Advanced search
Publication Cover
International Journal of Remote Sensing Volume 24, 2003 - Issue 14
Submit an article Journal homepage
449
Views
138
CrossRef citations to date
0
Altmetric
Original Articles

Vegetation indices derived from high-resolution airborne videography for precision crop management

G. Metternicht Department of Spatial Sciences, Curtin University of Technology, G.P.O. Box U 1987, Perth, 6845, Australia E-mail: [email protected]
Pages 2855-2877 | Published online: 26 Nov 2010

  • ARTAN , G. and NEALE , C. An assessment of video-based vegetation indices for the retrieval of biophysical properties of alfalfa . Proceedings of the 13th Biennial Workshop on Colour photography in Plant Science and Related Fields . Orlando. pp. 135 – 145 . American Society for Photogrammetry and Remote Sensing .
  • BARET , F. and JACQUEMOUD , S. 1994 . “ Modelling canopy spectral properties to retrieve biophysical and biochemical characteristics ” . In Imaging Spectrometry: a Tool for Environmental Observations , Edited by: Hill , J. and Mègier , J. 145 – 168 . Dordrecht : Kluwer Academic .
  • BANNARI , A. , MORIN , D. , BONN , F. and HUETE , A. 1995 . A review of vegetation indices . Remote Sensing Reviews , 13 : 300 – 306 .
  • BURT , J. and BARBER , G. 1996 . Elementary Statistics for Geographers , New York : Guilford Press .
  • CARTER , G. 1993 . Responses of leaf spectral reflectance to plant stress . American Journal of Botany , 80 : 239 – 243 .
  • CARTER , G. 1994 . Ratios of leaf reflectances in narrow wavebands as indicators of plant stress . International Journal of Remote Sensing , 15 : 697 – 703 .
  • CARTER , G. , DELL , T. and CIBULA , W. 1996 . Spectral reflectance characteristics and digital imagery of a pine needle blight in the south eastern United States . Canadian Journal of Forest Research , 26 : 402 – 407 .
  • CASSON , N. 1987 . Lake Tooliban and reserves. Interim Management Guidelines. Part II: resource document , Perth : Department of Conservation and Land Management .
  • CLEVERS , J. 1994 . “ Imaging spectrometry in agriculture: plant vitality and yield indicators ” . In Imaging Spectrometry: a Tool for Environmental Observations , Edited by: Hill , I. and Mègier , J. 193 – 220 . Dordrecht : Kluwer Academic .
  • CLOUTIS , E. , CONNERY , D. , MAJOR , D. and DOVER , F. 1996 . Airborne multispectral monitoring of agricultural crop status: effect of time of year, crop type and crop condition parameter . International Journal of Remote Sensing , 17 : 2579 – 2601 .
  • COHEN , W. 1991 . Response of Vegetation Indices to changes in three measures of leaf water stress . Photogrammatric Engineering and Remote Sensing , 57 : 195 – 202 .
  • COOPS , N. and CATLING , P. 1996 . Predicting the complexity of habitat in forests from airborne videography for wildlife management . International Journal of Remote Sensing , 18 : 2677 – 2682 .
  • DRYSDALE , G. , METTERNICHT , G. and BEESTON , G. Mapping cropped areas using digital multispectral video systems: a case study in the area of Toolibin Lake, Western Australia . Proceedings of the Geospatial Information and Agriculture . Sydney. pp. 779 – 793 . Causal Productions Pty Ltd .
  • ERDAS . 1999 . Erdas Imagine r8.4 user's Field Guide , Atlanta : ERDAS Inc. .
  • FROED , R. , HEDDLE , E. , McCOMB , A. and BELL , D. 1987 . Effects of salinity and waterlogging on the vegetation of Lake Toolibin, Western Australia . Australian Journal of Ecology , 12 : 281 – 298 .
  • EHRLICH , D. and LAMBIN , E. 1996 . Broad scale land cover classification and inlerannual climatic variability . International Journal of Remote Sensing , 17 : 845 – 862 .
  • ELVIDGE , C. and CHEN , Z. 1995 . Comparison of broad-band and narrow-band red and nearinfrared vegetation indexes . Remote Sensing of Environment , 54 : 34 – 48 .
  • EVERITT , J. , ESCOBAR , D. , BLAZQUEZ , D. , HUSSEY , M. and NIXON , P. 1986 . Evaluation of mid-infrared with a black and white infrared video camera . Photogrammetric Engineering and Remote Sensing , 52 : 1655 – 1660 .
  • GAMON , J. , PENUELAS , J. and FIELD , C. 1992 . A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency . Remote Sensing of Environment , 41 : 35 – 44 .
