Precise measuring of urban façade color is necessary for planning. The existing manual methods building are limited by time and labor costs hardly carried out on a city scale. These also make it challenging to identify the role function in controlling guiding This paper explores city-scale approach measurement with functional classification using state-of-the-art deep learning techniques street...

Deploying solar reflective materials on urban surfaces is known as an effective heat mitigation strategy. Several studies have shown their cooling impacts; however, most of them focused rooftops rather than facades. The novelty this paper related to exploring the impact each façade orientation corresponding microclimate and energy balance. High albedo were implemented facades with different ori...

Abstract. Semantic 3D building models are widely available and used in numerous applications. Such display rich semantics but no façade openings, chiefly owing to their aerial acquisition techniques. Hence, refining models’ façades using dense, street-level, terrestrial point clouds seems a promising strategy. In this paper, we propose method of combining visibility analysis neural networks for...

Abstract Among the multiple Nature-based solutions (NBS) that can be applied at city scale, those make it possible integration of vegetation and nature on building’s envelopes, such as green roofs, walls facades, stand out for their ability to re-fill scarce surfaces opportunity in dense built environment. The main objective “ Verd de proximitat BCN ” project is design a “Monitoring evaluation ...

The biggest part of the energy consumption buildings is for thermal comfort. Awareness on climate change and concerns about depletion natural resources made necessity to use renewable sources in evident. In this context, microalgae have high surface efficiency consume inorganic carbon, thus enabling carbon-neutral operation. They can be integrated into building façades with photobioreactors red...

Reuse and high-value recycling have a pivotal role to play in reducing waste minimising carbon emissions the built environment. Design strategies for such recovery methods yet be fully established façade industry. Meanwhile, stringent regulations, aimed at operational of buildings improving other performance criteria as occupant safety, stimulated use more complex systems that incorporate multi...

The view from the window is an important parameter of living comfort. Previous studies have defined several characteristics views, but there are very few that addressed views in dense urban environments and their influence on perceptual elements view. scope study was to define design can trigger negative reactions viewers. In our questionnaire survey used as a method for obtaining research data...