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Original Articles

Remote sensing techniques for rapid detection of soil physical degradation

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Pages 4785-4805 | Received 30 Jan 2006, Accepted 08 Nov 2006, Published online: 11 Aug 2010

References

  • Analytical Spectral Devices Inc. 1997 . FieldSpecTM User's Guide , Boulder, CO : Devices Inc. . Analytical Spectral
  • Auerswald , K. , Kainz , M. , Angermuller , S. and Steindl , H. 1996 . Influence of exchangeable potassium on soil erodibility. . Soil Use and Management , 12 : 117 – 121 .
  • Baumgardner , M. F. , Silva , L. F. , Biehl , L. L. and Stoner , E. R. 1985 . Reflectance properties of soils. . Advances in Agronomy , 38 : 1 – 44 .
  • Ben‐Dor , E. , Irons , J. R. and Epema , G. F. 1999 . “ Soil reflectance. ” . In Remote Sensing for The Earth Sciences: Manual of Remote Sensing , Edited by: Rencz , N . Vol. 3 , 111 – 118 . New York : John Wiley and Sons .
  • Ben‐Dor , E. , Goldlshleger , N. , Benyamini , Y. , Agassi , M. and Blumberg , D. G. 2003 . The spectral reflectance properties of soil structural crusts in the 1.2‐ to 2.5µm spectral region. . Soil Science Society of America Journal , 67 : 289 – 299 .
  • Biamah , E. K. 2005 . “ Coping with drought: options for soil and water management in semi‐arid Kenya. ” . PhD Thesis, Wageningen University, The Netherlands
  • Brady , N. C. and Weill , P. R. 2002 . The Nature and Properties of Soils , 206 – 210 . Upper Saddle River, NJ : Prentice‐Hall .
  • Brieman , L. J. , Friedman , J. , Stone , C. J. and Olshen , R. A. 1984 . Classification and Regression Trees , 358 Boca Raton, FL : CRC Press .
  • Brus , D. J. and De Gruijter , J. J. 1997 . Random sampling or geostatistical modeling? Choosing between design‐based and model‐based sampling strategies for soil (With discussions). . Geoderma , 80 : 1 – 44 .
  • Campbell , G. S. and Norman , J. M. 1998 . An Introduction to Environmental Biophysics , 286 New York : Springer .
  • Chavez , P. S. 1996 . Image‐based atmospheric correction –revisited and improved. . Photogrammetric Engineering and Remote Sensing , 62 (9) : 1025 – 1036 .
  • Choudhury , B. J. , Ahmed , N. U. , Idso , S. B. , Reginato , R. J. and Daughtry , C. S. T. 1994 . Relations between evaporation coefficient and vegetation indices studied by model simulation. . Remote Sensing of Environment , 50 : 1 – 17 .
  • De Jong , S. M. 1994 . “ Applications of reflective remote sensing for land degradation studies in a Mediterranean environment. ” . PhD Thesis, Utrecht University, The Netherlands
  • Dematte , J. A. M. , Pereira , H. S. , Nanni , R. M. , Cooper , M. and Fiorio , P. 2003 . Soil chemical alterations promoted by fertilizer application assessed by spectral reflectance. . Soil Science , 168 : 730 – 747 .
  • Dingman , L. S. 2002 . Physical Hydrology , 575 New Jersey : Prentice Hall .
  • Dirksen , C. 1999 . Soil Physics Measurements , 164 Reiskirchen : Catena‐Verlag .
  • Drexel , J. and Preiss , W. 1995 . The geology of South Australia, Volume 2, the Phanerozoic. . South Australian Geological Survey Bulletin , 54
  • Ellenkamp , G. R. 2004 . Soil Variability and Landscape in the Machakos District, Kenya Unpublished MSc Thesis. Wageningen University, The Netherlands
  • Farrar , T. J. , Nicholson , S. E. and Lare , A. R. 1994 . The influence of soil type on the relationship between NDVI, rainfall, and soil moisture in semiarid Botswana: II. NDVI response to soil moisture. . Remote Sensing of Environment , 50 : 121 – 133 .
