Asia-Pacific Journal of Regional Science最新文献

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Heterogeneous effects of climate and socioeconomic factors on wheat and maize production in Madhya Pradesh, India: evidence from Just and Pope production function 气候和社会经济因素对印度中央邦小麦和玉米生产的异质性影响:来自Just和Pope生产函数的证据
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-08-08 DOI: 10.1007/s41685-025-00394-6
Aaqif Rashid Lone, Biswajit Patra
{"title":"Heterogeneous effects of climate and socioeconomic factors on wheat and maize production in Madhya Pradesh, India: evidence from Just and Pope production function","authors":"Aaqif Rashid Lone,&nbsp;Biswajit Patra","doi":"10.1007/s41685-025-00394-6","DOIUrl":"10.1007/s41685-025-00394-6","url":null,"abstract":"<div><p>Changes in the effects of climate on agricultural yield are becoming common in the literature. The present study investigated how both climatic and socioeconomic variables affect means and variations in crop yield. We examined factors that affect the yields of two major crops, wheat and maize, cultivated in different seasons in Madhya Pradesh, India. For empirical analysis, we employed the Just and Pope production function, covering the period from 1999 to 2017 based on the latest district-level available data of Madhya Pradesh. An increase in rainfall enhanced the mean yield of both crops in Central India, showing the yield of these crops is highly dependent on rainfall. Average temperature and number of extreme cold days adversely affected the wheat yield in the region. Furthermore, an increase in fertilizer consumption raised mean crop yield, but it was not uniform, because this leads to an increase in variation of crop yields. The findings also confirmed the presence of an inverted ‘U’-shaped relationship between the mean maize yield and rainfall. However, there was a ‘U’ shaped relationship between mean wheat yield and temperature. Surprisingly, irrigation showed a differential impact on mean yield in different seasons. Normally, irrigation is a risk reducing input and diminishes variance in yields. These results provide policy insights to state and local governments for adaptation measures against climate change to protect the mean yield and control variations in yield of these major crops in the central part of India.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"807 - 830"},"PeriodicalIF":1.7,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Cross‑border shopping, E‑commerce, and consumption tax revenues in Japan 更正:日本的跨境购物、电子商务和消费税收入
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-07-23 DOI: 10.1007/s41685-025-00389-3
Yoshimi Adachi, Hikaru Ogawa
{"title":"Correction: Cross‑border shopping, E‑commerce, and consumption tax revenues in Japan","authors":"Yoshimi Adachi,&nbsp;Hikaru Ogawa","doi":"10.1007/s41685-025-00389-3","DOIUrl":"10.1007/s41685-025-00389-3","url":null,"abstract":"","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"903 - 904"},"PeriodicalIF":1.7,"publicationDate":"2025-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of information and communication technology, human development, military expenditures, and renewable energy on environmental quality in the Middle East and North Africa Region 信息和通信技术、人类发展、军事开支和可再生能源对中东和北非区域环境质量的影响
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-07-20 DOI: 10.1007/s41685-025-00390-w
Wadad Saad, Farah Boussi
{"title":"Influence of information and communication technology, human development, military expenditures, and renewable energy on environmental quality in the Middle East and North Africa Region","authors":"Wadad Saad,&nbsp;Farah Boussi","doi":"10.1007/s41685-025-00390-w","DOIUrl":"10.1007/s41685-025-00390-w","url":null,"abstract":"<div><p>In the context of rising climate pressures, the Middle East and North Africa (MENA) Region is confronted with the challenge of reconciling its high economic growth with environmental sustainability. Despite sustained global efforts toward achieving Sustainable Development Goal 13 (climate action), most countries in the region are still hampered by resource dependency, a lack of effective policy implementation, and ongoing ecological pressures. This paper looks at how information and communication technology (ICT), human development (HD), military expenditures (ME), and renewable energy (REC) affect the environmental quality (ENQ) based on three indicators, i.e., carbon dioxide emissions (CO<sub>2</sub>e), ecological footprint (EFP) and greenhouse gas emissions (GHGe) in ten MENA countries between 2001 and 2022 within the Environmental Kuznets Curve (EKC) framework. Employing the Pooled Mean Group (PMG) estimation model, the results show that although ME and NREC worsen the environment by increasing CO<sub>2</sub>e, HD, ICT and REC improve ENQ by reducing CO<sub>2</sub>e in the long run. However, HD, ICT, REC, NREC and FDI worsen the environment by increasing EFP, while ICT improves the environment by mitigation. Meanwhile, HD, ME and REC decrease GHGe, while ICT and NREC increase them. Furthermore, all three models support the EKC hypothesis in the MENA Region. Based on the overall findings, MENA nations must establish a conducive policy framework by adopting green growth strategies, promoting clean energy, leveraging ICT for sustainability, integrating eco-friendly practices into military operations, and allocating defense budgets to environmental initiatives, all of which are crucial for advancing climate action in the region.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"773 - 805"},"PeriodicalIF":1.7,"publicationDate":"2025-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Socioeconomic determinants of coffee intake: a multi-regional analysis 咖啡摄入量的社会经济决定因素:多地区分析
