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Publications Citing Biosphere Data

List of peer-reviewed publications that cite using Biosphere data.
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Mapping forest canopy fuel parameters at European scale using spaceborne LiDAR and satellite data Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity
Mapping forest cover and change as continuous variables is essential to advance consistency across forest monitoring products Land Use/Land Cover Classification, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM
Mapping forest-based natural climate solutions Forests, Biomass, Carbon, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon
Mapping global mangrove canopy height by integrating Ice, Cloud, and Land Elevation Satellite-2 photon-counting LiDAR data with multi-source images Mangroves, Digital Elevation/Terrain Model (DEM), Canopy Characteristics
Mapping 24 woody plant species phenology and ground forest phenology over China from 1951 to 2020 Land Use/Land Cover Classification, Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Reflectance, Enhanced Vegetation Index (EVI)
Mapping a sustainable water future: Private sector opportunities for global water security and resilience Boundaries, Sustainability, Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Conservation
Mapping above ground carbon storage and sequestration using the InVEST Ecosystems, Food Security, Conservation, Sustainability, Climate Adaptation
Mapping aboveground biomass and carbon in salt marshes across the contiguous United States Coastal, Biomass
Mapping aboveground biomass in Indonesian lowland forests using GEDI and hierarchical models Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM
Mapping and assessment of slash-and-burn farming in Palawan, Philippines using various fire and burnt area products Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES
Mapping coastal wetland changes from 1985 to 2022 in the US Atlantic and Gulf Coasts using Landsat time series and national wetland inventories Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation, Carbon Flux, Carbon, Carbon, Coastal Processes, Wetlands
Mapping critical soil moisture thresholds of water stress for global Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification
Mapping desertification susceptibility in the Hodna watershed Algeria, using a remote sensing-based logistic regression approach Infrastructure, Food Security, Conservation, Environmental Health Factors, Urbanization/Urban Sprawl, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux
Local Evapotranspiration Is the Only Relevant Source of Moisture at the Onset of the Rainy Season in South America Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux
Mammal responses to human recreation depend on landscape context Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mangrove ecosystems in Southeast Asia region: Mangrove extent, blue carbon potential and CO2 emissions in 19962020 Coastal, Biomass, Wetlands, Canopy Characteristics
Mangrove extraction from super-resolution images generated by deep learning models Coastal, Biomass, Wetlands, Canopy Characteristics
mapme.biodiversity: Efficient Monitoring of Global Biodiversity Portfolios Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Machine learning allows for large-scale habitat prediction of a wide-ranging carnivore across diverse ecoregions Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review Fire Occurrence, Fire Dynamics, Burned Area
Machine learning and global vegetation: random forests for downscaling and gap filling Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning downscaling of GRACE/GRACE-FO data to capture spatial-temporal drought effects on groundwater storage at a local scale under data-scarcity Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based global air quality index development using remote sensing and ground-based stations Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Loss and recovery of vegetation productivity in response to extreme Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Low But Persistent Organic Carbon Content of Hyperarid River Deposits and Implications for Ancient Mars Photosynthesis, Primary Production, Vegetation Productivity