Despite public and private investments in the senior housing sector,an alternative to retirement homes is not yet truly present in Italy,except for a few rare cases.The spots in residential facilities for the elderly ...Despite public and private investments in the senior housing sector,an alternative to retirement homes is not yet truly present in Italy,except for a few rare cases.The spots in residential facilities for the elderly are limited and not enough to fill a demand for spaces that is continuously increasing.Another underlying problem is that the type of user that senior housing is aimed at is not currently considered by the Italian market;the impact of factors that can decrease the quality of life in elderly people,such as loneliness,lack of physical activity or loss of routine is underestimated.This set of negative factors promotes the opposite of what is considered active aging.In recent years senior houses,intended as a residential typology for self-sufficient elderly people,have undergone a significant evolution,reflecting social,demographic and technological changes;this reflects a paradigm shift in the way society approaches care to the elderly,focusing increasingly on autonomy,personalization and well-being.From 2010 to 2024,there has been greater attention towards customization of programs and spaces dedicated to the elderly,with the aim of offering services that meet everyone’s specific needs.Senior houses are becoming more oriented towards a wellbeing-based approach and are starting to focus on social inclusion as well,promoting recreational and cultural activities to improve the quality of life of elderly vips.A strategy used for social inclusion is to dedicate part of the project to functions open to the public(kindergartens,community centers,spaces for associations,etc.)so that the project fits into the urban level of the city by interacting with it.The proposal is to integrate cultural spaces with senior housing in a way that the elderly residents can become the keepers and narrators of local heritage,creating intergenerational communities.展开更多
Due to the continuous increase in global energy demand,photovoltaic solar energy generation and associated maintenance requirements have significantly expanded.One critical maintenance challenge in photovoltaic instal...Due to the continuous increase in global energy demand,photovoltaic solar energy generation and associated maintenance requirements have significantly expanded.One critical maintenance challenge in photovoltaic installations is detecting hot spots,localized overheating defects in solar cells that drastically reduce efficiency and can lead to permanent damage.Traditional methods for detecting these defects rely on manual inspections using thermal imaging,which are costly,labor-intensive,and impractical for large-scale installations.This research introduces an automated hybrid system based on two specialized convolutional neural networks deployed in a cascaded architecture.The first convolutional neural network efficiently detects and isolates individual solar panels from high-resolution aerial thermal images captured by drones.Subsequently,a second,more advanced convolutional neural network accurately classifies each isolated panel as either defective or healthy,effectively distinguishing genuine thermal anomalies from false positives caused by reflections or glare.Experimental validation on a real-world dataset comprising thousands of thermal images yielded exceptional accuracy,significantly reducing inspection time,costs,and the likelihood of false defect detections.This proposed system enhances the reliability and efficiency of photovoltaic plant inspections,thus contributing to improved operational performance and economic viability.展开更多
With wide application prospects in landscape industry,artificial intelligence technology plays an important role in improving work efficiency,optimizing design,strengthening construction management,and achieving intel...With wide application prospects in landscape industry,artificial intelligence technology plays an important role in improving work efficiency,optimizing design,strengthening construction management,and achieving intelligent maintenance.With the continuous development of technology,the application of artificial intelligence in landscape architecture industry will become more in-depth and extensive,which can provid powerful support for the innovation and development of the industry.It is hoped that the modernization process of the landscape industry can be promoted through the analysis on the application and difficulties of artificial intelligence technology in the landscape industry.展开更多
The domestic architecture of a traditional settlement is greatly influenced by the socio-economic and socio-cultural characteristics of its residents.Benin City which is the focus of the paper is a case of a tradition...The domestic architecture of a traditional settlement is greatly influenced by the socio-economic and socio-cultural characteristics of its residents.Benin City which is the focus of the paper is a case of a traditional settlement undergoing domestic architectural evolution with the changing times influenced by factors of growth and development.The paper has examined the effect of socio-economic and socio-cultural characteristics as factors that partly determine the design,style,pattern,space use,organization,location and meaning as well as land use of the domestic architecture of Benin.The study employed the use of questionnaire administered to residents across the cross-section of the city.In the end,descriptive frequency tables were used to analyse the data collected from the residential zones in Benin.The research has been able to corroborate the theory that socio-economic and socio-cultural factors are some of the determinants/elements of domestic architecture of a people.展开更多
