Generalized Boosted Models and analysis scripts for fire occurrence, Alaska, 1950-2009

• Main Author: Adam M. Young
• Format: Dataset
• Language: unknown
• Published: Arctic Data Center 2015
• Subjects: EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > FIRE ECOLOGY > FIRE MODELS; EARTH SCIENCE > AGRICULTURE > FOREST SCIENCE > FOREST FIRE SCIENCE; EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > FIRE ECOLOGY > FIRE OCCURRENCE; EARTH SCIENCE > BIOSPHERE > TERRESTRIAL ECOSYSTEMS > ALPINE/TUNDRA; OTHER; GRID; 1 KILOMETER TO 10 KILOMETERS; DECADAL; biota; climatologyMeteorologyAtmosphere; geoscientificInformation; Tundra; Alaska
• Online Access: https://doi.org/10.18739/A26688J13

This nested dataset provide the results from the generalized boosted modelling (GBMs) (also referred to as boosted regression tree (BRT) modelling) from Young et al. (2017). These models are designed to predict the spatial probability of fire occurrence at 4-km 2 spatial resolution and 30-yr tempora...