Applied Geography最新文献

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Accounting for ecosystem service flows in water security assessment: A case study of the Yiluo River Watershed, China 水安全评估中的生态系统服务流核算:中国伊洛河流域案例研究
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-17 DOI: 10.1016/j.apgeog.2024.103421
Hongjuan Zhang , Hang Zhang , Yong Liu , Guanpeng Dong
{"title":"Accounting for ecosystem service flows in water security assessment: A case study of the Yiluo River Watershed, China","authors":"Hongjuan Zhang ,&nbsp;Hang Zhang ,&nbsp;Yong Liu ,&nbsp;Guanpeng Dong","doi":"10.1016/j.apgeog.2024.103421","DOIUrl":"10.1016/j.apgeog.2024.103421","url":null,"abstract":"<div><p>The water-related ecosystem services (ESs) flow is a pivotal linkage between ecological and social systems, playing an integral role in water security. Previous research has primarily assessed water security in contexts with and without the presence of ES flows, but further research is necessary to understand the influence of water yield inflow(WY_inflow) and total nitrogen inflow(TN_inflow) as critical determinants of water security. To address dynamic water security assessment and its driving mechanisms, we developed a novel water security index (WSI) that incorporates water quality and ES flows. Additionally, we employed a spatial Durbin model to investigate the impact and spatial effects of related factors on water security, applying it to the Yiluo River Watershed in China. The results revealed that: 1) the dynamic WSI of sub-watersheds incorporating ES flows was an improvement over the static WSI; 2) precipitation and the proportion of cropland significantly positively impacted static WSI, but their impact on dynamic WSI was not significant; 3) WY_inflow intensity contributed positively to dynamic WSI, while TN_inflow intensity negatively influenced dynamic WSI; and 4) most determinants of water security, including WY_inflow and TN_inflow intensity, exhibited negligible spatial spillover effects. Notably, the contribution of ES flows to water security showed an upward trend, accounting for approximately 30% by 2018. Such insights are crucial for formulating sustainable management strategies, such as ecological compensation, to enhance long-term regional water security.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103421"},"PeriodicalIF":4.0,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142241523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From center to outlying areas: Navigating built-up land dynamics along urban-rural gradients in Global South megaregions 从中心到外围地区:沿着全球南部特大地区的城乡梯度探索建成区土地动态
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-16 DOI: 10.1016/j.apgeog.2024.103419
Xia Liao , Chuanglin Fang , Tianheng Shu , Zhitao Liu , Biao Sun
{"title":"From center to outlying areas: Navigating built-up land dynamics along urban-rural gradients in Global South megaregions","authors":"Xia Liao ,&nbsp;Chuanglin Fang ,&nbsp;Tianheng Shu ,&nbsp;Zhitao Liu ,&nbsp;Biao Sun","doi":"10.1016/j.apgeog.2024.103419","DOIUrl":"10.1016/j.apgeog.2024.103419","url":null,"abstract":"<div><p>Understanding the dynamics of built-up land amidst the urban-rural transformation process is crucial for balancing the benefits of urbanization against the challenges of uncontrolled expansion. Yet, how built-up land develops across different types of human settlements, particularly within emerging Global South megaregions (GSMs), is not well documented. Employing an urban-rural gradient (URG) approach, we investigate built-up land dynamics across six representative emerging GSMs spanning 1985–2020, contextualizing our findings within urbanization theory and sustainable development discourse. Our analysis reveals that urban center growth and peri-urbanization drive a substantial proportion of built-up land expansion (36.47% and 27.39%, respectively), in contrast to the minimal increases observed in rural clusters and semi-dense areas (2.48% and 2.44%, respectively). The predominant expansion mode is sprawling growth, notably evident in peripheral areas, while densifying growth is mainly confined to urban centers and mostly uninhabited areas. Sprawling shrinkage is observed in dense and semi-dense urban areas, as well as rural clusters. These nuanced dynamics illustrate the varied ways in which regional territories engage with and are shaped by the urbanization process. Through the lens of the URG analysis, our study enhances understanding of spatial transformations in the GSMs, offering informative insights for fostering sustainable cities and human settlements.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103419"},"PeriodicalIF":4.0,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142241525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accessibility and satisfaction with daily commute: Does subjective perception in accordance with objective measurement? 日常通勤的可达性和满意度:主观感受是否与客观测量相符?
