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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

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • 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