Quantitative mapping of clay minerals using airborne imaging spectroscopy: New data on mugello (Italy) from SIM-GA prototypal sensor

European Journal of Remote Sensing

Volumn 46, Issue 1, 2013, Pages 1-17

  Garfagnoli, Francesca ^a   Ciampalini, Andrea ^a   Moretti, Sandro ^a   Chiarantini, Leandro ^b   Vettori, Silvia ^a  

^a UNIVERSITY OF FLORENCE   (Italy)

^b Selex Galileo SpA   (Italy)

Author keywords

Clay minerals; Hyperspectral; SIM GA; Soil mapping

Indexed keywords

IMAGE RESOLUTION; PHOTOMAPPING; REMOTE SENSING; SOIL CONSERVATION; SOIL SURVEYS; SOILS;

CONSERVATION PLANNING; HIGH SPATIAL RESOLUTION; HYPERSPECTRAL; QUANTITATIVE MAPPING; REMOTE SENSING TECHNOLOGY; SOIL DEGRADATION PROCESS; SOIL MAPPING; SPATIAL RESOLUTION;

CLAY MINERALS;

EID: 84875133217     PISSN: None     EISSN: 22797254     Source Type: Journal    
DOI: 10.5721/EuJRS20134601     Document Type: Article

References (41)

