An extended approach for spatiotemporal gapfilling: dealing with large and systematic gaps in geoscientific datasets

Spatiotemporal observations in Earth System sciences are often affected by numerous and/or systematically distributed gaps. This data fragmentation is inherited from instrument failures, sparse measurement protocols, or unfavourable conditions (e.g. clouds or vegetation thickness in case of re...

Full description

Bibliographic Details
Main Authors: J. v. Buttlar, J. Zscheischler, M. D. Mahecha
Format: Article
Language:English
Published: Copernicus Publications 2014-02-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/21/203/2014/npg-21-203-2014.pdf