Quantitative analysis and evaluation of winter and summer landscape colors in the Yangzhou ancient Canal utilizing deep learning
Contact us if these videos are not relevant.
Contact us if these videos are not relevant.
View abstract on PubMed
Summary
This summary is machine-generated.Landscape color significantly impacts heritage site beauty. This study used deep learning to analyze Yangzhou Grand Canal sites, finding strong correlations between color characteristics and scenic beauty, particularly in winter and summer.
Area Of Science
- Environmental Science
- Landscape Architecture
- Computer Vision
Background
- Color is crucial for visual landscape evaluation and heritage site recognition.
- Understanding landscape color dynamics is essential for heritage site management and aesthetic design.
Purpose Of The Study
- To quantify landscape color characteristics of five Yangzhou Grand Canal heritage sites.
- To analyze the relationship between landscape color and Scenic Beauty Estimation (SBE) values.
- To provide a theoretical basis for heritage landscape color design.
Main Methods
- Deep Learning (DL) scene parsing algorithm for color quantification.
- Evaluation of color characteristics (dominant color, saturation, brightness, diversity) in winter and summer.
- Correlation analysis between color characteristics and SBE values.
Main Results
- Dominant colors are blue and green; buildings are orange/yellow. Plant colors shift from green (summer) to yellow/cyan (winter).
- Winter landscapes exhibit low saturation and brightness, while summer shows medium saturation and higher brightness.
- Color diversity varies significantly in winter and slightly in summer. Strong correlations found between color diversity/saturation and SBE values, varying by season.
Conclusions
- Landscape color, particularly its diversity and saturation, is strongly correlated with perceived scenic beauty.
- Seasonal variations in color significantly influence the aesthetic experience of heritage landscapes.
- Findings support scientific landscape color design for heritage sites.
Contact us if these videos are not relevant.
Contact us if these videos are not relevant.
Related Concept Videos
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.
Topography involves measuring and mapping land elevations, natural features, and artificial structures to create accurate representations of the terrain. Topographic surveying relies on traditional and modern methods, each with distinct advantages and limitations.Traditional Surveying Methods:Transit stadia surveys and plane table surveys were widely used traditional surveying methods. These techniques relied on instruments like theodolites and stadia rods for measuring distances and angles,...