1. Anderson G.P., Kneizys F.X., Chetwynd J.H., Wang J., Hoke M.L., Rothman L.S., Kimball L.M., McClatchey R.A., Shettle E.P., Clough S.A., Gallery W.O., Abreu L.W., Selby J.E.A. (1995) FASCODE/MODTRAN/LOWTRAN: Past/Present/Future. In: 18th Annual Review Conference on Atmospheric Transmission Models, Hanscom Air Force Base, MA.
2. Ben-Dor E. (2002) Quantitative remote sensing of soil properties. Advances in Agronomy, 38: 1-44.
3. Ben-Dor E., Banin A. (1995) Near-infrared analysis (NIRA) as a method to simultaneously evaluate spectral featureless constituents in soils. Soil Science, 159: 259-270. doi: http://dx.doi.org/10.1097/00010694-199504000-00005.
4. Ben-Dor E., Chabrillat S., Demattê J.A.M., Taylor G.R., Hill J., Whiting M.L., Sommer S. (2009) Using Imaging Spectroscopy to study soil properties. Remote Sensing of Environment, 113: S38-S55. doi: http://dx.doi.org/10.1016/j.rse.2008.09.019.
5. Benvenuti M. (2003) Facies analysis and tectonic significance of lacustrine fan-deltaic successions in the Pliocene-Pleistocene Mugello Basin, Central Italy. Sedimentary Geology, 157 (3-4): 197-234. doi: http://dx.doi.org/10.1016/S0037-0738(02)00234-8.
6. Bower T.L., Rowan L.C. (1996) Remote mineralogic and lithological mapping of the Ice River alkaline complex, British Columbia, Canada, using AVIRIS data. Photogrammetric Engineering and Remote Sensing, 62: 1143-1376.
7. Brown D.J., Shepherd K.D., Walsh M.G., Mays M.D., Reinsch T.G. (2006) Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma, 132: 273-290. doi: http://dx.doi.org/10.1016/j.geoderma.2005.04.025.
8. CARG Project, Sheet 264, Borgo S. Lorenzo, http://www.regione.toscana.it/regione/export/RT/sito-RT/Contenuti/sezioni/territorio/geologia/visualizza_asset.html_399098699.html.
9. Chabrillat S., Goetz A.F.H., Krosley L., Olsen H.W. (2002) Use of hyperspectral images in the identification and mapping of expansive clay soils and the role of spatial resolution. Remote Sensing of Environment, 82: 431-445. doi: http://dx.doi.org/10.1016/S0034-4257(02)00060-3.
10. Ciampalini A., Garfagnoli F., Antonielli B., Moretti S., Righini G. (2012) Remote sensing techniques using Landsat ETM+ applied to the detection of iron ore deposits in Western Africa. Arabian Journal of Geosciences. doi: http://dx.doi.org/10.1007/s12517-012-0725-0.
11. Clark R.N. (1999) Spectroscopy of rocks and minerals and principles of spectroscopy. In: A. N. Rencz (Ed.), Remote Sensing for the Earth Sciences. John Wiley & Sons, Chichester, UK, pp. 3-58.
12. Clark R.N., Roush T.L. (1984) Reflectance spectroscopy: Quantitative analysis techniques for remote sensing applications. Journal of Geophysical Research, 89: 6329-6340. doi: http://dx.doi.org/10.1029/JB089iB07p06329.
13. Commission of the European Communities (2002) Communication from the commission to the council, the european parliament, the economic and social committee and the committee of the regions. Towards a Thematic Strategy for Soil Protection. Brussels, 16.4.2002 COM(2002) 179 final, pp 35.
14. Cocks T., Jenssen R., Stewart A., Wilson I., Shields T. (1998) The HyMapTM Airborne Hyperspectral Sensor: The System, Calibration and Performance. In: Proceedings of the 1st EARSEL Workshop on Imaging Spectroscopy, 6-8 October 1998, Zurich, pp. 37-42.
15. Cozzolino D., Moron A. (2003) The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics. Journal of Agricultural Sciences, 140: 65-71. doi: http://dx.doi.org/10.1017/S0021859602002836.
16. Crouvi O., Ben-dor E., Beyth M., Avigad D., Amit R. (2006) Quantitative mapping of arid alluvial fan surfaces using field spectrometer and hyperspectral remote sensing. Remote Sensing of Environment, 104: 103-117. doi: http://dx.doi.org/10.1016/j.rse.2006.05.004.
17. Galvão L.S., Formaggio A.R., Couto E.G., Roberts D.A. (2008) Relationships between the mineralogical and chemical composition of tropical soils and topography from hyperspectral remote sensing data. ISPRS Journal of Photogrammetry & Remote Sensing, 63 (2): 259-271. doi: http://dx.doi.org/10.1016/j.isprsjprs.2007.09.006.
18. Goetz A.F.H., Vane G., Solomon J.E., Rock B.N. (1985) Imaging spectrometry for earth remote sensing. Science, 228: 1147-1153. doi: http://dx.doi.org/10.1126/science.228.4704.1147.
19. Gomez C., Lagacherie P., Coulouma G. (2008) Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements. Geoderma, 148 (2): 141-148. doi: http://dx.doi.org/10.1016/j.geoderma.2008.09.016.
20. Green A.A., Craig M.D. (1985) Analysis of aircraft spectrometer data with logarithmic residuals. In: Proceedings AIS workshop, April 8-10 1985, Jet Propulsion Laboratory, Pasadena, California, pp. 111-119.
21. Green R.O., Eastwood M.L., Sarture C.M., Chrien T.G., Aronsson M., Chippendale B.J., Faust J.A., Pauri B.E., Chovit C.J., Solis M., Olah M.R., Williams O. (1998) Imaging spectroscopy and the Airborne Visible/Infrared Imaging Spectrometer (AVIRIS). Remote Sensing of Environment, 65: 227-248. doi: http://dx.doi.org/10.1016/S0034-4257(98)00064-9.
