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24 pages, 3167 KiB  
Article
Effects of Vegetation Heterogeneity on Butterfly Diversity in Urban Parks: Applying the Patch–Matrix Framework at Fine Scales
by Dan Han, Cheng Wang, Junying She, Zhenkai Sun and Luqin Yin
Sustainability 2025, 17(14), 6289; https://doi.org/10.3390/su17146289 - 9 Jul 2025
Viewed by 283
Abstract
(1) Background: Urban parks play a critical role in conserving biodiversity within city landscapes, yet the effects of fine-scale microhabitat heterogeneity remain poorly understood. This study examines how land cover and vegetation unit type within parks influence butterfly diversity. (2) Methods: From July [...] Read more.
(1) Background: Urban parks play a critical role in conserving biodiversity within city landscapes, yet the effects of fine-scale microhabitat heterogeneity remain poorly understood. This study examines how land cover and vegetation unit type within parks influence butterfly diversity. (2) Methods: From July to September 2019 and June to September 2020, adult butterflies were surveyed in 27 urban parks across Beijing. We classified vegetation into units based on vertical structure and management intensity, and then applied the patch–matrix framework and landscape metrics to quantify fine-scale heterogeneity in vegetation unit composition and configuration. Generalized linear models (GLM), generalized additive models (GAM), and random forest (RF) models were applied to identify factors influencing butterfly richness (Chao1 index) and abundance. (3) Results: In total, 10,462 individuals representing 37 species, 28 genera, and five families were recorded. Model results revealed that the proportion of park area covered by spontaneous herbaceous areas (SHA), wooded spontaneous meadows (WSM), and the Shannon diversity index (SHDI) of vegetation units were positively associated with butterfly species richness. In contrast, butterfly abundance was primarily influenced by the proportion of park area covered by cultivated meadows (CM) and overall green-space coverage. (4) Conclusions: Fine-scale vegetation patch composition within urban parks significantly influences butterfly diversity. Our findings support applying the patch–matrix framework at intra-park scales and suggest that integrating spontaneous herbaceous zones—especially wooded spontaneous meadows—with managed flower-rich meadows will enhance butterfly diversity in urban parks. Full article
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32 pages, 5542 KiB  
Article
Biodegradable Meets Functional: Dual-Nozzle Printing of Eco-Conscious Parklets with Wood-Filled PLA
by Tomasz Jaróg, Mateusz Góra, Michał Góra, Marcin Maroszek, Krzysztof Hodor, Katarzyna Hodor, Marek Hebda and Magdalena Szechyńska-Hebda
Materials 2025, 18(13), 2951; https://doi.org/10.3390/ma18132951 - 22 Jun 2025
Viewed by 585
Abstract
In the face of accelerating urbanization and the growing demand for environmentally responsible materials and designs, this study presents the development and implementation of a modular parklet demonstrator fabricated using dual-material 3D printing. The structure integrates polylactic acid (PLA) and wood-filled PLA (wood/PLA), [...] Read more.
