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Do you CBI what I see? The relationship between the Composite Burn Index and quantitative field measures of burn severity varies across gradients of forest structure

https://doi.org/10.1071/wf21062
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What this work says

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

inferredcites →https://doi.org/10.1002/ecs2.2128openalex-snapshot
Variability and drivers of burn severity in the northwestern Canadian boreal forest
inferredcites →https://doi.org/10.1002/ecs2.2600openalex-snapshot
Incorporating biophysical gradients and uncertainty into burn severity maps in a temperate fire‐prone forested region
inferredcites →https://doi.org/10.1002/ecs2.2744openalex-snapshot
Dead forests burning: the influence of beetle outbreaks on fire severity and legacy structure in sub‐boreal forests
inferredcites →https://doi.org/10.1002/ecy.1439openalex-snapshot
Burn me twice, shame on who? Interactions between successive forest fires across a temperate mountain region
inferredcites →https://doi.org/10.1002/ecy.3514openalex-snapshot
Productivity modifies the effects of fire severity on understory diversity
inferredcites →https://doi.org/10.1002/fee.1311openalex-snapshot
Changing disturbance regimes, ecological memory, and forest resilience
inferredcites →https://doi.org/10.1002/fee.2359openalex-snapshot
Wildfires and global change
inferredcites →https://doi.org/10.1016/j.compag.2005.02.003openalex-snapshot
The forest vegetation simulator: A review of its structure, content, and applications
inferredcites →https://doi.org/10.1016/j.csda.2011.10.005openalex-snapshot
A general class of zero-or-one inflated beta regression models
inferredcites →https://doi.org/10.1016/j.foreco.2016.01.031openalex-snapshot
Tree mortality and structural change following mixed-severity fire in Pseudotsuga forests of Oregon’s western Cascades, USA
inferredcites →https://doi.org/10.1016/j.foreco.2018.11.047openalex-snapshot
Tree traits influence response to fire severity in the western Oregon Cascades, USA
inferredcites →https://doi.org/10.1016/j.rse.2006.12.006openalex-snapshot
Quantifying burn severity in a heterogeneous landscape with a relative version of the delta Normalized Burn Ratio (dNBR)
inferredcites →https://doi.org/10.1016/j.rse.2008.10.011openalex-snapshot
GeoCBI: A modified version of the Composite Burn Index for the initial assessment of the short-term burn severity from remotely sensed data
inferredcites →https://doi.org/10.1016/j.rse.2008.11.009openalex-snapshot
Calibration and validation of the relative differenced Normalized Burn Ratio (RdNBR) to three measures of fire severity in the Sierra Nevada and Klamath Mountains, California, USA
inferredcites →https://doi.org/10.1016/j.rse.2010.03.013openalex-snapshot
Estimating burn severity from Landsat dNBR and RdNBR indices across western Canada
inferredcites →https://doi.org/10.1016/j.rse.2019.111497openalex-snapshot
Detecting tree mortality with Landsat-derived spectral indices: Improving ecological accuracy by examining uncertainty
inferredcites →https://doi.org/10.1016/s0034-4257(70)80021-9openalex-snapshot
Physical and physiological basis for the reflectance of visible and near-infrared radiation from vegetation
inferredcites →https://doi.org/10.1016/s0146-6380(02)00062-1openalex-snapshot
Chemical composition and bioavailability of thermally altered Pinus resinosa (Red pine) wood
inferredcites →https://doi.org/10.1016/s0304-3800(00)00322-7openalex-snapshot
Evaluating the predictive performance of habitat models developed using logistic regression
inferredcites →https://doi.org/10.1071/wf07049openalex-snapshot
Fire intensity, fire severity and burn severity: a brief review and suggested usage
inferredcites →https://doi.org/10.1071/wf08034openalex-snapshot
Assessing the differenced Normalized Burn Ratio’s ability to map burn severity in the boreal forest and tundra ecosystems of Alaska’s national parks