The architectural design of the YCBA(Yale Center for British Art)exemplifies Kahn’s exploration of light as a transformative element.However,preserving sensitive materials within the museum challenges the building’s...The architectural design of the YCBA(Yale Center for British Art)exemplifies Kahn’s exploration of light as a transformative element.However,preserving sensitive materials within the museum challenges the building’s original intent.The potential harm caused by light necessitates control measures,potentially compromising the intended luminous ambiance envisioned by Kahn.A comprehensive survey revealed a strong preference for natural light in the museum environment.Visitors appreciated the ethereal qualities and heightened engagement with exhibits facilitated by natural light.This research critically examines the balance between architectural vision,preservation imperatives,and visitor expectations,highlighting the museum space as a dynamic field of action.The architectural elements,interior configuration,lighting,and movement are in constant harmony and conflict.This investigation contributes to a deeper understanding of the relationship between architecture,light,the museum experience,and knowledge.It underscores the importance of considering preservation,design,and visitor preferences when balancing these elements in museums.展开更多
The article delves into the concept of“Chineseness”in contemporary Chinese architecture,a strategic tool for creating distinctive styles rooted in Chinese identity.It serves not only to distinguish projects from mar...The article delves into the concept of“Chineseness”in contemporary Chinese architecture,a strategic tool for creating distinctive styles rooted in Chinese identity.It serves not only to distinguish projects from market-driven trends but also to establish a pivotal position in the global architectural landscape.“Chineseness”among 24 identified keywords represents a practical strategy embraced by many young architects with international exposure.The traditional Chinese dwelling,a symbol of familial and cultural essence,particularly in the context of home culture,is a primary inspiration for contemporary architects.The research adopts a case study approach,focusing on Tulou-related cases from the last fifteen years,encompassing various building types.The Tulou,a mountain-dwelling with rich cultural connotations,is introduced,reflecting ancient Chinese philosophies in its architectural principles.The case studies,including URBANUS’s“Tulou Collective Housing 2008”and Chengdu’s“Tulou Theater,”demonstrate how Tulou prototypes can be creatively adapted.These designs not only replicate forms but also capture the communal spirit inherent in traditional dwellings.“Stepped Courtyards”by OPEN Architecture reinterprets Tulou typology for a staff dormitory,emphasizing community awareness.In conclusion,the concept of“Chineseness”emerges as a prominent topic,showcasing the dynamic and adaptable nature of traditional Chinese culture and modern architectural expressions.The cases illustrate the evolving intersection between traditional Chinese culture and modern architecture,offering insights into the future trajectory of Chinese architectural culture.The interrelated keywords highlight the nuanced and evolving nature of“Chineseness”in architectural practices.展开更多
A multitude of climate-adaptive design approaches are embedded in regional architecture,which have a positive impact on addressing the deformed development of urban spatial patterns and the dual challenges of climate ...A multitude of climate-adaptive design approaches are embedded in regional architecture,which have a positive impact on addressing the deformed development of urban spatial patterns and the dual challenges of climate and resources.This paper examines the principles of climate adaptability embedded in the site layout and spatial organization characteristics of traditional cave dwelling villages in northern Shaanxi Province.The extracted climate adaptability principles are summarized,and the resulting design strategies that are well-suited to the contemporary urban space form are presented.Through analysis,it can be observed that traditional cave dwelling villages in northern Shaanxi are predominantly situated on south-facing slopes in proximity to water at low altitudes.These villages are characterized by compact building groups and east-west development,which is constrained by the elements of mountains and rivers.A two-level street system is generated,comprising streets parallel to the contour line and roadways perpendicular to the contour line.This results in the formation of a courtyard form enclosed by mountains.Such site layout and spatial organization exhibit excellent climate adaptability with regard to heat,ventilation,and wind storage.In light of the aforementioned considerations,the following urban spatial form design strategies are put forth:①the topographic height difference can be exploited to obtain sufficient sunshine;②the group shape can be optimized in order to reduce building energy consumption;③the best orientation of the building can be chosen to take account of both winter and summer conditions;④the height and length can be combined in order to form natural masking;⑤the D/H ratio of streets and roadways should be controlled to achieve a balance between heat gain and cooling of groups;⑥vents should be set appropriately to optimize group ventilation;⑦climate buffers should be established to increase the level of climate response.展开更多