In the face of accelerating urbanization and the growing demand for environmentally responsible materials and designs, this study presents the development and implementation of a modular parklet demonstrator fabricated using dual-material 3D printing. The structure integrates polylactic acid (PLA) and wood-filled PLA (wood/PLA), combining the mechanical robustness of pure PLA in the core with the tactile and aesthetic appeal of wood-based biocomposite on the surface. The newly developed dual-nozzle 3D printing approach enabled precise spatial control over material distribution, optimizing both structural integrity and sustainability. A comprehensive evaluation was conducted for developed filaments and printed materials, including optical microscopy, coupled thermogravimetry analysis and Fourier Transform Infrared Spectroscopy (TG/FTIR), differential scanning calorimetry (DSC), and chemical and mechanical resistance testing. Results revealed distinct thermal behaviors and degradation pathways between filaments and printed parts composed of PLA and PLA/wood. The biocomposite exhibited slightly increased sensitivity to aggressive chemical environments and mechanical wear, dual-material prints maintained high thermal stability and interlayer adhesion. The 3D-printed demonstrator bench and stools were successfully deployed in public spaces as a functional urban intervention. This work demonstrates the feasibility and advantages of using biocomposite materials and dual-head 3D printing for the rapid, local, and sustainable fabrication of small-scale urban infrastructure. Full article
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28 pages, 5198 KiB  
Article
Identifying Urban Wood Construction Trends, Global Tall Timber Building Development, and the Role of Wood Promotion Policies
by Felipe Victorero and Waldo Bustamante
Buildings 2025, 15(9), 1502; https://doi.org/10.3390/buildings15091502 - 29 Apr 2025
Viewed by 687
Abstract
This work studies the presence and evolution of wood construction in urban environments, using Santiago province in Chile as a relevant comparative case. The first part of the study analyzes the spatial and temporal distribution of wood-based structures in Santiago, showing that although [...] Read more.
This work studies the presence and evolution of wood construction in urban environments, using Santiago province in Chile as a relevant comparative case. The first part of the study analyzes the spatial and temporal distribution of wood-based structures in Santiago, showing that although wood has historically been used in low-rise housing, its presence has declined significantly due to increasing urban densification and the widespread adoption of materials like concrete for taller buildings. Currently, only 5.4% of Santiago’s buildings use wood structures, with their presence notably decreasing in the high-density municipalities of the city. Recent construction trends in Santiago show that the average building height is 12 stories, with timber buildings not exceeding 6 stories, despite the absence of specific restrictions in the building code for tall timber structures. The second part of this study contrasts these trends with the global development of tall timber buildings (six stories or more), which total approximately 300 worldwide as of 2024. The leading cities include Paris (with over 35 buildings) and London (over 17), followed by Zürich, Vancouver, and Portland. This study highlights the pivotal role of wood promotion policies in enabling this global expansion. Finally, a five-phase classification is proposed to evaluate the evolution of tall timber construction in a given city, emphasizing the role of public policy in enabling large-scale adoption, especially for cities such as Santiago. Full article
(This article belongs to the Special Issue Research on Timber and Timber–Concrete Buildings)
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38 pages, 18563 KiB  
Article
Restoration Design of the Former Residences of Historical Dignitaries in Townships: Insights from Wu’s Juren Mansion in Fujian Province, China
by Lei Zhang, Yile Chen, Jiaying Fang and Liang Zheng
Buildings 2025, 15(8), 1303; https://doi.org/10.3390/buildings15081303 - 15 Apr 2025
Viewed by 716
Abstract
In the context of globalization and cultural diversity, the former residences of historical dignitaries in townships hold profound historical and cultural value, making them an important part of cultural heritage. However, as urbanization accelerates, these former residences encounter numerous challenges, necessitating a heightened [...] Read more.
In the context of globalization and cultural diversity, the former residences of historical dignitaries in townships hold profound historical and cultural value, making them an important part of cultural heritage. However, as urbanization accelerates, these former residences encounter numerous challenges, necessitating a heightened focus on their protection and restoration. In this study, we utilized Wu’s Juren Mansion in Fujian as a focal point to delve deeply into the restoration design of the former residences of historical dignitaries in townships. This study covers the basic information, historical evolution, and surrounding environment of the building and investigated its damage in detail—including damage to the gatehouse, corridor, main building, roll roof, and walls—classified and counted the defect locations, and deeply analyzed the causes of damage. Based on relevant laws and regulations, we determined the nature, design principles, and foundation of the restoration project. We then formulated specific restoration measures, such as repairing and maintaining roofs, wooden structures, and walls, as well as measures for wood selection, adhesive use, and termite control. The restoration strategies and design schemes proposed in this study can effectively eliminate safety hazards, preserve the original style of the building to the greatest extent, and maintain historical and cultural value. At the same time, this research provides a reference example for the protection and development of former residences of historical dignitaries in townships and promotes the sustainable development of rural cultural heritage. Full article
(This article belongs to the Special Issue Built Heritage Conservation in the Twenty-First Century: 2nd Edition)
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13 pages, 2139 KiB  
Article
Explorations into Accessible Wood Identification in Paraguay: Wood Anatomy of Plinia rivularis and Plinia peruviana
by Andrew G. Cervantes and Seri C. Robinson
Forests 2025, 16(3), 406; https://doi.org/10.3390/f16030406 - 24 Feb 2025
Cited by 1 | Viewed by 595
Abstract
South American wood and wood-based products play major roles in the global forest sector. Most research related to Paraguayan wood is focused on forest restoration, urban arborization, silviculture, and botanical taxonomy. Often overlooked but of major importance is the cellular structure of the [...] Read more.
