메뉴 건너뛰기




Volumn 139, Issue , 2013, Pages 415-429

Characterizing regional soil mineral composition using spectroscopy and geostatistics

Author keywords

ASTER; Digital soil mapping; Fixed Rank Kriging; Mineral identification; Spectral feature comparison; Spectroscopy

Indexed keywords

ASTER; DIGITAL SOIL MAPPINGS; KRIGING; MINERAL IDENTIFICATION; SPECTRAL FEATURE;

EID: 84884389125     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.08.018     Document Type: Article
Times cited : (38)

References (86)
  • 1
    • 0037582318 scopus 로고    scopus 로고
    • Jet Propulsion Laboratory, Pasadena, CA, USA, Available at:
    • Abrams H., Hook S. ASTER user handbook 2001, Jet Propulsion Laboratory, Pasadena, CA, USA, (Available at: http://asterweb.jpl.nasa.gov/content/03_data/04_Documents/ aster_user_guide_v2.pdf).
    • (2001) ASTER user handbook
    • Abrams, H.1    Hook, S.2
  • 2
    • 0031221032 scopus 로고    scopus 로고
    • Neural networks, multitemporal landsat thematic mapper data and topographic data to classify forest damages in the Czech Republic
    • Ardö J., Pilesjö P., Skidmore A. Neural networks, multitemporal landsat thematic mapper data and topographic data to classify forest damages in the Czech Republic. Canadian Journal of Remote Sensing 1997, 23:217-229.
    • (1997) Canadian Journal of Remote Sensing , vol.23 , pp. 217-229
    • Ardö, J.1    Pilesjö, P.2    Skidmore, A.3
  • 4
    • 0037139270 scopus 로고    scopus 로고
    • Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - A case study over clayey soil in Israel
    • Ben-Dor E., Patkin K., Banin A., Karnieli A. Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - A case study over clayey soil in Israel. International Journal of Remote Sensing 2002, 23:20.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 20
    • Ben-Dor, E.1    Patkin, K.2    Banin, A.3    Karnieli, A.4
  • 6
    • 0021060264 scopus 로고
    • Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation
    • Burrough P.A. Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation. Journal of Soil Science 1983, 34:577-597.
    • (1983) Journal of Soil Science , vol.34 , pp. 577-597
    • Burrough, P.A.1
  • 7
    • 84869105183 scopus 로고    scopus 로고
    • A methodology for digital soil mapping in poorly-accessible areas
    • Cambule A.H., Rossiter D.G., Stoorvogel J.J. A methodology for digital soil mapping in poorly-accessible areas. Geoderma 2013, 192:341-353.
    • (2013) Geoderma , vol.192 , pp. 341-353
    • Cambule, A.H.1    Rossiter, D.G.2    Stoorvogel, J.J.3
  • 8
    • 0033949018 scopus 로고    scopus 로고
    • Study of spatial relationships among some soil physico-chemical properties of a field in central Italy using multivariate geostatistics
    • Castrignanò A., Giugliarini L., Risaliti R., Martinelli N. Study of spatial relationships among some soil physico-chemical properties of a field in central Italy using multivariate geostatistics. Geoderma 2000, 97:39-60.
    • (2000) Geoderma , vol.97 , pp. 39-60
    • Castrignanò, A.1    Giugliarini, L.2    Risaliti, R.3    Martinelli, N.4
  • 10
    • 80555155627 scopus 로고    scopus 로고
    • Hyperspectral spaceborne imaging of dust-laden flows: Anatomy of Saharan dust storm from the Bodélé depression
    • Chudnovsky A., Kostinski A., Herrmann L., Koren I., Nutesku G., Ben-Dor E. Hyperspectral spaceborne imaging of dust-laden flows: Anatomy of Saharan dust storm from the Bodélé depression. Remote Sensing of Environment 2011, 115:1013-1024.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 1013-1024
    • Chudnovsky, A.1    Kostinski, A.2    Herrmann, L.3    Koren, I.4    Nutesku, G.5    Ben-Dor, E.6
  • 11
    • 0002443314 scopus 로고    scopus 로고
    • Chapter 1: Spectroscopy of rocks and minerals, and principles of spectroscopy
    • John Wiley and Sons, New York, A.N. Rencz (Ed.)
    • Clark R.N. Chapter 1: Spectroscopy of rocks and minerals, and principles of spectroscopy. Manual of remote sensing 1999, 3-58. John Wiley and Sons, New York. A.N. Rencz (Ed.).
