DEVELOPING VEGETATION HEALTH INDEX FROM BIOPHYSICAL VARIABLES DERIVEDUSING MODIS SATELLITE DATA IN THE TRANS-GANGETIC PLAINS OF INDIA

Basic requirement for crop growth monitoring is the efficient tool for retrieving different plant biophysicalvariables and its accuracy or reliability. In the present study, statistical approach is used to retrieve the threebiophysical parameters i.e. leaf area index (LAI), Chlorophyll content (Cab), and leaf equivalent waterthickness (Cw). Normalized Difference Vegetation Index (NDVI), Red Index (RI) and Normalized DifferenceWater Index (NDWI) were used to retrieve LAI, Cab and Cw respectively. Study area was Trans-Gangetic plaincomprising of whole Punjab, Haryana, Chandigarh, Delhi and some parts of Rajasthan. Field measurementswere done at 190 locations. Spectral measurements (wheat crop and soil) with ground held spectroradiometer(FieldSpec3), LAI using Canopy Analyzer (LICOR-2000) and leaf samples were collected for further analysisin laboratory. Satellite data used was MODIS Surface Reflectance Product (MOD 09). Vegetation Health Index(VHI) was developed using the retrieved LAI, Cab and Cw and study area was categorized into four groupsbased on VHI.

[1]  Markus Holtz,et al.  Validation and Applications , 2011 .

[2]  S. Tarantola,et al.  Designing a spectral index to estimate vegetation water content from remote sensing data: Part 2. Validation and applications , 2002 .

[3]  R. Houborg,et al.  Combining vegetation index and model inversion methods for the extraction of key vegetation biophysical parameters using Terra and Aqua MODIS reflectance data , 2007 .

[4]  S. T. Gower,et al.  Direct and Indirect Estimation of Leaf Area Index, fAPAR, and Net Primary Production of Terrestrial Ecosystems , 1999 .

[5]  Zlatko Zlatev and Fernando Cebola Lidon An overview on drought induced changes in plant growth, water relationsand photosynthesis - , 2012 .

[6]  Steven W. Running,et al.  Comparisons of land cover and LAI estimates derived from ETM+ and MODIS for four sites in North America: a quality assessment of 2000/2001 provisional MODIS products , 2003 .

[7]  Vinay Kumar Sehgal,et al.  Inversion of PROSAIL Model for Retrieval of Plant Biophysical Parameters , 2012, Journal of the Indian Society of Remote Sensing.

[8]  S. Leblanc,et al.  A Shortwave Infrared Modification to the Simple Ratio for LAI Retrieval in Boreal Forests: An Image and Model Analysis , 2000 .

[9]  B. Gao NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space , 1996 .

[10]  W. Cohen,et al.  Landsat's Role in Ecological Applications of Remote Sensing , 2004 .

[11]  S. Tarantola,et al.  Designing a spectral index to estimate vegetation water content from remote sensing data: Part 1 - Theoretical approach , 2002 .

[12]  Karin S. Fassnacht,et al.  Relationships between leaf area index and Landsat TM spectral vegetation indices across three temperate zone sites , 1999 .

[13]  A. Gitelson,et al.  Quantitative estimation of chlorophyll-a using reflectance spectra : experiments with autumn chestnut and maple leaves , 1994 .

[14]  R. Houborg,et al.  Mapping leaf chlorophyll and leaf area index using inverse and forward canopy reflectance modeling and SPOT reflectance data , 2008 .

[15]  A. Gitelson,et al.  Spectral reflectance changes associated with autumn senescence of Aesculus hippocastanum L. and Acer platanoides L. leaves. Spectral features and relation to chlorophyll estimation , 1994 .

[16]  A. Gitelson,et al.  Signature Analysis of Leaf Reflectance Spectra: Algorithm Development for Remote Sensing of Chlorophyll , 1996 .

[17]  Patricia L. Andrews,et al.  Introduction To Wildland Fire , 1984 .

[18]  J. Chen,et al.  Retrieving Leaf Area Index of Boreal Conifer Forests Using Landsat TM Images , 1996 .

[19]  D. Arnon COPPER ENZYMES IN ISOLATED CHLOROPLASTS. POLYPHENOLOXIDASE IN BETA VULGARIS. , 1949, Plant physiology.

[20]  A. Gitelson,et al.  Non-destructive determination of chlorophyll content of leaves of a green and an aurea mutant of tobacco by reflectance measurements , 1996 .

[21]  John M. Norman,et al.  Leaf area index measurements , 1997 .