South American wood and wood-based products play major roles in the global forest sector. Most research related to Paraguayan wood is focused on forest restoration, urban arborization, silviculture, and botanical taxonomy. Often overlooked but of major importance is the cellular structure of the trees that comprise remaining forests in Paraguay. Wood greatly contributes to forest value, yet wood anatomy studies remain novel in the country. To further document Paraguayan wood anatomy, two downed species of multipurpose Myrtaceae trees were sampled from a subtropical semi-deciduous forest in Areguá, Central Paraguay. In this article, heartwood xylem anatomy was observed and documented using low-cost methodology to support the regional realities of the emerging field in rural communities, especially local Paraguayan peoples. This included specific gravity, density, and basic light microscopic features. Sample material was processed near the pith at breast height to display cellular features in the transverse, radial, and tangential planes. Four features were measured with light microscopy and ImageJ: tangential vessel element diameter, vessel element length, ray seriation, and ray height. Results showed structural similarity between species, with diffuse porosity, solitary pores, simple perforation plates, alternate intervessel pits, and apotracheal diffuse parenchyma in aggregates. These results represent the first sampling of Myrtaceae from Paraguay in a methodology that can be easily replicated by the native population, thereby enabling further wood anatomy studies in the region. Full article
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18 pages, 3023 KiB  
Article
Fingerprinting Chinese Sweetgum (Liquidambar formosana Hance) Accessions and Constructing a Core Collection Using Newly Developed SSR Markers
by Mingliang Dong, Niu Yu, Rongsheng Li, Dong He, Zaixiang Yuan, Jinchang Yang and Yong Chen
Forests 2025, 16(2), 281; https://doi.org/10.3390/f16020281 - 6 Feb 2025
Viewed by 844
Abstract
Liquidambar formosana, endemic to China, is a multifunctional tree species valued for its wood production, urban landscaping, and medicinal applications. Here, 111 superior L. formosana accessions were genotyped using 24 novel expressed sequence tag-simple sequence repeat (EST-SSR) markers to assess genetic diversity [...] Read more.
