Global and regional analysis of climate and human drivers of wildfire.

No abstract is available for this paper.

• Publication year

  2011

• Venue

  Science of the Total Environment

• Publication date

  2011-08-15

• Fields of study

  Geography, Medicine, Environmental Science

• Identifiers
  DOI 10.1016/j.scitotenv.2011.05.032PMID 21689843
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Classification and regression trees

  2012cited by this paper
• The Comprehensive R Archive Network

  2012cited by this paper
• Evaluation of global continental hydrology as simulated by the Land-surface Processes and eXchanges Dynamic Global Vegetation Model

  2010cited by this paper
• Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009)

  2010cited by this paper
• Climate and wildfire area burned in western U.S. ecoprovinces, 1916-2003.

  2009cited by this paper
• Climate change, human land use and future fires in the Amazon

  2009cited by this paper
• Will a drier climate result in more lightning

  2009cited by this paper
• Implications of changing climate for global wildland fire

  2009cited by this paper
• Predicted changes in fire weather suggest increases in lightning fire initiation and future area burned in the mixedwood boreal forest

  2009cited by this paper
• Human amplification of drought-induced biomass burning in Indonesia since 1960

  2009cited by this paper
• Regional variations in wildfire susceptibility of land-cover types in Portugal: implications for landscape management to minimize fire hazard

  2009cited by this paper
• Environmental controls on the distribution of wildfire at multiple spatial scales

  2009cited by this paper
• Global Pyrogeography: the Current and Future Distribution of Wildfire

  2009cited by this paper
• Fire in the Earth System

  2009cited by this paper
• Fire in the Earth System

  2009cited by this paper
• The influence of weather and fuel type on the fuel composition of the area burned by forest fires in Ontario, 1996-2006.

  2009cited by this paper
• What limits fire? An examination of drivers of burnt area in Southern Africa

  2009cited by this paper
• Climate controls on the variability of fires in the tropics and subtropics

  2008cited by this paper
• Climate and human influences on global biomass burning over the past two millennia

  2008cited by this paper
• An assessment of potential change in wildfire activity in the Russian boreal forest zone induced by climate warming during the twenty-first century

  2008cited by this paper
• Global characterization of fire activity: toward defining fire regimes from Earth observation data

  2008cited by this paper
• Interactions among Amazon land use, forests and climate: prospects for a near-term forest tipping point

  2008cited by this paper
• Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000

  2008cited by this paper
• Environmental drivers of large, infrequent wildfires: the emerging conceptual model

  2007cited by this paper
• Effects of four decades of fire manipulation on woody vegetation structure in Savanna.

  2007cited by this paper
• Fire persistence traits of plants along a productivity and disturbance gradient in mediterranean shrublands of south‐east Australia

  2007cited by this paper
• Global spatial patterns and temporal trends of burned area between 1981 and 2000 using NOAA‐NASA Pathfinder

  2007cited by this paper
• Bushfires 'down under': patterns and implications of contemporary Australian landscape burning

  2007cited by this paper
• Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction

  2006cited by this paper
• The Influence of Previous Mountain Pine Beetle (Dendroctonus ponderosae) Activity on the 1988 Yellowstone Fires

  2006cited by this paper
• Warming and Earlier Spring Increase Western U.S. Forest Wildfire Activity

  2006cited by this paper
• Modernising policy for public value: Learning lessons from the management of bushfires

  2005cited by this paper
• Future Area Burned in Canada

  2005cited by this paper
• Role of biomass burning and climate anomalies for land‐atmosphere carbon fluxes based on inverse modeling of atmospheric CO2

  2005cited by this paper
• Relationships among fire frequency, rainfall and vegetation patterns in the wet–dry tropics of northern Australia: an analysis based on NOAA‐AVHRR data

  2005cited by this paper
• © Author(s) 2006. This work is licensed under a Creative Commons License. Atmospheric Chemistry and Physics

  2005cited by this paper
• Runaway Fires, Smoke‐Haze Pollution, and Unnatural Disasters in Indonesia*

  2004cited by this paper
• Ecological responses to el Niño-induced surface fires in central Brazilian Amazonia: management implications for flammable tropical forests.

