Point process modeling of wildfire hazard in Los Angeles county, California

DOI10.1214/10-AOAS401zbMath1223.62168arXiv1108.0754OpenAlexW3098882371WikidataQ117555989 ScholiaQ117555989MaRDI QIDQ641124

Haiyong Xu, Frederic Paik Schoenberg

Publication date: 21 October 2011

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1108.0754

zbMATH Keywords

residual analysisconditional intensityburning index

Mathematics Subject Classification ID

Related Items (11)

Spatio-temporal hierarchical Bayesian analysis of wildfires with Stochastic Partial Differential Equations. A case study from Valencian Community (Spain) ⋮ Enhancing the SPDE modeling of spatial point processes with INLA, applied to wildfires. Choosing the best mesh for each database ⋮ Modeling wildfire ignition origins in southern California using linear network point processes ⋮ County‐level analysis of the impact of temperature and population increases on California wildfire data ⋮ Data-driven chimney fire risk prediction using machine learning and point process tools ⋮ Spatiotemporal wildfire modeling through point processes with moderate and extreme marks ⋮ Normal approximation for fire incident simulation using permanental Cox processes ⋮ Voronoi residual analysis of spatial point process models with applications to California earthquake forecasts ⋮ Wildfire prediction to inform fire management: statistical science challenges ⋮ Fire seasonality identification with multimodality tests ⋮ Multifractal point processes and the spatial distribution of wildfires in French Mediterranean regions

Uses Software

• pyuvdata

Cites Work

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• The asymptotic behaviour of maximum likelihood estimators for stationary point processes
• An introduction to the theory of point processes
• Consistent estimation of the intensity function of a cyclic Poisson process.
• Asymptotic Properties of Estimators for the Parameters of Spatial Inhomogeneous Poisson Point Processes
• An Introduction to the Theory of Point Processes
• Residual Analysis for Spatial Point Processes (with Discussion)
• A Space–Time Conditional Intensity Model for Evaluating a Wildfire Hazard Index

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