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20 pages, 5970 KB  
Article
Quantifying Spatial Openness and Visual Perception in Historic Urban Environments
by Yuting Ma, Ling Wang and Jiashu Zhang
Buildings 2025, 15(18), 3295; https://doi.org/10.3390/buildings15183295 - 12 Sep 2025
Cited by 1 | Viewed by 643
Abstract
With accelerating urbanization, the preservation and adaptive renewal of historic urban environments have emerged as critical challenges in the field of urban science. Among various morphological attributes, spatial openness plays a fundamental role in shaping visual perception and influencing human well-being, but remains [...] Read more.
With accelerating urbanization, the preservation and adaptive renewal of historic urban environments have emerged as critical challenges in the field of urban science. Among various morphological attributes, spatial openness plays a fundamental role in shaping visual perception and influencing human well-being, but remains insufficiently examined within the context of historic streetscapes. This study investigates the spatial configuration of Tangchang Ancient Town in Chengdu, China, to elucidate the relationship between spatial openness and perceptual responses. A mixed-methods approach was employed, integrating semantic differential (SD) surveys with a suite of spatial analysis techniques, including GIS-based viewshed analysis, depth-to-height ratios, building density, and street curvature metrics. The empirical findings reveal that increased spatial openness is positively associated with visual comfort, while reduced openness contributes to a heightened sense of enclosure and psychological stress. Mediating factors, such as sky visibility and natural lighting conditions, were identified as significant, with elevation angle and curvature further enriching the explanatory framework. Drawing on these insights, this study proposes a set of context-sensitive spatial design strategies tailored to varying degrees of openness. These include enhancing vertical openness through building form regulation, improving lighting and sky access, integrating vegetation more effectively, and activating corner spaces to support spatial legibility and visual interest. This research contributes to the growing discourse on evidence-based urban design by linking quantifiable spatial parameters with perceptual and affective outcomes. The proposed framework offers practical guidance for the sustainable conservation and transformation of historic urban areas undergoing contemporary urbanization pressures. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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26 pages, 24023 KB  
Article
Climate-Adaptive Archetypes of Vernacular Villages and Their Application in Public Building Design: A Case Study of a Visitor Center in Chaoshan, China
by Fengdeng Wan, Ziqiao Li, Huazhao Li, Li Li and Xiaomiao Xiao
Buildings 2025, 15(16), 2848; https://doi.org/10.3390/buildings15162848 - 12 Aug 2025
Viewed by 673
Abstract
The Sixth Assessment Report of the IPCC highlights that global surface temperatures have risen by 1.1 °C above pre-industrial levels, with a marked increase in the frequency and intensity of extreme heat events in hot–humid regions. Buildings in these areas urgently require passive [...] Read more.
The Sixth Assessment Report of the IPCC highlights that global surface temperatures have risen by 1.1 °C above pre-industrial levels, with a marked increase in the frequency and intensity of extreme heat events in hot–humid regions. Buildings in these areas urgently require passive design strategies to enhance climate adaptability. Employing Zhupu Ancient Village in Chaoshan region in China as an example, this study analyzes and evaluates the wind-driven ventilation archetype and buoyancy-driven ventilation archetype of the village through integrated meteorological data analysis (ECMWF) and computational fluid dynamics (CFD) simulations. The results indicate that the traditional climate-adaptive archetype facilitates wind speeds exceeding 0.5 m/s in over 80% of outdoor areas, achieving unobstructed airflow and a discernible stack ventilation effect. Through archetype translation, the visitor center design incorporates open alleyway systems and water-evaporative cooling strategies, demonstrating that over 80% of outdoor areas attain wind speeds of 0.5 m/s during summer, thereby achieving enhanced ventilation performance. The research provides a climate-response-archetype translation-performance validation framework and practical case studies for climate-adaptive design of public buildings in hot–humid regions. Full article
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30 pages, 78202 KB  
Article
Climate-Adaptive Architecture: Analysis of the Wei Family Compound’s Thermal–Ventilation Environment in Ganzhou, China
by Xiaolong Tao, Xin Liang and Wenjia Liu
Buildings 2025, 15(15), 2673; https://doi.org/10.3390/buildings15152673 - 29 Jul 2025
Viewed by 1028
Abstract
Sustainable building design is significantly impacted by the local climate response knowledge ingrained in traditional architecture. However, its integration and dissemination with contemporary green technologies are limited by the absence of a comprehensive quantitative analysis of the regulation of its humid and temperature [...] Read more.
