Research graph
References from Machine learning estimates on the impacts of detection times on wildfire suppression costs. Local targets link to admitted publications; unresolved targets remain external evidence.
Spring 2019 Wildfire Review Final Report—November 2020.
2020 · External reference
Wildfire: A Canadian Perspective.
10.1016/b978-0-12-410434-1.00003-8 · 2015 · External reference
Wildfire evacuation experiences of band members of Whitefish Lake First Nation 459, Alberta, Canada.
10.1007/s11069-018-3556-9 · 2019 · External reference
Wildfire as an increasingly common natural disaster facing Canada: understanding the 2016 Fort McMurray wildfire
10.1007/s11069-018-3488-4 · 2019 · External reference
Wildfire effects on home range size and fidelity of boreal caribou in Alberta, Canada
10.1139/z06-186 · 2007 · External reference
US particulate matter air quality improves except in wildfire-prone areas
2018 · External reference
Wildfire smoke impacts respiratory health more than fine particles from other sources: observational evidence from Southern California.
2021 · External reference
The Economic, Fiscal, and Environmental Costs of Wildfires in California.
2023 · External reference
The effects of wildfire and environmental amenities on property values in northwest Montana, USA.
2010 · External reference
Air Pollution and the Labor Market: Evidence from Wildfire Smoke.
2022 · External reference
Thousands could die and costs could reach billions if wildfire response doesn’t change, scientists say | CBC News.
2021 · External reference
Cost of fighting B.C. wildfires already above $95 million for 2021—before peak fire season begins | CBC News.
2021 · External reference
Unresolved reference
2017 · External reference
May 2016 Wood Buffalo Wildfire
2017 · External reference
Preliminary cost of Fort McMurray fire estimated at $615 million | CBC News. In:
2016 · External reference
Unresolved reference
External reference
Alberta spends billions on disaster relief
2024 · External reference
Alberta rolls out wildfire spending, ups emergency fund to $2B for 2024 | CBC News.
2024 · External reference
Wildfires and climate change push low-elevation forests across a critical climate threshold for tree regeneration
10.1073/pnas.1815107116 · 2019 · External reference
Increasing frequency of extreme fire weather in Canada with climate change
10.1007/s10584-015-1375-5 · 2015 · External reference
Fuel moisture sensitivity to temperature and precipitation: climate change implications
10.1007/s10584-015-1521-0 · 2016 · External reference
The changing risk and burden of wildfire in the United States
10.1073/pnas.2011048118 · 2021 · External reference
Climate warming increases extreme daily wildfire growth risk in California
2023 · External reference
External human factors in incident management team decisionmaking and their effect on large fire suppression expenditures.
2008 · External reference
Wildfire management in Canada: Review, challenges and opportunities
10.1016/j.pdisas.2019.100045 · 2020 · External reference
Hawaii has a robust emergency siren warning system
2023 · External reference
A framework for considering justice aspects in integrated wildfire risk management.
2023 · External reference
Double/debiased machine learning for treatment and structural parameters.
10.1111/ectj.12097 · 2018 · External reference
Stand-Level Fuel Reduction Treatments and Fire Behaviour in Canadian Boreal Conifer Forests.
10.3390/fire3030035 · 2020 · External reference
The lonely life of a wildfire lookout in northern Alberta—Macleans.ca.
2021 · External reference
Unresolved reference
2021 · External reference
Alberta Wildfire cuts rappel crews, detection tower staffing and air unit following provincial budget | Globalnews.ca
2019 · External reference
The progress of operational forest fire monitoring with infrared remote sensing
10.1007/s11676-016-0361-8 · 2017 · External reference
Wildland Fire Detection and Monitoring Using a Drone-Collected RGB/IR Image Dataset.
10.1109/access.2022.3222805 · 2022 · External reference
Drone remote sensing for forestry research and practices.
10.1007/s11676-015-0088-y · 2015 · External reference
Unresolved reference
2013 · External reference
Characterisation of initial fire weather conditions for large spring wildfires in Alberta, Canada.
10.1071/wf21045 · 2021 · External reference
Survival analysis and classification methods for forest fire size.
2018 · External reference
10.1139/cjfr-2024-0099
10.1139/cjfr-2024-0099 · External reference
Estimating suppression expenditures for individual large wildland fires
10.1093/wjaf/22.3.188 · 2007 · External reference
Modeling Individual Extended Attack Wildfire Suppression Expenditures in British Columbia
10.1093/forsci/fxac024 · 2022 · External reference
Three essays on wildfire economics and policy
2005 · External reference
An econometric model for ex ante prediction of wildfire suppression costs.
2012 · External reference
Unresolved reference
2008 · External reference
The impact of residential development pattern on wildland fire suppression expenditures
10.3368/le.92.4.656 · 2016 · External reference
Resource allocation under fire.
10.3368/le.96.1.92 · 2020 · External reference
Evaluation of Gridded Precipitation Data and Interpolation Methods for Forest Fire Danger Rating in Alberta, Canada
2019 · External reference
Weather Guide for THE CANADIAN SYSTEM OF FOREST FIRE DANGER RATING.
2008 · External reference
Unresolved reference
2019 · External reference
Applied nonparametric econometrics.
2015 · External reference
Random Forests
10.1023/a:1010933404324 · 2001 · External reference
From local explanations to global understanding with explainable AI for trees
2020 · External reference
Alternative stopping rules to limit tree expansion for random forest models.
2022 · External reference
A review of machine learning applications in wildfire science and management
2020 · External reference
Use of random forests for modeling and mapping forest canopy fuels for fire behavior analysis in Lassen Volcanic National Park, California, USA.
2012 · External reference
Utilizing random forests imputation of forest plot data for landscape-level wildfire analyses.
2014 · External reference
A Comparison of Machine Learning Techniques Applied to Landsat-5 TM Spectral Data for Biomass Estimation.
2016 · External reference
Ensemble lightning prediction models for the province of Alberta, Canada.
2016 · External reference
A comparison of Gaussian process regression, random forests and support vector regression for burn severity assessment in diseased forests.
2014 · External reference
Unresolved reference
2024 · External reference
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
10.1080/01621459.2017.1319839 · 2018 · External reference
Operational wildfire suppression modelling: a review evaluating development, state of the art and future directions.
10.1071/wf15018 · 2015 · External reference
Forest Fire Management.
10.1007/978-0-387-71815-6_26 · 2007 · External reference
An Economic Evaluation of Public and Organized Wildfire Detection in Wisconsin.
10.1071/wf9980205 · 1998 · External reference
Unresolved reference
2017 · External reference
A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms
10.1016/j.sigpro.2021.108309 · 2022 · External reference
Early Wildfire Detection Technologies in Practice—A Review.
10.3390/su141912270 · 2022 · External reference
A Wildfire Smoke Detection System Using Unmanned Aerial Vehicle Images Based on the Optimized YOLOv5.
10.3390/s22239384 · 2022 · External reference
The effect of newspaper coverage and political pressure on wildfire suppression costs.
10.1080/08941921003649482 · 2011 · External reference
Large airtanker use and outcomes in suppressing wildland fires in the United States.
10.1071/wf13031 · 2014 · External reference
Fighting Flames and Forging Firelines: Wildfire Suppression Effectiveness at the Fire Edge.
10.1007/s40725-019-00084-5 · 2019 · External reference
Is This Flight Necessary? The Aviation Use Summary (AUS): A Framework for Strategic, Risk-Informed Aviation Decision Support.
10.3390/f12081078 · 2021 · External reference
Fire Suppression Resource Scarcity: Current Metrics and Future Performance Indicators.
10.3390/f11020217 · 2020 · External reference
