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|Title:||Consolidating the Two-Stream Inversion Package (JRC-TIP) to Retrieve Land Surface Parameters from Albedo Products|
|Authors:||CLERICI Marco; VOSSBECK Michael; PINTY Bernard; KAMINSKI Thomas; TABERNER Malcolm; LAVERGNE Thomas; ANDREDAKIS Ioannis|
|Citation:||IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING vol. 3 no. 3 p. 286-295|
|Publisher:||IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC|
|Type:||Articles in Journals|
|Abstract:||The objective of this paper is to present a series of improvements on the Joint Research Centre Two-stream Inversion Package (JRC-TIP) that enhance its effectiveness to generate reliable surface products and associated uncertainties from surface albedo values. Look-Up Tables (LUTs) are built in the observation space from the JRC-TIP and they are used to store solutions obtained from off-line dedicated procedures on selected sets of prior conditions. This new approach drastically limits the occurrence of questionable solutions, revealed by outliers in the retrievals, often associated with local, instead of global minima, and ensures that the retrieved values are insensitive to small variations in the input albedo values. This TIP table based approach also reduces considerably the computing time requirement, a definite asset in the systematic application of the TIP against large data sets of surface albedo products.|
|JRC Institute:||Institute for Environment and Sustainability|
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