## 6 Conclusions  
From the perspective of \"Internet of Things-Construction,\" this study introduces an innovative greenable gravity retaining wall structure that leverages the abundant loess resources found in the western region. This novel structure seamlessly integrates the attributes of both gravity retaining walls and ecological retaining walls, thereby enhancing the real-time monitoring and intelligence of this new greenable gravity retaining wall. By incorporating cement-modified loess into this innovative gravity retaining wall structure, the study conducted a comprehensive investigation into the greening feasibility and strength of this material, yielding the following findings:  
1. The implementation of Internet of Things (IoT) technology for the development of a video monitoring system, supported by advanced video image processing techniques, enables the identification of retaining wall surface deformations and the precise calculation of wall surface inclination angles. This technological advancement significantly elevates the safety assessment standards for the new greenable gravity retaining wall.
2. Cement-modified loess is introduced as a suitable planting substrate for vegetation in the context of this fresh greenable gravity retaining wall design. However, the cement mixing ratio should not exceed 10% to strike a balance between meeting strength requirements and fulfilling greening standards. In cases where the project demands higher strength and greening criteria, eco-concrete can be considered as an alternative.
3. The inclusion of cement within cement-modified loess demonstrates a conspicuous influence on enhancing the structural strength of loess soil, resulting in soil properties that begin to resemble the destructive characteristics of concrete. To balance economic and strength considerations, the optimal cement mixing ratio in cement-modified loess projects should fall within the range of 5% to 12%.
4. Despite the valuable contributions made by this research, there are some areas that require further exploration. The study does not effectively integrate the automatic measurement results with the traditional inclinometer, and certain limitations exist in the examination of the interactions between automated monitoring and discrimination methodologies. Subsequent investigations should actively incorporate the results of automatic measurements with inclinometers to enhance the real-time, intelligence, and precision of monitoring the novel greenable gravity retaining wall.  
Z.L.: investigation, methodology, writing--review and editing. H.Z.: methodology. B.Z.: funding acquisition, methodology, supervision. X.L.: investigation, formal analysis. S.C.: supervision, validation. All authors have read and agreed to the published version of the manuscript.  
This research received no external funding.  
Not applicable.  
The data presented in this study are available in Research on New Greenable Class Gravity Retaining Wall Structure Technology Based on Video Monitoring.  
Author [PERSON] was employed by the company The-First-Company of-China Construction Sixth Engineering Bureau Corp., Ltd. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.