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Applied and Environmental Soil Science
Volume 2012 (2012), Article ID 274903, 12 pages
The Effects of Spectral Pretreatments on Chemometric Analyses of Soil Profiles Using Laboratory Imaging Spectroscopy
1Environmental Remote Sensing and Geoinformatics, Trier University, 54286 Trier, Germany
2Lehrstuhl für Bodenkunde, Technische Universität München, 85350 Freising-Weihenstephan, Germany
Received 17 February 2012; Revised 11 May 2012; Accepted 18 September 2012
Academic Editor: Raphael Viscarra Rossel
Copyright © 2012 Henning Buddenbaum and Markus Steffens. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Citations to this Article [18 citations]
The following is the list of published articles that have cited the current article.
- Gianluca Martelloni, Andrea Ciampalini, Luca Innocenti, and Sandro Moretti, “Two GUIs-based analysis tool for spectroradiometer data pre-processing,” Earth Science Informatics, vol. 6, no. 4, pp. 227–240, 2013.
- Simon Adar, Yoel Shkolnisky, and Eyal Ben-Dor, “Change detection of soils under small-scale laboratory conditions using imaging spectroscopy sensors,” Geoderma, 2013.
- Lhotáková Zuzana, Brodský Lukáš, Kupková Lucie, Kopačková Veronika, Potůčková Markéta, Mišurec Jan, Klement Aleš, Kovářová Monika, and Albrechtová Jana, “Detection of multiple stresses in Scots pine growing at post-mining sites using visible to near-infrared spectroscopy,” Environmental Science: Processes & Impacts, vol. 15, no. 11, pp. 2004, 2013.
- Sidonie Y. Tankeu, Ilze Vermaak, Guy P.P. Kamatou, and Alvaro M. Viljoen, “Vibrational spectroscopy and chemometric modeling: An economical and robust quality control method for lavender oil,” Industrial Crops and Products, vol. 59, pp. 234–240, 2014.
- Said Nawar, Henning Buddenbaum, and Joachim Hill, “Estimation of soil salinity using three quantitative methods based on visible and near-infrared reflectance spectroscopy: a case study from Egypt,” Arabian Journal of Geosciences, 2014.
- Somsubhra Chakraborty, David C. Weindorf, Bin Li, Md. Nasim Ali, K. Majumdar, and D.P. Ray, “Analysis of petroleum contaminated soils by spectral modeling and pure response profile recovery of n-hexane,” Environmental Pollution, vol. 190, pp. 10–18, 2014.
- Mamat Sawut, Abduwasit Ghulam, Tashpolat Tiyip, Yan-jun Zhang, Jian-li Ding, Fei Zhang, and Matthew Maimaitiyiming, “Estimating soil sand content using thermal infrared spectra in arid lands,” International Journal of Applied Earth Observation and Geoinformation, vol. 33, pp. 203–210, 2014.
- Xavier Hadoux, Nathalie Gorretta, Jean-Michel Roger, Ryad Bendoula, and Gilles Rabatel, “Comparison of the efficacy of spectral pre-treatments for wheat and weed discrimination in outdoor conditions,” Computers and Electronics in Agriculture, vol. 108, pp. 242–249, 2014.
- Henning Buddenbaum, Oksana Stern, Barbara Paschmionka, Erik Hass, Thomas Gattung, Johannes Stoffels, Joachim Hill, and Willy Werner, “Using VNIR and SWIR field imaging spectroscopy for drought stress monitoring of beech seedlings,” International Journal of Remote Sensing, vol. 36, no. 18, pp. 4590–4605, 2015.
- Said Nawar, Henning Buddenbaum, Joachim Hill, Jacek Kozak, and Abdul M. Mouazen, “Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy,” Soil and Tillage Research, 2015.
- Ingunn Burud, Christophe Moni, Andreas Flo, Cecilia Futsaether, Markus Steffens, and Daniel P. Rasse, “Qualitative and quantitative mapping of biochar in a soil profile using hyperspectral imaging,” Soil and Tillage Research, 2015.
- Lankapalli Ravikanth, Chandra B. Singh, Digvir S. Jayas, and Noel D.G. White, “Classification of contaminants from wheat using near-infrared hyperspectral imaging,” Biosystems Engineering, vol. 135, pp. 73–86, 2015.
- Somsubhra Chakraborty, David C. Weindorf, Sathi Paul, Bhaswati Ghosh, Bin Li, Md. Nasim Ali, Rakesh Kumar Ghosh, D.P. Ray, and K. Majumdar, “Diffuse Reflectance Spectroscopy for Monitoring Lead in Landfill Agricultural Soils of India,” Geoderma Regional, 2015.
- Tao Chen, Qingrui Chang, J.G.P.W. Clevers, and L. Kooistra, “Rapid identification of soil cadmium pollution risk at regional scale based on visible and near-infrared spectroscopy,” Environmental Pollution, vol. 206, pp. 217–226, 2015.
- Ana Moral, Elena Cabeza, Roberto Aguado, and Antonio Tijero, “NIRS Characterization of Paper Pulps to Predict Kappa Number,” Journal of Spectroscopy, vol. 2015, pp. 1–6, 2015.
- Zhenzhen Xiao, Yi Li, and Hao Feng, “Modeling soil cation concentration and sodium adsorption ratio using observed diffuse reflectance spectra,” Canadian Journal of Soil Science, pp. 1–14, 2016.
- Lankapalli Ravikanth, Digvir S. Jayas, Noel D. G. White, Paul G. Fields, and Da-Wen Sun, “Extraction of Spectral Information from Hyperspectral Data and Application of Hyperspectral Imaging for Food and Agricultural Products,” Food and Bioprocess Technology, 2016.
- Veronika Kopačková, Eyal Ben-Dor, Nimrod Carmon, and Gila Notesco, “Modelling Diverse Soil Attributes with Visible to Longwave Infrared Spectroscopy Using PLSR Employed by an Automatic Modelling Engine,” Remote Sensing, vol. 9, no. 2, pp. 134, 2017.