As the Internet of Things(IoT)continues to expand,incorporating a vast array of devices into a digital ecosystem also increases the risk of cyber threats,necessitating robust defense mechanisms.This paper presents an ...As the Internet of Things(IoT)continues to expand,incorporating a vast array of devices into a digital ecosystem also increases the risk of cyber threats,necessitating robust defense mechanisms.This paper presents an innovative hybrid deep learning architecture that excels at detecting IoT threats in real-world settings.Our proposed model combines Convolutional Neural Networks(CNN),Bidirectional Long Short-Term Memory(BLSTM),Gated Recurrent Units(GRU),and Attention mechanisms into a cohesive framework.This integrated structure aims to enhance the detection and classification of complex cyber threats while accommodating the operational constraints of diverse IoT systems.We evaluated our model using the RT-IoT2022 dataset,which includes various devices,standard operations,and simulated attacks.Our research’s significance lies in the comprehensive evaluation metrics,including Cohen Kappa and Matthews Correlation Coefficient(MCC),which underscore the model’s reliability and predictive quality.Our model surpassed traditional machine learning algorithms and the state-of-the-art,achieving over 99.6%precision,recall,F1-score,False Positive Rate(FPR),Detection Time,and accuracy,effectively identifying specific threats such as Message Queuing Telemetry Transport(MQTT)Publish,Denial of Service Synchronize network packet crafting tool(DOS SYN Hping),and Network Mapper Operating System Detection(NMAP OS DETECTION).The experimental analysis reveals a significant improvement over existing detection systems,significantly enhancing IoT security paradigms.Through our experimental analysis,we have demonstrated a remarkable enhancement in comparison to existing detection systems,which significantly strength-ens the security standards of IoT.Our model effectively addresses the need for advanced,dependable,and adaptable security solutions,serving as a symbol of the power of deep learning in strengthening IoT ecosystems amidst the constantly evolving cyber threat landscape.This achievement marks a significant stride towards protecting the integrity of IoT infrastructure,ensuring operational resilience,and building privacy in this groundbreaking technology.展开更多
Linux-based Platform for Open Architecture Controller ( POAC ), a new open architecture controller and its modular developing method are discussed. POAC divides the application software of controller into the developi...Linux-based Platform for Open Architecture Controller ( POAC ), a new open architecture controller and its modular developing method are discussed. POAC divides the application software of controller into the developing system and the application system. In the developing system, PAOC abstracts a series of function modules with unified data interface and function interface. In the application system, POAC defines the model of the architecture module, realizing the interoperability and interchangeability between the architecture modules. The modular developing method entities the users to make up an application system with some architecture modules, which consist of a set of function modules. The modular developing method decreases the developing time from the standard of controller architecture to the product.展开更多
In view of the current poor safety consciousness in landscape architecture industry, this paper proposed the concept of landscape architecture safety, and analyzed its characteristics; explored the monitoring means of...In view of the current poor safety consciousness in landscape architecture industry, this paper proposed the concept of landscape architecture safety, and analyzed its characteristics; explored the monitoring means of landscape architecture safety and prevention measures from the perspectives of landscape architecture planning and design safety, landscaping construction safety; and put forward specific schemes from the perspectives of evaluation standards, legal system, and propaganda and education of landscape architecture safety, in order to meet the increasingly urgent needs of landscape architecture safety,and promote the landscape architecture safety in China.展开更多
The new architecture may provide unusual opportunities for the abandoned areas involved by former industrial processes, both in the city centers and in the landscape. In fact, it may create new centralities and give n...The new architecture may provide unusual opportunities for the abandoned areas involved by former industrial processes, both in the city centers and in the landscape. In fact, it may create new centralities and give new collective function for deprived areas. The case study of the architectural and educational project for a new museum park devoted to the technique and the science in the Apennine＇ s landscape near Parma （Italy） may give an interesting point of view about the role of the teaching and the research of the architecture in the former industrial heritage, and to avoid the abandonment and the pauperization of the territory around.展开更多
This study focused on spatial analysis to identify the changes in adaptability over the last five decades.The features influencing adaptability were selected from the reference study.An appropriate method was used to ...This study focused on spatial analysis to identify the changes in adaptability over the last five decades.The features influencing adaptability were selected from the reference study.An appropriate method was used to analyse these features through spatial analysis.Six distinctive typologies of rural houses were selected from six regions.Unlike the traditional houses,the contemporary houses in the same area reflected a different character.Urban houses built since the early and mid-20th century were compared with contemporary houses.After analysing the openness,generality,flexibility,depth,typicality,construction technique,involvement of end-users,and the feedback from the inhabitants,the study identified a significant decrease in contemporary houses'adaptability.Spatial analysis was used to quantify the different features and comparison between traditional and contemporary houses.Though the adaptability had been reduced over time,the latest houses started to achieve better flexibility in some features due to government policy and implementation of statutory building regulations.Further recommendations were provided to enhance the residential architecture's adaptability in future.The study samples were selected from different regions of Bangladesh.Still,the result and policy recommendations can be helpful for other countries,especially with high population density and a developing economy.展开更多