inferredcites →https://doi.org/10.1071/wf10081openalex-snapshot
The transferability of a dNBR-derived model to predict burn severity across 10 wildland fires in western Canada
inferredcites →https://doi.org/10.1071/wf13058openalex-snapshot
Challenges of assessing fire and burn severity using field measures, remote sensing and modelling
inferredcites →https://doi.org/10.1071/wf15082openalex-snapshot
Limitations and utilisation of Monitoring Trends in Burn Severity products for assessing wildfire severity in the USA
inferredcites →https://doi.org/10.1073/pnas.1411346111openalex-snapshot
Recent mountain pine beetle outbreaks, wildfire severity, and postfire tree regeneration in the US Northern Rockies
inferredcites →https://doi.org/10.1073/pnas.1607171113openalex-snapshot
Impact of anthropogenic climate change on wildfire across western US forests
inferredcites →https://doi.org/10.1073/pnas.1902841116openalex-snapshot
Short-interval severe fire erodes the resilience of subalpine lodgepole pine forests
inferredcites →https://doi.org/10.1098/rstb.2015.0178openalex-snapshot
Increasing western US forest wildfire activity: sensitivity to changes in the timing of spring
inferredcites →https://doi.org/10.1111/1365-2435.12372openalex-snapshot
Bark thickness and fire regime
inferredcites →https://doi.org/10.1111/gcb.14716openalex-snapshot
Fixing a snag in carbon emissions estimates from wildfires
inferredcites →https://doi.org/10.1111/geb.13079openalex-snapshot
Biogeography of fire regimes in western U.S. conifer forests: A trait‐based approach
inferredcites →https://doi.org/10.1111/j.1442-9993.2010.02173.xopenalex-snapshot
Fire Ecology in Rocky Mountain Landscapes
inferredcites →https://doi.org/10.1111/j.1467-9876.2005.00510.xopenalex-snapshot
Generalized Additive Models for Location, Scale and Shape
inferredcites →https://doi.org/10.1126/science.1163886openalex-snapshot
Fire in the Earth System
inferredcites →https://doi.org/10.1146/annurev-earth-060614-105038openalex-snapshot
The Pyrogenic Carbon Cycle
inferredcites →https://doi.org/10.1186/s42408-020-00076-yopenalex-snapshot
Changes to the Monitoring Trends in Burn Severity program mapping production procedures and data products
inferredcites →https://doi.org/10.14214/sf.315openalex-snapshot
Estimation of forest canopy cover: a comparison of field measurement techniques
inferredcites →https://doi.org/10.1890/13-0188.1openalex-snapshot
Influence of recent bark beetle outbreak on fire severity and postfire tree regeneration in montane Douglas‐fir forests
inferredcites →https://doi.org/10.1890/13-1077.1openalex-snapshot
Climate, fire size, and biophysical setting control fire severity and spatial pattern in the northern Cascade Range, USA
inferredcites →https://doi.org/10.1890/13-1851.1openalex-snapshot
Fire severity and tree regeneration following bark beetle outbreaks: the role of outbreak stage and burning conditions
inferredcites →https://doi.org/10.1890/15-1121openalex-snapshot
Fire severity unaffected by spruce beetle outbreak in spruce‐fir forests in southwestern Colorado
inferredcites →https://doi.org/10.1890/es11-00271.1openalex-snapshot
Both topography and climate affected forest and woodland burn severity in two regions of the western US, 1984 to 2006
inferredcites →https://doi.org/10.2307/jj.41003522openalex-snapshot
Fire Ecology of Pacific Northwest Forests
inferredcites →https://doi.org/10.3390/rs11141735openalex-snapshot
Giving Ecological Meaning to Satellite-Derived Fire Severity Metrics across North American Forests
inferredcites →https://doi.org/10.3390/rs4020456openalex-snapshot
How Robust Are Burn Severity Indices When Applied in a New Region? Evaluation of Alternate Field-Based and Remote-Sensing Methods
inferredcites →https://doi.org/10.3390/rs8070566openalex-snapshot
Exploring the Relationship between Burn Severity Field Data and Very High Resolution GeoEye Images: The Case of the 2011 Evros Wildfire in Greece
inferredcites →https://doi.org/10.4996/fireecology.0301003openalex-snapshot