Sustainable building design is significantly impacted by the local climate response knowledge ingrained in traditional architecture. However, its integration and dissemination with contemporary green technologies are limited by the absence of a comprehensive quantitative analysis of the regulation of its humid and temperature environment. The Ganzhou Wei family compound from China’s wind–heat environmental regulation systems are examined in this study. We statistically evaluate the synergy between spatial morphology, material qualities, and microclimate using field data with Thsware and Ecotect software in a multiscale simulation framework. The findings indicate that the compound’s special design greatly controls the thermal and wind conditions. Cold alleyways and courtyards work together to maximize thermal environment regulation and encourage natural ventilation. According to quantitative studies, courtyards with particular depths (1–4 m) and height-to-width ratios (e.g., 1:1) reduce wind speed loss. A cool alley (5:1 height–width ratio) creates a dynamic wind–speed–temperature–humidity balance by lowering summer daytime temperatures by 2.5 °C. It also serves as a “cold source area” that moderates temperatures in the surrounding area by up to 2.1 °C. This study suggests a quantitative correlation model based on “spatial morphology–material performance–microclimate response,” which offers a technical route for historic building conservation renovation and green renewal, as well as a scientific foundation for traditional buildings to maintain thermal comfort under low energy consumption. Although based on a specific geographical case, the innovative analytical methods and strategies of this study are of great theoretical and practical significance for promoting the modernization and transformation of traditional architecture, low-carbon city construction, and sustainable building design. Full article
(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
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30 pages, 18356 KB  
Article
Measurement and Simulation Optimization of the Light Environment of Traditional Residential Houses in the Patio Style: A Case Study of the Architectural Culture of Shanggantang Village, Xiangnan, China
by Jinlin Jiang, Chengjun Tang, Yinghao Wang and Lishuang Liang
Buildings 2025, 15(11), 1786; https://doi.org/10.3390/buildings15111786 - 23 May 2025
Viewed by 577
Abstract
In southern Hunan province, a vital element of China’s architectural cultural legacy, the quality of the indoor lighting environment influences physical performance and the transmission of spatial culture. The province encounters minor environmental disparities and diminishing liveability attributed to evolving construction practices and [...] Read more.
In southern Hunan province, a vital element of China’s architectural cultural legacy, the quality of the indoor lighting environment influences physical performance and the transmission of spatial culture. The province encounters minor environmental disparities and diminishing liveability attributed to evolving construction practices and cultural standards. The three varieties of traditional residences in Shanggantang Village are employed to assess the daylight factor (DF), illumination uniformity (U0), daylight autonomy (DA), and useful daylight illumination (UDI). We subsequently integrate field measurements with static and dynamic numerical simulations to create a multi-dimensional analytical framework termed “measured-static-dynamic”. This method enables the examination of the influence of floor plan layout on light, as well as the relationship between window size, building configuration, and natural illumination. The lighting factor (DF) of the core area of the central patio-type residence reaches 27.7% and the illumination uniformity (U0) is 0.62, but the DF of the transition area plummets to 1.6%; the composite patio type enhances the DF of the transition area to 1.2% through the alleyway-assisted lighting, which is a 24-fold improvement over the offset patio type. Parameter optimization showed that the percentage of all-natural daylighting time (DA) in the edge zone of the central patio type increased from 21.4% to 58.3% when the window height was adjusted to 90%. The results of the study provide a quantitative basis for the optimization of the light environment and low-carbon renewal of traditional residential buildings. Full article
(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
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16 pages, 1143 KB  
Article
AlleyFloodNet: A Ground-Level Image Dataset for Rapid Flood Detection in Economically and Flood-Vulnerable Areas
by Ook Lee and Hanseon Joo
Electronics 2025, 14(10), 2082; https://doi.org/10.3390/electronics14102082 - 21 May 2025
Viewed by 2253
Abstract
Urban flooding in economically and environmentally vulnerable areas—such as alleyways, lowlands, and semi-basement residences—poses serious threats. Previous studies on flood detection have largely relied on aerial or satellite-based imagery. While some studies used ground-level images, datasets capturing localized flooding in economically vulnerable urban [...] Read more.