    • (1999) Manual of remote sensing , pp. 3-58
    • Clark, R.N.1
  • 16
    • 84884386554 scopus 로고    scopus 로고
    • Satellite ASTER geoscience product notes for Australia, version 1
    • (Available at:), CSIRO (Ed.)
    • Cudahy T. Satellite ASTER geoscience product notes for Australia, version 1. ePublish 2012, (Available at: http://c3dmm.csiro.au). CSIRO (Ed.).
    • (2012) ePublish
    • Cudahy, T.1
  • 17
    • 1242322546 scopus 로고    scopus 로고
    • Identification of spectrally similar materials using the USGS Tetracorder algorithm: the calcite-epidote-chlorite problem
    • Dalton J.B., Bove D.J., Mladinich C.S., Rockwell B.W. Identification of spectrally similar materials using the USGS Tetracorder algorithm: the calcite-epidote-chlorite problem. Remote Sensing of Environment 2004, 89:455-466.
    • (2004) Remote Sensing of Environment , vol.89 , pp. 455-466
    • Dalton, J.B.1    Bove, D.J.2    Mladinich, C.S.3    Rockwell, B.W.4
  • 18
    • 37849037951 scopus 로고    scopus 로고
    • Clay minerals, oxyhydroxide formation, element leaching and humus development in volcanic soils
    • Egli M., Nater M., Mirabella A., Raimondi S., Plötze M., Alioth L. Clay minerals, oxyhydroxide formation, element leaching and humus development in volcanic soils. Geoderma 2008, 143(1-2):101-114.
    • (2008) Geoderma , vol.143 , Issue.1-2 , pp. 101-114
    • Egli, M.1    Nater, M.2    Mirabella, A.3    Raimondi, S.4    Plötze, M.5    Alioth, L.6
  • 19
    • 84875690850 scopus 로고    scopus 로고
    • Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: A comparative study
    • Felicísimo A.M., Cuartero A., Remondo J., Quirós E. Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: A comparative study. Landslides 2012, 1-15.
    • (2012) Landslides
    • Felicísimo, A.M.1    Cuartero, A.2    Remondo, J.3    Quirós, E.4
  • 21
    • 84884388896 scopus 로고    scopus 로고
    • Global Soil Partnership (2011). In. Rome, Italy: FAO
    • Global Soil Partnership (2011). In. Rome, Italy: FAO.
  • 23
    • 68749119346 scopus 로고    scopus 로고
    • Multi-criteria characterization of recent digital soil mapping and modeling approaches
    • Grunwald S. Multi-criteria characterization of recent digital soil mapping and modeling approaches. Geoderma 2009, 152:195-207.
    • (2009) Geoderma , vol.152 , pp. 195-207
    • Grunwald, S.1
  • 24
    • 83155172835 scopus 로고    scopus 로고
    • Digital soil mapping and modeling at continental scales: Finding solutions for global issues
    • Grunwald S., Thompson J.A., Boettinger J.L. Digital soil mapping and modeling at continental scales: Finding solutions for global issues. Soil Science Society of America Journal 2011, 75:1201-1213.
    • (2011) Soil Science Society of America Journal , vol.75 , pp. 1201-1213
    • Grunwald, S.1    Thompson, J.A.2    Boettinger, J.L.3
  • 26
    • 34447527460 scopus 로고    scopus 로고
    • Methods to interpolate soil categorical variables from profile observations: Lessons from Iran
    • Hengl T., Toomanian N., Reuter H.I., Malakouti M.J. Methods to interpolate soil categorical variables from profile observations: Lessons from Iran. Geoderma 2007, 140:417-427.
    • (2007) Geoderma , vol.140 , pp. 417-427
    • Hengl, T.1    Toomanian, N.2    Reuter, H.I.3    Malakouti, M.J.4
  • 28
    • 80053285993 scopus 로고    scopus 로고
    • Geographic analysis and modeling with raster data
    • Hijmans R.J., van Etten J. Geographic analysis and modeling with raster data. R Package version 2012, 2:1-25.
    • (2012) R Package version , vol.2 , pp. 1-25
    • Hijmans, R.J.1    van Etten, J.2
  • 29
    • 84877143006 scopus 로고    scopus 로고
    • Predicting and mapping soil available water capacity in Korea
    • Hong S.Y., Minasny B., Han K.H., Kim Y., Lee K. Predicting and mapping soil available water capacity in Korea. PeerJ1 2013, e71.
