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Publications Citing CMS Data

List of peer-reviewed publications that cite using CMS data.
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Declining severe fire activity on managed lands in Equatorial Asia Burned Area, Fire Dynamics, Fire Occurrence, Wetlands, Forests, Fire Ecology, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Estimating forest aboveground biomass using temporal features extracted from multiple satellite data products and ensemble machine learning algorithm Biomass, Canopy Characteristics, Vegetation Cover
Forest aboveground biomass in the southwestern United States from a MISR multi-angle index, 20002015 Biomass, Carbon, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation, LIDAR WAVEFORM, Plant Diseases/Disorders/Pests, Fire Occurrence, Burned Area, Droughts, Land Use/Land Cover, Litter Characteristics, Bidirectional Reflectance Factor, Reflectance
Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles Land Use/Land Cover Classification, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM
Global hotspots of salt marsh change and carbon emissions Salt Marsh, Coastal, Salt Marsh
Greenhouse gas balances in coastal ecosystems: Current challenges in blue carbon estimation and significance to national greenhouse gas inventories Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation, Carbon Flux, Carbon, Carbon, Coastal Processes, Wetlands
Greenwashing in the US metal industry? A novel approach combining SO2 Fossil Fuel Burning, Atmospheric Carbon Dioxide
Evaluation of wetland CH4 in the Joint UK Land Environment Simulator (JULES) land surface model using satellite observations Wetlands, Methane, Emissions
Community Managed Protected Areas Conserve Aboveground Carbon Stocks: Implications for REDD+ Biomass Dynamics, Biomass, Carbon
Coastal ecosystem services modeling in Latin America to guide conservation and restoration strategies: the case of mangroves in Guatemala and El Salvador Coastal, Biomass, Wetlands, Canopy Characteristics
Predictive Analysis of Biomass with Green Mobile Cloud Computing for Environment Sustainability Biomass, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon, Forests
Mining the drivers of forest cover change in the upper Indus Valley Burned Area, Fire Dynamics, Fire Occurrence
Optimizing 4 years of CO2 biospheric fluxes from OCO-2 and in situ data in TM5: fire emissions from GFED and inferred from MOPITT CO data Atmospheric Carbon Dioxide, Carbon Dioxide
Remember your roots: Biogeographic properties of plants' native habitats Soil Organic Carbon (SOC), Soil Bulk Density, Organic Matter
Re-examining the assumption of dominant regional wind and fire spread directions Burned Area, Fire Dynamics, Fire Occurrence
Remote Sensing of Surface and Subsurface Soil Organic Carbon in Tidal Wetlands: A Review and Ideas for Future Research Carbon, Biogeochemical Cycles, Wetlands, Wetlands
Retrieval of forest canopy height in a mountainous region with ICESat-2 ATLAS Canopy Characteristics, Terrain Elevation, Vegetation Height
The novel mangrove environment and composition of the Amazon Delta Coastal, Biomass, Wetlands, Canopy Characteristics
The Latent Dirichlet Allocation model applied to airborne LiDAR data: a case study on mapping forest degradation associated with fragmentation and fire in the ... Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics
Tackling unlit and inefficient gas flaring Gas Flaring, Heat, Methane
Urban edge trees: Urban form and meteorology drive elemental carbon deposition to canopies and soils Fossil Fuel Burning, Atmospheric Carbon Dioxide
Validation of ICESat-2 ATL08 terrain and canopy height retrievals in tropical Mesoamerican forests Canopy Characteristics
Water environmental pressure assessment in agricultural systems in Central Asia based on an Integrated Excess Nitrogen Load Model Fertilizers, Nitrogen Compounds, Aquatic Ecosystems
Treetop: A Shinybased Application and R package for Extracting Forest Information from LiDAR data for Ecologists and Conservationists Forest Composition/Vegetation Structure, Canopy Characteristics
Torchgeo: deep learning with geospatial data Coastal, Biomass, Wetlands, Canopy Characteristics