Urban flooding in economically and environmentally vulnerable areas—such as alleyways, lowlands, and semi-basement residences—poses serious threats. Previous studies on flood detection have largely relied on aerial or satellite-based imagery. While some studies used ground-level images, datasets capturing localized flooding in economically vulnerable urban areas remain limited. To address this, we constructed AlleyFloodNet, a dataset designed for rapid flood detection in flood-vulnerable urban areas, with ground-level images collected from diverse regions worldwide. In particular, this dataset includes data from flood-vulnerable urban areas under diverse realistic conditions, such as varying water levels, colors, and lighting. By fine-tuning several deep learning models on AlleyFloodNet, the ConvNeXt-Large model achieved excellent performance, with an accuracy of 96.56%, precision of 95.45%, recall of 97.67%, and an F1 score of 96.55%. Comparative experiments with existing ground-level image datasets confirmed that datasets specifically designed for economically and flood-vulnerable urban areas, like AlleyFloodNet, are more effective for detecting floods in these regions. By successfully fine-tuning deep learning models, AlleyFloodNet not only addresses the limitations of existing flood monitoring datasets but also provides foundational resources for developing practical, real-time flood detection and alert systems for urban populations vulnerable to flooding. Full article
(This article belongs to the Special Issue Advanced Edge Intelligence in Smart Environments)
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2 pages, 176 KB  
Correction
Correction: Lee, J.; Kang, Y. A Dynamic Algorithm for Measuring Pedestrian Congestion and Safety in Urban Alleyways. ISPRS Int. J. Geo-Inf. 2024, 13, 434
by Jiyoon Lee and Youngok Kang
ISPRS Int. J. Geo-Inf. 2025, 14(2), 77; https://doi.org/10.3390/ijgi14020077 - 11 Feb 2025
Viewed by 524
Abstract
We would like to address and correct errors found in the original publication of our article [...] Full article
30 pages, 6888 KB  
Article
Continuity Amid Commercial Buildings in Yeonnam-dong, Seoul
by Jae-Young Lee
Buildings 2025, 15(2), 276; https://doi.org/10.3390/buildings15020276 - 18 Jan 2025
Cited by 1 | Viewed by 3457
Abstract
This study tracks changes in commercial buildings in Yeonnam-dong that have undergone commercial transformation, examining these shifts within the context of urban organization and their relationships with economic and socio-cultural flows. It also analyzes the architectural elements that reflect the placeness characteristics of [...] Read more.
This study tracks changes in commercial buildings in Yeonnam-dong that have undergone commercial transformation, examining these shifts within the context of urban organization and their relationships with economic and socio-cultural flows. It also analyzes the architectural elements that reflect the placeness characteristics of an area. On-site surveys were conducted to assess the continuity and discontinuity in the characteristics of 62 renovated and 40 newly constructed buildings. Additionally, shifts in social perceptions regarding physical changes were explored through an analysis of commercial districts and interviews with visitors, store owners, and architects. Yeonnam-dong has a distinct physical environment, as well as economic, social, and cultural characteristics that distinguish it from mainstream areas, such as large apartment complexes and typical commercial zones. The area, with its winding alleyways from the pre-modern period and low-rise housing—marginalized from large-scale development—evoked nostalgia and created a distinctive sense of authenticity or placeness, which was further enhanced by the presence of exotic restaurants, cafés, ateliers, and creative activities of early gentrifiers. However, rapid commercialization has led to the displacement of these early gentrifiers, an influx of new investments and construction, and shifts in commercial flows. Consequently, the area’s authenticity has become diluted, and visitors’ perceptions of it have changed. Despite this, architectural elements observed in renovated buildings are preserved and incorporated into newly constructed ones. Features such as semi-basements, exterior straight stairs, and brick façades continue to reflect the locality. Detached and multi-household homes from the 1960s to the 1990s have evolved into a new hybrid commercial–residential form designed for commercial purposes. This is a response to small plot sizes in Korean residential areas and reflects the current economic and cultural demands of commercial gentrification. The urban and architectural characteristics of this area are not only a unique physical environment but also hold socio-cultural significance as ordinary heritage. Therefore, this study proposes institutional measures to preserve urban and architectural continuity while controlling the ongoing commercialization. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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21 pages, 12171 KB  
Article
Sustainable Urban Regeneration with Wind and Thermal Environment Optimization: Design Roadshow of a Historic Town in China
by Yijie Lin, Menglong Zhang, Chang Yi, Yin Zhang, Jianwu Xiong, Liangbiao Lv, Xiaoke Peng and Jinyu He
Coatings 2024, 14(12), 1593; https://doi.org/10.3390/coatings14121593 - 19 Dec 2024
Cited by 2 | Viewed by 1180
Abstract
With the acceleration of urbanization, many traditional buildings have been dismantled and built indiscriminately, resulting in a uniform urban landscape. The problem of urban microclimate has been aggravated, and the renovation of historic districts, especially including the renewal of microclimate, has become an [...] Read more.