This paper summarized the classification of colorful tree species and the application principles on landscape architecture and briefly introduced the present application situation of colorful tree species in China. It...This paper summarized the classification of colorful tree species and the application principles on landscape architecture and briefly introduced the present application situation of colorful tree species in China. It also raised suggestions related to the introduction and application of the colorful tree species.展开更多
Human pressure on mountain resources poses certain threats to their natural and man-made environment. Although there are many parameters involved, one of the driving forces behind this situation is the emphasis given ...Human pressure on mountain resources poses certain threats to their natural and man-made environment. Although there are many parameters involved, one of the driving forces behind this situation is the emphasis given so far only to the market value of mountain goods and services, ignoring the true social and environmental costs of using mountain resources. Towards this direction, the use of non-market valuation techniques could prove to be beneficial. Bearing in mind the above remarks, the paper presents an application of the Contingent Valuation Method, which aims at estimating the monetary value of a mountain settlement’s vernacular architecture, namely Metsovo. For this purpose, the survey focuses on Metsovo visitors’ willingness to pay a single annual voluntary contribution to an institution that would be founded in order to undertake all necessary actions required to preserve the town’s traditional character. The results are very promising and indicate that vernacular architecture holds a significant economic value that could justify the implementation of appropriate policies towards the protection of vernacular settlements in mountain areas.展开更多
On the basis of analyzing the narrow sense and broad sense of landscape architecture,classical gardens and modern landscape architecture,the authors proposed functions of landscape architecture,and that highquality la...On the basis of analyzing the narrow sense and broad sense of landscape architecture,classical gardens and modern landscape architecture,the authors proposed functions of landscape architecture,and that highquality landscape architecture designs should demonstrate ecological,social and aesthetic functions.By combining theoretical analysis and practical experience,it was verified that urban landscape architecture has to integrate ecological,social and aesthetic functions to manifest its social value to the most.展开更多
Based on interpretation of post-modernism, basic design techniques of landscape architecture in China under the influence of post-modernism were summarized through analyzing its influence and comparing domestic and ov...Based on interpretation of post-modernism, basic design techniques of landscape architecture in China under the influence of post-modernism were summarized through analyzing its influence and comparing domestic and overseas scholars' understanding of post-modern landscape architecture. The study aims at providing scientific references for the future theoretical and practical researches on the design of post-modern landscape architecture in China.展开更多
In today＇s world, where re-examination has been given to cultural globalization, the relationship between architectures and specific regions is one of many specific issues. At this time, the study of architecture fro...In today＇s world, where re-examination has been given to cultural globalization, the relationship between architectures and specific regions is one of many specific issues. At this time, the study of architecture from the perspective of geography has significant meaning for treasuring regional characteristics and protecting the essence of ethnic culture. The study of geo-architecture includes two aspects： the influence of geographical environment upon architecture and reflexively, architectural responses to geographical environment. In ＂Geo-Architecture and Landscape in China＇s Geographic and Historic Context Series＂（4 volumes）, published by Springer Nature in 2016, the contents of ＂geo-architecture＂ has been interpreted from various angles as form, function, semantics and symbol. This book is the first to be entitled ＂Geo-Architecture＂, which studies the relationship between geography and architecture from the perspective of geographical environment and historical context in China. The book＇s research reveals the influences of different geographical scales, such as zone（macro）, region（middle） and site（micro） scales, on architecture; it discusses dynamic and systematic thought, including such research elements as ＂Object-Subject-Time＂, and it reflects views on pattern and process of cultural landscape. Research on geo-architecture aims to help construct the security pattern of the cultural landscape for the new requirements of a new era, which is used to optimize spacial structure, stimulate heritage conservation and renewal, respect the geographical environment, pay attention to historical culture and sustain emotional memory.展开更多
This paper firstly made an overview of foreign and domestic theories and methods of landscape architecture heritage protection.It studied the landscape architecture heritage from policies and regulations,investment ma...This paper firstly made an overview of foreign and domestic theories and methods of landscape architecture heritage protection.It studied the landscape architecture heritage from policies and regulations,investment management,talent cultivation,and popular science education.Then,it discussed problems of landscape architecture heritage protection in China:lack of legislation,weak awareness of heritage resources,overdevelopment of heritage resources,and vacancy in management and monitoring of heritage resources.Finally,it came up with recommendations that competent authorities of Chinese government should attach greater importance to heritage management,talent cultivation,and fund input,integrate with advanced management methods of developed countries,and exploring a landscape architecture heritage protection and management mode suitable for national conditions of China at levels of thought,methods,and technology.展开更多
