DocumentCode
143296
Title
Field radiometry for vineyard status monitoring under Mediterranean conditions
Author
Sanchez, N. ; Martinez-Fernandez, J. ; Aparicio, J. ; Herrero-Jimenez, C.M.
Author_Institution
Centro Hispano Luso de Investig. Agrarias, Univ. de Salamanca, Villamayor, Spain
fYear
2014
fDate
13-18 July 2014
Firstpage
2094
Lastpage
2097
Abstract
Field radiometry based on high spectral capacity of spectroradiometers is an alternative to the high-cost direct or destructive measurements for monitoring agricultural vegetation. Parameters related with phenology, status and physiognomy either at leaf, plant or canopy level can potentially be estimated and monitored using measurements of the reflected energy in the visible and near infrared spectrum range. In this work, hyperspectral indices derived from combination of reflectance measurements were proposed for estimating biophysical parameters of vines plants and monitoring their water status. A vineyard of 100 has of Vitis vinifera was studied in the Castilla y León region of Spain. The biophysical parameters that have been controlled for the plants were Leaf Area Index (LAI), chlorophyll relative content, and vegetation water content (VWC). Soil moisture observations were also included in the dataset. Correlation between these parameters and hyperspectral indices was established and evaluated. Good results were found using the Soil-Adjusted Vegetation Index (SAVI), the Photochemical Reflectance Index (PRI), the Transformed Chlorophyll Absorption in Reflectance Index (TCARI) and the Chlorophyll Normalized Difference Index, (CNDI) for LAI, VWC and chlorophyll characterization, with a high number of significant correlations (R>0.60), specially for SAVI.
Keywords
vegetation; Castilla y Leon region Spain; Mediterranean conditions; SAVI; Vitis vinifera; agricultural vegetation monitoring; biophysical parameters; canopy level; chlorophyll normalized difference index; chlorophyll relative content; field radiometry; hyperspectral index; leaf area index; leaf level; near infrared spectrum range; photochemical reflectance index; plant level; reflectance measurements; reflected energy; soil moisture observations; soil-adjusted vegetation index; spectroradiometer spectral capacity; transformed chlorophyll absorption in reflectance index; vegetation water content; vines plants; vineyard status monitoring; visible spectrum range; Correlation; Hyperspectral imaging; Indexes; Reflectivity; Sea measurements; Vegetation mapping; Radiometry; hyperspectral indices; vineyard;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location
Quebec City, QC
Type
conf
DOI
10.1109/IGARSS.2014.6946878
Filename
6946878
Link To Document