    • (2013) PeerJ1
    • Hong, S.Y.1    Minasny, B.2    Han, K.H.3    Kim, Y.4    Lee, K.5
  • 34
    • 84876470895 scopus 로고    scopus 로고
    • Bayesian nonstationary spatial modeling for very large datasets
    • Katzfuss M. Bayesian nonstationary spatial modeling for very large datasets. Environmetrics 2013, 24:189-200.
    • (2013) Environmetrics , vol.24 , pp. 189-200
    • Katzfuss, M.1
  • 35
    • 84878146003 scopus 로고    scopus 로고
    • Department of Statistics, The Ohio State University, Columbus
    • 2 data 2011, Department of Statistics, The Ohio State University, Columbus.
    • (2011) 2 data
    • Katzfuss, M.1    Cressie, N.2
  • 36
    • 84865050369 scopus 로고    scopus 로고
    • Soil type mapping using the generalised linear geostatistical model: A case study in a Dutch cultivated peatland
    • Kempen B., Brus D.J., Heuvelink G.B.M. Soil type mapping using the generalised linear geostatistical model: A case study in a Dutch cultivated peatland. Geoderma 2012, 189-190:540-553.
    • (2012) Geoderma , pp. 540-553
    • Kempen, B.1    Brus, D.J.2    Heuvelink, G.B.M.3
  • 38
    • 84865718107 scopus 로고    scopus 로고
    • PRISM: Processing routines in IDL for spectroscopic measurements (installation manual and user's guide, version 1.0)
    • (Available at)
    • Kokaly R.F. PRISM: Processing routines in IDL for spectroscopic measurements (installation manual and user's guide, version 1.0). U.S. Geological Survey Open-File Report 2011, 432. (Available at http://pubs.usgs.gov/of/2011/1155/).
    • (2011) U.S. Geological Survey Open-File Report , pp. 432
    • Kokaly, R.F.1
  • 39
    • 84870383852 scopus 로고    scopus 로고
    • Spectroscopic remote sensing of the distribution and persistence of oil from the Deepwater Horizon spill in Barataria Bay marshes
    • Kokaly R.F., Couvillion B.R., Holloway J.M., Roberts D.A., Ustin S.L., Peterson S.H., et al. Spectroscopic remote sensing of the distribution and persistence of oil from the Deepwater Horizon spill in Barataria Bay marshes. Remote Sensing of Environment 2013, 129:210-230.
    • (2013) Remote Sensing of Environment , vol.129 , pp. 210-230
    • Kokaly, R.F.1    Couvillion, B.R.2    Holloway, J.M.3    Roberts, D.A.4    Ustin, S.L.5    Peterson, S.H.6
  • 40
    • 84884378726 scopus 로고    scopus 로고
    • Surface materials map of Afghanistan: carbonates, phyllosilicates, sulfates, altered minerals, and other materials:U.S. Geological Survey Scientific Investigations Map 3152-A, one sheet, scale 1:1,100,000. Available at
    • Kokaly, R.F.; King, T.V.V.; Hoefen, T.M.; Dudek, K.B.; Livo, K.E., (2011). Surface materials map of Afghanistan: carbonates, phyllosilicates, sulfates, altered minerals, and other materials:U.S. Geological Survey Scientific Investigations Map 3152-A, one sheet, scale 1:1,100,000. Available at http://pubs.usgs.gov/sim/3152/A/.
    • (2011)
    • Kokaly, R.F.1    King, T.V.V.2    Hoefen, T.M.3    Dudek, K.B.4    Livo, K.E.5
  • 44
    • 70449645048 scopus 로고    scopus 로고
    • Mapping continuous depth functions of soil carbon storage and available water capacity
    • Malone B.P., McBratney A.B., Minasny B., Laslett G.M. Mapping continuous depth functions of soil carbon storage and available water capacity. Geoderma 2009, 154:138-152.
    • (2009) Geoderma , vol.154 , pp. 138-152
    • Malone, B.P.1    McBratney, A.B.2    Minasny, B.3    Laslett, G.M.4
  • 46
    • 80051697200 scopus 로고    scopus 로고
    • Clay mineral evolution along a soil chronosequence in an Alpine proglacial area
    • Mavris C., Plötze M., Mirabella A., Giaccai D., Valboa G., Egli M. Clay mineral evolution along a soil chronosequence in an Alpine proglacial area. Geoderma 2011, 165(1):106-117.
