ARTÍCULO
TITULO

The Temporal and Spatial Evolution of Marathons in China from 2010 to 2018

Yifan Zuo    
Liye Zou    
Mu Zhang    
Lee Smith    
Lin Yang    
Paul D. Loprinzi and Zhanbing Ren    

Resumen

The purpose of this study is to explore the spatial distribution pattern and influencing factors of the Chinese marathon. Geographic Information System (GIS) related spatial analysis tools were used to calculate the following?averaged nearest neighbor index, nuclear density analysis and hot spot analysis among others. The spatial distribution evolution characteristics and the influencing factors of eighteen Chinese marathon events in 2010, 129 in 2015 and 342 in 2018 were analyzed. The results show that (a) in 2010 the nearest neighbor ratio was 1.164714, Moran?s I was -0.010165 (type: Random), in 2015 it was 0.502146, Moran?s I was 0.066267 (type: Clustered) and in 2018 it was 0.531149 and Moran?s I was 0.083485 (type: Clustered); (b) in 2010 there was a 333.6 km search radius; the core circle of the Yangtze River Delta was adopted. In 2015 and 2018, a search radius of 556 km was adopted, which was respectively obtained from the core circle of the Yangtze River Delta, the core circle of Beijing-Tianjin-Hebei and the core circle of East China; (c) according to the Z-value data, East China and North China in 2015 passed 95% confidence in five provinces and municipal hot spots, passed 90% confidence in three hot spots and passed 95% confidence in Chongqing Cold Point. In 2018, East China, North China, Central Region and eight other provinces and cities? hot spots passed 95% confidence, four hot spots passed 90% confidence, the Tibet Autonomous Region cold spot passed 90% confidence. Conclusion: The overall distribution of marathon events is greater in the eastern region than the western region, greater in the southern region than the northern region and greater in coastal regions than the inland regions; the nuclear density distribution has spread from the Yangtze River Delta mononuclear circle in 2010 to the core circle of the entire East China region. Moreover, it spread to North China, Central China and South China; the distribution of hot spots spread from Shanghai, Jiangsu and Zhejiang to the entire North China and East China regions. During the past thirty-eight years of development of the Chinese marathon, it has been divided into three stages due to different political, economic and social environments.

 Artículos similares

       
 
Katarzyna Kocur-Bera and Szymon Czyza    
Green energy production has become a common and recognized method of electricity generation. Giving up reliance on non-renewable energy sources is an important trend in the economies of many countries. The paper presents an analysis of the impact of indi... ver más

 
Fernando Maliti Chivangulula, Malik Amraoui and Mário Gonzalez Pereira    
Drought is one natural disaster with the greatest impact worldwide. Southern Africa (SA) is susceptible and vulnerable to drought due to its type of climate. In the last four decades, droughts have occurred more frequently, with increasing intensity and ... ver más
Revista: Climate

 
Nazzareno Diodato and Gianni Bellocchi    
Enhancing spatial data attributes is crucial for effective basin-scale environmental modelling and improving our understanding and management of precipitation patterns. In this study, we focused on reconstructing homogeneous areal precipitation data in t... ver más
Revista: Climate

 
Ellen Banzhaf, Henry N. Bulley, Justice Nana Inkoom and Sebastian Elze    
This perspective paper highlights the potentials, limitations, and combinations of openly available Earth observation (EO) data and big data in the context of environmental research in urban areas. The aim is to build the resilience of informal settlemen... ver más
Revista: Climate

 
Irina Zheleznova, Daria Gushchina, Zhiger Meiramov and Alexander Olchev    
The spatial and temporal variability of dryness conditions in the territory of Kazakhstan during the period 1979?2021 was investigated using monthly and hourly ERA5 reanalysis data on air temperature and precipitation as well as various aridity indices. ... ver más
Revista: Climate