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Publications Citing Natural Hazards Data

List of peer-reviewed publications that cite using Natural Hazards data.
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Impacts of fire on canopy structure and its resilience depend on successional stage in Amazonian secondary forests Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics
Improving Forest Burned Area Mapping Using Weak Labels and Probabilistic Deep Learning Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature
Emerging regional perspectives of global climate change scenarios: a systematic review Tourism, Infrastructure, Public Health, Poverty Levels, Sustainability, Land Use/Land Cover, Food Security, Environmental Governance/Management, Natural Hazards, Environmental Health Factors, Population Distribution, Urbanization/Urban Sprawl, Water Resources
Effectiveness of the world network of biosphere reserves in maintaining forest ecosystem functions Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance, Total Surface Water
Detecting Burned Vegetation Areas by Merging Spectral and Texture Features in a ResNet Deep Learning Architecture Burned Area, Fire Dynamics, Fire Occurrence
Droughts with no agro-climatological extremes Droughts, Earthquakes, Floods, Landslides, Cyclones, Volcanic Eruptions, Land Use/Land Cover Classification
Drainage density and land cover interact to affect fire occurrence in Indonesian peatlands Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Evaluating ML Algorithms for Landslide Prediction in Northeast India Landslides
Compound dry and hot extremes and their implications for fire activity over the Orinoco River Basin in northern South America Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Estimating surface sulfur dioxide concentrations from satellite data over eastern China: Using chemical transport models vs. machine learning Sulfur Dioxide, Sulfate Particles, Sulfur Oxides, Volcanic Eruptions
Continental scale geographic analysis of hospital exposure to natural hazards in the Americas Droughts, Earthquakes, Floods, Landslides, Cyclones, Volcanic Eruptions, Avalanche, Sustainability
Distinct trajectory of post-fire GPP across forest types in Siberia Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Burned Area, Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification, Emissivity
DecadesLong Evolution of PostFire Permafrost Deformation Detected by InSAR: Insights From Chronosequence in North Yukon Fire Occurrence, Forest Fire Science, Burned Area
Declines in greater bilby (<i> Macrotis</i><i> lagotis)</i> geographic Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Decoding the spatiotemporal dynamics of cropland carbon emission drivers in China: A machine learning-based analysis Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Flood-Fire Interplays in Wetlands: The Rising of an Actionable Field of Study Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Harnessing Machine Learning for Rain Induced Landslide Detection and Analysis Landslides
Heat Stress and Socioeconomic Inequality in Brazil Heat, Sustainability, Poverty Levels, Environmental Health Factors, Population Distribution
Heat-amplifying boreal forests exacerbate snowmelt, fuel availability Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Albedo, Snow Cover
Half of land use carbon emissions in Southeast Asia can be mitigated through peat swamp forest and mangrove conservation and restoration Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Human activity augments lightning ignitions to reshape fire seasonality across all biomes on Earth Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Photosynthesis, Primary Production, Vegetation Productivity
High-Resolution Satellite Data Improve Insights Into Landscape Fires and Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Delayed formation of Arctic snow cover in response to wildland fires in a warming climate Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Forest fire risk assessment model optimized by stochastic average Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Geospatial modelling of Prosopis cineraria (L.) Druce dominance using interpolation and machine learning techniques in arid landscapes of India Sustainability, Natural Hazards, Environmental Health Factors, Population Distribution