KNIMIE-GEE-G2SFCA-Accessibility
Elevating the RRE framework for Geospatial Analysis with Visual Programming Platforms: An Exploration with Geospatial Analytics Extension for KNIME
Lingbo Liu , Fahui Wang*，Xiaokang Fu, Tobias Koetter ，Kevin Sturm, Weihe Wendy Guan, Shuming Bao
A specific use case was introduced to demonstrate the practical application of the Geospatial Analytics Extension for KNIME, aiming to validate its efficacy through textbook replication and a focused study on spatial accessibility.
Anchored in the RRE framework, we present a case study detailing spatial accessibility to hospitals within East Baton Rouge Parish (Baton Rouge). The study evaluates access for residents across varying census block groups to five acute hospitals. Data pinpointing the location and bed capacity of these hospitals is sourced from the Louisiana Hospital Association's 2021 directory. Supplementary data concerning census block groups, including population demographics and road networks in EBRP, is informed by the 2020 Census.
KNIME workflow for G2SFCA based on an RRE framework-1
Nodes
- Math Formula24 ×
- Column Selection Configuration7 ×
- Joiner7 ×
- GroupBy5 ×
- Double Configuration4 ×
- Merge Variables4 ×
- Single Selection Configuration3 ×
- CASE Switch End2 ×
- CASE Switch Start2 ×
- Column Renamer2 ×
- Transpose2 ×
- Column Appender1 ×
- Column Filter1 ×
- Counting Loop Start1 ×
- Google Authenticator1 ×
- Integer Configuration1 ×
- Line Plot1 ×
- Linear Correlation1 ×
- Loop End1 ×
- Math Formula (Multi Column)1 ×
- Math Formula (Variable)1 ×
- Normalizer1 ×
- Number To String1 ×
- Reference Column Filter1 ×
- Reference Column Resorter1 ×
- Row Filter1 ×
- RowID1 ×
- Rule Engine1 ×
- String Manipulation1 ×
- Table Creator1 ×
- Table Row to Variable1 ×
- Top k Row Filter1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Javasnippet
- FeatureKNIME Math Expression (JEP)
- FeatureKNIME Quick Forms
- FeatureKNIME Views
Links
- No links available