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-16 DOI: 10.1016/j.apgeog.2024.103417
Xingchuan Gao , Tao Li , Dong Wei
{"title":"Accessibility and satisfaction with daily commute: Does subjective perception in accordance with objective measurement?","authors":"Xingchuan Gao ,&nbsp;Tao Li ,&nbsp;Dong Wei","doi":"10.1016/j.apgeog.2024.103417","DOIUrl":"10.1016/j.apgeog.2024.103417","url":null,"abstract":"<div><p>Although many scholars have revealed daily commuting satisfaction is related to both psychological factors and travel quality and efficiency under objective travel environment, few studies have investigated the relationship between accessibility and satisfaction. To fill this research gap, this paper explores whether accessibility is in accordance with satisfaction with daily commute (SWDC), and the dominant factors influencing SWDC in different time periods. Given the important objective role of accessibility, this paper used 1512 valid questionnaire data and API traffic big data from Xi'an, China, and employed the Satisfaction with Travel Scale (STS) covering three domains, and hierarchical regression methods to calculate the cumulative opportunity accessibility for four transport modes (walking, cycling, car, and public transport [PT]). The results show that the accessibility of the four transport modes was consistent with SWDC within 20-min. There were significant changes in car and PT within 40- and 60-min traffic circles; however, accessibility and SWDC results for these two modes were inconsistent. Furthermore, we found that travel attitude had the greatest impact on SWDC for walking and cycling within 20 min. Analysis of SWDC for car and PT in three time periods (i.e., 20 min, 20–40 min, and 40–60 min) showed that SWDC with car travel was only significantly affected by the built environment within 20–40 min, whereas travel characteristics played a dominant role in the other two time periods. For PT, SWDC was most affected by built environment, travel characteristics, and travel-related attitude.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103417"},"PeriodicalIF":4.0,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142241524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Disaggregating census data for population mapping using a Bayesian Additive Regression Tree model 利用贝叶斯加性回归树模型分解人口普查数据以绘制人口分布图
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-14 DOI: 10.1016/j.apgeog.2024.103416
Ortis Yankey, Chigozie E. Utazi, Christopher C. Nnanatu, Assane N. Gadiaga, Thomas Abbot, Attila N. Lazar, Andrew J. Tatem
{"title":"Disaggregating census data for population mapping using a Bayesian Additive Regression Tree model","authors":"Ortis Yankey,&nbsp;Chigozie E. Utazi,&nbsp;Christopher C. Nnanatu,&nbsp;Assane N. Gadiaga,&nbsp;Thomas Abbot,&nbsp;Attila N. Lazar,&nbsp;Andrew J. Tatem","doi":"10.1016/j.apgeog.2024.103416","DOIUrl":"10.1016/j.apgeog.2024.103416","url":null,"abstract":"<div><p>Population data is crucial for policy decisions, but fine-scale population numbers are often lacking due to the challenge of sharing sensitive data. Different approaches, such as the use of the Random Forest (RF) model, have been used to disaggregate census data from higher administrative units to small area scales. A major limitation of the RF model is its inability to quantify the uncertainties associated with the predicted populations, which can be important for policy decisions. In this study, we applied a Bayesian Additive Regression Tree (BART) model for population disaggregation and compared the result with a RF model using both simulated data and the 2021 census data for Ghana. The BART model consistently outperforms the RF model in out-of-sample predictions for all metrics, such as bias, mean squared error (MSE), and root mean squared error (RMSE). The BART model also addresses the limitations of the RF model by providing uncertainty estimates around the predicted population, which is often lacking with the RF model. Overall, the study demonstrates the superiority of the BART model over the RF model in disaggregating population data and highlights its potential for gridded population estimates.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103416"},"PeriodicalIF":4.0,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0143622824002212/pdfft?md5=44f880423c98386303972ce33803cc16&pid=1-s2.0-S0143622824002212-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142231978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does community-based tenure prevent land grabbing? The oil palm case in Mexico 以社区为基础的土地保有权能否防止土地掠夺?墨西哥油棕榈树案例