Liquidambar formosana, endemic to China, is a multifunctional tree species valued for its wood production, urban landscaping, and medicinal applications. Here, 111 superior L. formosana accessions were genotyped using 24 novel expressed sequence tag-simple sequence repeat (EST-SSR) markers to assess genetic diversity and structure, establish DNA fingerprints, and construct a core collection. A high degree of genetic diversity was detected in the tested accessions, with mean values for the number of observed alleles (Na), polymorphism information content (PIC), and Shannon’s information index (I) recorded at 8.458, 0.579, and 1.336 per locus, respectively. Cluster analysis, principal coordinate analysis (PCoA), and population structure analysis collectively categorized these accessions into two major groups. Specifically, those from the SangZ provenance formed a distinct group, whereas accessions from other provenances exhibiting extensive gene exchange were assigned to the second group. The combined values of the probability of identity (PI) and the probability of identity among siblings (PIsibs) across 24 SSR loci were 1.475 × 10−19 and 2.561 × 10−8, respectively, indicating a strong ability for fingerprint identification. Unique fingerprints for the 111 accessions were established using four selected core markers. A final core collection consisting of 34 accessions was constructed using the allele maximization (M) strategy, accounting for 30.63% of the analyzed accessions. No significant differences in genetic diversity indicators, allele frequency distributions, and accession dispersion patterns were observed between the core and original collections, suggesting that the core collection could effectively represent the entire collection. This work will promote the identification, management, and conservation of L. formosana germplasm resources while providing valuable materials for the subsequent selection and breeding of this tree species. Full article
(This article belongs to the Section Genetics and Molecular Biology)
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23 pages, 5031 KiB  
Article
Timber Biogenic Carbon Stock in the Urban Environment: Santiago City as a Second Forest
by Felipe Victorero and Waldo Bustamante
Sustainability 2025, 17(2), 529; https://doi.org/10.3390/su17020529 - 11 Jan 2025
Cited by 3 | Viewed by 1078
Abstract
Urban environments significantly contribute to carbon emissions, both through operational processes and the embodied emissions of construction materials, thus exacerbating climate change. Nevertheless, urban timber structures offer a viable alternative by acting as carbon sinks, capable of sequestering carbon for decades or even [...] Read more.
Urban environments significantly contribute to carbon emissions, both through operational processes and the embodied emissions of construction materials, thus exacerbating climate change. Nevertheless, urban timber structures offer a viable alternative by acting as carbon sinks, capable of sequestering carbon for decades or even centuries. This study develops and applies a methodology to quantify the biogenic carbon stored in Santiago City’s timber-based buildings, conceptualized as a “Second Forest” that transfers and preserves the carbon capture capacity of trees in the built environment. The analysis estimates that Santiago’s urban timber constructions have expanded their wood-built surface area by 192,831 m2 over the past eight years, reflecting the growing adoption of timber in urban construction. During the same period, biogenic carbon storage increased from 199.78 kt to 202.73 kt, equivalent to 10.84 kt of CO2 under average conditions. These findings highlight the potential of urban planning strategies, such as promoting taller timber buildings and adopting circular timber practices, to enhance carbon sequestration and reduce reliance on carbon-intensive materials. This research highlights the fundamental role that timber buildings play in urban climate change mitigation, positioning them as active contributors to global carbon management efforts. Full article
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26 pages, 16996 KiB  
Article
Spatial Differentiation in Urban Thermal Environment Pattern from the Perspective of the Local Climate Zoning System: A Case Study of Zhengzhou City, China
by Jinghu Pan, Bo Yu and Yuntian Zhi
Atmosphere 2025, 16(1), 40; https://doi.org/10.3390/atmos16010040 - 2 Jan 2025
Cited by 1 | Viewed by 1175
Abstract
In order to assess the spatial and temporal characteristics of the urban thermal environment in Zhengzhou City to supplement climate adaptation design work, based on the Landsat 8–9 OLI/TIRS C2 L2 data for 12 periods from 2019–2023, combined with the lLocal climate zone [...] Read more.
