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Original Articles

Using multivariate analysis to detect the hyperspectral response of Chinese fir to acid stress

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Pages 3775-3786 | Received 08 Jan 2012, Accepted 27 Sep 2012, Published online: 04 Feb 2013

References

  • Bashkin , V. N. and Kozlov , M. Y. 1999 . Biogeochemical Approaches to Assessment of East Asian Ecosystem Sensitivity to Acid Deposition . Biogeochemistry , 47 : 147 – 65 .
  • Blackburn , G. A. 2007 . Wavelet Decomposition of Hyperspectral Data: A Novel Approach to Quantifying Pigment Concentrations in Vegetation . International Journal of Remote Sensing , 28 : 2831 – 55 .
  • Breiman , L. , Friedman , J. H. , Olshen , R. and Stone , C. J. 1984 . Classification and Regression Trees , Belmont , CA : Wadsworth .
  • Campbell , P. K. E. , Rock , B. N. , Martin , M. E. , Neefus , C. D. , Irons , J. R. , Middleton , E. M. and Albrechtova , J. 2004 . Detection of Initial Damage in Norway Spruce Canopies Using Hyperspectral Airborne Data . International Journal of Remote Sensing , 25 : 5557 – 83 .
  • Coops , N. , Stanford , M. , Old , K. , Dudzinski , M. , Culvenor , D. and Stone , C. 2003 . Assessment of Dothistroma Needle Blight of Pinus Radiata Using Airborne Hyperspectral Imagery . Phytopathology , 93 : 1524 – 32 .
  • Curran , P. J. , Dash , J. and Llewellyn , G. M. 2007 . Indian Ocean Tsunami: The Use of MERIS (MTCI) Data to Infer Salt Stress in Coastal Vegetation . International Journal of Remote Sensing , 28 : 729 – 35 .
  • De Carvalho , L. M. T. , Clevers , J. G. P. W. , Skidmore , A. K. and De Jong , S. M. 2004 . Selection of Imagery Data and Classifiers for Mapping Brazilian Semideciduous Atlantic Forests . International Journal of Applied Earth Observation and Geoinformation , 5 : 173 – 86 .
  • Delalieux , S. , Somers , B. , Verstraeten , W. W. , van Aardt , J. A. N. , Keulemans , W. and Coppin , P. 2009 . Hyperspectral Indices to Diagnose Leaf Biotic Stress of Apple Plants, Considering Leaf Phenology . International Journal of Remote Sensing , 30 : 1887 – 912 .
  • Di Vittoiro , A. and Biging , G. S. 2009 . Spectral Identification of Ozone-Damaged Pine Needles . International Journal of Remote Sensing , 30 : 3041 – 73 .
  • Driscoll , C. T. , Lawrence , G. B. , Bulger , A. J. , Butler , T. J. , Cronan , C. S. , Eagar , C. , Lambert , K. F. , Likens , G. E. , Stoddard , J. L. and Weathers , K. C. 2001 . Acidic Deposition in the Northeastern United States: Sources and Inputs, Ecosystem Effects, and Management Strategies . BioScience , 51 : 180 – 98 .
  • Ellis , R. J. and Scott , P. W. 2004 . Evaluation of Hyperspectral Remote Sensing as a Means of Environmental Monitoring in the St. Austell China Clay (Kaolin) Region, Cornwall, UK . Remote Sensing of Environment , 93 : 118 – 30 .
  • Feng , Z. , Cao , H. and Zhou , X. 1999 . The Impact of Acid Deposition to Ecological Environment and Its Ecological Restoration , Beijing : China Environmental Science Press .
  • Guan , L. , Liu , X. and Cheng , C. 2009 . Research on Hyperspectral Information Parameters of Chlorophyll Content of Rice Leaf in Cd-Polluted Soil Environment . Spectroscopy and Spectral Analysis , 29 : 2713 – 16 .