With the acceleration of urbanization, many traditional buildings have been dismantled and built indiscriminately, resulting in a uniform urban landscape. The problem of urban microclimate has been aggravated, and the renovation of historic districts, especially including the renewal of microclimate, has become an important component of sustainable urban renewal. The old commercial street in Huili Ancient City is used as an example in this paper. Through literature research, we note that previous studies have mainly examined the renewal of historic districts from the perspective of the old city environment, while most of the traditional neighborhood renewal designs have neglected the wind and heat environments. Combining the limitations of previous studies and field research, we summarized the current problems of the neighborhood and developed specific renovation strategies for the identified problems in terms of historical and cultural heritage, the relationship between the old and the new, and the layout of green building technologies. In addition, the green building strategy was used to optimize the microclimate environment of the neighborhood, and the wind and heat environment simulation was conducted to evaluate the modeling of the renovated neighborhood. The results show that the outdoor wind environment is better in winter than in summer, and the natural ventilation environment of the neighborhood could be optimized by optimizing the building layout to form an alleyway wind. The indoor wind–heat environment simulation was carried out with the Green Pottery Experience Hall as an example, and the indoor and outdoor air circulation and ventilation were good, and the comfort of the human thermal environment was high. This paper explores the updating strategy of the historic district in the transition zone between old and new and the wind–heat environment simulation and evaluation of green building renovation, which provides a new perspective for the related renovation research and the optimization strategy of the microclimate environment in the district. Full article
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21 pages, 8323 KB  
Article
A Dynamic Algorithm for Measuring Pedestrian Congestion and Safety in Urban Alleyways
by Jiyoon Lee and Youngok Kang
ISPRS Int. J. Geo-Inf. 2024, 13(12), 434; https://doi.org/10.3390/ijgi13120434 - 2 Dec 2024
Cited by 2 | Viewed by 1990 | Correction
Abstract
This study presents an algorithm for measuring Pedestrian Congestion and Safety on alleyways, wherein pedestrians and vehicles share limited space, making traditional pedestrian density metrics inadequate. The primary objective is to provide a more accurate assessment of congestion and safety in these shared [...] Read more.