With the decision of the Ministry of Education to fully implement the“Six Excellence and One Top-notch”plan 2.0 and launch the“Double Ten-thousand Plan”for the construction of first-class undergraduate majors,coll...With the decision of the Ministry of Education to fully implement the“Six Excellence and One Top-notch”plan 2.0 and launch the“Double Ten-thousand Plan”for the construction of first-class undergraduate majors,colleges and universities across the country have fully launched the construction of first-class undergraduate majors.The architecture major of Xi’an University of Science and Technology has achieved certain results in deepening the comprehensive reform of the major,strengthening the construction of teaching staff and grass-roots teaching organizations,and enhancing the construction of the professional teaching quality assurance system.The quality of graduate training and external evaluation have achieved good results by integrating into the teaching system of special courses,improving the high-level talent training system,taking the construction of“new engineering”as an opportunity,promoting education and teaching reform,relying on the platform of discipline advantages,and building a multi-level practical teaching system.展开更多
文摘Despite public and private investments in the senior housing sector,an alternative to retirement homes is not yet truly present in Italy,except for a few rare cases.The spots in residential facilities for the elderly are limited and not enough to fill a demand for spaces that is continuously increasing.Another underlying problem is that the type of user that senior housing is aimed at is not currently considered by the Italian market;the impact of factors that can decrease the quality of life in elderly people,such as loneliness,lack of physical activity or loss of routine is underestimated.This set of negative factors promotes the opposite of what is considered active aging.In recent years senior houses,intended as a residential typology for self-sufficient elderly people,have undergone a significant evolution,reflecting social,demographic and technological changes;this reflects a paradigm shift in the way society approaches care to the elderly,focusing increasingly on autonomy,personalization and well-being.From 2010 to 2024,there has been greater attention towards customization of programs and spaces dedicated to the elderly,with the aim of offering services that meet everyone’s specific needs.Senior houses are becoming more oriented towards a wellbeing-based approach and are starting to focus on social inclusion as well,promoting recreational and cultural activities to improve the quality of life of elderly vips.A strategy used for social inclusion is to dedicate part of the project to functions open to the public(kindergartens,community centers,spaces for associations,etc.)so that the project fits into the urban level of the city by interacting with it.The proposal is to integrate cultural spaces with senior housing in a way that the elderly residents can become the keepers and narrators of local heritage,creating intergenerational communities.
基金funded by the Spanish Ministerio de Ciencia,Innovación y Universidades,grant number RTC2019-007364-3(FPGM)by the Comunidad de Madrid through the direct grant with ref.SI4/PJI/2024-00233 for the promotion of research and technology transfer at the Universidad Autónoma de Madrid。
文摘Due to the continuous increase in global energy demand,photovoltaic solar energy generation and associated maintenance requirements have significantly expanded.One critical maintenance challenge in photovoltaic installations is detecting hot spots,localized overheating defects in solar cells that drastically reduce efficiency and can lead to permanent damage.Traditional methods for detecting these defects rely on manual inspections using thermal imaging,which are costly,labor-intensive,and impractical for large-scale installations.This research introduces an automated hybrid system based on two specialized convolutional neural networks deployed in a cascaded architecture.The first convolutional neural network efficiently detects and isolates individual solar panels from high-resolution aerial thermal images captured by drones.Subsequently,a second,more advanced convolutional neural network accurately classifies each isolated panel as either defective or healthy,effectively distinguishing genuine thermal anomalies from false positives caused by reflections or glare.Experimental validation on a real-world dataset comprising thousands of thermal images yielded exceptional accuracy,significantly reducing inspection time,costs,and the likelihood of false defect detections.This proposed system enhances the reliability and efficiency of photovoltaic plant inspections,thus contributing to improved operational performance and economic viability.
文摘With wide application prospects in landscape industry,artificial intelligence technology plays an important role in improving work efficiency,optimizing design,strengthening construction management,and achieving intelligent maintenance.With the continuous development of technology,the application of artificial intelligence in landscape architecture industry will become more in-depth and extensive,which can provid powerful support for the innovation and development of the industry.It is hoped that the modernization process of the landscape industry can be promoted through the analysis on the application and difficulties of artificial intelligence technology in the landscape industry.
