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Tracking and classifying Amazon fire events in near real time

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What this work says

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

inferredcites →https://doi.org/10.1002/2017jg004279openalex-snapshot
Investigation of the Fire Radiative Energy Biomass Combustion Coefficient: A Comparison of Polar and Geostationary Satellite Retrievals Over the Conterminous United States
inferredcites →https://doi.org/10.1002/jgrd.50873openalex-snapshot
Suomi NPP VIIRS prelaunch and on‐orbit geometric calibration and characterization
inferredcites →https://doi.org/10.1016/j.foreco.2010.09.029openalex-snapshot
Size, species, and fire behavior predict tree and liana mortality from experimental burns in the Brazilian Amazon
inferredcites →https://doi.org/10.1016/j.rse.2010.09.017openalex-snapshot
Addressing the spatiotemporal sampling design of MODIS to provide estimates of the fire radiative energy emitted from Africa
inferredcites →https://doi.org/10.1016/j.rse.2011.03.002openalex-snapshot
Mapping canopy damage from understory fires in Amazon forests using annual time series of Landsat and MODIS data
inferredcites →https://doi.org/10.1016/j.rse.2013.12.008openalex-snapshot
The New VIIRS 375 m active fire detection data product: Algorithm description and initial assessment
inferredcites →https://doi.org/10.1016/j.rse.2015.01.010openalex-snapshot
Assessment of VIIRS 375m active fire detection product for direct burned area mapping
inferredcites →https://doi.org/10.1016/j.rse.2016.02.054openalex-snapshot
The collection 6 MODIS active fire detection algorithm and fire products
inferredcites →https://doi.org/10.1016/j.rse.2018.08.005openalex-snapshot
The Collection 6 MODIS burned area mapping algorithm and product
inferredcites →https://doi.org/10.1016/j.rse.2018.08.015openalex-snapshot
Investigating the impact of overlying vegetation canopy structures on fire radiative power (FRP) retrieval through simulation and measurement
inferredcites →https://doi.org/10.1016/j.rse.2018.12.011openalex-snapshot
Development of a Sentinel-2 burned area algorithm: Generation of a small fire database for sub-Saharan Africa
inferredcites →https://doi.org/10.1017/s0266467498000212openalex-snapshot
Ecosystem structure in the Brazilian Cerrado: a vegetation gradient of aboveground biomass, root mass and consumption by fire
inferredcites →https://doi.org/10.1029/2008gl035689openalex-snapshot
Fire‐related carbon emissions from land use transitions in southern Amazonia
inferredcites →https://doi.org/10.1029/2012jg002128openalex-snapshot
Global burned area and biomass burning emissions from small fires
inferredcites →https://doi.org/10.1029/92jd01218openalex-snapshot
Smoke and fire characteristics for cerrado and deforestation burns in Brazil: BASE‐B Experiment
inferredcites →https://doi.org/10.1038/nature18326openalex-snapshot
Anthropogenic disturbance in tropical forests can double biodiversity loss from deforestation
inferredcites →https://doi.org/10.1038/nclimate1354openalex-snapshot
Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps
inferredcites →https://doi.org/10.1038/s41467-017-02771-yopenalex-snapshot
21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions
inferredcites →https://doi.org/10.1071/wf13015openalex-snapshot
Mapping the daily progression of large wildland fires using MODIS active fire data
inferredcites →https://doi.org/10.1073/pnas.1019576108openalex-snapshot
Benchmark map of forest carbon stocks in tropical regions across three continents
inferredcites →https://doi.org/10.1073/pnas.1111374109openalex-snapshot
Decoupling of deforestation and soy production in the southern Amazon during the late 2000s
inferredcites →https://doi.org/10.1073/pnas.1302584110openalex-snapshot
Increased dry-season length over southern Amazonia in recent decades and its implication for future climate projection
inferredcites →https://doi.org/10.1073/pnas.1305499111openalex-snapshot
Abrupt increases in Amazonian tree mortality due to drought–fire interactions
inferredcites →https://doi.org/10.1088/1748-9326/aac331openalex-snapshot
Quantifying long-term changes in carbon stocks and forest structure from Amazon forest degradation
inferredcites →https://doi.org/10.1088/1748-9326/ab76dbopenalex-snapshot