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-14 DOI: 10.1016/j.apgeog.2024.103413
Antonio Castellanos-Navarrete, Marcela A. Colocho-Rodríguez, Nicolás Vargas-Ramírez
{"title":"Does community-based tenure prevent land grabbing? The oil palm case in Mexico","authors":"Antonio Castellanos-Navarrete,&nbsp;Marcela A. Colocho-Rodríguez,&nbsp;Nicolás Vargas-Ramírez","doi":"10.1016/j.apgeog.2024.103413","DOIUrl":"10.1016/j.apgeog.2024.103413","url":null,"abstract":"<div><p>The recent oil palm expansion has resulted in significant land losses for rural communities globally, raising concerns about food security, poverty, and the loss of common resources. This study investigates whether community-based tenure regimes in Mexico, particularly ejidos, prevent land grabbing and land concentration in oil palm producing regions. By mapping oil palm plantation types (smallholdings, mid-sized and large-scale plantations) across major land tenure regimes (ejido, communal and private property) using high spatial resolution imagery from Google Earth and ESRI/Maxar, we explore the relationship between tenure forms and land concentration. Our findings suggest that ejido lands largely prevents land grabbing by oil palm, although neoliberal reforms have favored land concentration, especially under private tenured land (southern Campeche) but also in some ejidos facing illegal land-based investments (Lacandon rainforest). This research contributes to broader debates on oil palm, tenure regimes and land grabbing, highlighting the need for land tenure policies that protect rural communities from industrial plantation encroachments.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103413"},"PeriodicalIF":4.0,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142231979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping and measuring neighbourhood social media groups. The case of facebook 绘制和测量邻里社交媒体群体。facebook 案例
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-13 DOI: 10.1016/j.apgeog.2024.103415
Renee Zahnow , Jeremy Verrier , Sam Hames , Jonathan Corcoran
{"title":"Mapping and measuring neighbourhood social media groups. The case of facebook","authors":"Renee Zahnow ,&nbsp;Jeremy Verrier ,&nbsp;Sam Hames ,&nbsp;Jonathan Corcoran","doi":"10.1016/j.apgeog.2024.103415","DOIUrl":"10.1016/j.apgeog.2024.103415","url":null,"abstract":"<div><p>Social media is a pervasive part of everyday life. Neighbourhood social media are important community orientated structures that serve as digital platforms where local residents can connect with neighbours, exchange information, and share resources. The current study details an analytic framework to systematically capture, measure and map neighbourhood social media (Facebook groups) presence for a large metropolitan region, Brisbane, Australia. Further through modelling we reveal how socially organised communities acquire a higher number of neighbourhood-based social media groups while socially disorganised communities tend to have social media groups associated with crime or crime watch. We also unveil important spatial patterns with more neighbourhood-based social media groups located in coastal areas that are associated with tourism, leisure activities and recreational pursuits. Our findings demonstrate that neighbourhood-based social media is an important component of community social infrastructure and can support collective capacity to respond to problems. Our hope is that our approach can be replicated in other situational and cultural contexts to assemble a growing set of comparative studies through which the spatial distribution of locality-based social media can be assessed.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103415"},"PeriodicalIF":4.0,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0143622824002200/pdfft?md5=e681f23d170dd64b7cefe9a2da4546bb&pid=1-s2.0-S0143622824002200-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142229375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying the determinants of E-commerce offerings among grocery store locations in the United States: A spatial econometric analysis 确定美国杂货店所在地提供电子商务服务的决定因素:空间计量经济学分析
