Exploring meteorological droughts' spatial patterns across Europe through complex network theory

被引:5
|
作者
Giaquinto, Domenico [2 ]
Marzocchi, Warner [1 ,2 ]
Kurths, Juergen [2 ,3 ,4 ]
机构
[1] Univ Naples Federico II, Dipartimento Sci Terra Ambiente & Risorse, Naples, Italy
[2] Scuola Super Meridionale, Modeling & Engn Risk & Complex, Naples, Italy
[3] Potsdam Inst Climate Impact Res, Res Domain Complex Sci 4, Potsdam, Germany
[4] Humboldt Univ, Dept Phys, Berlin, Germany
关键词
CLIMATE-CHANGE; PRECIPITATION; TELECONNECTIONS; SUBGRAPH; EVENTS;
D O I
10.5194/npg-30-167-2023
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In this paper we investigate the spatial patterns and features of meteorological droughts in Europe using concepts and methods derived from complexnetwork theory. Using event synchronization analysis, we uncover robust meteorological drought continental networks based on the co-occurrence ofthese events at different locations within a season from 1981 to 2020 and compare the results for four accumulation periods of rainfall. Eachcontinental network is then further examined to unveil regional clusters which are characterized in terms of droughts' geographical propagation andsource-sink systems. While introducing new methodologies in general climate network reconstruction from raw data, our approach brings out keyaspects concerning drought spatial dynamics, which could potentially support droughts' forecast.
引用
收藏
页码:167 / 181
页数:15
相关论文
共 50 条
  • [1] The Complex and Spatially Diverse Patterns of Hydrological Droughts Across Europe
    Pena-Angulo, D.
    Vicente-Serrano, S. M.
    Dominguez-Castro, F.
    Lorenzo-Lacruz, J.
    Murphy, C.
    Hannaford, J.
    Allan, R. P.
    Tramblay, Y.
    Reig-Gracia, F.
    El Kenawy, A.
    WATER RESOURCES RESEARCH, 2022, 58 (04)
  • [2] Cascading spatial drought network: A complex networks approach to track propagation of meteorological droughts to agricultural droughts
    Muthuvel, Dineshkumar
    Sivakumar, Bellie
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2024, 370
  • [3] Spatial and temporal patterns of propagation from meteorological to hydrological droughts in Brazil
    Bevacqua, Alena G.
    Chaffe, Pedro L. B.
    Chagas, Vinicius B. P.
    AghaKouchak, Amir
    JOURNAL OF HYDROLOGY, 2021, 603 (603)
  • [4] Spatiotemporal patterns and propagation mechanism of meteorological droughts over Yangtze River Basin and Pearl River Basin based on complex network theory
    Gao, Chao
    Liu, Lei
    Zhang, Silong
    Xu, Yue-Ping
    Wang, Xiaoyan
    Tang, Xiongpeng
    ATMOSPHERIC RESEARCH, 2023, 292
  • [5] Perception of complex Glass patterns through spatial summation across unique frames
    Roccato, Marco
    Campana, Gianluca
    Vicovaro, Michele
    Donato, Rita
    Pavan, Andrea
    VISION RESEARCH, 2024, 216
  • [6] Spatial variation in fertility across Europe: Patterns and determinants
    Campisi, Nicholas
    Kulu, Hill
    Mikolai, Julia
    Kluesener, Sebastian
    Myrskylae, Mikko
    POPULATION SPACE AND PLACE, 2020, 26 (04)
  • [7] Spatial and temporal patterns of large-scale droughts in Europe: Model dispersion and performance
    Tallaksen, Lena M.
    Stahl, Kerstin
    GEOPHYSICAL RESEARCH LETTERS, 2014, 41 (02) : 429 - 434
  • [8] Spatial–temporal changes in meteorological and agricultural droughts in Northeast China: change patterns, response relationships and causes
    Chong Du
    Jiashuo Chen
    Tangzhe Nie
    Changlei Dai
    Natural Hazards, 2022, 110 : 155 - 173
  • [9] Investigating the spatial propagation patterns of meteorological drought events and underlying mechanisms using complex network theory: A case study of the Yangtze River Basin, China
    Liu, Lei
    Gao, Chao
    Zhu, Zhanliang
    Zhang, Silong
    Tang, Xiongpeng
    CLIMATE DYNAMICS, 2024, 62 (08) : 8035 - 8055
  • [10] Unveiling pollutants in Sonipat district, Haryana: Exploring seasonal, spatial and meteorological patterns
    Diksha
    Kumari, Maya
    Mishra, Varun Narayan
    Kumar, Deepak
    Kumar, Pradeep
    Abdo, Hazem Ghassan
    PHYSICS AND CHEMISTRY OF THE EARTH, 2024, 135