A Project for Monitoring Trends in Burn Severity
inferredcites →https://doi.org/10.4996/fireecology.0301064openalex-snapshot
The Relationship of Multispectral Satellite Imagery to Immediate Fire Effects
inferredcites →https://doi.org/10.4996/fireecology.0401057openalex-snapshot
Using Bark Char Codes to Predict Post-fire Cambium Mortality
inferredcites →https://doi.org/10.4996/fireecology.0502104openalex-snapshot
Quantifying Char in Postfire Woody Detritus Inventories

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4823486openalex-extracted
Spectral Index, Pixel Value, & Temporal Image Acquisition Accuracy Assessment in Mapping Fire Severity of the 2021 Wooroloo Fire
inferred← citeshttps://doi.org/10.1002/ecs2.70364openalex-snapshot
Extremely large fires shape fire severity patterns across the diverse forests of British Columbia, Canada
inferred← citeshttps://doi.org/10.1002/saj2.20702openalex-snapshot
Digital soil mapping of soil burn severity
inferred← citeshttps://doi.org/10.1007/s11258-022-01248-3openalex-snapshot
Climate change and altered fire regimes: impacts on plant populations, species, and ecosystems in both hemispheres
inferred← citeshttps://doi.org/10.1016/j.agrformet.2025.110689openalex-snapshot
Hybrid deep learn model for estimating burn severity by fusing GEDI, ICEsat-2, and sentinel-2 image
inferred← citeshttps://doi.org/10.1016/j.agrformet.2026.111372openalex-snapshot
Inconsistency in assessments of fire frequency and severity dynamics across Canada’s boreal ecosystems
inferred← citeshttps://doi.org/10.1016/j.foreco.2021.119764openalex-snapshot
Previous wildfires and management treatments moderate subsequent fire severity
inferred← citeshttps://doi.org/10.1016/j.foreco.2021.119872openalex-snapshot
Postfire treatments alter forest canopy structure up to three decades after fire
inferred← citeshttps://doi.org/10.1016/j.foreco.2023.121383openalex-snapshot
Caution is needed across Mediterranean ecosystems when interpreting wall-to-wall fire severity estimates based on spectral indices
inferred← citeshttps://doi.org/10.1016/j.foreco.2026.123568openalex-snapshot
The climate-fire nexus: Understanding post-fire vegetation recovery
inferred← citeshttps://doi.org/10.1016/j.foreco.2026.123990openalex-snapshot
Assessing fire severity using understory fire-legacy metrics in forest ecosystems
inferred← citeshttps://doi.org/10.1016/j.pyro.2026.100025openalex-snapshot
Economic effects of wildfires on the value of merchantable timber products in Malawi's Viphya plantations: An economic surplus approach
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113670openalex-snapshot
First evaluation of fire severity retrieval from PRISMA hyperspectral data
inferred← citeshttps://doi.org/10.1016/j.rse.2024.114152openalex-snapshot
Stratified burn severity assessment by integrating spaceborne spectral and waveform attributes in Great Xing'an Mountain
inferred← citeshttps://doi.org/10.1016/j.rse.2024.114189openalex-snapshot
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery
inferred← citeshttps://doi.org/10.1016/j.rse.2026.115540openalex-snapshot
Basal area loss from fire using field-calibrated remote sensing refines western US fire severity measurements
inferred← citeshttps://doi.org/10.1016/j.srs.2026.100430openalex-snapshot
Ecosystem-specific calibration of satellite-derived spectral indices improves the characterization of fire severity
inferred← citeshttps://doi.org/10.1016/j.tfp.2024.100664openalex-snapshot
Temporal variations in burn severity among various vegetation layers in subtropical Pinus Roxburghii (Chir Pine) forest of Hindu Kush mountain range
inferred← citeshttps://doi.org/10.1029/2024ef004873openalex-snapshot
Predictive Understanding of Links Between Vegetation and Soil Burn Severities Using Physics‐Informed Machine Learning
inferred← citeshttps://doi.org/10.1038/s43247-023-00954-8openalex-snapshot
Widespread exposure to altered fire regimes under 2 °C warming is projected to transform conifer forests of the Western United States
