Quantifying arsenic-induced morphological changes in spinach leaves: implications for remote sensing

References

• Abedin , M.J. , Feldmann , J. and Meharg , A.A. 2002 . Uptake kinetics of arsenic species in rice plants . Plant Physiology , 128 : 1120 – 1128 .
   PubMed Web of Science ®Google Scholar
• Alam , M.G.M. , Snow , E.T. and Tanaka , A. 2003 . Arsenic and heavy metal contamination of vegetables grown in Samta village, Bangladesh . The Science of Total Environment , 308 : 83 – 96 .
   PubMed Web of Science ®Google Scholar
• Albrechtova , J. , Janaek , J. , Lhotakova , Z. , Radochova , B. and Kubinova , L. 2007 . Novell efficient methods for measuring mesophyll anatomical characteristics from fresh thick sections using stereology and confocal microscopy: application on acid rain-treated Norway spruce needles . Journal of Experimental Botany , 58 : 1451 – 1461 .
   PubMed Web of Science ®Google Scholar
• Alsop , D.W. 1974 . Rapid single-solution polychrome staining of semithin epoxy sections using polyethylene glycol 200 (PEG 200) as a stain solvent . Stain Technology , 49 : 265 – 272 .
   PubMed Web of Science ®Google Scholar
• Bunzl , K. , Trautmannsheimer , M. , Schramel , P. and Reifenhauser , W. 2001 . Availability of arsenic, copper, lead, thallium and zinc to various vegetables grown in slag contaminated soils . Journal of Experimental Quality , 30 : 934 – 939 .
   PubMed Web of Science ®Google Scholar
• Carbonell-Barrachina , A.A. , Burlo , F. , Burgos-Hernandez , A. , Lopez , E. and Mataix , J. 1997 . The influence of arsenite concentration on arsenic accumulation in tomato and bean plants . Scientia Horticulturae , 71 : 167 – 176 .
   Web of Science ®Google Scholar
• Carter , G.A. 1993 . Responses of leaf spectral reflectance to plant stress . American Journal of Botany , 80 : 239 – 243 .
   Web of Science ®Google Scholar
• Chapin , S. 1991 . Integrated responses of plants to stress . Bioscience , 41 : 29 – 36 .
   Web of Science ®Google Scholar
• Chmielewska , E.W. and Chwil , M. 2005 . Lead induced histological and ultrastructural changes in the leaves of soybean (Glycine max (L.) Merr.) . Soil Science and Plant Nutrition , 51 : 203 – 212 .
   Web of Science ®Google Scholar
• Choudhury , S. and Panda , S.K. 2004 . Induction of oxidative stress and ultrastructural changes in moss Taxithelium nepalense (Schwaegr.) Broth. under lead and arsenic phytotoxicity . Current Science , 87 : 342 – 348 .
   Web of Science ®Google Scholar
• Codling , E.E and Ritchie , J.C. 2005 . Eastern gama grass uptake of lead and arsenic from lead arsenate contaminated soil amended with lime and phosphorus . Soil Science , 170 : 413 – 424 .
   Web of Science ®Google Scholar
• Cruz-Orive , L.M. and Howard , C.V. 1995 . Estimation of individual feature surface area with the vertical spatial grid . Journal of Microscopy , 178 : 146 – 151 .
   Web of Science ®Google Scholar
• Daughtry , C.S.T. , Biehl , L.L. and Ranson , K.J. 1989 . A new technique to measure the spectral properties of conifer needles . Remote Sensing of Environment , 27 : 81 – 91 .
   Web of Science ®Google Scholar
• Dhingra , O.D. and Sinclair , J.B. , eds. 1985 . Basic Plant Pathology Methods , 310 – 338 . Boca Raton , FL : CRC Press Inc .
   Google Scholar
• Fasulo , M.P. , Bassi , M. and Donini , A. 1983 . Cytotoxic effects of hexavalent chromium in Euglena gracilis. II. Physiological and ultrastructure studies . Protoplasma , 114 : 35 – 43 .
   Web of Science ®Google Scholar
• Gates , D.M. , Keegan , H.J. , Schleter , J.C. and Weidner , V.R. 1965 . Spectral properties of plants . Applied Optics , 4 : 11 – 20 .