In order to assess the spatial and temporal characteristics of the urban thermal environment in Zhengzhou City to supplement climate adaptation design work, based on the Landsat 8–9 OLI/TIRS C2 L2 data for 12 periods from 2019–2023, combined with the lLocal climate zone (LCZ) classification of the urban subsurface classification, in this study, we used the statistical mono-window (SMW) algorithm to invert the land surface temperature (LST) and to classify the urban heat island (UHI) effect, to analyze the differences in the spatial distribution of thermal environments in urban areas and the aggregation characteristics, and to explore the influence of LCZ landscape distribution pattern on surface temperature. The results show that the proportions of built and natural landscape types in Zhengzhou’s main metropolitan area are 79.23% and 21.77%, respectively. The most common types of landscapes are wide mid-rise (LCZ 5) structures and large-ground-floor (LCZ 8) structures, which make up 21.92% and 20.04% of the study area’s total area, respectively. The main urban area’s heat island varies with the seasons, pooling in the urban area during the summer and peaking in the winter, with strong or extremely strong heat islands centered in the suburbs and a distribution of hot and cold spots aggregated with observable features. As building heights increase, the UHI of common built landscapes (LCZ 1–6) increases and then reduces in spring, summer, and autumn and then decreases in winter as building heights increase. Water bodies (LCZ G) and dense woods (LCZ A) have the lowest UHI effects among natural settings. Building size is no longer the primary element affecting LST as buildings become taller; instead, building connectivity and clustering take center stage. Seasonal variations, variations in LCZ types, and variations in the spatial distribution pattern of LCZ are responsible for the spatial differences in the thermal environment in the study area. In summer, urban areas should see an increase in vegetation cover, and in winter, building gaps must be appropriately increased. Full article
(This article belongs to the Section Biometeorology and Bioclimatology)
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13 pages, 73945 KiB  
Article
Route Positioning System for Campus Shuttle Bus Service Using a Single Camera
by Jhonghyun An
Electronics 2024, 13(11), 2004; https://doi.org/10.3390/electronics13112004 - 21 May 2024
Cited by 2 | Viewed by 1385
Abstract
A route positioning system is a technology that identifies the current route when driving from one stop to the next, commonly found in public transportation systems such as shuttle buses that follow fixed routes. This is especially useful for smaller-scale services, such as [...] Read more.
A route positioning system is a technology that identifies the current route when driving from one stop to the next, commonly found in public transportation systems such as shuttle buses that follow fixed routes. This is especially useful for smaller-scale services, such as shuttle buses, where using expensive technology and sensors for location tracking might not be feasible. Particularly in urban areas with tall buildings or mountainous regions with lots of trees, relying solely on GPS can lead to many errors. Therefore, this paper suggests a cost-effective solution that uses just one camera sensor to accurately determine the location of small-scale transportation services on fixed routes. For this, this paper uses a single-stage detection network that quickly identifies objects and tracks them using a simple algorithm. These detected features are compiled into a “codebook” using the bag-of-visual-words technique. During actual trips, this pre-created codebook is compared with landmarks that the camera sees. This comparison helps to determine the route currently being traveled. To test the effectiveness of this approach, this paper used the route of a shuttle bus on the Gachon University campus, which is similar to a downtown area with tall buildings or a wooded mountainous area. The results showed that the shuttle bus’s route was recognized with an accuracy of 0.60. Areas with distinct features were recognized with an accuracy of 0.99, while stops with simple, nondescript structures were recognized with an accuracy of 0.29. Additionally, applying the SORT algorithm to enhance performance slightly improved the accuracy from 0.60 to 0.61. This demonstrates that our proposed method can effectively perform location recognition using only cameras in small shuttle buses. Full article
(This article belongs to the Special Issue Computer Vision Applications for Autonomous Vehicles)
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18 pages, 9026 KiB  
Article
Missing Landscapes: A Geohistory of Parkland Landscapes in Northwestern Morocco
by Aziz Ballouche
Land 2024, 13(5), 649; https://doi.org/10.3390/land13050649 - 10 May 2024
Cited by 1 | Viewed by 2072
Abstract
Northwestern Morocco is characterized by highly anthropized landscapes under the combined effect of agricultural intensification, resource overexploitation, urbanization, and tourism, but also local reforestation. Reconstructing the recent changes in vegetation in the region of the lower valley of the Loukkos river near Larache [...] Read more.
