenhead, Martin Bachmann, Bernard Barthès, Eyal Ben Dor, David J. Brown, Michael Clairotte, Adam Csorba, Pierre Dardenne, Jose A.M. Demattê, Valerie Genot, Cesar Guerrero, Maria Knadel, Luca Montanarella, Carole Noon, Leonardo Ramirez-Lopez, Jean Robertson, Hiro Sakai, Jose M. Soriano-Disla, Keith D. Shepherd, Bo Stenberg, Erick K. Towett, Ronald Vargas & Johanna Wetterlind. 2015.
139
159
.
M. Vohland, M. Ludwig, S. Thiele-Bruhn & B. Ludwig. (2014) Determination of soil properties with visible to near- and mid-infrared spectroscopy: Effects of spectral variable selection. Geoderma 223-225, pages 88-96.
Crossref
Crossref
Sanjai J. Parikh, Keith W. Goyne, Andrew J. Margenot, Fungai N.D. Mukome & Francisco J. Calderón. 2014.
1
148
.
Asa Gholizadeh, Luboš Borůvka, Mohammadmehdi Saberioon & Radim Vašát. (2013) Visible, Near-Infrared, and Mid-Infrared Spectroscopy Applications for Soil Assessment with Emphasis on Soil Organic Matter Content and Quality: State-of-the-Art and Key Issues. Applied Spectroscopy 67:12, pages 1349-1362.
Crossref
Crossref
Mohsen Forouzangohar, Daniel Cozzolino, Ronald J. Smernik, Jeffrey A. Baldock, Sean T. Forrester, David J. Chittleborough & Rai S. Kookana. (2013) Using the power of C-13 NMR to interpret infrared spectra of soil organic matter: A two-dimensional correlation spectroscopy approach. Vibrational Spectroscopy 66, pages 76-82.
Crossref
Crossref
Vincent de Paul Obade & Rattan Lal. (2013) Assessing land cover and soil quality by remote sensing and geographical information systems (GIS). CATENA 104, pages 77-92.
Crossref
Crossref
Sean T. Forrester, Les J. Janik, Michael J. McLaughlin, José M. Soriano-Disla, Richard Stewart & Ben Dearman. (2013) Total Petroleum Hydrocarbon Concentration Prediction in Soils Using Diffuse Reflectance Infrared Spectroscopy. Soil Science Society of America Journal 77:2, pages 450-460.
Crossref
Crossref
J. A. Baldock, B. Hawke, J. Sanderman & L. M. Macdonald. (2013) Predicting contents of carbon and its component fractions in Australian soils from diffuse reflectance mid-infrared spectra. Soil Research 51:8, pages 577.
Crossref
Crossref
Rintaro Kinoshita, Bianca N. Moebius-Clune, Harold M. Es, W. Dean Hively & A. Volkan Bilgilis. (2012) Strategies for Soil Quality Assessment Using Visible and Near‐Infrared Reflectance Spectroscopy in a Western Kenya Chronosequence. Soil Science Society of America Journal 76:5, pages 1776-1788.
Crossref
Crossref
Mervin St. Luce, Noura Ziadi, Judith Nyiraneza, Gaëtan F. Tremblay, Bernie J. Zebarth, Joann K. Whalen & Mario Laterrière. (2012) Near Infrared Reflectance Spectroscopy Prediction of Soil Nitrogen Supply in Humid Temperate Regions of Canada. Soil Science Society of America Journal 76:4, pages 1454-1461.
Crossref
Crossref
E.I. Azuaje, N.B. Comerford, W.G. Harris, J.B. ReevesIIIIII & S. Grunwald. (2012) Loblolly and slash pine control organic carbon in soil aggregates and carbon mineralization. Forest Ecology and Management 263, pages 1-8.
Crossref
Crossref
James B. ReevesIIIIII, Gregory W. McCarty, Francisco Calderon & W. Dean Hively. 2012. Managing Agricultural Greenhouse Gases. Managing Agricultural Greenhouse Gases
345
366
.
B. Stumpe, L. Weihermüller & B. Marschner. (2011) Sample preparation and selection for qualitative and quantitative analyses of soil organic carbon with mid-infrared reflectance spectroscopy. European Journal of Soil Science 62:6, pages 849-862.
Crossref
Crossref
Michael Vohland, Joachim Besold, Joachim Hill & Heinz-Christian Fründ. (2011) Comparing different multivariate calibration methods for the determination of soil organic carbon pools with visible to near infrared spectroscopy. Geoderma 166:1, pages 198-205.
Crossref
Crossref
Véronique Bellon-Maurel & Alex McBratney. (2011) Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils – Critical review and research perspectives. Soil Biology and Biochemistry 43:7, pages 1398-1410.