Unmasking secondary vegetation dynamics in the Brazilian Amazon
inferredcites →https://doi.org/10.1088/1748-9326/abcac7openalex-snapshot
Recent deforestation drove the spike in Amazonian fires
inferredcites →https://doi.org/10.1098/rstb.2012.0163openalex-snapshot
Understorey fire frequency and the fate of burned forests in southern Amazonia
inferredcites →https://doi.org/10.1098/rstb.2017.0312openalex-snapshot
Quantifying immediate carbon emissions from El Niño-mediated wildfires in humid tropical forests
inferredcites →https://doi.org/10.1109/lgrs.2005.850364openalex-snapshot
Assessment of Deforestation in Near Real Time Over the Brazilian Amazon Using Multitemporal Fraction Images Derived From Terra MODIS
inferredcites →https://doi.org/10.1111/ele.13409openalex-snapshot
Thinner bark increases sensitivity of wetter Amazonian tropical forests to fire
inferredcites →https://doi.org/10.1111/gcb.13139openalex-snapshot
An integrated pan‐tropical biomass map using multiple reference datasets
inferredcites →https://doi.org/10.1111/gcb.14872openalex-snapshot
Clarifying Amazonia's burning crisis
inferredcites →https://doi.org/10.1111/j.1365-2486.2008.01652.xopenalex-snapshot
Agricultural intensification increases deforestation fire activity in Amazonia
inferredcites →https://doi.org/10.1111/j.1365-2486.2008.01655.xopenalex-snapshot
Negative fire feedback in a transitional forest of southeastern Amazonia
inferredcites →https://doi.org/10.1126/sciadv.aay1632openalex-snapshot
The gathering firestorm in southern Amazonia
inferredcites →https://doi.org/10.1126/science.1146961openalex-snapshot
Climate Change, Deforestation, and the Fate of the Amazon
inferredcites →https://doi.org/10.1126/science.1244693openalex-snapshot
High-Resolution Global Maps of 21st-Century Forest Cover Change
inferredcites →https://doi.org/10.1126/science.1246663openalex-snapshot
Cracking Brazil's Forest Code
inferredcites →https://doi.org/10.1126/science.260.5116.1905openalex-snapshot
Tropical Deforestation and Habitat Fragmentation in the Amazon: Satellite Data from 1978 to 1988
inferredcites →https://doi.org/10.1126/science.aad5132openalex-snapshot
Ancient grasslands at risk
inferredcites →https://doi.org/10.1126/science.aam5690openalex-snapshot
Contrasting carbon cycle responses of the tropical continents to the 2015–2016 El Niño
inferredcites →https://doi.org/10.1175/ei120.1openalex-snapshot
Characterizing Vegetation Fire Dynamics in Brazil through Multisatellite Data: Common Trends and Practical Issues
inferredcites →https://doi.org/10.3390/land9120516openalex-snapshot
Drivers of Fire Anomalies in the Brazilian Amazon: Lessons Learned from the 2019 Fire Crisis
inferredcites →https://doi.org/10.4155/cmt.13.61openalex-snapshot
Long-term trends and interannual variability of forest, savanna and agricultural fires in South America
inferredcites →https://doi.org/10.5194/acp-14-6643-2014openalex-snapshot
Global top-down smoke-aerosol emissions estimation using satellite fire radiative power measurements
inferredcites →https://doi.org/10.5194/acp-15-8831-2015openalex-snapshot
New fire diurnal cycle characterizations to improve fire radiative energy assessments made from MODIS observations
inferredcites →https://doi.org/10.5194/bg-11-7305-2014openalex-snapshot
Biomass burning fuel consumption rates: a field measurement database
inferredcites →https://doi.org/10.5194/bg-9-527-2012openalex-snapshot
Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power
inferredcites →https://doi.org/10.5194/essd-11-529-2019openalex-snapshot
The Global Fire Atlas of individual fire size, duration, speed and direction
inferredcites →https://doi.org/10.5194/essd-9-697-2017openalex-snapshot
Global fire emissions estimates during 1997–2016

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.4646320openalex-extracted
A Novel Post-1950 Ad Atmospheric 14c Record for the Tropics Using Absolutely Dated Tree Rings in the Equatorial Amazon
inferred← citeshttps://doi.org/10.1002/adfm.202300403openalex-snapshot
A Bio‐Inspired Temperature‐Arousing Battery with Giant Power for Fire Alarming
inferred← citeshttps://doi.org/10.1007/s10712-024-09866-4openalex-snapshot
Monitoring the Multiple Stages of Climate Tipping Systems from Space: Do the GCOS Essential Climate Variables Meet the Needs?