  • GITELSON , A. and MERZLYAK , M. 1994 . Spectral reflectance changes associated with autumn senescence of Aesculus hippocastanum L., and Acer platanoides L. leaves, Spectral features and relation to chlorophyll estimation . Journal of Plant Physiology , 143 : 286 – 292 .
  • GITELSON , A. and MERZLYAK , M. 1997 . Remote estimation of chlorophyll content in higher plant leaves . International Journal of Remote Sensing , 18 : 2691 – 2698 .
  • GOEL , N. S. 1989 . “ Inversion of canopy reflectance models for estimation of biophysical parameters from reflectance data ” . In Theory and Applications of Optical Remote Sensing , Edited by: Asrar , G. 205 – 251 . New York : J. Wiley & Sons .
  • HONEY , F. 1997 . “ Digital Multi-Spectral Video ” . http://www.wt.com.au/ s pec te rr
  • HUETE , A. 1988 . A soil-adjusted vegetation index (SAVL) . Remote Sensing of Environment , 25 : 295 – 309 .
  • KARNIELI , A. , KAUFMAN , Y. , REMER , L. and WALD , A. 2001 . AFRl: aerosol free vegetation index . Remote Sensing of Environment , 77 : 10 – 21 .
  • KAUFMAN , Y. and TANRE , D. 1992 . Atmospherically resistant vegetation index (ARVl) for EOS-MODlS . IEEE Transactions on Geoscience and Remote Sensing , 30 : 261 – 270 .
  • KING , D. and VLECK , J. 1990 . Development of a multispectral video system and its application in forestry . Canadian Journal of Remote Sensing , 16 : 15 – 22 .
  • KING , D. 1995 . Airborne multispectral digital camera and video sensors: a critical review of system designs and applications . Canadian Journal of Remote Sensing , 21 : 245 – 273 .
  • LEVESQUE , J. and KING , D. Semivariance analysis of tree crown structure in airborne digital camera imagery . Proceedings of the 26th International Symposium on Remote Sensing of Environment . Vancouver, Canada. pp. 275 – 278 . Ottawa : Canadian Remote Sensing Society .
  • LEVESQUE , J. and KING , D. 1999 . Airborne digital camera image semivariance for evaluation of forest structural damage at an acid mine site . Remote Sensing of Environment , 68 : 112 – 124 .
  • MAUSEL , P. , EVERITT , J. , ESCOBAR , D. and KING , D. 1992 . Airborne videography: current status and future perspectives . Photogrammetric Engineering and Remote Sensing , 58 : 1189 – 1195 .
  • MOORE , D. and McCABE , G. 1999 . Introduction to the Practice of Statistics , New York : W. H. Freeman and Company .
  • MORAN , M. and JACKSON , R. 1991 . Assessing the spatial distribution of evapotranspiration using remotely sensed inputs . Journal Environment Quality , 20 : 725 – 737 .
  • MORAN , M. , MAAS , S. and PINTER , P. 1995 . Combining remote sensing and modelling for estimating surface evaporation and biomass production . Remote Sensing Reviews , 12 : 335 – 353 .
  • MORAN , M. , CLARKE , T. , Qi , J. and PINTER , P. MADMAC: a test of multispectral airborne imagery as a farm management tool . Proceedings of the 26th International Symposium on Remote Sensing of Environment . Vancouver, Canada. pp. 612 – 617 . Ottawa : Canadian Remote Sensing Society .
  • MORAN , M. , VIDAL , A. , TROUFLEAU , D. , INOUE , Y. and MITCHELL , T. 1997a . Combining multi-frequency microwave and optical data for farm management . Remote Sensing of Environment , 61 : 96 – 109 .
  • MORAN , M. , INDUE , Y. and BARNES , E. 1997b . Opportunities and limitations for image-based remote sensing in precision crop management . Remote Sensing of Environment , 61 : 319 – 346 .
  • MOZER , M. and SElGE , P. High resolution multispectral TV camera system . Proceedings of the 7th International Symposium on Remote Sensing of Environment . Ann Arbor, Michigan. pp. 1475 – 1480 . Ann Arbor, MI : ERlM .
  • MURTHA , P. 1978 . Remote sensing and vegetation damage: a theory for detection and assessment . Photogrammetric Engineering and Remote Sensing , 44 : 1147 – 1158 .
  • PEARSON , R. , GRACE , J. and MAY , G. 1994 . Real-time airborne agricultural monitoring . Remote Sensing of Environment , 49 : 304 – 310 .
  • POTDAR , M. 1993 . Sorghum yield modelling based on crop growth parameters determined from visible and near-IR channel NOAA AVHRR data . International Journal Remote Sensing , 14 : 895 – 905 .
  • RICHARDSON , A. , MENUES , R. and NIXON , P. 1985 . Distinguishing weed from cropped plants using video remote sensing . Photogrammetric Engineering and Remote Sensing , 51 : 1785 – 1790 .
