Dataset List

Vol.|Area

Data Details

Dataset of Travel Resilience Spatial Differentiation Within the Sixth Ring Road of Beijing City of China (2020)


FAN Wenying1WANG Jiaoe*1HUANG Jie1
1 Institute of Geographic Sciences and Natural Resources Research,Beijing 100101,China

DOI:10.3974/geodb.2023.10.04.V1

Published:Oct. 2023

Visitors:2941       Data Files Downloaded:50      
Data Downloaded:50.98 MB      Citations:

Key Words:

travel,COVID-19 pandemic,mobile signaling data,resilience,cluster analysis

Abstract:

Travel resilience refers to the process of restoring residents' travel to the original state of balance between supply and demand, or establishing a new equilibrium state after experiencing negative disturbances. It characterizes the interaction between residents' travel, disturbances, urban space, and the transportation system in terms of process, continuity, and dynamics. The key measurement of travel resilience lies in the ability of transportation demand to recover to pre-disturbance levels or achieve a stable state during long-term coupling with the disturbance. Using the K-means clustering method and cell phone signaling data from Beijing between February and September 2020, the authors calculated the spatial differentiation dataset of travel resilience within Beijing's Sixth Ring Road. The dataset includes: (1) cluster factors and result data in points, including the unique identification ID for each 250 m grid (GID), travel recovery speed (25rate) and magnitude (29rate) under the epidemic disturbance, clustering results indicating travel toughness (Kmeans_clu); (2) kernel density values with 250 m resolution. The dataset is archived in .shp and .tif formats, and consists of 47 data files with data size of 5.32 MB (compressed to 1 file with 1.01 MB). The analysis paper based on the dataset was published at Acta Geographica Sinica, Vol. 78, No. 10, 2023.Browse

Foundation Item:

National Natural Science Foundation of China (42225106, 42121001); Youth Innovation Promotion Association of Chinese Academy of Sciences (2021049)

Data Citation:

FAN Wenying, WANG Jiaoe*, HUANG Jie. Dataset of Travel Resilience Spatial Differentiation Within the Sixth Ring Road of Beijing City of China (2020)[J/DB/OL]. Digital Journal of Global Change Data Repository, 2023. https://doi.org/10.3974/geodb.2023.10.04.V1.

FAN Wenying, HUANG Jie, WANG Jiaoe. Development of a 250-m grid dataset for travel resilience spatial differentiation within the Sixth Ring Road of Beijing (2020) [J]. Journal of Global Change Data & Discovery, 2023, 7(4): 391-398.

References:


     [1] Holling, C. S. Resilience and stability of ecological systems [J]. Annual Review of Ecology and Systematics, 1973(4): 1-23.
     [2] Bonanno, G. A. Loss, trauma, and human resilience: Have we underestimated the human capacity to thrive after extremely aversive events? [J]. The American Psychologist, 2004, 59(1): 20-28.
     [3] Olsson, L., Jerneck, A., Thoren, H., et al. Why resilience is unappealing to social science: Theoretical and empirical investigations of the scientific use of resilience [J]. Science Advances, 2015, 1(4): e1400217.
     [4] Perrings, C. Resilience and sustainable development [J]. Environment and Development Economics, 2006, 11(4): 417-427.
     [5] Zhou, K., Liu, B. Y., Fan, J. Economic resilience and recovery efficiency in the severely affected area of Ms 8.0 Wenchuan earthquake [J]. Acta Geographica Sinica, 2019, 74(10): 2078-2091.
     [6] Wei, S. M., Pan, J. H. Network structure resilience of cities at the prefecture level and above in China [J]. Acta Geographica Sinica, 2021, 76(6): 1394-1407.
     [7] Wang, W. Y., Ren, Z. R., Li, W., et al. Trade barriers, market related variety and export resilience of cities [J]. Geographical Research, 2021, 40(12): 3287-3301.
     [8] Zong, H. M., Zhang, J. M., Liu, H. M. Spatial pattern and influencing factors of China's foreign trade resilience under the COVID-19 pandemic [J]. Geographical Research, 2021,40(12): 3349-3363.
     [9] Yu, G. J., He, C. F., Zhu, S. J. Industrial cluster resilience: Technological innovation, relational governance, and market diversification [J]. Geographical Research, 2020, 39(6): 1343-1356.
     [10] Sun, J. W., Sun, X. Y. Research progress of regional economic resilience and exploration of its application in China [J]. Economic Geography, 2017, 37(10): 1-9.
     [11] Tan, J. T., Zhao, H. B., Liu, W. X., et al. Regional economic resilience and influential mechanism during economic crises in China [J]. Scientia Geographica Sinica, 2020, 40(2): 173-181.
     [12] Chen, M. Y. An international literature review of regional economic resilience: Theories and practices based on the evolutionary perspective [J]. Progress in Geography, 2017, 36(11): 1435-1444.
     [13] Hu, X. H., Dong, K., Yang, Y. An analytical framework on regional economic resilience from the perspective of evolutionary strategic coupling [J]. Geographical Research, 2021, 40(12): 3272-3286.
     [14] Yang, X. P., Wang, L. K., Li, Y. B., et al. Review and prospects of resilient city theory [J]. Geography and Geo- Information Science, 2021, 37(6): 78-84.
     [15] Huang, X. J., Huang, X. Resilient city and its planning framework [J]. City Planning Review, 2015, 39(2): 50-56.
     [16] Qian, S. H., Xu, G. Q., Shen, Y., et al. An exploration about the path toward a resilient city for Shanghai [J]. Urban Planning Forum, 2017(S1): 109-118.
     [17] Wang, H., Ren, Y. L., Lu, S. Q., et al. Urban resilience under the guidance of ecological wisdom to deal with the threat and occurrence of flood disasters [J]. Acta Ecologica Sinica, 2016, 36(16): 4958-4960.
     [18] Sun, H. H., Zhen, F. Evaluation of urban haze disaster resilience from the perspective of residents' activity: A case study of the main urban area of Nanjing city [J]. Scientia Geographica Sinica, 2019, 39(5): 788-796.
     [19] Chen, Y., Wang, J. E., Jin, F. J. Robustness of China's air transport network from 1975 to 2017 [J]. Physica A: Statistical Mechanics and Its Applications, 2020, 539: 122876.
     [20] Chester, M., Underwood, B. S., Allenby, B., et al. Infrastructure resilience to navigate increasingly uncertain and complex conditions in the Anthropocene [J]. NPJ Urban Sustainability, 2021, 1: 4.
     [21] Hayes, S., Desha, C., Burke, M., et al. Leveraging socio-ecological resilience theory to build climate resilience in transport infrastructure [J]. Transport Reviews, 2019, 39(5): 677-699.
     [22] Davoudi, S., Brooks, E., Mehmood, A. Evolutionary resilience and strategies for climate adaptation [J]. Planning Practice and Research, 2013, 28(3): 307-322.
     

Data Product:

ID Data Name Data Size Operation
0Datapaper_TravelResilienceBeijing2020.pdf5544.00kbDownLoad
1 TravelResilienceBeijing2020.rar 1044.17KB
Co-Sponsors
Superintend