This study presents an algorithm for measuring Pedestrian Congestion and Safety on alleyways, wherein pedestrians and vehicles share limited space, making traditional pedestrian density metrics inadequate. The primary objective is to provide a more accurate assessment of congestion and safety in these shared spaces by incorporating both pedestrian and vehicle interactions, unlike traditional methods that focus solely on pedestrians, regardless of road type. Pedestrian Congestion was calculated using Time to Collision (TTC)-based safety occupation areas, while Pedestrian Safety was assessed by accounting for both physical and psychological safety through proxemics, which measures personal space violations. The algorithm dynamically adapts to changing vehicle and pedestrian movements, providing a more accurate assessment of congestion compared to existing methods. Statistical validation through t-tests and K-S (Kolmogorov–Smirnov) tests confirmed significant differences between the proposed method and traditional pedestrian density metrics, while Bland–Altman analysis demonstrated agreement between the two methods. The experimental results reveal that Pedestrian Congestion and Safety varied with time and location, capturing the spatio-temporal characteristics of alleyways. Visual comparisons of Pedestrian Congestion, Safety, and Density further validated that the proposed algorithm provides a more accurate reflection of real-world conditions compared to traditional pedestrian density metrics. These findings highlight the algorithm’s ability to measure real-time changes in congestion and safety, incorporate psychological discomfort into safety calculations, and offer a comprehensive analysis by considering both pedestrian and vehicle interactions. Full article
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20 pages, 308 KB  
Article
A Situational Analysis of Attitudes toward Stray Cats and Preferences and Priorities for Their Management
by Jacquie Rand, Rebekah Scotney, Ann Enright, Andrea Hayward, Pauleen Bennett and John Morton
Animals 2024, 14(20), 2953; https://doi.org/10.3390/ani14202953 - 14 Oct 2024
Cited by 5 | Viewed by 4390
Abstract
Current cat management approaches are outdated and ineffective, failing to reduce stray cat numbers or related complaints and negatively impacting the job satisfaction and mental health of veterinary, shelter, and municipal staff. We undertook a situational analysis prior to implementing a Community Cat [...] Read more.
Current cat management approaches are outdated and ineffective, failing to reduce stray cat numbers or related complaints and negatively impacting the job satisfaction and mental health of veterinary, shelter, and municipal staff. We undertook a situational analysis prior to implementing a Community Cat Program based on free sterilization of owned, semi-owned, and unowned cats in the city of Ipswich, Queensland, Australia. The study involved 343 residents in three suburbs in Ipswich, Queensland, Australia with high per capita intake of cats into the receiving shelter and municipal pound. We investigated the prevalence and impacts of free-roaming cats in urban areas, focusing on sightings, associated issues, and community preferences for cat management. Stray cats were observed by many respondents (71%), primarily at private residences (52%) and in alleyways or streets (22%), which caused serious or moderately serious problems for 38% of those who saw stray or wandering cats. Key concerns included the killing of native birds (38%) and animals (35%), noise (33%), and soiling (32%). Actions taken by respondents who saw stray or wandering cats included chasing them away or using deterrents (25%), capturing the cat for removal or calling council (18%) and preventing home entry (14%). Respondents’ priorities for the local government management of cats included preventing kittens from being born (94% of respondents) and stopping cats from preying on native animals (91%); reducing disease spread to pets (89%), wildlife (89%), and humans (87%); decreasing stray cat numbers (75%); and preventing cat fights (70%). Respondents favored sterilization (65%) over euthanasia (35%), aligning with the results of previous research. Cat ownership and feeding unowned cats were predictors of management preferences. Only 29% of respondents were satisfied with the current local council management of the problem. Information on the benefits of management by sterilization could further enhance community support. Full article
(This article belongs to the Section Human-Animal Interactions, Animal Behaviour and Emotion)
23 pages, 30596 KB  
Article
Towards Sustainable Development of the Old City: Design Practice of Alleyway Integration in Old City Area Based on Heritage Corridor Theory
by Keyi Zhang and Jia Liu
Sustainability 2024, 16(18), 8158; https://doi.org/10.3390/su16188158 - 19 Sep 2024
Cited by 6 | Viewed by 3759
Abstract
Urbanization has increasingly led to the overlapping of old and new spaces in historic city areas, creating challenges in preserving valuable urban heritage. To meet the requirements of the effective protection, utilization, and sustainable development of these historical spaces, this study introduces a [...] Read more.