Northwestern Morocco is characterized by highly anthropized landscapes under the combined effect of agricultural intensification, resource overexploitation, urbanization, and tourism, but also local reforestation. Reconstructing the recent changes in vegetation in the region of the lower valley of the Loukkos river near Larache and their relationship to the settlement history are particularly helpful for understanding the processes at work within the landscape construction. The geohistorical approach combines paleoenvironmental, documentary, and historical data. The last few centuries have seen the emergence of wooded stands, in which cork oaks are a structural element. As forests were retreating, parklands intended for agriculture, agroforestry, and herding, like the Spanish dehesa and Portuguese montado, began to emerge. Nearly all of them have disappeared today, but we can identify their legacy and evaluate their cultural significance through comparing them with their counterparts in the Iberian Peninsula, but also in other areas of Morocco. Their deep historical roots give this landscape an evolving heritage character that is directly linked to the communities’ lifestyles, culture, and history. Full article
(This article belongs to the Special Issue Patrimony Assessment and Sustainable Land Resource Management)
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15 pages, 3299 KiB  
Article
How Organic Mulching Influences the Soil Bacterial Community Structure and Function in Urban Forests
by Wei Zhou, Xiangyang Sun, Suyan Li, Bingpeng Qu and Jianbing Zhang
Microorganisms 2024, 12(3), 520; https://doi.org/10.3390/microorganisms12030520 - 5 Mar 2024
Viewed by 1915
Abstract
Urban forest soil is often disturbed by frequent human activity. Organic mulching is effective for improving soil quality; however, the effects of organic mulching on soil bacterial communities in urban forests are still largely unexplored. This study evaluated how organic mulching changed the [...] Read more.
Urban forest soil is often disturbed by frequent human activity. Organic mulching is effective for improving soil quality; however, the effects of organic mulching on soil bacterial communities in urban forests are still largely unexplored. This study evaluated how organic mulching changed the urban forest soil bacterial community through an incubation experiment. Four treatments were applied: (1) no organic mulch (CK); (2) wood chips alone (5 g, Mw); (3) wood compost alone (5 g, Mc); and (4) wood chips + wood compost (This mulch was divided into two layers, i.e., the upper layer of wood chips (2.5 g) and the lower layer wood compost (2.5 g, Mw+c).) We found significant differences in the soil physicochemical properties under organic mulching after incubation. Overall, organic mulching can alter soil bacterial community structure. Soil alkali-hydrolyzable nitrogen, soil organic carbon, soil total nitrogen, and carbon-nitrogen ratio were the main factors affecting soil microbial community structures. Soil bacterial groups under organic mulching treatments mainly acted on the C and N cycling of functional pathways in soil. This study suggests that organic mulching could maintain the development of soil bacteria, which establishes a theoretical foundation for enhancing the microbiological environment of urban forest soils. Full article
(This article belongs to the Special Issue Soil Microbial Communities under Environmental Change)
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23 pages, 5950 KiB  
Article
The Creation of “Sacred Place” through the “Sense of Place” of the Daci’en Wooden Buddhist Temple, Xi’an, China
by Minglan Zou and Azizi Bahauddin
Buildings 2024, 14(2), 481; https://doi.org/10.3390/buildings14020481 - 8 Feb 2024
Cited by 5 | Viewed by 3852
Abstract
After the Industrial Revolution, new technologies and architectural forms gradually replaced China’s wooden construction system, which had lasted for thousands of years. The architectural narrative also turned a new page. As pieces of architectural and cultural heritage and as the residence of “gods”, [...] Read more.