  • Jiang , J. , Huang , W. and Chen , Y. 2010 . Using Canopy Hyperspectral Ratio Index to Retrieve Relative Water Content of Wheat Under Yellow Rust Stress . Spectroscopy and Spectral Analysis , 30 : 1939 – 43 .
  • Li , B. , Huang , J. , Zhang , L. , Zhou , W. and Shi , J. 2009 . Hyperspectral Identification of Rice Diseases and Pests Based on Principal Component Analysis and Probabilistic Neural Network . Transactions of the CSAE , 25 : 143 – 7 .
  • Li , H. , Meng , Qi. and Xia , K. 2001 . Modern Plant Physiology , Beijing : Higher Education Press .
  • Lu , H. , Han , J. and Zhang , L. 2009 . Study on Hyper-Spectral Remote Sensing Models for Monitoring Damage of Oedaleus Asiaticus (Orthoptera: Acrididae) . Spectroscopy and Spectral Analysis , 29 : 745 – 8 .
  • Malthus , T. J. and Madeira , A. C. 1993 . High-Resolution Spectroradiometry: Spectral Reflectance of Field Beans Leaves Infected by Botrytis Fabae . Remote Sensing of Environment , 45 : 107 – 16 .
  • Martin , M. E. and Aber , J. D. 1997 . High Spectral Resolution Remote Sensing of Forest Canopy Lignin, Nitrogen, and Ecosystem Processes . Ecological Applications , 7 : 431 – 43 .
  • McLachlan , G. J. 1992 . Discriminant Analysis and Statistical Pattern Recognition , New York : Wiley Interscience .
  • Menz , F. C. and Seip , H. M. 2004 . Acid Rain in Europe and the United States: An Update . Environmental Science & Policy , 7 : 253 – 65 .
  • Mutanga , O. and Skidmore , A. K. 2007 . Red Edge Shift and Biochemical Content in Grass Canopies . ISPRS Journal of Photogrammetry & Remote Sensing , 62 : 34 – 42 .
  • Nicotra , A. B. , Hofmann , M. , Siebke , K. and Ball , M. C. 2003 . Spatial Patterning of Pigmentation in Evergreen Leaves in Response to Freezing Stress, Plant . Cell and Environment , 26 : 1893 – 904 .
  • Percy , K. E. and Baker , E. A. 1987 . Effects of Simulated Acid Rain on Production, Morphology and Composition of Epicuticular Wax and on Cuticular Membrane Development . New Phytologist , 107 : 577 – 89 .
  • Pontius , J. , Martin , M. , Plourde , L. and Hallett , R. 2008 . Ash Decline Assessment in Emerald Ash Borer-Infested Regions: A Test of Tree-Level, Hyperspectral Technologies . Remote Sensing of Environment , 112 : 2665 – 76 .
  • Pu , R. and Gong , P. 2004 . Hyperspectral Remote Sensing and Its Applications , Beijing : Higher Education Press .
  • Rock , B. N. , Hoshizaki , T. and Miller , J. R. 1988 . Comparison of in Situ and Airborne Spectral Measurements of the Blue Shift Associated with Forest Decline . Remote Sensing of Environment , 24 : 109 – 27 .
  • Santos , M. J. , Greenberg , J. A. and Ustin , S. L. 2010 . Using Hyperspectral Remote Sensing to Detect and Quantify Southeastern Pine Senescence Effects in Red-Cockaded Woodpecker (Picoides Borealis) Habitat . Remote Sensing of Environment , 114 : 1242 – 50 .
  • Smith , K. L. , Steven , M. D. and Colls , J. J. 2004 . Use of Hyperspectral Derivative Ratios in the Red-Edge Region to Identify Plant Stress Responses to Gas Leaks . Remote Sensing of Environment , 92 : 207 – 17 .
