The coordinating center then developed the harmonized dataset in cooperation with the partners.
For harmonizing datasets, it is recommended to consult a(n) (external) harmonization expert, who is familiar with Source and Target data structures.
We have harmonized the datasets and spatialized the data by providing latitude and longitude values for each settlement location.
Once early discussions of variables to be paired and harmonized between datasets had begun in the xTEND project, the development of automated tools for the generation of scripts applying discussed variable pairing and harmonization rules was undertaken so that these rules were applied in a consistent fashion that could be audited.
ORCHIDEE-GM v2.2 is integrated over Europe using the harmonized climate dataset from the ERA-WATCH reanalysis at a spatial resolution of 0.25° by 0.25° for the period 1901 2010 [49].
As each lake variable required manual interpretation and harmonizing across datasets, and thus a significant investment of time and financial resources, we prioritized the variables that were necessary to answer our initial research questions.
By the end of the training courses, participants were able to collect and rescue legacy soil organic data, compile and harmonize SOC datasets for updating their national soil information systems, calculate SOC stocks, model SOC spatial distribution based on digital soil mapping techniques, and develop accurate digital SOC maps.
To address the numerous complexities of the topic of the potential impact of 5-HTTLPR variation on depression, hypothesized as a moderator of the response to stress, we have designed a coordinated meta-analysis that performs consistent, de novo analyses of all available primary data, utilizing variables that are harmonized across the datasets and with analyses that were determined a priori.
Harmonized land-use transition datasets have been prepared through historical (1500 to 2005) and four future RCPs through 2100 (Hurtt et al. [2011]).
The national datasets were harmonized according to these definitions.