Urbanization has increasingly led to the overlapping of old and new spaces in historic city areas, creating challenges in preserving valuable urban heritage. To meet the requirements of the effective protection, utilization, and sustainable development of these historical spaces, this study introduces a comprehensive framework grounded in the theory of heritage corridors. The proposed framework subdivides and connects fragmented historical spatial resources through the “point–line–plane” dimensions, fostering sustainability across the environmental, ecological, and cultural domains. To validate the effectiveness of the framework, we apply it to the historic city center of Wuxi. This case study demonstrates that integrating spatial resources within the old city enhances the overall quality of urban living spaces in the historic district. The findings suggest that the heritage corridor framework is a feasible and systematic approach for the sustainable renewal of historic urban areas. Furthermore, this study offers valuable insights for advancing Sustainable Development Goal 11 (SDG 11), particularly in promoting inclusive, safe, resilient, and sustainable cities. Full article
(This article belongs to the Section Sustainable Urban and Rural Development)
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6 pages, 146 KB  
Essay
A Narrowing Place: Responsive Spirituality
by Christopher P. Turner
Religions 2024, 15(8), 1008; https://doi.org/10.3390/rel15081008 - 18 Aug 2024
Viewed by 1297
Abstract
Among the many distinct experiences of cancer is the experience of the parent who watches their child become pale and drained of energy in the weeks preceding diagnosis. The journey from there to the oncology ward is one that can be adequately described [...] Read more.
Among the many distinct experiences of cancer is the experience of the parent who watches their child become pale and drained of energy in the weeks preceding diagnosis. The journey from there to the oncology ward is one that can be adequately described as increasingly claustrophobic. It is all one-way traffic from flourishing life to the abyss. Perhaps being a parent makes one even more prone to the universal human tendency to find fault with oneself where there is only the blind force of nature at work. Whatever dark alleyway that self-destructive sentiment emerges from to ambush the optimist, it is certainly an effective hiding place from which to cause them to stumble. The child slips inexorably out of the parent’s grasp. The notion of parental protection is no haven. Yet the blindness of nature unwittingly tips the scales. In the narrowest of narrow places, the human organism responds with homeostatic resilience. Whether death is near or far in this place is unknown. In the moment of constriction, however, the child and its parent respond with that most irreducible of passions, the will to live. The human spirit emerges. Full article
(This article belongs to the Special Issue Cancer and Theology: Personal and Pastoral Perspectives)
27 pages, 35405 KB  
Article
A Study on Tourist Satisfaction Based on the Conservation and Reuse of Alleyway Spaces in Urban Historic Neighborhoods
by Yimin Song, Chenqi Han and Yang Zhao
Buildings 2024, 14(5), 1324; https://doi.org/10.3390/buildings14051324 - 8 May 2024
Cited by 11 | Viewed by 2759
Abstract
The preservation and reuse of historical alley spaces infuse these areas with renewed vitality, which holds significant importance for the direction of preservation and restoration efforts in historical districts. This paper focuses on Jinyu Alley in Quanzhou and identifies a study targeting tourists [...] Read more.
The preservation and reuse of historical alley spaces infuse these areas with renewed vitality, which holds significant importance for the direction of preservation and restoration efforts in historical districts. This paper focuses on Jinyu Alley in Quanzhou and identifies a study targeting tourists for the protection and reuse of historical alley spaces. Through preliminary research and interviews, a system of evaluation indicators for urban historical alley spaces post-usage was established using a factor analysis, extracting five main components: historical context, neighborhood space, commercial environment, supporting facilities, and operational management. Additionally, a modified importance–performance analysis (IPA) method was employed to conduct a quadrant analysis on tourist satisfaction evaluation indicators. Transformation quadrant distribution maps of various evaluation indicators reveal dissatisfaction among tourists with certain aspects of supporting facilities, the commercial environment, and neighborhood space. Relevant departments should prioritize improvements in dining quality, business variety, neighborhood traffic connections and transformations, neighborhood space form and scale, landscape greening, environmental elements, parking availability, and trash bin density for future enhancements. Finally, based on the results of tourist satisfaction surveys and information gathered from interviews with a minority of residents, a more inclusive and sustainable strategy for the protection and reuse of historical alley spaces is formulated. Full article
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25 pages, 10231 KB  
Article
Comprehensive Evaluation of Multispectral Image Registration Strategies in Heterogenous Agriculture Environment
by Shubham Rana, Salvatore Gerbino, Mariano Crimaldi, Valerio Cirillo, Petronia Carillo, Fabrizio Sarghini and Albino Maggio
J. Imaging 2024, 10(3), 61; https://doi.org/10.3390/jimaging10030061 - 29 Feb 2024
Cited by 8 | Viewed by 3133
Abstract
This article is focused on the comprehensive evaluation of alleyways to scale-invariant feature transform (SIFT) and random sample consensus (RANSAC) based multispectral (MS) image registration. In this paper, the idea is to extensively evaluate three such SIFT- and RANSAC-based registration approaches over a [...] Read more.