  2004cited by this paper
• State of the Climate in 2003

  2004cited by this paper
• SPATIOTEMPORAL ANALYSIS OF CONTROLS ON SHRUBLAND FIRE REGIMES: AGE DEPENDENCY AND FIRE HAZARD

  2003cited by this paper
• ENVIRONMENTAL AND HUMAN FACTORS INFLUENCING FIRE TRENDS IN ENSO AND NON-ENSO YEARS IN TROPICAL MEXICO

  2003cited by this paper
• Fire as a large-scale edge effect in Amazonian forests

  2002cited by this paper
• The amount of carbon released from peat and forest fires in Indonesia during 1997

  2002cited by this paper
• Random Forests

  2001cited by this paper
• Combustion in tropical biomass fires: a critical review

  2000cited by this paper
• Climate and Vegetation as Driving Factors in Global Fire Activity

  2000cited by this paper
• CLASSIFICATION AND REGRESSION TREES: A POWERFUL YET SIMPLE TECHNIQUE FOR ECOLOGICAL DATA ANALYSIS

  2000cited by this paper
• Representing Twentieth-Century Space-Time Climate Variability. Part II: Development of 1901-96 Monthly Grids of Terrestrial Surface Climate

  2000cited by this paper
• Large-scale impoverishment of Amazonian forests by logging and fire

  1999cited by this paper
• Climate Warming, Wildfire Hazard, and Wildfire Occurrence in Coastal Eastern Spain

  1998cited by this paper
• Bagging Predictors

  1996cited by this paper
• Fire Growth in Grassland Fuels

  1995cited by this paper
• Using fuel characteristics to estimate plant ignitability for fire hazard reduction

  1995cited by this paper
• Biological Consequences of Ecosystem Fragmentation: A Review

  1991cited by this paper

• Uncovering open biomass burning practices in East Africa (2013−2022) using data mining for evidence-based policy development

  2026cites this paper
• Spatiotemporal Characteristics and Attribution of Global Wildfire Burned

  2026cites this paper
• Characteristics of human-induced forest fires in China by integrating information from court sentencing records and multiple geospatial data

  2026cites this paper
• Machine learning analysis of Iran’s wildfire landscape and anthropogenic influences

  2026cites this paper
• Long-term trends in global land aerosol optical depth and teleconnection with sea surface temperature during 2000–2023

  2026cites this paper
• Post-fire recovery is modulated by the position in the realized climatic niche in three Mediterranean tree species

  2026cites this paper
• Non-separable spatio-temporal Poisson point process models for fire occurrences

  2025cites this paper
• Spatial prediction of forest fires in India: a machine learning approach for improved risk assessment and early warning systems

  2025cites this paper
• Substantial increase in wildfire danger conditions under anthropogenic climate change in Southwest France

  2025cites this paper
• Spatiotemporal analysis of wildfires in Alberta, Canada over the past sixty years: Increased wildfire frequency by human activities.

  2025cites this paper
• 30 Years of Land Cover Changes Within a Global Deforestation Front: Insights From the Chaco Serrano Mountains

  2025cites this paper
• Vulnerability of structures and infrastructure to wildfires: a perspective into assessment and mitigation strategies

  2025cites this paper
• Development of a statistical model for global burned area simulation within a DGVM-compatible framework

  2025cites this paper
• Deep learning for wildfire risk prediction: Integrating remote sensing and environmental data

  2025cites this paper
• Global wildfire patterns and drivers under climate change

  2025cites this paper
• Comparing Grassland Fire Drivers and Models in Inner Mongolia Using Field and Remote Sensing Data

  2025cites this paper
• Developing an indicator system for urban fire risk assessment

  2025cites this paper
• The climatic patterns that control regional fire activity in the Brazilian savanna

  2025cites this paper
• Probability and spatiotemporal dynamics of active fire occurrence in Inner Mongolia, China from 2000 to 2022

  2025cites this paper
• Wildfires Classification in Canadian Boreal Forest: A Comparative Study of Logistic Regression and XGBoost Models

  2025cites this paper
• Human Mediation of Wildfires and Its Representation in Terrestrial Ecosystem Models

  2025cites this paper
• Sustainable development key to limiting climate change-driven wildfire damages

  2025cites this paper
• Influencing factors of ecosystem services and their spatiotemporal change assessment based on land use in Rwanda

  2025cites this paper
• Applicability Assessment of GFED4 and GFED5 on Forest Fires in Chinese Mainland and Its Fire-Scale Patterns Change

  2025cites this paper
• Rethinking the agricultural use of fire and its influence on the occurrence of wildfire in high Andean communities of Cusco, Peru

  2025cites this paper
• Deep scars of fire: A conundrum of shrinking forests, biological invasions, and dryness leading to lower water provision and security

