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Spatial Partition-Based Particle Filtering for Data Assimilation in Wildfire Spread Simulation

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-45053-x_1openalex-snapshot

Partitioned Sampling, Articulated Objects, and Interface-Quality Hand Tracking

inferredcites →https://doi.org/10.1007/978-1-4757-3437-9_1openalex-snapshot

An Introduction to Sequential Monte Carlo Methods

inferredcites →https://doi.org/10.1007/978-3-540-71056-1_2openalex-snapshot

Data Assimilation for Numerical Weather Prediction: A Review

inferredcites →https://doi.org/10.1007/978-94-010-0029-1openalex-snapshot

Data Assimilation for the Earth System

inferredcites →https://doi.org/10.1007/s10596-010-9202-6openalex-snapshot

Relation between two common localisation methods for the EnKF

inferredcites →https://doi.org/10.1016/c2016-0-03987-6openalex-snapshot

Theory of Modeling and Simulation

inferredcites →https://doi.org/10.1016/j.automatica.2006.08.023openalex-snapshot

Freeway traffic estimation within particle filtering framework

inferredcites →https://doi.org/10.1016/j.jmarsys.2007.01.007openalex-snapshot

Bayesian statistical data assimilation for ecosystem models using Markov Chain Monte Carlo

inferredcites →https://doi.org/10.1016/j.physd.2006.11.008openalex-snapshot

Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter

inferredcites →https://doi.org/10.1017/cbo9780511617010.004openalex-snapshot

An introduction to particle filters

inferredcites →https://doi.org/10.1023/a:1008122218374openalex-snapshot

A Probabilistic Exclusion Principle for Tracking Multiple Objects

inferredcites →https://doi.org/10.1023/b:visi.0000043757.18370.9copenalex-snapshot

Articulated Body Motion Capture by Stochastic Search

inferredcites →https://doi.org/10.1029/2002jd002900openalex-snapshot

Toward a nonlinear ensemble filter for high‐dimensional systems

inferredcites →https://doi.org/10.1029/94jc00572openalex-snapshot

Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics

inferredcites →https://doi.org/10.1049/ip-f-2.1993.0015openalex-snapshot

Novel approach to nonlinear/non-Gaussian Bayesian state estimation

inferredcites →https://doi.org/10.1080/16000870.2017.1283809openalex-snapshot

What the collapse of the ensemble Kalman filter tells us about particle filters

inferredcites →https://doi.org/10.1093/acprof:oso/9780198723844.001.0001openalex-snapshot

Advanced Data Assimilation for Geosciences

inferredcites →https://doi.org/10.1103/physrevlett.86.5878openalex-snapshot

Local Low Dimensionality of Atmospheric Dynamics

inferredcites →https://doi.org/10.1109/34.481539openalex-snapshot

An efficient implementation of Reid's multiple hypothesis tracking algorithm and its evaluation for the purpose of visual tracking

inferredcites →https://doi.org/10.1109/78.978374openalex-snapshot

A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking

inferredcites →https://doi.org/10.1109/78.978396openalex-snapshot

Particle filters for positioning, navigation, and tracking

inferredcites →https://doi.org/10.1109/asspcc.2000.882463openalex-snapshot

The unscented Kalman filter for nonlinear estimation

inferredcites →https://doi.org/10.1109/cspa.2012.6194763openalex-snapshot

Flood water level prediction and tracking using particle filter algorithm

inferredcites →https://doi.org/10.1109/icassp.2007.367053openalex-snapshot

Multiple Particle Filtering

inferredcites →https://doi.org/10.1109/sibgrapi.2006.42openalex-snapshot

Subspace Hierarchical Particle Filter

inferredcites →https://doi.org/10.1109/tsa.2002.1001982openalex-snapshot

Particle methods for Bayesian modeling and enhancement of speech signals

inferredcites →https://doi.org/10.1111/j.1600-0870.2004.00076.xopenalex-snapshot

A local ensemble Kalman filter for atmospheric data assimilation

inferredcites →https://doi.org/10.1115/1.3662552openalex-snapshot

A New Approach to Linear Filtering and Prediction Problems

inferredcites →https://doi.org/10.1121/1.398863openalex-snapshot

Tracking and Data Association

inferredcites →https://doi.org/10.1145/2379810.2379816openalex-snapshot

Data assimilation using sequential monte carlo methods in wildfire spread simulation

inferredcites →https://doi.org/10.1145/973620.973668openalex-snapshot

A study of a target tracking algorithm using global nearest neighbor approach

inferredcites →https://doi.org/10.1155/2015/626893openalex-snapshot

Data Assimilation in Numerical Weather and Climate Models

inferredcites →https://doi.org/10.1175/1520-0493(1998)126<0796:dauaek>2.0.co;2openalex-snapshot

Data Assimilation Using an Ensemble Kalman Filter Technique

inferredcites →https://doi.org/10.1175/1520-0493(1999)127<1374:codaua>2.0.co;2openalex-snapshot

Comment on “Data Assimilation Using an Ensemble Kalman Filter Technique”

inferredcites →https://doi.org/10.1175/1520-0493(2001)129<2776:ddfobe>2.0.co;2openalex-snapshot

