Scientific Data · 2020 · 458 citations · 82 references
Natural ResourcesEarth SciencesEnvironmental SciencesForest InventoryRemote SensingTerrestrial EcologyBiomass EstimationBiomass Resource AssessmentCarbon Stock AssessmentCarbon Stock EstimationLand Cover MappingVegetation Cover AssessmentAboveground Biomass MappingAboveground Carbon StocksBelowground Carbon StocksBiomass-derived CarbonPercent Cover EstimationPercent Vegetation CoverVegetation CoverVegetation Cover Mapping
Remotely sensed biomass carbon density maps are widely used for myriad scientific and policy applications, but all remain limited in scope. They often only represent a single vegetation type and rarely account for carbon stocks in belowground biomass. To date, no global product integrates these disparate estimates into an all-encompassing map at a scale appropriate for many modelling or decision-making applications. We developed an approach for harmonizing vegetation-specific maps of both above and belowground biomass into a single, comprehensive representation of each. We overlaid input maps and allocated their estimates in proportion to the relative spatial extent of each vegetation type using ancillary maps of percent tree cover and landcover, and a rule-based decision schema. The resulting maps consistently and seamlessly report biomass carbon density estimates across a wide range of vegetation types in 2010 with quantified uncertainty. They do so for the globe at an unprecedented 300-meter spatial resolution and can be used to more holistically account for diverse vegetation carbon stocks in global analyses and greenhouse gas inventories.
82
Google Earth Engine: Planetary-scale geospatial analysis for everyone
Noel Gorelick, M. Hancher, Mike Dixon et al. · Remote Sensing of Environment · 2017 · 14K citations · Full text
High-Resolution Global Maps of 21st-Century Forest Cover Change
Matthew C. Hansen, Peter Potapov, Rebecca Moore et al. · Science · 2013 · 11.6K citations
Terrestrial Ecoregions of the World: A New Map of Life on Earth
David M. Olson, Eric Dinerstein, Eric Wikramanayake et al. · BioScience · 2001 · 8.4K citations · Full text
Natural Sciences, Ecology, Geography +14