inferred← citeshttps://doi.org/10.1007/s10980-026-02343-wopenalex-snapshot
Three decades of habitat fragmentation dynamics and landscape transformation in the Cerrado–Amazon transition
inferred← citeshttps://doi.org/10.1007/s11270-025-08728-yopenalex-snapshot
Analysis of the Spatial and Temporal Distribution of Fires and their Atmospheric Changes in the Amazon from 2001 to 2022
inferred← citeshttps://doi.org/10.1007/s44274-025-00340-5openalex-snapshot
Expand air quality monitoring of smoke emissions and exposure in Amazonia to safeguard human health
inferred← citeshttps://doi.org/10.1016/b978-0-443-33803-8.00032-9openalex-snapshot
Wildfires
inferred← citeshttps://doi.org/10.1016/j.agrformet.2025.110664openalex-snapshot
Land use and climatic drivers of early 21st-century fire activity in the Amazon
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2023.102270openalex-snapshot
Forecasting of wind speed under wind-fire coupling scenarios by combining HS-VMD and AM-LSTM
inferred← citeshttps://doi.org/10.1016/j.envsci.2023.06.005openalex-snapshot
Decolonizing wildfire risk management: indigenous responses to fire criminalization policies and increasingly flammable forest landscapes in Lomerío, Bolivia
inferred← citeshttps://doi.org/10.1016/j.geosus.2024.100253openalex-snapshot
How do tropical active fires respond to intra-annual climate change in the early 21st century?
inferred← citeshttps://doi.org/10.1016/j.jenvman.2025.125637openalex-snapshot
Devegetation is a widespread driver of fire in the Brazilian Cerrado
inferred← citeshttps://doi.org/10.1016/j.jenvman.2026.131131openalex-snapshot
Compound fire–meteorology extremes drove megacity air pollution during the 2024 South American fire season
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113798openalex-snapshot
Mapping tropical forest degradation with deep learning and Planet NICFI data
inferred← citeshttps://doi.org/10.1016/j.rse.2024.114071openalex-snapshot
Leveraging Past Information and Machine Learning to Accelerate Land Disturbance Monitoring
inferred← citeshttps://doi.org/10.1016/j.rse.2026.115342openalex-snapshot
Monitoring water level dynamics in neotropical peatlands with earth observation data
inferred← citeshttps://doi.org/10.1016/j.rse.2026.115461openalex-snapshot
Near-real-time mapping for causal agents of forest disturbances in China using harmonized Landsat and Sentinel-2 dataset
inferred← citeshttps://doi.org/10.1016/j.rse.2026.115725openalex-snapshot
Evaluating multi-satellite VIIRS active fire observations as a burned area proxy across North America
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.170686openalex-snapshot
A novel post-1950 CE atmospheric 14C record for the tropics using absolutely dated tree rings in the equatorial Amazon
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2025.179917openalex-snapshot
Amazon Basin shows reduced forest loss but increased forest spatial fragmentation in 1992–2020
inferred← citeshttps://doi.org/10.1021/acsestair.4c00209openalex-snapshot
Particulate and Gas Emissions from Wildfires in the Southern Amazon, from 2020 to 2022, from GOES-16 Fire Radiative Power Retrievals
inferred← citeshttps://doi.org/10.1029/2025gb008747openalex-snapshot
