Distribution of Above Ground Live Biomass in Vegetation Type Categories - Tree

This dataset consists of 5 raster files of the proportion of above ground live biomass in these vegetation type categories: (1) Shrub obligate resprouting; (2) Shrub obligate seeding; (3) Shrub facultative seeding; (4) Tree; and (5) Herb. The spatial extent of these data cover 6,441,208 ha and is defined by the 42 Level IV Ecoregions (Bailey 2016) that intersect the four southern US Department of Agriculture (USDA) National Forests in southern California (Angeles, Cleveland, Los Padres, and San Bernardino):

Mediterranean-climate region (MCR) shrublands have evolved a set of regeneration strategies in response to periodic, high-intensity wildfires: obligate seeding (OS), obligate resprouting (OR), and facultative seeding (FS) species. Spatial variation is seen in different regeneration strategies. In California, previous studies have found a higher abundance of OR species in mesic environments and OS species in xeric environments).

Analyzing the spatial rasters depicting OS-, OR- or FS- dominated pixels, researchers found dramatically different spatial patterns between the three shrub regeneration strategies. FS species covered the greatest spatial distribution, accounting for 3,372,125 ha (71%) of shrub dominated pixels in the study area: the FS group covered a range of productivity gradients and vegetation types, although it was notably absent from high elevation areas. In contrast, OS-dominated pixels covered the smallest spatial area (21,899 ha, 5% of shrub dominated pixels) occurring throughout the study area from coastal Big Sur and the Santa Ynez Mountains on the Los Padres National Forest to interior locations including the eastern fringes of the San Jacinto mountains (desert shrub vegetation) in the south. Finally, pixels dominated by OR species covered a similarly small area, 25,075 ha (5% of shrub dominated pixels in the study area), showing aggregations in the San Bernardino and San Gorgonio Mountains on the San Bernardino National Forest; San Gabriel Mountains on the Angeles National Forest, and throughout higher elevations on the Los Padres National Forest. OR-dominated pixels were notably absent in lower elevation areas with low water availability, as indicated in the relationship with climatic water deficit and solar radiation. The proportion of each post-fire shrub regeneration type is critical for a number of reasons, including assessing the ability of shrublands to recover from multiple, short- interval fires or helping to prioritize areas for post-fire restoration.

Data and Resources

Additional Info

Field Value
Version Version 5.0
Last Updated March 28, 2025, 08:35 (UTC)
Created March 7, 2025, 07:52 (UTC)
category /Forest and Shrubland Resilience/Composition/Distribution of Above Ground Live Biomass in Vegetation Type Categories
collection_name California Landscape Metrics
creation_method Researchers developed a multinomial model using temporally dynamic and static variables to predict the distribution of the three shrub post-fire regeneration strategies - obligate seeders (OS), facultative seeders (FS), obligate resprouters (OR), plus trees and herbs, in southern California. Researchers used 222 USDA Forest Service Forest Inventory and Analysis (FIA) plots and 17 predictor variables including: median 2001-2020 NDVI and biomass, vegetation type, precipitation, slope, aspect, and soil characteristics. Each predictor variable was available as a raster dataset to which the model was applied to produce the 5 raster files which estimate the proportion (percentage) of biomass within each of the five groups. Overall, model cross-validation showed the accuracy achieved 50% of predicted value within 8 to 24 percent of the actual value, with prediction accuracy highest for herb biomass and lowest for OR. Of the three shrub regeneration strategies, OS biomass was predicted with the highest accuracy and narrowest environmental range. The files are named as follows: ObResprouters = percentage of obligate resprouter biomass per pixel. ObSeeders= percentage of obligate seeder biomass per pixel. FacSeeders= percentage of facultative seeder biomass per pixel. TreeBiomass = percentage of tree biomass per pixel. HerbBiomass = percentage of herb biomass per pixel.
data_units Percentage of life history/postfire regeneration type per pixel (0 – 100)
data_vintage 2011
date_updated August 2024
element Composition
encoding utf8
file_name SoCal_TreeBiomass_2011_202312_T2_v5
format GeoTiff
harvest_object_id bf468f02-966c-443a-a1a1-968c1154e92d
harvest_source_id a2637971-af12-457f-ae4a-831d2202a539
harvest_source_title WIFIRE Commons
maximum_value 100.0
metric_definition_and_relevance This dataset consists of 5 raster files of the proportion of above ground live biomass in these vegetation type categories: (1) Shrub obligate resprouting; (2) Shrub obligate seeding; (3) Shrub facultative seeding; (4) Tree; and (5) Herb. The spatial extent of these data cover 6,441,208 ha and is defined by the 42 Level IV Ecoregions (Bailey 2016) that intersect the four southern US Department of Agriculture (USDA) National Forests in southern California (Angeles, Cleveland, Los Padres, and San Bernardino): Mediterranean-climate region (MCR) shrublands have evolved a set of regeneration strategies in response to periodic, high-intensity wildfires: obligate seeding (OS), obligate resprouting (OR), and facultative seeding (FS) species. Spatial variation is seen in different regeneration strategies. In California, previous studies have found a higher abundance of OR species in mesic environments and OS species in xeric environments). Analyzing the spatial rasters depicting OS-, OR- or FS- dominated pixels, researchers found dramatically different spatial patterns between the three shrub regeneration strategies. FS species covered the greatest spatial distribution, accounting for 3,372,125 ha (71%) of shrub dominated pixels in the study area: the FS group covered a range of productivity gradients and vegetation types, although it was notably absent from high elevation areas. In contrast, OS-dominated pixels covered the smallest spatial area (21,899 ha, 5% of shrub dominated pixels) occurring throughout the study area from coastal Big Sur and the Santa Ynez Mountains on the Los Padres National Forest to interior locations including the eastern fringes of the San Jacinto mountains (desert shrub vegetation) in the south. Finally, pixels dominated by OR species covered a similarly small area, 25,075 ha (5% of shrub dominated pixels in the study area), showing aggregations in the San Bernardino and San Gorgonio Mountains on the San Bernardino National Forest; San Gabriel Mountains on the Angeles National Forest, and throughout higher elevations on the Los Padres National Forest. OR-dominated pixels were notably absent in lower elevation areas with low water availability, as indicated in the relationship with climatic water deficit and solar radiation. The proportion of each post-fire shrub regeneration type is critical for a number of reasons, including assessing the ability of shrublands to recover from multiple, short- interval fires or helping to prioritize areas for post-fire restoration.
minimum_value 1.0
pillar Forest and Shrubland Resilience
spatial {"type": "Polygon", "coordinates": [[[-121.96127857773588, 32.471199159563106], [-115.02073684996881, 32.471199159563106], [-115.02073684996881, 36.78874217764881], [-121.96127857773588, 36.78874217764881], [-121.96127857773588, 32.471199159563106]]]}
sub_element Distribution of Above Ground Live Biomass in Vegetation Type Categories
tier 2