文摘The domestic architecture of a traditional settlement is greatly influenced by the socio-economic and socio-cultural characteristics of its residents.Benin City which is the focus of the paper is a case of a traditional settlement undergoing domestic architectural evolution with the changing times influenced by factors of growth and development.The paper has examined the effect of socio-economic and socio-cultural characteristics as factors that partly determine the design,style,pattern,space use,organization,location and meaning as well as land use of the domestic architecture of Benin.The study employed the use of questionnaire administered to residents across the cross-section of the city.In the end,descriptive frequency tables were used to analyse the data collected from the residential zones in Benin.The research has been able to corroborate the theory that socio-economic and socio-cultural factors are some of the determinants/elements of domestic architecture of a people.
文摘The architectural design of the YCBA(Yale Center for British Art)exemplifies Kahn’s exploration of light as a transformative element.However,preserving sensitive materials within the museum challenges the building’s original intent.The potential harm caused by light necessitates control measures,potentially compromising the intended luminous ambiance envisioned by Kahn.A comprehensive survey revealed a strong preference for natural light in the museum environment.Visitors appreciated the ethereal qualities and heightened engagement with exhibits facilitated by natural light.This research critically examines the balance between architectural vision,preservation imperatives,and visitor expectations,highlighting the museum space as a dynamic field of action.The architectural elements,interior configuration,lighting,and movement are in constant harmony and conflict.This investigation contributes to a deeper understanding of the relationship between architecture,light,the museum experience,and knowledge.It underscores the importance of considering preservation,design,and visitor preferences when balancing these elements in museums.
文摘The article delves into the concept of“Chineseness”in contemporary Chinese architecture,a strategic tool for creating distinctive styles rooted in Chinese identity.It serves not only to distinguish projects from market-driven trends but also to establish a pivotal position in the global architectural landscape.“Chineseness”among 24 identified keywords represents a practical strategy embraced by many young architects with international exposure.The traditional Chinese dwelling,a symbol of familial and cultural essence,particularly in the context of home culture,is a primary inspiration for contemporary architects.The research adopts a case study approach,focusing on Tulou-related cases from the last fifteen years,encompassing various building types.The Tulou,a mountain-dwelling with rich cultural connotations,is introduced,reflecting ancient Chinese philosophies in its architectural principles.The case studies,including URBANUS’s“Tulou Collective Housing 2008”and Chengdu’s“Tulou Theater,”demonstrate how Tulou prototypes can be creatively adapted.These designs not only replicate forms but also capture the communal spirit inherent in traditional dwellings.“Stepped Courtyards”by OPEN Architecture reinterprets Tulou typology for a staff dormitory,emphasizing community awareness.In conclusion,the concept of“Chineseness”emerges as a prominent topic,showcasing the dynamic and adaptable nature of traditional Chinese culture and modern architectural expressions.The cases illustrate the evolving intersection between traditional Chinese culture and modern architecture,offering insights into the future trajectory of Chinese architectural culture.The interrelated keywords highlight the nuanced and evolving nature of“Chineseness”in architectural practices.
基金Sponsored by Beijing Urban Governance Research Base of North China University of Technology(2024CSZL07).
文摘A multitude of climate-adaptive design approaches are embedded in regional architecture,which have a positive impact on addressing the deformed development of urban spatial patterns and the dual challenges of climate and resources.This paper examines the principles of climate adaptability embedded in the site layout and spatial organization characteristics of traditional cave dwelling villages in northern Shaanxi Province.The extracted climate adaptability principles are summarized,and the resulting design strategies that are well-suited to the contemporary urban space form are presented.Through analysis,it can be observed that traditional cave dwelling villages in northern Shaanxi are predominantly situated on south-facing slopes in proximity to water at low altitudes.These villages are characterized by compact building groups and east-west development,which is constrained by the elements of mountains and rivers.A two-level street system is generated,comprising streets parallel to the contour line and roadways perpendicular to the contour line.This results in the formation of a courtyard form enclosed by mountains.Such site layout and spatial organization exhibit excellent climate adaptability with regard to heat,ventilation,and wind storage.In light of the aforementioned considerations,the following urban spatial form design strategies are put forth:①the topographic height difference can be exploited to obtain sufficient sunshine;②the group shape can be optimized in order to reduce building energy consumption;③the best orientation of the building can be chosen to take account of both winter and summer conditions;④the height and length can be combined in order to form natural masking;⑤the D/H ratio of streets and roadways should be controlled to achieve a balance between heat gain and cooling of groups;⑥vents should be set appropriately to optimize group ventilation;⑦climate buffers should be established to increase the level of climate response.
基金funding from Deanship of Scientific Research in King Faisal University with Grant Number KFU241648.
