Sentence examples for time series gaps from inspiring English sources

Our results demonstrate that, despite the presence of time series gaps, LPA provides a robust basis for retrospective analysis of long-term changes in spring and autumn deciduous forest phenology over the last three decades.

Previous data imputation studies (Junninen et al. 2004; Plaia and Bondi 2006; Schneider 2001) used shorter time series with gaps of missing samples in the original data.

After 2 weeks of critical experiments being abandoned, time series suffering gaps, research grants not being funded, and overall loss in the credibility of the U.S. government as a reliable science partner, a temporary budget deal was struck in the form of a continuing resolution that reopened government, but only until January 15 of 2014.

Some of our country time series contains gaps of varying length.

The weather station time series showed many gaps.

Similar behavior is expected in cases of discontinuities in the time series, such as data gaps, which are being translated through filtering in artificial oscillations.

As longer time series become available, these gaps are more likely to be filled, although TFA will then first require some averaging across several years' of data.

First, the time series are checked for data gaps, interpolated if gaps are minimal, and/or flagged accordingly.

Precipitation data with gaps and time series with spatial interpolated data are analyzed.

The DFM framework is illustrated with a set of 8 groundwater head series and applied for filling gaps in time series, reconstructing high-frequency data, and detecting outliers.

The modeling procedure with the derived equations was tested through example problems of: (1) filling in gaps in time series; and (2) sampling frequency design.