  • GARMIN International . 2002 . GERMIN® 12 XL Handheld GPS , Kansas : Olathe .
  • Gu , D. and Gillepsie , A. 1998 . Topographic normalization of Landsat TM images of forest based on sub pixel sun‐canopy‐sensor geometry. . Remote Sensing of Environment , 64 : 166 – 175 .
  • Horn , R. , Domzal , H. , Slowinska‐Jurkiewicz , A. and Van Ouwerkerk , C. 1995 . Soil compaction processes and their effects on the structure of arable soils and the environment. . Soil and Tillage Research , 35 : 23 – 36 .
  • Janik , L. J. , Merry , R. H. and Skjemstad , J. O. 1998 . Can mid infrared diffuse reflectance analysis replace soil extractions? . Australian Journal of Experimental Agriculture , 38 : 681 – 696 .
  • Johnson , R. A. and Wichern , D. W. 1992 . Applied Multivariate Statistical Analysis , New Jersey : Prentice‐Hall International Inc.: .
  • Jones , J. A. R. , Spoor , G. and Thomasson , A. J. 2003 . Vulnerability of subsoils in Europe to compaction: a preliminary analysis. . Soil and Tillage Research , 73 : 131 – 143 .
  • Kutilek , M. and Nielsen , D. 1994 . Soil Hydrology , 370 Resikisrchen : Catena Verlag .
  • Lal , R. , Blum , W. H. , Valentine , C. and Stewart , B. A. 1998 . Methods for Assessment of Soil Degradation , 558 Boca Raton, FL : CRC Press . Advances in Soil Science
  • Lal , R. 2000 . Physical management of soils of the tropics: Priorities for the 21st centaury. . Soil Science , 165 : 191 – 207 .
  • Landsat Project Science Office. 1998. Landsat 7: Science Data User's Handbook. ( http://ltpwww.gsfc.nasa.gov/IAS/handbook_toc.html , 26 January 2006)
  • Liang , S. 2004 . Quantitative remote sensing of land surfaces , New Jersey : John Wiley and Sons .
  • Marshall , T. J. , Holmes , J. W. and Rose , W. C. 1996 . Soil Physics , London : Cambridge University Press .
  • Nomata , I. , Soares , J. V. , Roberts , D. A. , Leonidas , F. C. , Chadwick , O. A. and Batista , G. T. 2003 . Relationships among soil fertility dynamics and remotely sensed measures across pasture chronosequences in Rondania, Brazil. . Remote Sensing of Environment , 87 : 446 – 455 .
  • Ontar Corporation . 2002 . PcModWin 4.0 , North Andover : Ontar Corporation .
  • Pagliai , M. and Jones , R. 2002 . Sustainable Land Management‐Environmental Protection‐ A Soil Physical Approach , Reiskirchen : Catena‐Verlag . Advances in GeoEcology Vol. 35
  • Park. , S. , Feddema , J. J. and Egbert , S. L. 2004 . Impacts of hydrologic soil properties on drought detection with MODIS thermal data. . Remote Sensing of Environment , 89 : 53 – 62 .
  • Pettit , A. N. and Mcbratney , A. B. 1993 . Sampling designs for estimating spatial variance components. . Applied Statistics , 42 : 185 – 209 .
  • Poesen , J. W. A. and Nearing , M. A. 1993 . Soil surface sealing and crusting , Reiskirchen : Catena‐Verlag . Catena Supplement, Vol. 24
  • Richard , G. , Cousin , I. , Sillon , J. F. , Bruand , A. and Guerif , J. 2001 . Effect of compaction on the porosity of a silty soil: influence on unsaturated hydraulic properties. . European Journal of Soil Science , 52 : 49 – 58 .
  • Salford Systems . 2002 . CART User's Guide: An Implementation of the Original CART Methodology , San Diego, CA : Salford Systems .
  • Schadlich , S. , Gottsche , F. M. and Olesen , F. S. 2001 . Influence of land parameters and atmosphere on Meteosat brightness temperature and generation of land of land surface temperature maps by temporally and spatially interpolating atmospheric correction. . Remote Sensing of Environment , 75 : 39 – 46 .