  • QUARMBY , N. , MILNES , M. , HINDLE , T. and SILLEOS , N. 1993 . The use of multi-temporal DNVl measurements from AVHRR data for crop yield estimation and prediction . International Journal of Remote Sensing , 14 : 199 – 210 .
  • ROBERT , P. Use of remote sensing imagery for precision farming . Proceedings of the 26th International Symposium on Remote Sensing of Environment . Vancouver, Canada. pp. 596 – 559 . Ottawa : Canadian Remote Sensing Society .
  • ROBINOVE , C. and SKIBITZKE , H. 1967 . An airborne multispectral video system , Professional Paper 575-D 143 – 146 . USGS .
  • ROUSE , J. , HAAS , R. , SCHELL , J. , DEERING , D. and HARLAN , J. 1974 . Monitoring the vernal advancements and retrogradation (greenwave effect) of nature vegetation , NASA/GSFC Final Report Greenbelt, MD : NASA .
  • RUDORFF , B. and BATISTA , G. 1991 . Wheat yield estimation at the farm level using TM Landsat and agrometeorological data . International Journal of Remote Sensing , 12 : 2477 – 2484 .
  • SELLERS , P. 1985 . Canopy reflectance, photosynthesis and transpiration . International Journal of Remote Sensing , 6 : 1335 – 1372 .
  • SELLERS , P. 1987 . Canopy reflectance, photosynthesis and transpiration. 11: the role of biophysics in the linearity of their interdependence . Remote Sensing of Environment , 21 : 143 – 183 .
  • SELLER , P. , BERRY , J. , COLLATZ , G. , FIELD , C. and HALL , F. 1992 . Canopy reflectance. photosynthesis and transpiration 111. A reanalysis using improved leaf models and a new canopy integration scheme . Remote Sensing of Environment , 42 : 1 – 30 .
  • STATSOFT . 2001 . Statisca 6 Electronic Manual , Tulsa, OK : StatSoft .
  • THOMASSON , J. , BENNETT , C. , JACKSON , B. and MALLANDER , M. 1994 . Differentiating bottomland tree species with multispectral videography . Photogrammetric Engineering and Remote Sensing , 60 : 55 – 59 .
  • TUCKER , C. 1979 . Red and photographic infrared linear combinations for monitoring vegetation . Remote Sensing Environment , 8 : 127 – 150 .
  • TREITZ , P. and HOWARTH , P. 1999 . Hyperspectral remote sensing for estimating biophysical parameters of forest ecosystems . Progress in Physical Geography , 23 : 359 – 390 .
  • VERDEBOUT , J. , JACQUEMOUD , S. and SCHMUCK , G. 1994 . “ Optical properties of leaves: modelling and experimental studies ” . In Imaging Spectrometry: a Tool for Environmental Observations , Edited by: Hill , J. and Mègier , J. 169 – 191 . Dordrecht : Kluwer Academic .
  • VERSTRAETE , M. 1994 . “ Retrieving canopy properties from remote sensing measurements ” . In Imaging Spectrometry: a Tool for Environmental Observations , Edited by: Hill , J. and Mègier , J. 109 – 123 . Dordrecht : Kluwer Academic .
  • VERSTRAETE , M. and PINTY , B. 1996 . Designing optimal spectral indexes for remote sensing applications . IEEE Transactions on Geoscience and Remote Sensing , 34 : 1254 – 1265 .
  • WESSMAN , C. 1994 . “ Remote sensing and the estimation of ecosystem parameters and functions ” . In Imaging Spectrometry: a Tool for Environmental Observations , Edited by: Hill , J. and Mègier , J. 39 – 56 . Dordrecht : Kluwer Academic .
  • WIEGAND , C. , RICHARDSON , A. , ESCOBAR , D. and GERBERMANN , A. 1991 . Vegetation indices in crop assessment . Remote Sensing of Environment , 35 : 105 – 119 .
  • WIEGAND , C. , RHOADES , J. , ESCOBAR , D. and EVERITT , J. 1994 . Photographic and videographic observations for determining and mapping the response of cotton to soil salinity . Remote Sensing of Environment , 49 : 212 – 223 .
  • WIEGAND , C. , ANDERSON , G. , LINGLE , S. and ESCOBAR , D. 1996 . Soil salinity effects on crop growth and yield. Illustration of an analysis and mapping methodology for sugarcane . Journal of Plant Physiology , 148 : 418 – 424 .
  • YANG , C. and ANDERSON , G. Determining within-field management zones for grain sorghum using aerial videography . Proceedings of the 26th International Symposium on Remote Sensing of Environment . Vancouver, Canada. pp. 606 – 611 . Ottawa : Canadian Remote Sensing Society .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.