Smart Sensing in Italian Historic City Centers: The Liminal Environmental Monitoring System (LEMS)

Historic city centers host dense ensembles of heritage buildings where conservation goals must coexist with sustainable and smart urban development, yet the semi-outdoor “liminal” spaces of these complexes, such as cloisters, loggias and courtyards, are rarely included in microclimate monitoring networks. This study develops and tests the Liminal Environmental Monitoring System (LEMS), a flexible environmental data acquisition architecture designed for long-term monitoring in such spaces. The LEMS is based on a custom, low-cost data acquisition board able to handle multiple analogue and digital sensors, combined with a daisy-chain communication layout using the MODBUS RS485 protocol and a commercial datalogger as master, in order to meet the technical and visual constraints of historic buildings. Board calibration and sensor characterisation are reported, and the system is deployed in the cloister of Palazzo Costabili, a renaissance complex in the historic city center of Ferrara (Italy). This case study illustrates how the LEMS captures spatial and temporal variation in air temperature, relative humidity and solar irradiance and how an annual solar-shading indicator derived from 3D ray-tracing simulations supports the interpretation of irradiance measurements. The results indicate that the LEMS is a viable tool for heritage-compatible microclimate monitoring and can be adapted to other historic courtyards and loggias.

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Publication Details

Journal
Smart Cities
Published
2026-01-20
DOI
https://doi.org/10.3390/smartcities9010014
Primary Topic
Conservation Techniques and Studies
Type
article
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article

Smart Sensing in Italian Historic City Centers: The Liminal Environmental Monitoring System (LEMS)

Pietromaria Davoli, Valentina Diolaiti, Valentina Modugno, Giulio Mangherini et al.
Smart Cities
Conservation Techniques and Studies
article

Smart Sensing in Italian Historic City Centers: The Liminal Environmental Monitoring System (LEMS)

Pietromaria Davoli, Valentina Diolaiti, Valentina Modugno, Giulio Mangherini, Nazim Aslam, Leonardo Sollazzo, Marta Calzolari, Donato Vincenzi, Diego Bernardoni
article en

Abstract

Historic city centers host dense ensembles of heritage buildings where conservation goals must coexist with sustainable and smart urban development, yet the semi-outdoor “liminal” spaces of these complexes, such as cloisters, loggias and courtyards, are rarely included in microclimate monitoring networks. This study develops and tests the Liminal Environmental Monitoring System (LEMS), a flexible environmental data acquisition architecture designed for long-term monitoring in such spaces. The LEMS is based on a custom, low-cost data acquisition board able to handle multiple analogue and digital sensors, combined with a daisy-chain communication layout using the MODBUS RS485 protocol and a commercial datalogger as master, in order to meet the technical and visual constraints of historic buildings. Board calibration and sensor characterisation are reported, and the system is deployed in the cloister of Palazzo Costabili, a renaissance complex in the historic city center of Ferrara (Italy). This case study illustrates how the LEMS captures spatial and temporal variation in air temperature, relative humidity and solar irradiance and how an annual solar-shading indicator derived from 3D ray-tracing simulations supports the interpretation of irradiance measurements. The results indicate that the LEMS is a viable tool for heritage-compatible microclimate monitoring and can be adapted to other historic courtyards and loggias.

Smart CitiesVol. 9(1)
University of Ferrara (IT), Consorzio Futuro in Ricerca (IT)
Sustainable cities and communities
Openalex Percentile: Top 84%
Conservation Techniques and Studies
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Smart Sensing in Italian Historic City Centers: The Liminal Environmental Monitoring System (LEMS) — Pietromaria Davoli, Valentina Diolaiti, et al. · Smart Cities (2026) | TGRS Research Map | TGRS