   Web of Science ®Google Scholar
• Gausman , H.W. 1977 . Reflectance of leaf components . Remote Sensing of Environment , 6 : 1 – 9 .
   Web of Science ®Google Scholar
• Gausman , H.W. , Allen , W.A. , Cardenas , R. and Richardson , A.J. 1970 . Relation of light reflectance to histological and physical evaluations of cotton leaf maturity . Applied Optics , 9 : 545 – 553 .
   PubMed Web of Science ®Google Scholar
• Horler , D.N.H. , Barber , J. and Baringer , A.R. 1980 . Effects of heavy metals on the absorbance and reflectance spectra of plants . International Journal of Remote Sensing , 1 : 121 – 136 .
   Google Scholar
• Horler , D.N.H. , Dockray , M. , Barber , J. and Barringer , A.R. 1983 . Red edge measurements for remote sensing plant chlorophyll content . Advances in Space Research , 3 : 273 – 277 .
   Google Scholar
• Howell , K. , Hopkins , N. and McLoughlin , P. 2002 . Combined confocal microscopy and stereology: a highly efficient and unbiased approach to quantitative structural measurement in tissues . Experimental Physiology , 87 : 747 – 56 .
   PubMed Web of Science ®Google Scholar
• Imanishi , J. , Morimoto , Y. , Imanishi , A. , Sugimoto , K. and Isoda , K. 2007 . The independent detection of drought stress and leaf density using hyperspectral resolution data . Landscape and Ecological Engineering , 3 : 55 – 65 .
   Google Scholar
• Kavanova , M. , Grimoldi , A.A. , Lattanzi , F.A. and Schnyder , H. 2006 . Phosphorus nutrition and mycorrhiza effects on grass leaf growth. P status- and size-mediated effects on growth zone kinematics . Plant, Cell and Environment , 29 : 511 – 520 .
   PubMed Web of Science ®Google Scholar
• Knapp , A.K. and Carter , G.A. 1998 . Variability in leaf optical properties among 26 species from a broad range of habitats . American Journal of Botany , 85 : 940 – 946 .
   PubMed Web of Science ®Google Scholar
• Kobayashi , T. , Kanda , E. , Naito , S. , Nakajima , T. , Arakawa , I. , Nemoto , K. , Honma , M. , Toujyou , H. , Ishiguro , K. , Kitada , K. and Torigoe , Y. 2003 . Ratio of rice reflectance for estimating leaf blast severity with a multispectral radiometer . Journal of General Plant Pathology , 69 : 17 – 22 .
   Google Scholar
• Kubinova , L. and Janacek , J. 1998 . Estimating surface area by the isotropic fakir method from thick slices cut in an arbitrary direction . Journal of Microscopy , 191 : 201 – 211 .
   PubMed Web of Science ®Google Scholar
• Kukier , U. and Chaney , R.L. 2002 . Growing rice grain with controlled cadmium concentrations . Journal of Plant Nutrition , 25 : 1793 – 1820 .
   Web of Science ®Google Scholar
• Machlis , L. 1941 . Accumulation of arsenic in the shoots of sudan grass and bush bean . Plant Physiology , 16 : 521 – 544 .
   PubMedGoogle Scholar
• Mariotti , M. , Ercoli , L. and Masoni , A. 1996 . Spectral properties of iron-deficient corn and sunflower leaves . Remote Sensing of Environment , 58 : 282 – 288 .
   Web of Science ®Google Scholar
• Maruthi , S.F. , Han , X. , Diehl , S.V. , Monts , D.L. and Su , Y. 2007 . Monitoring the effects of arsenic and chromium accumulation in Chinese Brake Fern (Pteris vittata) . International Journal of Remote Sensing , 28 : 1055 – 1067 .
   Web of Science ®Google Scholar
• Meharg , A.A. 2004 . Arsenic in rice – understanding a new disaster for south-east Asia . Trends in Plant Science , 9 : 415 – 417 .
   PubMed Web of Science ®Google Scholar
• Milton , N.M. , Ager , C.M. , Eisworth , B.A. and Powers , M.S. 1989 . Arsenic and selenium induced changes in spectral reflectance and morphology of soybean plants . Remote Sensing of Environment , 30 : 263 – 269 .