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-07-16 DOI: 10.1007/s41685-025-00393-7
Md. Mominul Islam, Sabrina Islam
{"title":"Socioeconomic determinants of coffee intake: a multi-regional analysis","authors":"Md. Mominul Islam,&nbsp;Sabrina Islam","doi":"10.1007/s41685-025-00393-7","DOIUrl":"10.1007/s41685-025-00393-7","url":null,"abstract":"<div><p>Coffee is one of the most widely consumed beverages globally, with its consumption influenced by socio-economic factors, such as income levels, pricing, and regional preferences. This study examined the relationships between income and coffee consumption across different regions to analyze whether coffee behaves as a normal good. Using an unbalanced panel dataset from 53 countries, we incorporated key economic variables including Gross Domestic Product (GDP) per capita, coffee and tea consumption, and the prices of ground coffee and tea. A fixed-effects regression model was employed to assess the impact of income variations on coffee intake. The findings revealed significant regional disparities. For the European and African &amp; Middle Eastern Regions, income showed a positive effect on coffee consumption when grouped with all variables. For the Asia–Pacific (APAC) and American regions, income within the regression showed no statistical significance whatsoever. Therefore, income appears, for half the regions, to be significant in determining coffee consumption, i.e., the more money one has, the more coffee they are able to consume, which reiterates that coffee is a normal good. These results contribute to the existing literature by providing a comparative regional analysis of income-driven coffee consumption. The findings also have practical implications for coffee producers, policymakers, and businesses seeking to understand market demands. Understanding regional coffee trends can support demand forecasting and pricing strategies. However, future studies should also examine consumer behavior and marketing dynamics. </p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"869 - 902"},"PeriodicalIF":1.7,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Urban air quality modeling and health impact analysis using geospatial methods and machine learning algorithms 使用地理空间方法和机器学习算法的城市空气质量建模和健康影响分析
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-07-09 DOI: 10.1007/s41685-025-00387-5
Chetan Rathod, Aneesh Mathew, Abhilash T. Nair
{"title":"Urban air quality modeling and health impact analysis using geospatial methods and machine learning algorithms","authors":"Chetan Rathod,&nbsp;Aneesh Mathew,&nbsp;Abhilash T. Nair","doi":"10.1007/s41685-025-00387-5","DOIUrl":"10.1007/s41685-025-00387-5","url":null,"abstract":"<div><p>This study utilized geospatial techniques and machine learning (ML) algorithms, viz. Random Forest and XGBoost, for predicting the air quality and the AirQ+ model for assessing health risks in urban environments. We analyzed the annual variations in sulfur dioxide (SO<sub>2</sub>) and nitrogen dioxide (NO<sub>2</sub>) levels of five Indian metropolitan cities from 2019 to 2022. Preliminary analysis indicated the highest levels of NO<sub>2</sub> and SO<sub>2</sub> in Delhi and Kolkata as compared to other metropolises. Kolkata had an 11% increase in SO<sub>2</sub> concentrations in 2022 compared to 2019, while Delhi had a 20% increase in NO<sub>2</sub> concentrations in 2022 compared to 2019. The air pollutant levels predicted by ML algorithms were analyzed in the AirQ+ model for health risks. The health impact assessment conducted using the AirQ+ model revealed concerning trends. In 2023, particulate matter (PM<sub>2.5</sub>) was attributed to 20.26% of respiratory disease cases per 100,000 population in Delhi, followed by NO<sub>2</sub>, accounting for 11.01%. In Kolkata, SO<sub>2</sub> was responsible for 3.21% of respiratory disease cases. By implementing this approach, policymakers can estimate the air pollution levels and potential respiratory disease health risks. This knowledge can help them formulate targeted interventions, such as implementing pollution control measures, managing health risks, and issuing health advisories, to protect public health and improve air quality in cities.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"693 - 731"},"PeriodicalIF":1.7,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evidence of the effects of ethnic diversity, years of residence, and location on migrant bridging, bonding, and linking, social capital: a New Zealand synthesis 种族多样性、居住年限和地点对移民桥梁、纽带和联系、社会资本的影响的证据:新西兰综合
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-06-29 DOI: 10.1007/s41685-025-00386-6
Matthew Roskruge, Jacques Poot