This article is focused on the comprehensive evaluation of alleyways to scale-invariant feature transform (SIFT) and random sample consensus (RANSAC) based multispectral (MS) image registration. In this paper, the idea is to extensively evaluate three such SIFT- and RANSAC-based registration approaches over a heterogenous mix containing Triticum aestivum crop and Raphanus raphanistrum weed. The first method is based on the application of a homography matrix, derived during the registration of MS images on spatial coordinates of individual annotations to achieve spatial realignment. The second method is based on the registration of binary masks derived from the ground truth of individual spectral channels. The third method is based on the registration of only the masked pixels of interest across the respective spectral channels. It was found that the MS image registration technique based on the registration of binary masks derived from the manually segmented images exhibited the highest accuracy, followed by the technique involving registration of masked pixels, and lastly, registration based on the spatial realignment of annotations. Among automatically segmented images, the technique based on the registration of automatically predicted mask instances exhibited higher accuracy than the technique based on the registration of masked pixels. In the ground truth images, the annotations performed through the near-infrared channel were found to have a higher accuracy, followed by green, blue, and red spectral channels. Among the automatically segmented images, the accuracy of the blue channel was observed to exhibit a higher accuracy, followed by the green, near-infrared, and red channels. At the individual instance level, the registration based on binary masks depicted the highest accuracy in the green channel, followed by the method based on the registration of masked pixels in the red channel, and lastly, the method based on the spatial realignment of annotations in the green channel. The instance detection of wild radish with YOLOv8l-seg was observed at a mAP@0.5 of 92.11% and a segmentation accuracy of 98% towards segmenting its binary mask instances. Full article
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10 pages, 575 KB  
Article
Performance of Sweet Cherry Cultivars and Advanced Selections on Gisela 5 Rootstock in Young Orchards
by Juozas Lanauskas, Darius Kviklys, Nobertas Uselis and Vidmantas Stanys
Plants 2023, 12(3), 614; https://doi.org/10.3390/plants12030614 - 30 Jan 2023
Cited by 9 | Viewed by 4014
Abstract
Six sweet cherry cultivars and two advanced selections of Gisela 5 rootstock were tested in 2015–2021 at the Institute of Horticulture, Lithuanian Research Centre for Agriculture and Forestry. Fruit trees were planted at distances of 4.5 × 2.5 m and trained as spindles. [...] Read more.
Six sweet cherry cultivars and two advanced selections of Gisela 5 rootstock were tested in 2015–2021 at the Institute of Horticulture, Lithuanian Research Centre for Agriculture and Forestry. Fruit trees were planted at distances of 4.5 × 2.5 m and trained as spindles. Orchard floor management included frequently mown grass in alleyways with herbicide strips along tree rows. Cultivars ‘Mindaugė’ and ‘Irema BS’ were the most vigorous at the end of the seventh leaf. Their trunk diameter achieved 11.6 cm. The ‘Merchant’ cultivar had the smallest trunk diameter—9.3 cm. The average yield in 2018–2021 ranged from 2.75 t/ha for ‘Vega’ to 8.73 t/ha for ‘Regina’. Cultivars ‘Regina’, ‘Sunburst’, ‘Irema BS’ and ‘Merchant’ had the highest cumulative yield efficiency of 0.440–0.503 kg/cm2 with respect to the trunk cross-section area (TCSA). The least productive cultivar ‘Vega’ produced fruits of the highest average weight—9.9 g. Fruits of ‘Regina’ and ‘Sunburst’ were large as well—8.8–9.1 g. ‘Irema BS’ fruits had the highest soluble solids content (SSC)—20.2%. The lowest SSC was recorded in ‘Merchant’ and ‘Sunburst’ fruits—14.7–15.8%. The yield of advanced selection, No. 102, equaled to the yield of cv. ‘Regina’. No. 102 had a high fruit weight, and fruits were distinguished by attractiveness and taste. Full article
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