   Web of Science ®Google Scholar
• Moyano , A. , Garcia-Sanchez , A. , Mayorga , P. and Alvarez-Ayuso , H.M. 2009 . Impact of irrigation with arsenic-rich groundwater on soils and crops . Journal of Environmental Monitoring , 11 : 498 – 502 .
   PubMed Web of Science ®Google Scholar
• Ourcival , J.M. , Joffre , R. and Rambal , S. 1999 . Exploring the relationships between reflectance and anatomical and biochemical properties in Quercus ilex leaves . New Phytologist , 143 : 351 – 364 .
   Web of Science ®Google Scholar
• Parkhurst , D.F. 1982 . Stereological methods for measuring internal leaf structure variables . American Journal of Botany , 69 : 31 – 39 .
   Web of Science ®Google Scholar
• Pizzolato , T.D. 1983 . A three-dimensional reconstruction of the vascular system to the lodicules, androecium and gynoecium of a fertile floret of Panicum dichotomzjlorurn (Gramineae) . American Journal of Botany , 70 : 1173 – 1187 .
   Web of Science ®Google Scholar
• Rahman , M.A. , Hasegawa , H. , Rahman , M.M. , Islam , M.N. , Miah , M.A.M. and Tasmin , A. 2007 . Effect of arsenic on photosynthesis, growth and yield of five widely cultivated rice (Oryza sativa L.) varieties in Bangladesh . Chemosphere , 67 : 1072 – 1079 .
   PubMed Web of Science ®Google Scholar
• Raikes , C. and Burpee , L.L. 1998 . Use of multispectral radiometry for assessment of Rhizoctonia blight in creeping bentgrass . Phytopathology , 88 : 446 – 449 .
   PubMed Web of Science ®Google Scholar
• Sandau , K. 1987 . How to estimate the area of a surface using the spatial grid . Acta Stereology , 6 : 31 – 36 .
   Google Scholar
• Shaibur , M.R. , Kitajima , N. , Sugawara , R. , Kondo , T. , Huq , S.M.I. and Kawai , S. 2006 . Physiological and mineralogical properties of arsenic-induced chlorosis in rice seedlings grown hydroponically . Soil Science and Plant Nutrition , 52 : 691 – 700 .
   Web of Science ®Google Scholar
• Slaton , M.R. , Hunt , E.R. and Smith , W.K. 2001 . Estimating near-infrared leaf reflectance from structural characteristics . American Journal of Botany , 88 : 278 – 284 .
   PubMed Web of Science ®Google Scholar
• Strogonov , B.P. , ed. 1962 . Physiological Basis of Salt Tolerance of Plants , Jerusalem , Israel : Israel Program for Scientific Translations .
   Google Scholar
• Thorhaug , A. , Richardson , A.D. and Berlyn , G.P. 2006 . Spectral reflectance of Thalassia testudinum (Hydrocharitaceae) seagrass: low salinity effects . American Journal of Botany , 93 : 110 – 117 .
   Web of Science ®Google Scholar
• Turkdogan , M.K. , Kilicel , F. , Kara , K. , Tuncer , I. and Uygan , I. 2003 . Heavy metals in soil, vegetables and fruits in the endemic upper gastrointestinal cancer region of Turkey . Environmental Toxicology and Pharmacology , 13 : 175 – 179 .
   PubMed Web of Science ®Google Scholar
• Woolson , E.A. 1973 . Arsenic phytotoxicity and uptake in six vegetable crops . Weed Science , 21 : 524 – 527 .
   Web of Science ®Google Scholar
• Zhao , F.J. , Lombi , E. , Breedon , T. and McGrath , S.P. 2000 . Zinc hyperaccumulation and cellular distribution in Arabidopsis halleri . Plant Cell and Environment , 23 : 507 – 514 .
   Web of Science ®Google Scholar
• Zhao , D. , Reddy , K.R. , Kakani , V.G. and Reddy , V.R. 2005 . Nitrogen deficiency effects on plant growth, leaf photosynthesis and hyperspectral reflectance properties of sorghum . European Journal of Agronomy , 22 : 391 – 403 .
   Web of Science ®Google Scholar