inferred← citeshttps://doi.org/10.1071/wf22050openalex-snapshot
Different approaches make comparing studies of burn severity challenging: a review of methods used to link remotely sensed data with the Composite Burn Index
inferred← citeshttps://doi.org/10.1071/wf25066openalex-snapshot
Offsetting the noise: a framework for applying phenological offset corrections in remotely sensed burn severity assessments
inferred← citeshttps://doi.org/10.1071/wf25109openalex-snapshot
Estimating basal area change by tree size with Sentinel-2 imagery following four fires in California, USA
inferred← citeshttps://doi.org/10.1088/1748-9326/ad86cfopenalex-snapshot
Rising forest exposure and fire severity from climate warming amplify tree cover losses from wildfire in California
inferred← citeshttps://doi.org/10.1111/1365-2664.70111openalex-snapshot
Fire in focus: Clarifying metrics and terminology for better ecological insight
inferred← citeshttps://doi.org/10.1111/gcb.70106openalex-snapshot
Extreme Fire Spread Events Burn More Severely and Homogenize Postfire Landscapes in the Southwestern United States
inferred← citeshttps://doi.org/10.1111/geb.13634openalex-snapshot
Spatial interactions among short‐interval fires reshape forest landscapes
inferred← citeshttps://doi.org/10.1111/phor.70044openalex-snapshot
Hybrid Interpretable and Explainable Deep Learning Workflow for Vineyard Wildfire Damage Mapping From UAV ‐ RGB Imagery: PCA –k‐Means Calibrated With U‐Net Segmentation (Patras, August 2025)
inferred← citeshttps://doi.org/10.1186/s42408-023-00178-3openalex-snapshot
What is the color when black is burned? Quantifying (re)burn severity using field and satellite remote sensing indices
inferred← citeshttps://doi.org/10.1186/s42408-023-00223-1openalex-snapshot
Characterizing post-fire delayed tree mortality with remote sensing: sizing up the elephant in the room
inferred← citeshttps://doi.org/10.1186/s42408-023-00241-zopenalex-snapshot
Forest thinning and prescribed burning treatments reduce wildfire severity and buffer the impacts of severe fire weather
inferred← citeshttps://doi.org/10.1186/s42408-025-00375-2openalex-snapshot
Drone-based, multispectral photogrammetric point clouds to classify fire severity at differing canopy height strata
inferred← citeshttps://doi.org/10.1186/s42408-026-00447-xopenalex-snapshot
Beyond average: a new approach to calculating fire regime departures applied to Western United States forests
inferred← citeshttps://doi.org/10.1186/s42408-026-00589-yopenalex-snapshot
Right on time: evaluating accuracy and timing of burn-severity assessments to support post-fire management
inferred← citeshttps://doi.org/10.2139/ssrn.5400271openalex-snapshot
The Climate-Fire Nexus: Understanding Post-Fire Vegetation Recovery
inferred← citeshttps://doi.org/10.2139/ssrn.6400727openalex-snapshot
Economic effects of wildfires on the value of merchantable timber products in Malawi’s Viphya plantations: An economic surplus approach
inferred← citeshttps://doi.org/10.3390/cli11110214openalex-snapshot
Tree-Regeneration Decline and Type-Conversion after High-Severity Fires Will Likely Cause Little Western USA Forest Loss from Climate Change
inferred← citeshttps://doi.org/10.3390/f16040640openalex-snapshot
Exploration of Suitable Spectral Bands and Indices for Forest Fire Severity Evaluation Using ZY-1 Hyperspectral Data
inferred← citeshttps://doi.org/10.3390/rs14205249openalex-snapshot
Comparing Sentinel-2 and Landsat 8 for Burn Severity Mapping in Western North America
inferred← citeshttps://doi.org/10.3390/su16083270openalex-snapshot
Contemporary Wildfires Not More Severe Than Historically: More Fire of All Severities Needed to Sustain and Adapt Western US Dry Forests as Climate Changes
inferred← citeshttps://doi.org/10.5194/gmd-19-3617-2026openalex-snapshot
Incorporating observed fire severity in refined emissions estimates for boreal and temperate forest fires in the carbon budget model CBM-CFS3 v1.2
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