  2025cites this paper
• Estimating air pollutant emissions from the 2024 wildfires in Canada and the impact on air quality

  2025cites this paper
• Enhancing forest fire susceptibility mapping in Xichang City, China using DBSCAN-based non-fire point selection integrated with deep neural network

  2025cites this paper
• Predicting Wildfire Spread with Machine Learning and a Socio-Ecological Approach to Identify Areas of High Vulnerability

  2025cites this paper
• Human land occupation regulates the effect of the climate on the burned area of the Brazilian Cerrado

  2024cites this paper
• SHAP-Driven Explainable Artificial Intelligence Framework for Wildfire Susceptibility Mapping Using MODIS Active Fire Pixels: An In-Depth Interpretation of Contributing Factors in Izmir, Türkiye

  2024cites this paper
• Wildfire Risk Prediction: A Review

  2024cites this paper
• Data-Driven Wildfire Spread Modeling of European Wildfires Using a Spatiotemporal Graph Neural Network

  2024cites this paper
• Physical, social, and biological attributes for improved understanding and prediction of wildfires: FPA FOD-Attributes dataset

  2024cites this paper
• The Influence of Wildfire Climate on Wildfire Incidence: The Case of Portugal

  2024cites this paper
• Predicting Wildfire Ember Hot-Spots on Gable Roofs via Deep Learning

  2024cites this paper
• Spatio-Temporal Marked Point Process Model to Understand Forest Fires in the Mediterranean Basin

  2024cites this paper
• Advancements in remote sensing for active fire detection: A review of datasets and methods.

  2024cites this paper
• Exploring spatiotemporal dynamics of NDVI and climate-driven responses in ecosystems: Insights for sustainable management and climate resilience

  2024cites this paper
• A Combination of Human Activity and Climate Drives Forest Fire Occurrence in Central Europe: The Case of the Czech Republic

  2024cites this paper
• Disentangling the Roles of Climate Variables in Forest Fire Occurrences in China

  2024cites this paper
• Development of an Integrated Wildfire Danger Rating System for pre-fire planning and incident forecasting

  2024cites this paper
• A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

  2024cites this paper
• Global Wildfire Danger Predictions Based on Deep Learning Taking into Account Static and Dynamic Variables

  2024cites this paper
• Satellite remote sensing reveals overwhelming recovery of forest from disturbances in Asia

  2024cites this paper
• Forest fire dynamics in India (2005–2022): Unveiling climatic Impacts, spatial Patterns, and interface with anthrax incidence

  2024cites this paper
• Fine particle pollution during megafires contains potentially toxic elements.

  2024cites this paper
• Assessment of the effects of different variable weights on wildfire susceptibility

  2024cites this paper
• Modelling wildfire activity in wildland–urban interface (WUI) areas of Sardinia, Italy

  2024cites this paper
• Characterizing the occurrence of wildland-urban interface fires and their important factors in China

  2024cites this paper
• The role of weather and climate information services to support in wildfire management in Northwestern Europe

  2024cites this paper
• Hydrometeorology-wildfire relationship analysis based on a wildfire bivariate probabilistic framework in different ecoregions of the continental United States

  2024cites this paper
• Spatio-temporal point process modelling of fires in Sicily exploring human and environmental factors

  2024cites this paper
• Spatiotemporal pattern of ENSO-induced modulation on landscape fires over Pacific Rim from 2001‒2020

  2024cites this paper
• Attributing human mortality from fire PM2.5 to climate change

  2024cites this paper
• The drivers of fire in the Caatinga Biome in Brazil

  2024cites this paper
• Fire risk modeling: an integrated and data-driven approach applied to Sicily

  2023cites this paper
• Exploring EM-DAT for depicting spatiotemporal trends of drought and wildfires and their connections with anthropogenic pressure

  2023cites this paper
• Optimal forest management in the presence of endogenous fire risk and fuel control

  2023cites this paper
• Quantitative assessment of fire occurrence Dead Fuel Index threshold and spatio-temporal variation in different grassland types of China-Mongolia border area

  2023cites this paper
• Wildfire Risk Assessment Considering Seasonal Differences: A Case Study of Nanning, China

  2023cites this paper
• Climate Change, Forest Fires, and Territorial Dynamics in the Amazon Rainforest: An Integrated Analysis for Mitigation Strategies

  2023cites this paper
• Method of Wildfire Risk Assessment in Consideration of Land-Use Types: A Case Study in Central China

  2023cites this paper
• Differentiating Fire Regimes and Their Biophysical Drivers in Central Portugal

  2023cites this paper
• Fire risk: an integrated modelling approach

  2023cites this paper
• Building wildland–urban interface zone resilience through performance-based wildfire engineering. A holistic theoretical framework

  2023cites this paper
• Whether the enhanced terrestrial vegetation carbon sink affect the water resources in the middle-low latitude karst areas of China?