文摘As the Internet of Things(IoT)continues to expand,incorporating a vast array of devices into a digital ecosystem also increases the risk of cyber threats,necessitating robust defense mechanisms.This paper presents an innovative hybrid deep learning architecture that excels at detecting IoT threats in real-world settings.Our proposed model combines Convolutional Neural Networks(CNN),Bidirectional Long Short-Term Memory(BLSTM),Gated Recurrent Units(GRU),and Attention mechanisms into a cohesive framework.This integrated structure aims to enhance the detection and classification of complex cyber threats while accommodating the operational constraints of diverse IoT systems.We evaluated our model using the RT-IoT2022 dataset,which includes various devices,standard operations,and simulated attacks.Our research’s significance lies in the comprehensive evaluation metrics,including Cohen Kappa and Matthews Correlation Coefficient(MCC),which underscore the model’s reliability and predictive quality.Our model surpassed traditional machine learning algorithms and the state-of-the-art,achieving over 99.6%precision,recall,F1-score,False Positive Rate(FPR),Detection Time,and accuracy,effectively identifying specific threats such as Message Queuing Telemetry Transport(MQTT)Publish,Denial of Service Synchronize network packet crafting tool(DOS SYN Hping),and Network Mapper Operating System Detection(NMAP OS DETECTION).The experimental analysis reveals a significant improvement over existing detection systems,significantly enhancing IoT security paradigms.Through our experimental analysis,we have demonstrated a remarkable enhancement in comparison to existing detection systems,which significantly strength-ens the security standards of IoT.Our model effectively addresses the need for advanced,dependable,and adaptable security solutions,serving as a symbol of the power of deep learning in strengthening IoT ecosystems amidst the constantly evolving cyber threat landscape.This achievement marks a significant stride towards protecting the integrity of IoT infrastructure,ensuring operational resilience,and building privacy in this groundbreaking technology.
基金Shanghai Science and Technology Development Foundation (995107017)
文摘Linux-based Platform for Open Architecture Controller ( POAC ), a new open architecture controller and its modular developing method are discussed. POAC divides the application software of controller into the developing system and the application system. In the developing system, PAOC abstracts a series of function modules with unified data interface and function interface. In the application system, POAC defines the model of the architecture module, realizing the interoperability and interchangeability between the architecture modules. The modular developing method entities the users to make up an application system with some architecture modules, which consist of a set of function modules. The modular developing method decreases the developing time from the standard of controller architecture to the product.
文摘In view of the current poor safety consciousness in landscape architecture industry, this paper proposed the concept of landscape architecture safety, and analyzed its characteristics; explored the monitoring means of landscape architecture safety and prevention measures from the perspectives of landscape architecture planning and design safety, landscaping construction safety; and put forward specific schemes from the perspectives of evaluation standards, legal system, and propaganda and education of landscape architecture safety, in order to meet the increasingly urgent needs of landscape architecture safety,and promote the landscape architecture safety in China.
文摘The new architecture may provide unusual opportunities for the abandoned areas involved by former industrial processes, both in the city centers and in the landscape. In fact, it may create new centralities and give new collective function for deprived areas. The case study of the architectural and educational project for a new museum park devoted to the technique and the science in the Apennine＇ s landscape near Parma （Italy） may give an interesting point of view about the role of the teaching and the research of the architecture in the former industrial heritage, and to avoid the abandonment and the pauperization of the territory around.
文摘This study focused on spatial analysis to identify the changes in adaptability over the last five decades.The features influencing adaptability were selected from the reference study.An appropriate method was used to analyse these features through spatial analysis.Six distinctive typologies of rural houses were selected from six regions.Unlike the traditional houses,the contemporary houses in the same area reflected a different character.Urban houses built since the early and mid-20th century were compared with contemporary houses.After analysing the openness,generality,flexibility,depth,typicality,construction technique,involvement of end-users,and the feedback from the inhabitants,the study identified a significant decrease in contemporary houses'adaptability.Spatial analysis was used to quantify the different features and comparison between traditional and contemporary houses.Though the adaptability had been reduced over time,the latest houses started to achieve better flexibility in some features due to government policy and implementation of statutory building regulations.Further recommendations were provided to enhance the residential architecture's adaptability in future.The study samples were selected from different regions of Bangladesh.Still,the result and policy recommendations can be helpful for other countries,especially with high population density and a developing economy.
文摘This paper summarized the classification of colorful tree species and the application principles on landscape architecture and briefly introduced the present application situation of colorful tree species in China. It also raised suggestions related to the introduction and application of the colorful tree species.
