Pinpointing spatio-temporal interactions in wildfire patterns

被引:52
|
作者
Juan, P. [1 ]
Mateu, J. [1 ]
Saez, M. [2 ,3 ]
机构
[1] Univ Jaume 1, Dept Math, Castellon de La Plana 12071, Spain
[2] Univ Girona, Res Grp Stat Appl Econ & Hlth GRECS, Girona, Spain
[3] CIBER Epidemiol & Publ Hlth CIBERESP, Barcelona, Spain
关键词
Environmental covariates; Intensity; Second-order characteristics; Spatial and spatio-temporal point processes; Wildfires; SPATIAL POINT PATTERNS; INFERENCE; STATISTICS; MODELS;
D O I
10.1007/s00477-012-0568-y
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The spatial and spatio-temporal patterns of wildfire incidence and their relationship to various geographical and environmental variables are analyzed. Such relationships may be treated as components in particular point process models for wildfire activity. We show some of the techniques for the analysis of point patterns that have become available due to recent developments in point process modeling software. These developments permit convenient exploratory data analysis, model fitting, and model assessment. The discussion of these techniques is conducted jointly with and in the context of the analyses of a collection of data sets which are of considerable interest in their own right. These data sets consist of the complete records of wildfires occurred in Catalonia (north-eastern Spain) during the years 2004-2008.
引用
收藏
页码:1131 / 1150
页数:20
相关论文
共 50 条
  • [1] Pinpointing spatio-temporal interactions in wildfire patterns
    P. Juan
    J. Mateu
    M. Saez
    Stochastic Environmental Research and Risk Assessment, 2012, 26 : 1131 - 1150
  • [2] Modeling spatio-temporal wildfire ignition point patterns
    Hering, Amanda S.
    Bell, Cynthia L.
    Genton, Marc G.
    ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2009, 16 (02) : 225 - 250
  • [3] Modeling spatio-temporal wildfire ignition point patterns
    Amanda S. Hering
    Cynthia L. Bell
    Marc G. Genton
    Environmental and Ecological Statistics, 2009, 16 : 225 - 250
  • [4] SPATIO-TEMPORAL ESTIMATION OF WILDFIRE GROWTH
    Sharma, Balaji R.
    Kumar, Manish
    Cohen, Kelly
    ASME 2013 DYNAMIC SYSTEMS AND CONTROL CONFERENCE, VOL 2, 2013,
  • [5] Disentangling the factors of spatio-temporal patterns of wildfire activity in south-eastern France
    Castel-Clavera, Jorge
    Pimont, Francois
    Opitz, Thomas
    Ruffault, Julien
    Riviere, Miguel
    Dupuy, Jean-Luc
    INTERNATIONAL JOURNAL OF WILDLAND FIRE, 2023, 32 (01) : 15 - 28
  • [6] Spatio-Temporal Domains of Wildfire-Prone Teleconnection Patterns in the Western Mediterranean Basin
    Rodrigues, Marcos
    Mariani, Michela
    Russo, Ana
    Salis, Michele
    Galizia, Luiz Felipe
    Cardil, Adrian
    GEOPHYSICAL RESEARCH LETTERS, 2021, 48 (19)
  • [7] Analysis of the Spatio-temporal Patterns of Wildfire Susceptibility in Queen Elizabeth National Park (QENP) - Uganda
    Irumba, Derrick Robert
    Gidudu, Anthony
    Kayondo, Lydia Mazzi
    SOUTH AFRICAN JOURNAL OF GEOMATICS, 2025, 14 (01): : 38 - 56
  • [8] Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns
    George, Betsy
    Kang, James M.
    Shekhar, Shashi
    INTELLIGENT DATA ANALYSIS, 2009, 13 (03) : 457 - 475
  • [9] On the geometric structure of spatio-temporal patterns
    Barth, E
    Ferraro, M
    ALGEBRAIC FRAMES FOR THE PERCEPTION-ACTION CYCLE, PROCEEDINGS, 2000, 1888 : 134 - 143
  • [10] Some spatio-temporal interactions in stereopsis
    Landers, DD
    Cormack, LK
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1997, 38 (04) : 4253 - 4253