    • (2011) Geoderma , vol.165 , Issue.1 , pp. 106-117
    • Mavris, C.1    Plötze, M.2    Mirabella, A.3    Giaccai, D.4    Valboa, G.5    Egli, M.6
  • 47
    • 0026278572 scopus 로고
    • The use of region partitioning to improve the representation of geostatistically mapped soil attributes
    • McBratney A.B., Hart G.A., McGarry D. The use of region partitioning to improve the representation of geostatistically mapped soil attributes. European Journal of Soil Science 1991, 42:513-532.
    • (1991) European Journal of Soil Science , vol.42 , pp. 513-532
    • McBratney, A.B.1    Hart, G.A.2    McGarry, D.3
  • 53
    • 23744477287 scopus 로고    scopus 로고
    • The Matérn function as a general model for soil variograms
    • Minasny B., McBratney A.B. The Matérn function as a general model for soil variograms. Geoderma 2005, 128:192-207.
    • (2005) Geoderma , vol.128 , pp. 192-207
    • Minasny, B.1    McBratney, A.B.2
  • 54
    • 33747352303 scopus 로고    scopus 로고
    • A conditioned Latin hypercube method for sampling in the presence of ancillary information
    • Minasny B., McBratney A.B. A conditioned Latin hypercube method for sampling in the presence of ancillary information. Computers & Geosciences 2006, 32:1378-1388.
    • (2006) Computers & Geosciences , vol.32 , pp. 1378-1388
    • Minasny, B.1    McBratney, A.B.2
  • 57
    • 79952959031 scopus 로고    scopus 로고
    • The use of remote sensing in soil and terrain mapping - A review
    • Mulder V.L., de Bruin S., Schaepman M.E., Mayr T.R. The use of remote sensing in soil and terrain mapping - A review. Geoderma 2011, 162:1-19.
    • (2011) Geoderma , vol.162 , pp. 1-19
    • Mulder, V.L.1    de Bruin, S.2    Schaepman, M.E.3    Mayr, T.R.4
  • 58
    • 84879558525 scopus 로고    scopus 로고
    • Quantifying mineral abundances of complex mixtures by coupling spectral deconvolution of SWIR spectra (2100-2400nm) and regression tree analysis
    • Mulder V.L., Plotze M., de Bruin S., Schaepman M.E., Mavris C., Kokaly R., et al. Quantifying mineral abundances of complex mixtures by coupling spectral deconvolution of SWIR spectra (2100-2400nm) and regression tree analysis. Geoderma 2013, 207:279-290.
    • (2013) Geoderma , vol.207 , pp. 279-290
    • Mulder, V.L.1    Plotze, M.2    de Bruin, S.3    Schaepman, M.E.4    Mavris, C.5    Kokaly, R.6
  • 59
    • 84993734384 scopus 로고    scopus 로고
    • Multiresolution models for nonstationary spatial covariance functions
    • Nychka D., Wikle C., Royle J.A. Multiresolution models for nonstationary spatial covariance functions. Statistical Modelling 2002, 2:315-331.
    • (2002) Statistical Modelling , vol.2 , pp. 315-331
    • Nychka, D.1    Wikle, C.2    Royle, J.A.3
  • 60
    • 0028557530 scopus 로고
    • Spatial prediction of soil properties from landform attributes derived from a digital elevation model
    • Odeh I.O.A., McBratney A.B., Chittleborough D.J. Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma 1994, 63:197-214.
    • (1994) Geoderma , vol.63 , pp. 197-214
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 61
    • 3342878970 scopus 로고    scopus 로고
    • Multivariable geostatistics in S: The gstat package
    • Pebesma E.J. Multivariable geostatistics in S: The gstat package. Computers & Geosciences 2004, 30:683-691.
    • (2004) Computers & Geosciences , vol.30 , pp. 683-691
    • Pebesma, E.J.1
  • 64
    • 84872766092 scopus 로고    scopus 로고
    • Roger S. Bivand, Edzer J. Pebesma, Virgilio Gomez-Rubio: Applied spatial data analysis with R
    • Renard D. Roger S. Bivand, Edzer J. Pebesma, Virgilio Gomez-Rubio: Applied spatial data analysis with R. Mathematical Geosciences 2011, 43:607-609.