文摘Human pressure on mountain resources poses certain threats to their natural and man-made environment. Although there are many parameters involved, one of the driving forces behind this situation is the emphasis given so far only to the market value of mountain goods and services, ignoring the true social and environmental costs of using mountain resources. Towards this direction, the use of non-market valuation techniques could prove to be beneficial. Bearing in mind the above remarks, the paper presents an application of the Contingent Valuation Method, which aims at estimating the monetary value of a mountain settlement’s vernacular architecture, namely Metsovo. For this purpose, the survey focuses on Metsovo visitors’ willingness to pay a single annual voluntary contribution to an institution that would be founded in order to undertake all necessary actions required to preserve the town’s traditional character. The results are very promising and indicate that vernacular architecture holds a significant economic value that could justify the implementation of appropriate policies towards the protection of vernacular settlements in mountain areas.
文摘On the basis of analyzing the narrow sense and broad sense of landscape architecture,classical gardens and modern landscape architecture,the authors proposed functions of landscape architecture,and that highquality landscape architecture designs should demonstrate ecological,social and aesthetic functions.By combining theoretical analysis and practical experience,it was verified that urban landscape architecture has to integrate ecological,social and aesthetic functions to manifest its social value to the most.
文摘Based on interpretation of post-modernism, basic design techniques of landscape architecture in China under the influence of post-modernism were summarized through analyzing its influence and comparing domestic and overseas scholars' understanding of post-modern landscape architecture. The study aims at providing scientific references for the future theoretical and practical researches on the design of post-modern landscape architecture in China.
基金Joint Sino-German Research Project supported by the Sino-German Center(NSFC and DFG),No.GZ1201
文摘In today＇s world, where re-examination has been given to cultural globalization, the relationship between architectures and specific regions is one of many specific issues. At this time, the study of architecture from the perspective of geography has significant meaning for treasuring regional characteristics and protecting the essence of ethnic culture. The study of geo-architecture includes two aspects： the influence of geographical environment upon architecture and reflexively, architectural responses to geographical environment. In ＂Geo-Architecture and Landscape in China＇s Geographic and Historic Context Series＂（4 volumes）, published by Springer Nature in 2016, the contents of ＂geo-architecture＂ has been interpreted from various angles as form, function, semantics and symbol. This book is the first to be entitled ＂Geo-Architecture＂, which studies the relationship between geography and architecture from the perspective of geographical environment and historical context in China. The book＇s research reveals the influences of different geographical scales, such as zone（macro）, region（middle） and site（micro） scales, on architecture; it discusses dynamic and systematic thought, including such research elements as ＂Object-Subject-Time＂, and it reflects views on pattern and process of cultural landscape. Research on geo-architecture aims to help construct the security pattern of the cultural landscape for the new requirements of a new era, which is used to optimize spacial structure, stimulate heritage conservation and renewal, respect the geographical environment, pay attention to historical culture and sustain emotional memory.
基金Sponsored by Project of National Natural Science Foundation(51178372/E080201)Special Fund for Humanities and Social Science Research Project of Northwest A&F University(2015RWYB38)
文摘This paper firstly made an overview of foreign and domestic theories and methods of landscape architecture heritage protection.It studied the landscape architecture heritage from policies and regulations,investment management,talent cultivation,and popular science education.Then,it discussed problems of landscape architecture heritage protection in China:lack of legislation,weak awareness of heritage resources,overdevelopment of heritage resources,and vacancy in management and monitoring of heritage resources.Finally,it came up with recommendations that competent authorities of Chinese government should attach greater importance to heritage management,talent cultivation,and fund input,integrate with advanced management methods of developed countries,and exploring a landscape architecture heritage protection and management mode suitable for national conditions of China at levels of thought,methods,and technology.
基金Sponsored by 2021 Industry-University Cooperation Collaborative Education Project of Ministry of Education(202102067059)2021 New Liberal Arts Research and Reform Practice Project of Xi’an University of Science and Technology2021 Education and Teaching Reform and Research Project of Xi’an University of Science and Technology(JG21080)。
文摘With the decision of the Ministry of Education to fully implement the“Six Excellence and One Top-notch”plan 2.0 and launch the“Double Ten-thousand Plan”for the construction of first-class undergraduate majors,colleges and universities across the country have fully launched the construction of first-class undergraduate majors.The architecture major of Xi’an University of Science and Technology has achieved certain results in deepening the comprehensive reform of the major,strengthening the construction of teaching staff and grass-roots teaching organizations,and enhancing the construction of the professional teaching quality assurance system.The quality of graduate training and external evaluation have achieved good results by integrating into the teaching system of special courses,improving the high-level talent training system,taking the construction of“new engineering”as an opportunity,promoting education and teaching reform,relying on the platform of discipline advantages,and building a multi-level practical teaching system.
