A cross-scale framework for integrating multi-source data in Earth system sciences
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41330%2F21%3A85825" target="_blank" >RIV/60460709:41330/21:85825 - isvavai.cz</a>
Result on the web
<a href="https://www.sciencedirect.com/science/article/pii/S1364815221000402?via%3Dihub" target="_blank" >https://www.sciencedirect.com/science/article/pii/S1364815221000402?via%3Dihub</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.envsoft.2021.104997" target="_blank" >10.1016/j.envsoft.2021.104997</a>
Alternative languages
Result language
angličtina
Original language name
A cross-scale framework for integrating multi-source data in Earth system sciences
Original language description
Integration of Earth system data from various sources is a challenging task. Except for their qualitative heterogeneity, different data records exist for describing similar Earth system processes at different spatiotemporal scales. Data inter-comparison and validation are usually performed at a single spatial or temporal scale, which could hamper the identification of potential discrepancies in other scales. Here, we propose a simple, yet efficient, graphical method for synthesizing and comparing observed and modelled data across a range of spatiotemporal scales. Instead of focusing at specific scales, such as annual means or original grid resolution, we examine how their statistical properties change across spatiotemporal continuum. The proposed cross-scale framework for integrating multi-source data in Earth system sciences is already developed as a stand-alone R package that is freely available to download.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10511 - Environmental sciences (social aspects to be 5.7)
Result continuities
Project
<a href="/en/project/GJ20-27624Y" target="_blank" >GJ20-27624Y: Synthetic and Comparative Hydrology of Earth, MArs and TitAn (SCHEMATA)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Environmental Modelling & Software
ISSN
1364-8152
e-ISSN
1873-6726
Volume of the periodical
139
Issue of the periodical within the volume
104997
Country of publishing house
GB - UNITED KINGDOM
Number of pages
6
Pages from-to
1-6
UT code for WoS article
000641409100006
EID of the result in the Scopus database
2-s2.0-85101497813