After the Industrial Revolution, new technologies and architectural forms gradually replaced China’s wooden construction system, which had lasted for thousands of years. The architectural narrative also turned a new page. As pieces of architectural and cultural heritage and as the residence of “gods”, wooden Buddhist temples carry the indelible imprints of history and religion and have become a healing place or spiritual home for people living in urban areas. In order to preserve the local cultural context and explore the creation of a spiritual “sacred place”, this study traces the spiritual and cultural value of Xi’an’s wooden Buddhist temple through ethnographic qualitative methods of text analysis, observation and interviews. The case study examines the metaphorical symbolism of the architecture’s “sense of place” and religion in terms of architectural structure and components, and the advantages of creating a “sacred place” are examined based on the characteristics of wooden materials. The results show that the design elements of wooden Buddhist temples connect cultural identity and collective memory, which are inseparable from religion, and because of the material properties of wood, they sublimate the sacred atmosphere of religion. Moreover, identifying the “sense of place” and the atmosphere of sacred spaces through the structure, components, and material characteristics of wooden temple architecture offers a new perspective that focuses on architectural emotions and creates a new topic of “sacred places”. Such temples have the potential to enhance human spiritual health and well-being. Full article
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20 pages, 582 KiB  
Review
Dwelling, Habits, and Possessions: Clustering Turkey’s Household Energy Choices through Responsible Consumption and Poverty
by Elif Üstündağlı Erten, Iman Janghorban Esfahani, Pouya Ifaei and Ebru Belkıs Güzeloğlu
Energies 2023, 16(24), 7983; https://doi.org/10.3390/en16247983 - 9 Dec 2023
Cited by 3 | Viewed by 1659
Abstract
Household energy consumption is influenced by a variety of factors, including climate, demographics, and socio-economic conditions. This study is a review based on clustering analysis of data from the 2019 Household Budget Survey in Turkey, and explores the role of dwelling structure, household [...] Read more.
Household energy consumption is influenced by a variety of factors, including climate, demographics, and socio-economic conditions. This study is a review based on clustering analysis of data from the 2019 Household Budget Survey in Turkey, and explores the role of dwelling structure, household habits, and possessions as indicators of energy patterns and preferences within distinct household groups contributing to Sustainable Development Goals 1, 7, and 12. The data analysis identifies three distinct clusters with specific features that set them apart. The Urban Majority cluster represents densely populated urban areas where natural gas is a preferred fuel source, and parquet and ceramic tiles are common flooring materials. The Deprived-like Remote Residents cluster portrays areas with less access to natural gas, where wood and coal are frequently used for heating, and the Urban Comfort-Seekers cluster highlights urban areas with high comfort levels, featuring natural gas, floor heating, and various amenities. These clusters reflect energy consumption patterns and social aspects related to poverty and habits. They indicate that Turkey’s energy preferences are closely linked to accessibility, user-friendliness, and affordability. Urban households prioritize comfort, while rural areas are more resource-constrained, and contextual factors like location and possessions play a vital role in energy preferences. Full article
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23 pages, 2256 KiB  
Article
How Poor Is Aphyllophoroid Fungi Diversity in the Boreal Urban Greenhouses of Eastern Europe?
by Anton G. Shiryaev, Ivan V. Zmitrovich, Stepan A. Senator, Elena N. Minogina and Oleg B. Tkachenko
J. Fungi 2023, 9(11), 1116; https://doi.org/10.3390/jof9111116 - 17 Nov 2023
Cited by 3 | Viewed by 1461
Abstract
It is generally accepted that mycobiota diversity in urban greenhouses is poorer than in natural ecosystems, but our knowledge on this field of research is fragmentary. Here, we present the results of a long-term study of aphyllophoroid macrofungi (Basidiomycota) forming fruitbodies on non-native [...] Read more.
