# EGMStream Webapp: EGMS Data Downstream Solution
## 6 Conclusions  
The EGMStream webapp is an innovative platform designed to enhance the accessibility, efficiency, and flexibility of analysing data provided by the European Ground Motion Service (EGMS). Developed as a web application utilizing modern technologies such as Python, JavaScript, and Docker, the EGMStream webapp excels in managing large geospatial datasets, addressing the increasing needs of the scientific and technical community. By combining a user-friendly interface with a scalable cloud-based architecture, the platform enables users to easily access EGMS data without the need for complex software or hardware setups.  
The modular structure of the EGMStream webapp, with its separation of the backend, frontend, and database components, simplifies the development, maintenance, and implementation of new features, ensuring continuous updates and improvements. Additionally, Docker integration ensures consistent performance across any infrastructure, supporting efficient processing even under high user loads.  
Compared to its previous desktop version, the EGMStream webapp delivers significant advantages in terms of accessibility and performance. The requirement for local installations and high-performance hardware has been eliminated, thanks to the adoption of a scalable cloud architecture. Features such as parallel processing and the delivery of converted data via email in standardized GIS formats (Shapefile, GeoPackage, GeoJSON) have made the system more efficient and user-friendly. Notably, the inclusion of the GeoJSON format further enhances the platform versatility, enabling seamless integration with web-based workflows and real-time analysis applications.  
In conclusion, the EGMStream webapp represents a significant advancement for scientific and professional communities utilizing EGMS data. Its combination of accessibility, scalability, and advanced performance makes it a useful tool for large-scale geospatial analysis. Future developments aim to introduce automated analysis capabilities, real-time visualization features, and cloud storage solutions, further addressing the growing needs of research and professional stakeholders. These innovations will further strengthen EGMStream's position as a reference platform for ground motion data analysis.  
Conceptualization and methodology, F.B., C.M. and M.D.S.; software, F.B., C.M. and D.F.; writing--original draft preparation, F.B., C.M. and M.D.S.; writing--review and editing D.F.; supervision and project administration, M.D.S. All authors have read and agreed to the published version of the manuscript.  
This research received no external funding.  
The EGMStream webapp is freely available at [[https://egmstream.unifi.it](https://egmstream.unifi.it)]([https://egmstream.unifi.it](https://egmstream.unifi.it)). To remain updated about future releases or to receive further support, please contact the authors at [EMAIL_ADDRESS].  
The authors would like to thank [PERSON], IT technician of the Earth Sciences Department at the University of Florence, for his IT support provided in the development of the webapp. In addition, the first author also acknowledges the European Union-NextGenerationEU-Mission 4 \"Education and Research\"-Component 2 \"From Research to Business\"-Investment 3.1 \"Fund for the realization of an integrated system of research and innovation infrastructures\"-Project IR0000037-GeoSciences IR-CUP I53C22000800006 for funding his PhD fellowship.  
The authors declare no conflicts of interest.