Identification and characterization of Biological Soil Crusts in a sand dune desert environment across Israel–Egypt border using LWIR emittance spectroscopy

Abstract Biological Soil Crusts (BSCs) are critical components of desert ecosystems worldwide. While all BSCs significantly modify the surfaces they occupy, the manner in which they affect their environment depends on the composition of the microphytic community. The aim of this paper is to study the hyperspectral thermal emissivity signatures of BSCs in order to identify and characterize them in a sand dune environment. The research was conducted in the northwestern Negev dunes. Measurements of several types of BSCs and bare soil were obtained using ground hyperspectral thermal sensors. We present an ability to spectrally separate different types of BSCs from bare sand, and to rank them according to successional development. Based on this ability, we created a spectral index for the discrimination of sand and BSCs of different types and applied it to multispectral remote sensing thermal images. This newly acquired ability to map different BSC types, using remote sensing, may lead to future applications of habitat and ecological function spatial mapping. We also demonstrate how a fusion of reflective and thermal data can be used to map different land-cover features in a sand dune environment. Our proposed thermal index not only discriminates sand and BSCs, but also enhances the signal from limestone pebbles more than other indices, based on reflective data. Unlike remote sensing in the reflective spectral region, thermal remote sensing is unconstrained by solar illumination. High resolution emissivity signatures of land cover are unaffected by environmental variables, as opposed to land-surface temperature that depends on the time of day and the season.

[1]  Yuan-Ming Zhang,et al.  Comparative study of nitrogenase activity in different types of biological soil crusts in the Gurbantunggut Desert, Northwestern China. , 2009 .

[2]  Masayuki Tamura,et al.  A new index for mapping lichen-dominated biological soil crusts in desert areas , 2005 .

[3]  N. West,et al.  Structure and Function of Microphytic Soil Crusts in Wildland Ecosystems of Arid to Semi-arid Regions , 1990 .

[4]  A. Karnieli,et al.  Derivation of split window algorithm and its sensitivity analysis for retrieving land surface temperature from NOAA-advanced very high resolution radiometer data , 2001 .

[5]  A. Karnieli,et al.  Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - a case study over clayey soils in Israel , 2002 .

[6]  Shuichi Rokugawa,et al.  A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images , 1998, IEEE Trans. Geosci. Remote. Sens..

[7]  Mark E. Miller,et al.  Visually assessing the level of development and soil surface stability of cyanobacterially dominated biological soil crusts , 2008 .

[8]  D. Smart,et al.  Biological soil crusts exhibit a dynamic response to seasonal rain and release from grazing with implications for soil stability , 2009 .

[9]  J. Salisbury,et al.  Emissivity of terrestrial materials in the 3–5 μm atmospheric window☆ , 1992 .

[10]  Dario Cabib,et al.  New user interface and features of the SR 5000: revival of infrared CVF-based spectroradiometry , 2004, SPIE Defense + Commercial Sensing.

[11]  Arnon Karnieli,et al.  Relationships between Normalized Difference Vegetation Index (NDVI) and carbon fluxes of biologic soil crusts assessed by ground measurements , 2006 .

[12]  Nigel P. Fox,et al.  Progress in Field Spectroscopy , 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

[13]  A. Bouskila,et al.  Lizard burrows association with successional stages of biological soil crusts in an arid sandy region , 2002 .

[14]  Zhihao Qin,et al.  Ground temperature measurement and emissivity determination to understand the thermal anomaly and its significance on the development of an arid environmental ecosystem in the sand dunes across the Israel–Egypt border , 2005 .

[15]  S. Bamforth Protozoa of biological soil crusts of a cool desert in Utah , 2008 .

[16]  J. Belnap The potential roles of biological soil crusts in dryland hydrologic cycles , 2006 .

[17]  Arnon Karnieli,et al.  What determines the spectral reflectance of the Negev-Sinai sand dunes , 1996 .

[18]  Arnon Karnieli,et al.  Natural vegetation phenology assessment by ground spectral measurements in two semi-arid environments , 2003, International journal of biometeorology.

[19]  Eric A. Ben-David,et al.  Assessment of the spatial distribution of soil microbial communities in patchy arid and semi-arid landscapes of the Negev Desert using combined PLFA and DGGE analyses. , 2011, FEMS microbiology ecology.

[20]  W. Calvin,et al.  Surface mineral mapping at Steamboat Springs, Nevada, USA, with multi-wavelength thermal infrared images , 2005 .

[21]  A. Goetz,et al.  Mineralogic Information from a New Airborne Thermal Infrared Multispectral Scanner , 1983, Science.

[22]  Shunlin Liang,et al.  Earth system science related imaging spectroscopy — an assessment , 2009 .

[23]  Raymond F. Kokaly,et al.  Remote Sensing of Biological Soil Crusts , 2001 .

[24]  E. Zaady,et al.  Environmental factors affecting dispersal, germination and distribution of Stipa capensis in the Negev Desert, Israel , 2004, Ecological Research.

[25]  Richard C. Olsen,et al.  Thermal imagery spectral analysis , 1997, Optics & Photonics.

[26]  Eyal Ben-Dor,et al.  Spectral Characteristics of Cyanobacteria Soil Crust in Semiarid Environments , 1999 .

