Geospatial Analytics Extension for KNIME

The Geospatial Analytics Extension for KNIME (GAEK) is an innovative tool designed to integrate visual programming with geospatial analytics, streamlining GIS education and research in social sciences. GAEK simplifies access for users with an intuitive, visual interface for complex spatial analysis...

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Bibliographic Details
Published inSoftwareX Vol. 25; p. 101627
Main Authors Liu, Lingbo, Fu, Xiaokang, Kötter, Tobias, Sturm, Kevin, Haubold, Carsten, Guan, Weihe Wendy, Bao, Shuming, Wang, Fahui
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.02.2024
Elsevier
Subjects
Geospatial analytics
GIS
KNIME analytics platform
Replicability and reproducibility
Visual programming
GIS
Visual programming
Geospatial analytics
KNIME analytics platform
Replicability and reproducibility
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Summary:The Geospatial Analytics Extension for KNIME (GAEK) is an innovative tool designed to integrate visual programming with geospatial analytics, streamlining GIS education and research in social sciences. GAEK simplifies access for users with an intuitive, visual interface for complex spatial analysis tasks and contributes to the organization of the GIS Knowledge Tree through its geospatial analytics nodes. This paper discusses GAEK's architecture, functionalities, and its transformative impact on GIS applications. While GAEK significantly enhances user experience and research reproducibility, future updates aim to expand its functionality and optimize its bundled environment.
ISSN:2352-7110
2352-7110
DOI:10.1016/j.softx.2023.101627