22. Kokaly R.F. (2001) Investigating a physical basis for spectroscopic estimates of leaf nitrogen concentration. Remote Sensing of Environment, 75 (2): 153-161. doi: http://dx.doi.org/10.1016/S0034-4257(00)00163-2.
23. Lagacherie P., Baret F., Feret J.B., Madeira Netto J., Robbez-Masson J.M. (2008) Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements. Remote Sensing of Environment, 112: 825-835. doi: http://dx.doi.org/10.1016/j.rse.2007.06.014.
24. Le Bissonnais Y. (1996) Aggregate stability and assessment of crustability and erodibility: I. Theory and methodology. European Journal of Soil Science, 47: 425-437. doi: http://dx.doi.org/10.1111/j.1365-2389.1996.tb01843.x.
25. Leone A. P. (2000) Spettrometria e valutazione della riflettanza spettrale dei suoli nel dominio ottico 400 - 2500 nm. Rivista Italiana di Telerilevamento, 19: 3-28.
26. Lutterotti L., Bortolotti M., Ischia G., Lonardelli I., Wenk H.R. (2007) Rietveld texture analysis from diffraction images. Zeitschrift für Kristallographie Supplements, 26: 125-130. doi: http://dx.doi.org/10.1524/zksu.2007.2007.suppl_26.125.
27. Lutterotti L., Matthies S., Wenk H.R., Schults A.J., Richardson J.W. (1997) Combined texture and structure analysis of deformed limestone from time-of-flight neutron diffraction spectra. Journal of Applied Physics, 81: 594-600. doi: http://dx.doi.org/10.1063/1.364220.
28. Madeira Netto J.S.R., Robbez-Masson J.M., Martins E. (2006) Visible-NIR hyperspectral imagery for discriminating soil types in the La Peyne watershed (France). In Lagacherie P., Mc Bratney A.B. and Voltz M. (Eds.), Digital Soil Mapping: an Introductory Perspective, Elsevier Montpellier. doi: http://dx.doi.org/10.1016/S0166-2481(06)31017-3.
29. Plaza A., Benediktsson J.A., Boardman J., Brazile J., Bruzzone L., Camps-Valls G., Chanussot J., Fauvel M., Gamba P., Gualtieri J.A., Marconicini M., Tilton J. C., Trianni G. (2009) Recent advances in techniques for hyperspectral image processing. Remote Sensing of Environment, 113: 110-122. doi: http://dx.doi.org/10.1016/j.rse.2007.07.028.
30. Porter W.M., Enmark H.T. (1987) A system overview of the Airborne Visible/Infrared Imaging Spectrometer (AVIRIS). In: Proceedings of the 31st Annual International Technical Symposium, Society of Photo-Optical Instrumentation Engineers (SPIE), 834, pp. 22-31.
31. Poulet F., Gomez C., Bibring J.P., Langevin Y., Gondet B., Pinet P., Belluci G., Mustard J. (2007) Martian surface mineralogy from Observatoire pour la Minéralogie, l'Eau, les Glaces et l'Activité on board the Mars Express spacecraft (OMEGA/MEx): global mineral maps. Journal of Geophysical Research, 112: E08S02. doi: http://dx.doi.org/10.1029/2006JE002840.
32. Selige T., Böhner J., Schmidhalter U. (2006) High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modelling procedures. Geoderma, 136: 235-244. doi: http://dx.doi.org/10.1016/j.geoderma.2006.03.050.
33. Sumfleth K., Duttmann R. (2007) Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators. Ecological Indicators, 8: 485-501. doi: http://dx.doi.org/10.1016/j.ecolind.2007.05.005.
34. Summers D., Lewis M., Ostendorf B., Chittleborough D. (2011) Visible near infrared reflectance spectroscopy as a predictive indicator of soil properties. Ecological Indicators, 11(1): 123-131. doi: http://dx.doi.org/10.1016/j.ecolind.2009.05.001.
35. Ufer K., Kleeberg R., Bergmann J., Curtius H., Dohrmann R. (2008) Refining real structure parameters of disordered layer structures within the Rietveld method. Zeitschrift für Kristallographie Supplements, 27: 151-158. doi: http://dx.doi.org/10.1524/zksu.2008.0020.
36. Ufer K., Roth G., Kleeberg R., Stanjek H., Dohrmann R., Bergmann J. (2004) Description of X-ray powder pattern of turbostratically disordered layer structures with a Rietveld compatible approach. Zeitschrift für Kristallographie, 219: 519-527. doi: http://dx.doi.org/10.1524/zkri.219.9.519.44039.
37. van der Meer F. (1995) Spectral reflectance of carbonate mineral mixtures and bidirectional reflectance theory: quantitative analysis for application in remote sensing. Remote Sensing Review, 13: 67-94. doi: http://dx.doi.org/10.1080/02757259509532297.
38. Vane G., Goetz A.F.H. (1988) Terrestrial imaging spectroscopy. Remote Sensing of Environment, 24: 1-29. doi: http://dx.doi.org/10.1016/0034-4257(88)90003-X.
39. Viscarra Rossel R.A., McGlynn R.N., McBratney A.B. (2006a) Determining the composition of mineral-organic mixes using UV-VIS-NIR diffuse reflectance spectroscopy. Geoderma, 137: 70-82. doi: http://dx.doi.org/10.1016/j.geoderma.2006.07.004.
40. Viscarra Rossel R.A., Walvoort D.J.J., McBratney A.B., Janik L.J., Skjemstad J.O. (2006b) Visible, near infrared, mid infrared or combined diffused reflectance spectroscopy for simultaneous assessment of various soil properties. Geoderma, 131: 59-75. doi: http://dx.doi.org/10.1016/j.geoderma.2005.03.007.
41. Walvoort D.J.J., McBratney A. (2001) Diffuse reflectance spectrometry as a proximal sensing tool for precision agriculture. In: G. Grenier and S. Blackmore (Eds.), Third European Conference on Precision Agriculture, ECPA, vol. 1, Agro Montpellier, Montpellier, France, pp. 503-507.