The LANDFIRE existing vegetation layers describe the
following elements of existing vegetation for each LANDFIRE mapping
zone: existing vegetation type, existing vegetation canopy cover, and
existing vegetation height. Vegetation is mapped using predictive
landscape models based on extensive field reference data, satellite
imagery, biophysical gradient layers, and classification and regression
trees.
The existing vegetation type (EVT) data layer
represents the current distribution of the terrestrial ecological
systems classification developed by NatureServe for the western
Hemisphere.
A terrestrial ecological system is defined as a group of plant
community types (associations) that tend to co-occur within landscapes
with similar ecological processes, substrates, and/or environmental
gradients. EVTs are mapped in LANDFIRE using decision tree models, field
reference data, Landsat imagery, digital elevation model data, and
biophysical gradient data. Go to
for more information regarding contributors of field plot data.
Decision tree models are developed separately for each of the three
life-forms -tree, shrub, and herbaceous - using C5 software. Life-form
specific cross validation error matrices are generated during this
process to assess levels of accuracy of the models. Decision tree
relationships are then used to generate life-form specific EVT spatial
data layers.
The final EVT and Environemtanl Site Potential (ESP) layers
are compared and rectified through a series of QA/QC measures. Values
of one or more of these data layers are adjusted based on a hierarchical
decision tree ruleset in order to align the respective life-forms and
life-zone of each ESP and EVT category. The EVT layer is used in many
subsequent LANDFIRE data layers. LF 2012 (lf_1.3.0) used modified LF
2010 (lf_1.2.0) data as a launching point to incorporate disturbance and
its severity, both managed and natural, which occurred on the landscape
2011 and 2012. Specific examples of disturbance are: fire, vegetation
management, weather, and insect and disease.
The final disturbance data
used in LANDFIRE is the result of several efforts that include data
derived in part from remotely sensed land change methods, Monitoring
Trends in Burn Severity (MTBS), and the LANDFIRE Events data call.
Vegetation growth was modeled where both disturbance and non-disturbance
occurs.Urban, agriculture, and wetlands were refined to reflect a 2012
landscape using the National Conservation Easement Database, National
Wetlands Inventory (NWI), and Common Land Unit database (CLU) data.