    • (2011) Mathematical Geosciences , vol.43 , pp. 607-609
    • Renard, D.1
  • 72
    • 0031255580 scopus 로고    scopus 로고
    • Selecting and interpreting measures of thematic classification accuracy
    • Stehman S.V. Selecting and interpreting measures of thematic classification accuracy. Remote Sensing of Environment 1997, 62:77-89.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 77-89
    • Stehman, S.V.1
  • 74
    • 39749133732 scopus 로고    scopus 로고
    • Mapping plant functional types from MODIS data using multisource evidential reasoning
    • Sun W., Liang S., Xu G., Fang H., Dickinson R. Mapping plant functional types from MODIS data using multisource evidential reasoning. Remote Sensing of Environment 2008, 112(3):1010-1024.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 1010-1024
    • Sun, W.1    Liang, S.2    Xu, G.3    Fang, H.4    Dickinson, R.5
  • 75
    • 84857077710 scopus 로고    scopus 로고
    • Analysis and prediction of soil properties using local regression-kriging
    • Sun W., Minasny B., McBratney A. Analysis and prediction of soil properties using local regression-kriging. Geoderma 2012, 171-172:16-23.
    • (2012) Geoderma , pp. 16-23
    • Sun, W.1    Minasny, B.2    McBratney, A.3
  • 76
    • 0346965583 scopus 로고    scopus 로고
    • Effects of spectrometer band pass, sampling, and signal-to-noise ratio on spectral identification using the Tetracorder algorithm
    • Swayze G.A., Clark R.N., Goetz A.F.H., Chrien T.G., Gorelick N.S. Effects of spectrometer band pass, sampling, and signal-to-noise ratio on spectral identification using the Tetracorder algorithm. Journal of Geophysical Research, Planets 2003, 108.
    • (2003) Journal of Geophysical Research, Planets , vol.108
    • Swayze, G.A.1    Clark, R.N.2    Goetz, A.F.H.3    Chrien, T.G.4    Gorelick, N.S.5
  • 77
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker C.J. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of Environment 1979, 8:127-150.
    • (1979) Remote Sensing of Environment , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 79
    • 84856477544 scopus 로고    scopus 로고
    • Associations between soil carbon and ecological landscape variables at escalating spatial scales in Florida, USA
    • Vasques G., Grunwald S., Myers D.B. Associations between soil carbon and ecological landscape variables at escalating spatial scales in Florida, USA. Landscape Ecology 2012, 27:355-367.
    • (2012) Landscape Ecology , vol.27 , pp. 355-367
    • Vasques, G.1    Grunwald, S.2    Myers, D.B.3
  • 81
    • 82355164119 scopus 로고    scopus 로고
    • Fine-resolution multiscale mapping of clay minerals in Australian soils measured with near infrared spectra
    • Viscarra Rossel R.A. Fine-resolution multiscale mapping of clay minerals in Australian soils measured with near infrared spectra. Journal of Geophysical Research 2011, 116:F04023.
    • (2011) Journal of Geophysical Research , vol.116
    • Viscarra Rossel, R.A.1
  • 83
    • 0034425462 scopus 로고    scopus 로고
    • Hierarchical subdivision of Arctic tundra based on vegetation response to climate, parent material and topography
    • Walker D.A. Hierarchical subdivision of Arctic tundra based on vegetation response to climate, parent material and topography. Global Change Biology 2000, 6:19-34.
    • (2000) Global Change Biology , vol.6 , pp. 19-34
    • Walker, D.A.1
  • 84
    • 0034917152 scopus 로고    scopus 로고
    • Spatial prediction of topsoil salinity in the Chelif Valley, Algeria, using local ordinary kriging with local variograms versus whole-area variogram
    • Walter C., McBratney A.B., Douaoui A., Minasny B. Spatial prediction of topsoil salinity in the Chelif Valley, Algeria, using local ordinary kriging with local variograms versus whole-area variogram. Australian Journal of Soil Research 2001, 39:259-272.
    • (2001) Australian Journal of Soil Research , vol.39 , pp. 259-272
    • Walter, C.1    McBratney, A.B.2    Douaoui, A.3    Minasny, B.4
  • 85
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon F. Individual comparisons by ranking methods. Biometrics Bulletin 1945, 1:80-83.
    • (1945) Biometrics Bulletin , vol.1 , pp. 80-83
    • Wilcoxon, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.