DocumentCode :
3086156
Title :
Using NASA´S Long Term Data Record version 3 for the monitoring of land surface vegetation
Author :
Sobrino, Jose A. ; Julien, Yves ; Mattar, Cristian ; Oltra-Carrio, Rosa ; Jimenez-Munoz, Juan C. ; Soria, Gustavo ; Franch, Belen ; Hidalgo, V.
Author_Institution :
Imaging & Process. Lab., Univ. of Valencia, Valencia, Spain
fYear :
2011
fDate :
12-14 July 2011
Firstpage :
253
Lastpage :
256
Abstract :
Numerous datasets have been made available for the observation of our planet from space. The aim of this work is the observation of changes in vegetation, through the use of a recent remote sensing dataset, NASA´s Long Term Data Record (LTDR). Several authors have pointed out that vegetation monitoring benefits of the simultaneous use of Normalized Difference Vegetation Index (NDVI) and land surface temperature (LST). Therefore, this work presents the procedure developed to monitor vegetation with the LTDR dataset, using both NDVI and LST parameters. This procedure includes data preprocessing (estimation of NDVI and LST, orbital drift correction, atmospherically contaminated data reconstruction), and analysis (Mann-Kendall statistical framework).
Keywords :
data analysis; land surface temperature; vegetation mapping; Mann-Kendall statistical framework; NASA long term data record; NOAA-AVHRR; atmospherically contaminated data reconstruction; data analysis; data preprocessing method; land surface temperature; land surface vegetation monitoring; normalized difference vegetation index; remote sensing dataset; vegetation change observation; Clouds; Land surface; Land surface temperature; Monitoring; Remote sensing; Time series analysis; Vegetation mapping; LTDR; Land Surface Temperature; NDVI; NOAA-AVHRR; time series; vegetation monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Analysis of Multi-temporal Remote Sensing Images (Multi-Temp), 2011 6th International Workshop on the
Conference_Location :
Trento
Print_ISBN :
978-1-4577-1202-9
Type :
conf
DOI :
10.1109/Multi-Temp.2011.6005096
Filename :
6005096
Link To Document :
بازگشت