Validation of spectral continuity between PROBA-V and SPOT-VEGETATION global daily datasets
نویسندگان
چکیده
Spectral consistency with SPOT-VEGETATION is an important mission objective for PROBA-V, in particular for its 1 km products. This must allow service providers such as the Copernicus Global Land Service to extend the 16-year long timeseries of SPOTVEGETATION global 1km data with similar PROBA-V products. To evaluate the extent of spectral consistency, an evaluation of spectral response differences is performed by applying the spectral response of PROBA-V and SPOT-VEGETATION 2 to a spectral library of representative global land cover conditions. Datasets for surface reflectance values and Normalized Difference Vegetation Index (NDVI) are thus established for both missions. Through linear regression between the two datasets, spectral correction functions are defined, which can be used to improve the spectral consistency between PROBA-V and SPOT-VEGETATION products. The correspondence between PROBA-V and SPOT-VEGETATION products is then evaluated for the overlapping period when products from both missions were available. The effect of the spectral correction functions is assessed by comparing the correspondence obtained with and without this spectral correction applied. For the NDVI product, an additional offset correction is defined based on a limited sample of the overlapping period. The final spectral correction functions are then evaluated over the full overlapping period between PROBA-V and SPOT-VEGETATION. Discrepancies are observed which indicate a temporal behavior with respect to the correspondence of the mission products. Such temporal behavior can’t be explained by spectral response differences, and therefore other causes are investigated.
منابع مشابه
Building a Calibration and Validation System for the Proba-v Satellite Mission
The VEGETATION instruments on board of the SPOT-4 and SPOT-5 satellites have provided users daily low resolution (1 km ground sampling distance, GSD) remote sensing images on a global scale for vegetation monitoring for more than 10 years. To ensure the continuity of this service, the ESA PROBA-V (V for Vegetation) mission is under development, due to be launched in 2012. VITO will continue to ...
متن کاملCross Comparison of Spot-4 Vegetation and Noaa-14 Avhrr
Spectral vegetation indices obtained from satellite sensors have been used to measure and monitor the Earth’s vegetative cover from local, regional, to global scales. The normalized difference vegetation index (NDVI) has been the most widely-used index and shown to correlate with green leaf area index, green biomass, and net primary productivity. The NDVI from the two sensors, National Oceanic ...
متن کاملMultiscale geostatistical analysis of AVHRR, SPOT-VGT, and MODIS global NDVI products
Global NDVI data are routinely derived from the AVHRR, SPOT-VGT, and MODIS/Terra earth observation records for a range of applications from terrestrial vegetation monitoring to climate change modeling. This has led to a substantial interest in the harmonization of multisensor records. Most evaluations of the internal consistency and continuity of global multisensor NDVI products have focused on...
متن کاملAvhrr Compatible Vegetation Index Derived from Meris Data
The AVHRR compatible vegetation index derived from MERIS full resolution (FR) data is based on top of atmosphere radiances (ESA L2 data). This continuity index is developed using radiative transfer models for simulating the reflectance of the broad spectral channels of the NOAA – AVHRR and the small spectral bands of MERIS. A linear combination of MERIS channels describes each AVHRR channel. Th...
متن کاملSSC09-III-9 Compact Optical Payload for Daily Survey of Vegetation from Small Satellites
Recent advancement of optics fabrication, metrology and detectors are the basis for the development of a new compact instrument designed to provide daily revisit for the analysis of vegetation. The instrument has been optimized to improve multispectral imaging capabilities with respect to Spot-Vegetation, while minimizing mass and power to be accommodated on a small satellite. The new technolog...
متن کامل