Accelerated Carbon and Water Cycles in the Amazon and Congo Basins Revealed From TRENDY Models and Remote Sensing Products
inferred← citeshttps://doi.org/10.1029/2025gl115123openalex-snapshot
Sentinel‐5p Reveals Unexplained Large Wildfire Carbon Emissions in the Amazon in 2024
inferred← citeshttps://doi.org/10.1038/s41467-023-39463-9openalex-snapshot
Climate-driven changes in the predictability of seasonal precipitation
inferred← citeshttps://doi.org/10.1038/s41561-024-01637-5openalex-snapshot
Burning of woody debris dominates fire emissions in the Amazon and Cerrado
inferred← citeshttps://doi.org/10.1038/s43247-024-01341-7openalex-snapshot
Large language models reveal big disparities in current wildfire research
inferred← citeshttps://doi.org/10.1073/pnas.2310157121openalex-snapshot
A large net carbon loss attributed to anthropogenic and natural disturbances in the Amazon Arc of Deforestation
inferred← citeshttps://doi.org/10.1080/10408444.2025.2606263openalex-snapshot
Wildfires in the Pan-Amazon: what is known about health impacts on affected populations?
inferred← citeshttps://doi.org/10.1088/1748-9326/ae3786openalex-snapshot
Are there lightning fires in the Brazilian Amazon?
inferred← citeshttps://doi.org/10.1088/2515-7620/ae6036openalex-snapshot
Drivers of fire foci in a protected area in the Brazilian Amazon: a geospatial approach
inferred← citeshttps://doi.org/10.1088/2752-5295/ae861dopenalex-snapshot
Storylines of climatic impact-drivers relevant for forests: La Plata Basin, a hotspot for land-based mitigation
inferred← citeshttps://doi.org/10.1093/forestry/cpae024openalex-snapshot
Effects of bark beetle disturbance and fuel types on fire radiative power and burn severity in the Bohemian-Saxon Switzerland
inferred← citeshttps://doi.org/10.1093/pnasnexus/pgae151openalex-snapshot
Wildfire risk management in the era of climate change
inferred← citeshttps://doi.org/10.1186/s40562-025-00448-9openalex-snapshot
Beyond the reporting of disturbed areas: the use of Deter to analyze the spatiotemporal patterns of forest degradation in the Amazon
inferred← citeshttps://doi.org/10.1186/s42408-023-00212-4openalex-snapshot
Fires in the South American Chaco, from dry forests to wetlands: response to climate depends on land cover
inferred← citeshttps://doi.org/10.1186/s42408-025-00407-xopenalex-snapshot
Near real-time indicators of burn severity in the western U.S. from active fire tracking
inferred← citeshttps://doi.org/10.21203/rs.3.rs-7604250/v1openalex-snapshot
Distinct drivers of extreme and non-extreme fires in the Brazilian Amazon
inferred← citeshttps://doi.org/10.3389/fenvs.2024.1433920openalex-snapshot
Landcover-categorized fires respond distinctly to precipitation anomalies in the South-Central United States
inferred← citeshttps://doi.org/10.3389/frsen.2024.1332728openalex-snapshot
Recent advances and challenges in monitoring and modeling of disturbances in tropical moist forests
inferred← citeshttps://doi.org/10.3390/f15091630openalex-snapshot
LD-YOLO: A Lightweight Dynamic Forest Fire and Smoke Detection Model with Dysample and Spatial Context Awareness Module
inferred← citeshttps://doi.org/10.3390/fire7120477openalex-snapshot
Equations to Predict Carbon Monoxide Emissions from Amazon Rainforest Fires
inferred← citeshttps://doi.org/10.3390/jimaging12010043openalex-snapshot