It is generally accepted that mycobiota diversity in urban greenhouses is poorer than in natural ecosystems, but our knowledge on this field of research is fragmentary. Here, we present the results of a long-term study of aphyllophoroid macrofungi (Basidiomycota) forming fruitbodies on non-native sub/tropical woody and herbaceous plants in the greenhouses of Saint Petersburg, Moscow, and Ekaterinburg botanical gardens located in the hemiboreal vegetation subzone of Eastern Europe. Over 20 years of research, fruitbodies of 58 species of aphyllophoroid fungi have been identified. Fungal species that developed on the wooden structures of greenhouses and building materials made of local wood are discussed separately. The list of fungi on non-native substrates is dominated by saprobes (93.1% of total list) as well as mycorrhizal with basidiomata on plants (8.6%). Phytopathogens have the lowest number (7.0%), and ¾ of species are widespread locally. Non-native plants are dominated by native fungal species (78.9%), while the percentage of non-native species is low (21.1%). In the three surveyed cities, the area of the studied greenhouses is 2.8 ha, and not a single species of fungi has been found twice on the same substrate. Half of the identified species are characterized by a single specimen (29 species/50.9%). Hymenochaete rheicolor was discovered in Russia for the first time and its known distribution is discussed. Only six (Antrodia gossypium, Hyphodontia arguta, Lyomyces sambuci, Peniophora cinerea, Ramariopsis kunzei, and Trechispora farinacea) local species (10.5%) were collected in all the three cities. The α-diversity of mycobiota (mean number of species per site, Shannon Index, and Menhinick Index) in the Ekaterinburg’s greenhouses is 1.2–3.0 times lower compared to suburban forest parks and old-growth natural forests, while β-diversity (Whittaker Index, Jaccard Index, and Morisita–Horn Index), on the contrary, is 2.1–7.7 times higher. With the plants’ age, the probability of detecting fungi on them increases significantly. In greenhouses, phytopathogenic aphyllophoroid macrofungi are collected on woody plants only, but the probability of their development is not related to the plants’ age. Full article
(This article belongs to the Section Fungal Evolution, Biodiversity and Systematics)
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25 pages, 9029 KiB  
Article
PointDMS: An Improved Deep Learning Neural Network via Multi-Feature Aggregation for Large-Scale Point Cloud Segmentation in Smart Applications of Urban Forestry Management
by Jiang Li and Jinhao Liu
Forests 2023, 14(11), 2169; https://doi.org/10.3390/f14112169 - 31 Oct 2023
Cited by 2 | Viewed by 1776
Abstract
Background: The development of laser measurement techniques is of great significance in forestry monitoring and park management in smart cities. It provides many conveniences for improving landscape planning efficiency and strengthening digital construction. However, capturing 3D point clouds in large-scale landscape environments is [...] Read more.
Background: The development of laser measurement techniques is of great significance in forestry monitoring and park management in smart cities. It provides many conveniences for improving landscape planning efficiency and strengthening digital construction. However, capturing 3D point clouds in large-scale landscape environments is a complex task that generates massive amounts of unstructured data with characteristics such as randomness, rotational invariance, sparsity, and serious barriers. Methods: To improve the processing efficiency of intelligent devices for massive point clouds, we propose a novel deep learning neural network based on a multi-feature aggregation strategy. This network is designed to divide 3D laser point clouds in complex large-scale scenarios. Firstly, we utilize multiple terrestrial laser sensors to collect a large amount of data in open scenes such as parks, streets, and forests in urban environments. These data are integrated into a practical database called DMSdataset, which contains different information variables, densities, and dimensions. Then, an automatic block integrated with a multi-feature extractor is constructed to pre-process the unstructured point cloud data and standardize the datasets. Finally, a novel semantic segmentation framework called PointDMS is designed using 3D convolutional deep networks. PointDMS achieves a better segmentation performance of point clouds with a lightweight parameter structure. Here, “D” stands for deep network, “M” stands for multi-feature, and “S” stands for segmentation. Results: Extensive experiments on self-built datasets show that the proposed PointDMS achieves similar or better performance in point cloud segmentation compared to other methods. The overall identification accuracy of the proposed model is up to 93.5%, which is a 14% increase. Particularly for living wood objects, the average identification accuracy is up to 88.7%, which is, at least, an 8.2% increase. These results effectively prove that PointDMS is beneficial for 3D point cloud processing, division, and mining applications in urban forest environments. It demonstrates good robustness and generalization. Full article
(This article belongs to the Section Urban Forestry)
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