Mapping soil salinity using a combined spectral response index for bare soil and vegetation: A case study in the former lake Texcoco, Mexico

Abstract Mapping soil salinity is difficult due to its large spatial and temporal variability. Remote sensing is widely used to lower survey costs, but existing studies usually analyze bare soils and make little reference to the halophytic plants and their role as salinity indicators. This paper aims to correlate soil characteristics (electric conductivity in saturation extract (EC e ) and sodium absorption ratio (SAR) with the spectral response of plant species and bare soils, integrating an algorithm to allow multi-scale mapping using remote sensors. Ground radiance was measured on different plant species and bare soils. A Combined Spectral Response Index (COSRI) was calculated for bare soils and vegetation by adjusting the normalized difference vegetation index (NDVI). EC e and SAR were determined in surface soil samples. Correlation coefficients between COSRI and soil salinity were obtained and a model was adjusted to predict soil salinity. Landsat-ETM and airborne digital images were used to calculate raster maps of COSRI, and EC e and SAR were estimated using adjusted models. Correlation between COSRI and EC e and SAR was of −0.885 and −0.857, respectively. Variance accounted for by exponential models for EC e and SAR was of 82.6% and 75.1%, respectively. It may be concluded that the method is an easy, low-cost procedure to map salt-affected areas.

[1]  Y. Waisel,et al.  Adaptation of plants to saline environments: salt excretion and glandular structure , 1982 .

[2]  Edward J. Milton,et al.  Review Article Principles of field spectroscopy , 1987 .

[3]  Enriqueta García,et al.  Modificaciones al Sistema de Clasificación Climática de Köppen , 2004 .

[4]  R. Saxena,et al.  Remote sensing technique for mapping salt affected soils , 1994 .

[5]  F. Wissing,et al.  Survey and adaptive biology of halophytes in western Rajasthan, India , 1982 .

[6]  M. Khan,et al.  The effect of salinity on the growth, water status, and ion content of a leaf succulent perennial halophyte, Suaeda fruticosa (L.) Forssk , 2000 .

[7]  Antonio Roberto Formaggio,et al.  Bi-directional reflectance factor of 14 soil classes from Brazil , 1995 .

[8]  E. Milton On the suitability of Kodak neutral test cards as reflectance standards , 1989 .

[9]  Daniel Simpson Long Detection and inventory of saline seep using color infrared aerial photographs and video image analysis , 1986 .

[10]  T. L. Lyon,et al.  The Nature and Properties of Soils , 1930 .

[11]  A. Karnieli,et al.  Remote sensing of the seasonal variability of vegetation in a semi-arid environment , 2000 .

[12]  I. Szabolcs,et al.  Salt Affected Soils , 1988 .

[13]  Martin Kent,et al.  Vegetation Description and Analysis: A Practical Approach , 1992 .

[14]  S. Breckle,et al.  The role of bladders for salt removal in some Chenopodiaceae (mainly Atriplex species) , 1982 .

[15]  James H. Everitt,et al.  Detecting saline soils with video imagery , 1988 .

[16]  A. Diouf,et al.  Monitoring land-cover changes in semi-arid regions: remote sensing data and field observations in the Ferlo, Senegal , 2001 .

[17]  A. Joshi Ecophysiological aspects of some tropical salt marsh halophytes , 1982 .

[18]  D. Sen,et al.  Contributions to the ecology of halophytes , 1982, Tasks for vegetation science.

[19]  D. Olson,et al.  The efficacy of TM satellite imagery for rapid assessment of Chihuahuan xeric habitat intactness for ecoregion-scale conservation planning , 2002 .

[20]  László Pásztor,et al.  Spectral band selection for the characterization of salinity status of soils , 1993 .

[21]  Larry Biehl,et al.  Characterization of semivegetated salt-affected soils by means of field remote sensing , 1991 .

[22]  Emilio Chuvieco,et al.  Satellite remote sensing analysis to monitor desertification processes in the crop-rangeland boundary of Argentina , 2002 .

[23]  Pamela L. Nagler,et al.  Assessment of spectral vegetation indices for riparian vegetation in the Colorado River delta, Mexico , 2001 .