FF-Mamba-YOLO: An SSM-Based Benchmark for Forest Fire Detection in UAV Remote Sensing Images
inferred← citeshttps://doi.org/10.3390/rs18081193openalex-snapshot
Artificial Intelligence and Machine Learning in Remote Sensing for Tropical Forest Monitoring: Applications, Challenges, and Emerging Solutions
inferred← citeshttps://doi.org/10.3390/su17094010openalex-snapshot
Integrating Strategies Aimed at Biodiversity and Water Resource Sustainability in the Amazonian Region
inferred← citeshttps://doi.org/10.5194/acp-25-8493-2025openalex-snapshot
Technical note: Towards a stronger observational support for haze pollution control by interpreting carbonaceous aerosol results derived from different measurement approaches
inferred← citeshttps://doi.org/10.5194/acp-26-13929-2026openalex-snapshot
Fire carbon emission constraints from space-based carbon monoxide retrievals during the 2019 intense burning season in Brazil
inferred← citeshttps://doi.org/10.5194/bg-20-3803-2023openalex-snapshot
High-resolution data reveal a surge of biomass loss from temperate and Atlantic pine forests, contextualizing the 2022 fire season distinctiveness in France
inferred← citeshttps://doi.org/10.5194/bg-22-2425-2025openalex-snapshot
Reviews and syntheses: Current perspectives on biosphere research 2024–2025 – eight findings from ecology, sociology, and economics
inferred← citeshttps://doi.org/10.5194/bg-22-5247-2025openalex-snapshot
Extensive fire-driven degradation in 2024 marks worst Amazon forest disturbance in over 2 decades
inferred← citeshttps://doi.org/10.5194/egusphere-2023-529-ac1openalex-snapshot
Reply on RC1
inferred← citeshttps://doi.org/10.5194/essd-15-5227-2023openalex-snapshot
Multi-decadal trends and variability in burned area from the fifth version of the Global Fire Emissions Database (GFED5)
inferred← citeshttps://doi.org/10.5194/essd-16-3601-2024openalex-snapshot
State of Wildfires 2023–2024
inferred← citeshttps://doi.org/10.5194/essd-2023-182-ac1openalex-snapshot
Responses to Reviewer Comments on essd-2023-182
inferred← citeshttps://doi.org/10.5194/essd-2023-182-rc1openalex-snapshot
Comment on essd-2023-182
inferred← citeshttps://doi.org/10.5194/essd-2023-182-rc2openalex-snapshot
Comment on essd-2023-182
inferred← citeshttps://doi.org/10.64628/aak.wh4rg5arhopenalex-snapshot
Europe’s ‘pyroregions’: summer 2022 saw 20-year freak fires in regions that are historically immune, close to normal in fire prone areas
inferred← citeshttps://doi.org/10.64628/aak.x7muecge9openalex-snapshot
Incendies 2022 : comprendre la dynamique des feux en Europe grâce aux « pyrorégions »
inferred← citeshttps://doi.org/10.70675/108799f8z3037z4a65za554zc670ff02e19aopenalex-snapshot
Fires, land use, and forest loss in the South American Chaco : understanding the links between fires, climate, ecosystems, and human activity through remote sensing
inferred← citeshttps://doi.org/10.70675/5559f55ez591az48e0za5a4z2d9b432df7a7openalex-snapshot
Mapping forest height and biomass at high resolution in France with satellite remote sensing and deep learning
inferred← citeshttps://doi.org/10.70675/88678f4dze234z4c1bzb092z29a408506757openalex-snapshot
Understanding fire regimes in Europe under current and future climate
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