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-12 DOI: 10.1016/j.apgeog.2024.103418
Connor Reed PhD
{"title":"Identifying the determinants of E-commerce offerings among grocery store locations in the United States: A spatial econometric analysis","authors":"Connor Reed PhD","doi":"10.1016/j.apgeog.2024.103418","DOIUrl":"10.1016/j.apgeog.2024.103418","url":null,"abstract":"<div><p>This paper leverages store location data and analysis software from retail industry vendors to analyze the unique geographies of electronic commerce (e-commerce) offerings among major grocery chains in the United States. Join-Count statistics are calculated to identify patterns of clustering among offerings, and a spatial probit model is implemented to regress various trade area characteristics on a given grocery banner's decision to offer some form of e-commerce (pickup, delivery, or both) or no offering at a given store location. A regional case study of the Southeastern United States demonstrates how model results can shift based on scale, pointing to unique regional dynamics that deviate from broader national trends. This analysis carries implications for location planning and competitive defense strategies in the grocery industry, and also establishes avenues for future research.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103418"},"PeriodicalIF":4.0,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142173856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring spatiotemporal dynamics, seasonality, and time-of-day trends of PM2.5 pollution with a low-cost sensor network: Insights from classic and spatially explicit Markov chains 利用低成本传感器网络探索 PM2.5 污染的时空动态、季节性和天时趋势:经典马尔可夫链和空间显式马尔可夫链的启示
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-10 DOI: 10.1016/j.apgeog.2024.103414
Michael Biancardi , Yuye Zhou , Wei Kang , Ting Xiao , Tony Grubesic , Jake Nelson , Lu Liang
{"title":"Exploring spatiotemporal dynamics, seasonality, and time-of-day trends of PM2.5 pollution with a low-cost sensor network: Insights from classic and spatially explicit Markov chains","authors":"Michael Biancardi ,&nbsp;Yuye Zhou ,&nbsp;Wei Kang ,&nbsp;Ting Xiao ,&nbsp;Tony Grubesic ,&nbsp;Jake Nelson ,&nbsp;Lu Liang","doi":"10.1016/j.apgeog.2024.103414","DOIUrl":"10.1016/j.apgeog.2024.103414","url":null,"abstract":"<div><p>Fine particulate matter (PM<sub>2.5</sub>) is a major health and environmental concern, with significant spatiotemporal dynamics in urban areas. Low-cost air quality sensor (LCS) networks offer a paradigm-changing opportunity to acquire high spatiotemporal resolution data, revealing the urban pollution landscape with sufficient detail for effective policymaking and health assessment. This study advances geospatial air quality research by using classic and spatial Markov chains to analyze the seasonality and intra-daily variations of PM<sub>2.5</sub> using LCS data. Results highlight distinctive PM<sub>2.5</sub> seasonality, with the “Good” state predominating in summer and being least common in winter. Midday is the peak period for the “Good” state, while mornings and nights have poorer conditions, suggesting a need for stricter pollution control during evening traffic rush hours. Notably, the impact of temporal scale on spatial Markov analysis is substantial, showing a broader range of air pollution states, increased stability, and reduced variation between time intervals compared to daily assessments. Site-level analysis reveals that rural sites are more likely to maintain “Good” state and less likely to transition out of it. Overall, this study highlights the effectiveness of high spatiotemporal resolution data and demonstrates the capacity of Markov chains to reveal nuances in phenomena such as air pollution.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103414"},"PeriodicalIF":4.0,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0143622824002194/pdfft?md5=b8c899f09d1dcddd75ec1a31f5263aa7&pid=1-s2.0-S0143622824002194-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142164424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analyzing urban traffic crash patterns through spatio-temporal data: A city-level study using a sparse non-negative matrix factorization model with spatial constraints approach 通过时空数据分析城市交通事故模式:使用带有空间约束的稀疏非负矩阵因式分解模型的城市级研究