Distance-Dependent Filtering of Background Error Covariance Estimates in an Ensemble Kalman Filter

inferredcites →https://doi.org/10.1175/2008mwr2529.1openalex-snapshot

Obstacles to High-Dimensional Particle Filtering

inferredcites →https://doi.org/10.1175/2009mwr2835.1openalex-snapshot

Particle Filtering in Geophysical Systems

inferredcites →https://doi.org/10.1175/2011mwr3553.1openalex-snapshot

A Moment Matching Ensemble Filter for Nonlinear Non-Gaussian Data Assimilation

inferredcites →https://doi.org/10.1175/mwr-d-15-0163.1openalex-snapshot

A Localized Particle Filter for High-Dimensional Nonlinear Systems

inferredcites →https://doi.org/10.1175/mwr-d-15-0322.1openalex-snapshot

Efficient Assimilation of Simulated Observations in a High-Dimensional Geophysical System Using a Localized Particle Filter

inferredcites →https://doi.org/10.1177/0037549708094047openalex-snapshot

DEVS-FIRE: Towards an Integrated Simulation Environment for Surface Wildfire Spread and Containment

inferredcites →https://doi.org/10.1177/0037549711414592openalex-snapshot

DEVS-FIRE: design and application of formal discrete event wildfire spread and suppression models

inferredcites →https://doi.org/10.1214/14-aap1061openalex-snapshot

Can local particle filters beat the curse of dimensionality?

inferredcites →https://doi.org/10.1256/qj.05.129openalex-snapshot

Overview of global data assimilation developments in numerical weather‐prediction centres

inferredcites →https://doi.org/10.14864/softscis.2006.0.1890.0openalex-snapshot

Application of Particle Filter to Identification of Tsunami Simulation Model

inferredcites →https://doi.org/10.1890/09-1275.1openalex-snapshot

Ecological forecasting and data assimilation in a data-rich era

inferredcites →https://doi.org/10.2307/2669847openalex-snapshot

Sequential Monte Carlo Methods for Dynamic Systems

inferredcites →https://doi.org/10.2737/int-rp-115openalex-snapshot

A mathematical model for predicting fire spread in wildland fuels

inferredcites →https://doi.org/10.2737/rmrs-rp-4openalex-snapshot

FARSITE: Fire Area Simulator-model development and evaluation

inferredcites →https://doi.org/10.3402/tellusa.v56i5.14462openalex-snapshot

A local ensemble Kalman filter for atmospheric data assimilation

inferredcites →https://doi.org/10.4236/ijcns.2008.11004openalex-snapshot

Particle Filtering with Multi Proposal Distributions

inferredcites →https://doi.org/10.5194/npg-23-391-2016openalex-snapshot

A local particle filter for high-dimensional geophysical systems

inferredcites →https://doi.org/10.5555/2872965.2872998openalex-snapshot

SpSIR: a spatially-dependent sequential importance resampling for high dimensional spatial temporal system simulation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.12688/openreseurope.14144.1zenodo-depositor-declared

Data assimilation and agent-based modelling: towards the incorporation of categorical agent parameters

inferred← citeshttps://doi.org/10.12688/openreseurope.14144.2zenodo-depositor-declared

Data assimilation and agent-based modelling: towards the incorporation of categorical agent parameters

inferred← citeshttps://doi.org/10.1007/s10694-026-01882-7openalex-snapshot

A Divide-and-Conquer Deep Learning Framework for High-Resolution Burn Map Prediction Under Low Computational Memory Condition

inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2021.109685openalex-snapshot

Challenges, tasks, and opportunities in modeling agent-based complex systems

inferred← citeshttps://doi.org/10.1016/j.firesaf.2019.02.009openalex-snapshot

Ensemble transform Kalman filter (ETKF) for large-scale wildland fire spread simulation using FARSITE tool and state estimation method

inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102369openalex-snapshot

A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.102922openalex-snapshot

Predicting travel time within catchment area using Time Travel Voronoi Diagram (TTVD) and crowdsource map features

inferred← citeshttps://doi.org/10.1071/wf23165openalex-snapshot

The distributed strategy for asynchronous observations in data-driven wildland fire spread prediction

inferred← citeshttps://doi.org/10.1109/icufn.2019.8806107openalex-snapshot

A novel wildfire digital-twin framework using interactive wildfire spread simulator

inferred← citeshttps://doi.org/10.1111/gean.12267openalex-snapshot

Future Developments in Geographical Agent‐Based Models: Challenges and Opportunities

inferred← citeshttps://doi.org/10.1145/3301502openalex-snapshot

A Data Assimilation Framework for Discrete Event Simulations

inferred← citeshttps://doi.org/10.1145/3731545.3744664openalex-snapshot

Towards a Federated Approach to Complex Digital Twins

inferred← citeshttps://doi.org/10.22360/springsim.2019.tms.008openalex-snapshot

Data Assimilation Using Spatial Partition-Based Particle Filtering for Freeway Traffic Simulation

inferred← citeshttps://doi.org/10.23919/annsim55834.2022.9859329openalex-snapshot

Data Assimilation For Simulation-Based Real-Time Prediction/Analysis

inferred← citeshttps://doi.org/10.23919/annsim61499.2024.10732630openalex-snapshot

Assimilating UAV-Based Observation Data for Wildfire Spread Simulation

inferred← citeshttps://doi.org/10.23919/springsim.2019.8732916openalex-snapshot

Data Assimilation Using Spatial Partition-Based Particle Filtering For Freeway Traffic Simulation

inferred← citeshttps://doi.org/10.3233/aic-220114openalex-snapshot

Agent-based modelling for Urban Analytics: State of the art and challenges

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