[27]  Eric A. Ben-David,et al.  Inferring biological soil crust successional stage using combined PLFA, DGGE, physical and biophysiological analyses , 2010 .

[28]  C. Tucker Red and photographic infrared linear combinations for monitoring vegetation , 1979 .

[29]  M. Serpe,et al.  Germination and seed water status of four grasses on moss-dominated biological soil crusts from arid lands , 2006, Plant Ecology.

[30]  Jayne Belnap,et al.  Disturbance and Recovery of Biological Soil Crusts , 2001 .

[31]  A. Karnieli,et al.  Spectral reflectance of biogenic crust developed on desert dune sand along the Israel-Egypt border , 1995 .

[32]  J. Belnap,et al.  Carbon and Nitrogen Fixation Differ between Successional Stages of Biological Soil Crusts in the Colorado Plateau and Chihuahuan Desert , 2006 .

[33]  J. Salisbury,et al.  The role of volume scattering in reducing spectral contrast of reststrahlen bands in spectra of powdered minerals , 1992 .

[34]  S. Drake,et al.  Biological soil crust development and its topsoil properties in the process of dune stabilization, Inner Mongolia, China , 2008 .

[35]  F. Moore,et al.  The application of ASTER imageries and mathematical evaluation method in detecting cyanobacteria in biological soil crust, Chadormalu area, central Iran , 2011 .

[36]  Dan G. Blumberg,et al.  Age, origin and climatic controls on vegetated linear dunes in the northwestern Negev Desert (Israel) , 2011 .

[37]  D. Blumberg,et al.  Formation and Geomorphology of the North-Western Negev Sand Dunes , 2008 .

[38]  Arnon Karnieli,et al.  Effects of prolonged drought on the vegetation cover of sand dunes in the NW Negev Desert: Field survey, remote sensing and conceptual modeling , 2013 .

[39]  Arnon Karnieli,et al.  Temporal dynamics of soil and vegetation spectral responses in a semi-arid environment , 2002 .

[40]  W. Calvin,et al.  SEBASS hyperspectral thermal infrared data: surface emissivity measurement and mineral mapping , 2003 .

[41]  Zhihao Qin,et al.  Quantitative estimation of land cover structure in an arid region across the Israel-Egypt border using remote sensing data , 2006 .

[42]  Arnon Karnieli,et al.  Development and implementation of spectral crust index over dune sands , 1997 .

[43]  A. Treiman,et al.  First use of an airborne thermal infrared hyperspectral scanner for compositional mapping , 2002 .

[44]  M. Magaritz,et al.  Standing-water deposits as indicators of Late Quaternary dune migration in the northwestern Negev, Israel , 1990 .

[45]  Vincent J. Realmuto,et al.  The advanced spaceborne thermal emission and reflectance radiometer (Aster) , 1991, Int. J. Imaging Syst. Technol..

[46]  James K. Crowley,et al.  Spectral reflectance and emissivity features of broad leaf plants: Prospects for remote sensing in the thermal infrared (8.0–14.0 μm) , 2007 .

[47]  J. Belnap,et al.  Soil nematode communities are ecologically more mature beneath late- than early-successional stage biological soil crusts , 2007 .

[48]  Thomas Cudahy,et al.  Applicability of the Thermal Infrared Spectral Region for the Prediction of Soil Properties Across Semi-Arid Agricultural Landscapes , 2012, Remote. Sens..

[49]  Arnon Karnieli,et al.  Characteristic spectral reflectance of a semi-arid environment , 1995 .

[50]  Zhihao Qin,et al.  Micrometeorological modeling to understand the thermal anomaly in the sand dunes across the Israel-Egypt border , 2002 .

[51]  A. Yair,et al.  Arid Dune Ecosystems: The Nizzana Sands in the Negev Desert , 2008 .

[52]  J. Hill,et al.  A new approach for mapping of Biological Soil Crusts in semidesert areas with hyperspectral imagery , 2008 .

[53]  Russell G. Congalton,et al.  Assessing the accuracy of remotely sensed data : principles and practices , 1998 .

[54]  Arnon Karnieli,et al.  Remote‐sensing monitoring of desertification, phenology, and droughts , 2003 .

[55]  Paul G. Lucey,et al.  Infrared Measurements of Pristine and Disturbed Soils 2. Environmental Effects and Field Data Reduction , 1998 .

[56]  O. Rozenstein,et al.  Do dune sands redden with age? The case of the northwestern Negev dunefield, Israel , 2012 .

[57]  M. Bowker Biological Soil Crust Rehabilitation in Theory and Practice: An Underexploited Opportunity , 2007 .

[58]  James K. Crowley,et al.  Identification of plant species by using high spatial and spectral resolution thermal infrared (8.0–13.5 μm) imagery , 2010 .

[59]  A. Karnielib,et al.  Applying a field spectroscopy technique for assessing successional trends of biological soil crusts in a semi-arid environment , 2007 .

[60]  A. Yair,et al.  The Role of Biological Soil Crusts on Desert Sand Dunes in the Northwestern Negev, Israel , 2001 .

[61]  M. Seifan Long-term effects of anthropogenic activities on semi-arid sand dunes , 2009 .

[62]  Susan L. Ustin,et al.  Remote sensing of biological soil crust under simulated climate change manipulations in the Mojave Desert , 2009 .