{"title":"Evidence of the effects of ethnic diversity, years of residence, and location on migrant bridging, bonding, and linking, social capital: a New Zealand synthesis","authors":"Matthew Roskruge,&nbsp;Jacques Poot","doi":"10.1007/s41685-025-00386-6","DOIUrl":"10.1007/s41685-025-00386-6","url":null,"abstract":"<div><p>New Zealand has one of the highest immigration rates in the developed world, resulting in a high share of foreign-born residents. Its population is highly urbanized, spatially uneven, ethnically diverse, and includes a significant indigenous Māori population. This paper synthesizes two decades of research on migrant social capital in New Zealand, drawing on data from multiple waves of the New Zealand General Social Survey and the Adult Literacy and Life Skills Survey. These datasets provide insights into community participation, volunteering, perceptions of safety and inclusion, and electoral engagement. We draw two main conclusions from our synthesis. First, although migrants arrive with limited local social capital, they gradually build bonding, bridging, and linking, social capital over time. In addition, reported experiences of discrimination decline with longer residence. However, pooled survey data reveal variation in these patterns across time. Second, social capital investment is shaped by the spatial distribution of ethnic groups. Migrants are more likely to engage in bridging social capital in regions where their group is underrepresented, and in bonding social capital in communities where ethnic clustering occurs.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"831 - 867"},"PeriodicalIF":1.7,"publicationDate":"2025-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s41685-025-00386-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tanneries in Kanpur, India, water pollution in the Ganges, and unitization 印度坎普尔的制革厂,恒河的水污染和统一
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-06-25 DOI: 10.1007/s41685-025-00383-9
Amitrajeet A. Batabyal
{"title":"Tanneries in Kanpur, India, water pollution in the Ganges, and unitization","authors":"Amitrajeet A. Batabyal","doi":"10.1007/s41685-025-00383-9","DOIUrl":"10.1007/s41685-025-00383-9","url":null,"abstract":"<div><p>We analyzed water pollution in the Ganges River caused by tanneries in Kanpur, India. Specifically, we examined the merits of a claim made recently in the literature that unitizing or merging polluting tanneries can improve water quality in the Ganges. We modeled the <span>(nge 2)</span> polluting tanneries in Kanpur as a Cournot oligopoly and derived the equilibrium output of leather, profits, and social welfare. Second, we permitted <span>(m&lt;n)</span> tanneries to merge and determined when the <span>(m)</span>-tannery unitization is profitable to the unitized entity. Third, the <span>((n-m))</span> non-unitized tanneries were better off with unitization. Finally, our findings demonstrated that <span>(m)</span>-tannery unitization increases the industry price of leather and lowers social welfare. In conclusion, we discuss the implications of these findings for improved water quality in the Ganges.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"733 - 742"},"PeriodicalIF":1.7,"publicationDate":"2025-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s41685-025-00383-9.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the impacts of economic growth, stringent environmental policies, renewable energy, and non-renewable energy on environmental sustainability in G-7 economies: Insights from the Method of Moments Quantile Regression 评估七国集团经济增长、严格的环境政策、可再生能源和不可再生能源对环境可持续性的影响:矩量分位数回归方法的见解
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-06-24 DOI: 10.1007/s41685-025-00388-4
Huri Gül Aybudak, Waqar Khalid, Muhammad Usman, Mehdi Seraj, Abdul Rafay, Qazi Shahzad Ali
{"title":"Assessing the impacts of economic growth, stringent environmental policies, renewable energy, and non-renewable energy on environmental sustainability in G-7 economies: Insights from the Method of Moments Quantile Regression","authors":"Huri Gül Aybudak,&nbsp;Waqar Khalid,&nbsp;Muhammad Usman,&nbsp;Mehdi Seraj,&nbsp;Abdul Rafay,&nbsp;Qazi Shahzad Ali","doi":"10.1007/s41685-025-00388-4","DOIUrl":"10.1007/s41685-025-00388-4","url":null,"abstract":"<div><p>Amid growing concerns about global environmental sustainability, increasing attention has been directed toward the relationships between economic growth, stringent environmental policies, and energy consumption patterns. However, a critical gap remains in understanding how these factors collectively influence environmental sustainability in G-7 economies. This empirical study sought to bridge this gap by examining the heterogenous effects of economic growth, environmental policy stringency, energy intensity, foreign direct investment, renewable energy consumption, and non-renewable energy consumption on environmental sustainability. Load capacity factors were employed as an innovative metric to assess ecological demands relative to biocapacity. Utilizing a non-parametric Method of Moments Quantile Regression (MMQR) approach on panel data spanning 1993–2023, the findings revealed that environmental policy stringency, energy intensity, renewable energy consumption, and foreign direct investment have positive and significant impacts on environmental sustainability across heterogenous quantiles. Conversely, economic growth and non-renewable energy consumption exerted negative and significant influences on environmental sustainability across most quantiles. In conclusion, we recommend prioritizing policies that promote a transition from non-renewable to renewable energy sources through incentives such as tax reductions and subsidies. Additionally, increased investments in green technologies and enforcement of stringent environmental regulations, including carbon taxes on excessive greenhouse gas emissions, are needed to enhance environmental sustainability in the G-7 economies.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"743 - 772"},"PeriodicalIF":1.7,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