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-07 DOI: 10.1016/j.apgeog.2024.103402
Jieling Jin , Pan Liu , Helai Huang , Yuxuan Dong
{"title":"Analyzing urban traffic crash patterns through spatio-temporal data: A city-level study using a sparse non-negative matrix factorization model with spatial constraints approach","authors":"Jieling Jin ,&nbsp;Pan Liu ,&nbsp;Helai Huang ,&nbsp;Yuxuan Dong","doi":"10.1016/j.apgeog.2024.103402","DOIUrl":"10.1016/j.apgeog.2024.103402","url":null,"abstract":"<div><p>Urban traffic crashes represent a significant challenge affecting public safety and urban mobility worldwide. This study introduces a novel application of Sparse Non-negative Matrix Factorization with spatial constraints to analyze spatio-temporal patterns of traffic crashes at a city level. Using comprehensive crash data from Denver and Manhattan during 2020, we developed and validated a model capable of capturing distinct temporal dynamics and spatial distributions of traffic crashes. Unlike traditional methods, our approach integrates sparsity and spatial constraints, enhancing the model's ability to handle the inherent sparsity and geographical dependencies found in urban traffic data. The results demonstrate the model's effectiveness in identifying high-risk areas and times, providing actionable insights that can inform urban planning and targeted safety interventions. The study underscores the potential of advanced data-driven techniques in urban traffic analysis and contributes to the broader efforts of improving traffic safety through informed decision-making and policy development.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103402"},"PeriodicalIF":4.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142147512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scrutinizing the cultural ecosystem services of Chinese Classical Gardens: A novel deep learning approach based on online reviews from a multisensory perspective 研究中国古典园林的文化生态系统服务:基于多感官视角在线评论的新型深度学习方法
IF 4 2区 地球科学
Applied Geography Pub Date : 2024-09-05 DOI: 10.1016/j.apgeog.2024.103404
Jiangyue Zhang, Yun Luo, Haojie Cao, Shiliang Su
{"title":"Scrutinizing the cultural ecosystem services of Chinese Classical Gardens: A novel deep learning approach based on online reviews from a multisensory perspective","authors":"Jiangyue Zhang,&nbsp;Yun Luo,&nbsp;Haojie Cao,&nbsp;Shiliang Su","doi":"10.1016/j.apgeog.2024.103404","DOIUrl":"10.1016/j.apgeog.2024.103404","url":null,"abstract":"<div><p>The cultural ecosystem services (CESs) -related studies for decades have centered on the visual connotations of human perceptions rather than incorporating the other sensory experiences. This paper works to narrow the research gaps through scrutinizing the CESs of Chinese Classical Gardens from a multisensory perspective. We first demonstrate a qualitative phenomenological approach to conceptualizing the CES typologies of Chinese Classical Gardens, and then propose a novel deep learning approach to measuring their CESs based on online reviews from the lens of five senses. Following, the inter-relationships among the CESs are examined using co-occurrence network analysis. Results show that the CESs typologies of Chinese Classical Gardens include 7 main categories and 21 minor classes. Among them, the visual perception based CESs make up the highest proportion, but a noteworthy proportion of hearing, touch and taste based CESs is also observed. Additionally, the visual perception based CESs and auditory perception based CESs generally present higher centrality within the networked typology. Based on the discoveries, we finally discuss implications for landscape management. This paper foregrounds the effectiveness and feasibility of scrutinizing CESs from a multisensory perspective, and adds fuels to unpack the full spectrum of CESs for the geographical community.</p></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"172 ","pages":"Article 103404"},"PeriodicalIF":4.0,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142147657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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