  • Song , X. , Jiang , H. , Yu , S. and Zhou , G. 2008 . Detection of Acid Rain Stress Effect on Plant Using Hyperspectral Data in Three Gorges Region, China . Chinese Geographical Science , 18 : 249 – 54 .
  • Song , X. , Jiang , H. , Yu , S. , Zhou , G. and Jiang , Z. 2010 . Relationship Between Simulated Acid Rain Stress and Leaf Reflectance . Spectroscopy and Spectral Analysis , 30 : 165 – 9 .
  • Stimson , H. C. , Breshears , D. D. , Ustin , S. L. and Kefauver , S. C. 2005 . Spectral Sensing of Foliar Water Conditions in Two Co-Occurring Conifer Species: Pinus Edulis and Juniperus Monosperma . Remote Sensing of Environment , 96 : 108 – 18 .
  • Stoddard , J. L. , Jeffries , D. S. and ükewille , A. L . 1999 . Regional Trends in Aquatic Recovery from Acidification in North America and Europe . Nature , 401 : 575 – 8 .
  • Sun , P. , Grignetti , A. , Liu , S. , Casacchia , R. , Salvatori , R. , Pietrini , F. , Loreto , F. and Centritto , M. 2007 . Associated Changes in Physiological Parameters and Spectral Reflectance Indices in Olive Leaves in Response to Different Levels of Water Stress . International Journal of Remote Sensing , 29 : 1725 – 43 .
  • Tilling , A. K. , O'Leary , G. J. , Ferwerda , J. G. , Jones , S. D. , Fitzgerald , G. J. , Rodriguez , D. and Belford , R. 2007 . Remote Sensing of Nitrogen and Water Stress in Wheat . Field Crops Research , 104 : 77 – 85 .
  • United Nations/European Commission (UN/EC) . 2002 . “ Forest Condition in Europe ” . In Geneva, Brussels: Prepared by Federal Research Centre for Forestry and Forest Products, Hamburg, Germany for the United Nations Economic Commission for Europe and the European Commission
  • Vann , D. R. , Scrimbeck , G. R. and Johnson , A. H. 1992 . Effects of Ambient Levels of Airborne Chemicals on Freezing Resistance of Red Spruce Foliage . Forest Ecology Management , 51 : 69 – 79 .
  • Xie , X. , Jiang , H. , Yu , S. , Liu , Y. , Yuan , H. and Li , Y. 2009 . Effect of Simulated Acid Rain on Soil Respiration of Pinus Massoniana and Cunninghamia Lanceolata . Acta Ecologica Sinica , 29 : 5713 – 20 .
  • Yu , J. and He , X. 2003 . Statistical Analysis and SPSS Application , Beijing : Posts & Telecommunications Press .
  • Zhang , M. , Qin , Z. and Liu , X. 2003 . Detection of Stress in Tomatoes Induced by Late Blight Disease in California, USA, Using Hyperspectral Remote Sensing . International Journal of Applied Earth Observation and Geoinformation , 4 : 295 – 310 .
  • Zhang , X. , Feng , X. and Jiang , H. 2009 . Feature Set Optimization in Object-Oriented Methodology . Journal of Remote Sensing , 13 : 664 – 9 .
  • Zhang , X. , Lin , F. , Jiang , Y. , Wang , K. and Wong , M. T. F. 2008a . Assessing Soil Cu Content and Anthropogenic Influences Using Decision Tree Analysis . Environmental Pollution , 156 : 1260 – 7 .
  • Zhang , X. , Sun , Q. , Wang , K. , Jiang , Y. , Lin , F. and Han , N. 2008b . Assessing Soil Zn Content Using Decision Tree Analysis . Environmental Science , 29 : 3509 – 12 .
  • Zhang , Y. , Chen , J. M. , Miller , J. R. and Noland , T. L. 2008c . Leaf Chlorophyll Content Retrieval from Airborne Hyperspectral Remote Sensing Imagery . Remote Sensing of Environment , 15 : 3234 – 47 .

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