One Kazakhstan, multiple nations: on a growing regional divide amidst economic dynamism 一个哈萨克斯坦,多个国家:在经济活力中日益扩大的地区鸿沟
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-06-17 DOI: 10.1007/s41685-025-00385-7
Andrés Rodríguez-Pose, Federico Bartalucci, Genadiy Rau
{"title":"One Kazakhstan, multiple nations: on a growing regional divide amidst economic dynamism","authors":"Andrés Rodríguez-Pose,&nbsp;Federico Bartalucci,&nbsp;Genadiy Rau","doi":"10.1007/s41685-025-00385-7","DOIUrl":"10.1007/s41685-025-00385-7","url":null,"abstract":"<div><p>This article provides a comprehensive analysis of the growing regional divide in Kazakhstan, examining the dimensions and implications of spatial inequality in a country that has experienced robust economic growth in recent decades. We employ convergence analysis, a Regional Development Trap Index, and a Regional Competitiveness Index to measure territorial inequalities across Kazakhstan. Our findings reveal that whilst the country has achieved relatively rapid aggregate economic growth, this has been accompanied by a widening territorial divide. Wealth and economic activities are becoming increasingly concentrated in major urban centres, such as Almaty and Astana, whilst other regions—particularly those in the south—continue to lag significantly behind. These results highlight an increasingly polarised nation, where certain regions benefit from economic dynamism and Kazakhstan’s international integration, whilst others remain trapped in low-growth equilibria. The article concludes by offering targeted policy recommendations aimed at promoting inclusive growth, enhancing regional competitiveness, and reducing spatial disparities throughout Kazakhstan.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"629 - 651"},"PeriodicalIF":1.7,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s41685-025-00385-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing spatio-temporal patterns of urban growth using geospatial techniques: Kamrup Metropolitan District, Assam, India 利用地理空间技术评估城市增长的时空格局:印度阿萨姆邦Kamrup大都市区
IF 1.7
Asia-Pacific Journal of Regional Science Pub Date : 2025-06-11 DOI: 10.1007/s41685-025-00384-8
Pixi Gogoi, Jimmi Debbarma
{"title":"Assessing spatio-temporal patterns of urban growth using geospatial techniques: Kamrup Metropolitan District, Assam, India","authors":"Pixi Gogoi,&nbsp;Jimmi Debbarma","doi":"10.1007/s41685-025-00384-8","DOIUrl":"10.1007/s41685-025-00384-8","url":null,"abstract":"<div><p>This study aimed to assess urban growth in the Kamrup Metropolitan District by utilizing geospatial techniques. Additionally, it examined the alignment of observed urban growth patterns in the region with the diffusion-coalescence hypothesis and three-growth-mode theory. To analyze these dynamics, it is essential to assess how land is utilized. Therefore, this study classified land use and land cover, then evaluated urban landscape dynamics through the zone-wise distribution of built-up areas, and computed Shannon’s entropy alongside landscape metrics such as Number of Patches (NP), Largest Patch Index (LPI), Edge Density (ED), Mean Euclidean Nearest Neighbor Distance (ENN_MN), Contagion (CONTAG), and Shannon’s Diversity Index (SHDI). Furthermore, we delineated urban growth typologies using the Landscape Expansion Index (LEI) and compared the results of each technique with the established urban growth theories. Results indicated that the built-up area increased from 40.97 km<sup>2</sup> in 1990 to 183.86 km<sup>2</sup> by 2024, with burgeoning sprawl predominantly occurring in peripheral buffer zones further away from the urban core. This revealed a dual growth trajectory: the urban core demonstrated coalescence through infilling, while peripheral regions experienced urban sprawl, marked by increased dispersion and outlying growth as indicated by a Shannon entropy value exceeding 0.5. Landscape metrics further elucidated these dynamics with increases in ENN_MN and LPI reflecting clustering in core areas, whereas increases in NP, LPI, ED, SHDI, and decreased in CONTAG suggesting dispersion in peripheral areas. Thus, diffusion and coalescence occurred simultaneously. These results provide empirical insights into urban growth patterns to aid policymakers in urban planning.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 3","pages":"653 - 691"},"PeriodicalIF":1.7,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145005508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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