  • Scull , P. , Franklin , J. and Chadwick , O. A. 2005 . The application of classification tree analysis to soil type prediction in a desert landscape. . Ecological Modelling , 181 : 1 – 15 .
  • Shepherd , K. D. and Walsh , M. G. 2004 . “ Diffuse reflectance spectroscopy for rapid soil analysis. ” . In Encyclopaedia of Soil Science , Edited by: Lal , R . 1 – 5 . New York : Mercel Dekker Inc .
  • Shrestha , D. P. , Zinck , J. A. and Van Ranst , E. 2004 . Modelling land degradation in the Nepalese Himalaya. . Catena , 57 : 135 – 156 .
  • Sobrino , J. A. , Caselles , V. and Becker , F. 1990 . Significance of the remotely sensed thermal infrared measurements obtained over a citrus orchard. . ISPRS Photogrammetric Engineering and Remote Sensing , 44 : 343 – 354 .
  • Sobrino , J. A. , Jimenez‐Munoz , J. C. and Paolini , L. 2004 . Land surface temperature retrieval from Landsat TM 5. . Remote Sensing of Environment , 90 : 434 – 440 .
  • Sombroek , W. G. , Braun , H. M. H. and Van Der Pouw , B. J. A. 1982 . Exploratory Soil Map and Agro‐climatic Zone Map of Kenya, 1980, Scale 1 : 1.000.000 , Nairobi : Kenya Soil Survey .
  • SPSS Inc. 2002 . SPSS® For Windows , Chicago : LEAD Technologies .
  • Thompson , A. M. , Witte , J. C. , Mcpeters , R. D. , Oltmans , S. J. , Schmidlin , F. J. , Logan , J. A. , Fujiwara , M. , Kirchhoff , V. W. J. H. , Posny , F. , Coetzee , G. J. R. , Hoegger , B. , Kawakami , S. , Ogawa , T. , Johnson , B. J. , Vömel , H. and Labow , G. 2003 . Southern Hemisphere Additional Ozonesondes (SHADOZ) 1998‐2000 tropical ozone climatology 1. Comparison with Total Ozone Mapping Spectrometer (TOMS) and ground‐based measurements. . Journal of Geophysical Research , 108 No. D2, 8238, doi: 10.1029/2001JD000967
  • Tiffen , M. , Mortimore , M. and Gichuki , F. 1994 . More People, Less Erosion: Environmental Recovery in Kenya , England, Overseas Development Institute : John Wiley and Sons .
  • Troufleau , D. and Sagaard , H. 1998 . Deriving surface water status in the Sahel from the Pathfinder AVHRR land data set. . Physics and Chemistry of Earth , 23 (4) : 421 – 426 .
  • Unganai , L. S. and Kogan , F. N. 1998 . Drought monitoring and corn yield estimation in southern Africa from AVHRR data. . Remote Sensing of Environment , 63 : 219 – 232 .
  • Valentine , C. and Bresson , L. M. 1992 . Morphology, genesis and classification of surface crusting loamy and sandy soils. . Geoderma , 55 : 225 – 245 .
  • Van Genuchten , M. Th. 1980 . A closed –form equation for predicting the hydraulic conductivity of unsaturated soils. . Soil Science Society of America Journal , 44 : 892 – 898 .
  • Xu , M. , Watanachaturaporn , P. , Varshney , P. K. and Arora , M. K. 2005 . Decision tree regression for soft classification of remote sensing data. . Remote Sensing of Environment , 97 : 322 – 336 .
  • West , S. L. , White , G. N. , Deng , Y. , Mcinnes , K. J. , Juo , A. S. R. and Dixon , J. B. 2004 . Kaolinite, halloyside, and iron oxide influence on physical behavior of formulated soils. . Soil Science Society of America Journal , 68 : 1452 – 1460 .
  • Wright , R. J. , Boyer , D. G. , Winant , W. M. and Perry , H. D. 1990 . The influence of soil factors on yield differences among landscape positions in an Appalachian cornfield. . Soil Science , 149 : 375 – 382 .

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