  2023cites this paper
• Global fire modelling and control attributions based on the ensemble machine learning and satellite observations

  2023cites this paper
• Buffering effect of global vegetation on the air-land exchange of mercury: Insights from a novel terrestrial mercury model based on CESM2-CLM5.

  2023cites this paper
• ENSO‐Related Fire Weather Changes in Southeast and Equatorial Asia: A Quantitative Evaluation Using Fire Weather Index

  2023cites this paper
• A data-driven model for Fennoscandian wildfire danger

  2023influential citation
• How Does Fire Suppression Alter the Wildfire Regime? A Systematic Review

  2023cites this paper
• Investigation of Ozone Formation Chemistry during the Salt Lake Regional Smoke, Ozone, and Aerosol Study (SAMOZA)

  2023cites this paper
• Impact of climate and socioeconomic changes on fire carbon emissions in the future: Sustainable economic development might decrease future emissions

  2023cites this paper
• Mapping Annual Cropping Pattern from Time-Series MODIS EVI Using Parameter-Tuned Random Forest Classifier

  2023cites this paper
• Landslide Vulnerability Assessment Based on Climate Change Scenarios Using the Maximum Entropy (MaxEnt) Model

  2023cites this paper
• Integrated wildfire danger models and factors: A review.

  2023cites this paper
• Spatiotemporal Patterns and Risk Zoning of Wildfire Occurrences in Northeast China from 2001 to 2019

  2023cites this paper
• Anthropogenic and Lightning Fire Incidence and Burned Area in Europe

  2022cites this paper
• Managing Wildfire Risk in Mosaic Landscapes: A Case Study of the Upper Gata River Catchment in Sierra de Gata, Spain

  2022cites this paper
• Adaptation Strategies and Approaches for Managing Fire in a Changing Climate

  2022cites this paper
• Spatial and Temporal Distribution Characteristics of Active Fires in China Using Remotely Sensed Data

  2022cites this paper
• High-resolution mapping of wildfire drivers in California based on machine learning.

  2022cites this paper
• Interpreting machine learning prediction of fire emissions and comparison with FireMIP process-based models

  2022cites this paper
• Determinación de regímenes de incendios y sequías usando información satelital y meteorológica para Córdoba, Argentina

  2022cites this paper
• Evaluating Incentive-Driven Policies to Reduce Social Losses Associated with Wildfire Risk Misinformation

  2022cites this paper
• Climate and socioeconomic drivers of biomass burning and carbon emissions from fires in tropical dry forests: A Pantropical analysis

  2022cites this paper
• Estimating Future Residential Property Risk Associated with Wildfires in Louisiana, U.S.A.

  2022cites this paper
• The contribution of data-driven poverty alleviation funds in achieving mid-21st-Century multidimensional poverty alleviation planning

  2022cites this paper
• Risk Factors and Prediction of the Probability of Wildfire Occurrence in the China-Mongolia-Russia Cross-Border Area

  2022cites this paper
• Improved burn severity estimation by using Land Surface Phenology metrics and red edge information estimated from Landsat

  2022cites this paper
• Towards a systemic approach to fire risk management

  2022cites this paper
• Characterization of global wildfire burned area spatiotemporal patterns and underlying climatic causes

  2022cites this paper
• Unravelling the effect of climate change on fire danger and fire behaviour in the Transboundary Biosphere Reserve of Meseta Ibérica (Portugal-Spain)

  2022cites this paper
• How Environmental Factors Affect Forest Fire Occurrence in Yunnan Forest Region

  2022cites this paper
• A low-order dynamical model for fire-vegetation-climate interactions

  2022cites this paper
• Forecasting wildfires in major forest types of India

  2022cites this paper
• Machine Learning for Modeling Wildfire Susceptibility at the State Level: An Example from Arkansas, USA

  2022cites this paper
• Fire Regions as Environmental Niches: A New Paradigm to Define Potential Fire Regimes in Africa and Australia

  2022influential citation
• Monitoring trends in global vegetation fire hot spots using MODIS data

  2022cites this paper