Crossref
Crossref
S. M. O’ Rourke & N. M. Holden. (2011) Optical sensing and chemometric analysis of soil organic carbon - a cost effective alternative to conventional laboratory methods?. Soil Use and Management 27:2, pages 143-155.
Crossref
Crossref
Daniel Rückamp, Christopher Martius, Marcos A.L. Bragança & Wulf Amelung. (2011) Lignin patterns in soil and termite nests of the Brazilian Cerrado. Applied Soil Ecology 48:1, pages 45-52.
Crossref
Crossref
H. T. Xie, X. M. Yang, C. F. Drury, J. Y. Yang & X. D. Zhang. (2011) Predicting soil organic carbon and total nitrogen using mid- and near-infrared spectra for Brookston clay loam soil in Southwestern Ontario, Canada. Canadian Journal of Soil Science 91:1, pages 53-63.
Crossref
Crossref
Llorenç Cabrera-Bosquet, Ciro Sánchez, Aldo Rosales, Natalia Palacios-Rojas & José Luis Araus. (2010)
Near-Infrared Reflectance Spectroscopy (NIRS) Assessment of δ
18
O and Nitrogen and Ash Contents for Improved Yield Potential and Drought Adaptation in Maize
. Journal of Agricultural and Food Chemistry 59:2, pages 467-474.
Crossref
Crossref
Thomas Terhoeven-Urselmans, Tor-Gunnar Vagen, Otto Spaargaren & Keith D. Shepherd. (2010) Prediction of Soil Fertility Properties from a Globally Distributed Soil Mid‐Infrared Spectral Library. Soil Science Society of America Journal 74:5, pages 1792-1799.
Crossref
Crossref
James B. ReevesIIIIII. (2010) Near- versus mid-infrared diffuse reflectance spectroscopy for soil analysis emphasizing carbon and laboratory versus on-site analysis: Where are we and what needs to be done?. Geoderma 158:1-2, pages 3-14.
Crossref
Crossref
L. Bornemann, G. Welp & W. Amelung. (2010) Particulate Organic Matter at the Field Scale: Rapid Acquisition Using Mid‐Infrared Spectroscopy. Soil Science Society of America Journal 74:4, pages 1147-1156.
Crossref
Crossref
L. Galvez-Sola, J. Morales, A.M. Mayoral, F.C. Marhuenda-Egea, E. Martinez-Sabater, M.D. Perez-Murcia, M.A. Bustamante, C. Paredes & R. Moral. (2010) Estimation of phosphorus content and dynamics during composting: Use of near infrared spectroscopy. Chemosphere 78:1, pages 13-21.
Crossref
Crossref
Bo Stenberg, Raphael A. Viscarra Rossel, Abdul Mounem Mouazen & Johanna Wetterlind. 2010.
163
215
.
Francisco J. Calderón, Merle F. Vigil, James B. Reeves,IIIIII & David J. Poss. (2009)
Mid-Infrared and Near-Infrared Calibrations for Nutritional Parameters of Triticale (
Triticosecale
) and Pea (
Pisum sativum
)
. Journal of Agricultural and Food Chemistry 57:12, pages 5136-5142.
Crossref
Crossref
Mohsen Forouzangohar, Daniel Cozzolino, Rai S. Kookana, Ronald J. Smernik, Sean T. Forrester & David J. Chittleborough. (2009) Direct Comparison between Visible Near- and Mid-Infrared Spectroscopy for Describing Diuron Sorption in Soils. Environmental Science & Technology 43:11, pages 4049-4055.
Crossref
Crossref
Kerstin Michel, Thomas Terhoeven‐Urselmans, Renate Nitschke, Phillip Steffan & Bernard Ludwig. (2009) Use of near‐ and mid‐infrared spectroscopy to distinguish carbon and nitrogen originating from char and forest‐floor material in soils. Journal of Plant Nutrition and Soil Science 172:1, pages 63-70.
Crossref
Crossref
Didier Brunet, Martial Bernoux & Bernard G. Barthès. (2008) Comparison between predictions of C and N contents in tropical soils using a Vis–NIR spectrometer including a fibre-optic probe versus a NIR spectrometer including a sample transport module. Biosystems Engineering 100:3, pages 448-452.
Crossref
Crossref
Qin Zhou, Yunfei Xi, Hongping He & Ray L. Frost. (2008) Application of near infrared spectroscopy for the determination of adsorbed p-nitrophenol on HDTMA organoclay—implications for the removal of organic pollutants from water. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 69:3, pages 835-841.
Crossref
Crossref
Johanna Wetterlind, Bo Stenberg & Anders Jonsson. (2007) Near infrared reflectance spectroscopy compared with soil clay and organic matter content for estimating within-field variation in N uptake in cereals. Plant and Soil 302:1-2, pages 317-327.
Crossref
Crossref