title: Mapping Above- and Below-Ground Carbon Pools in Boreal Forests: The Case for Airborne Lidar.
abstract: A large and growing body of evidence has demonstrated that airborne scanning light detection and ranging (lidar) systems can be an effective tool in measuring and monitoring above-ground forest tree biomass. However, the potential of lidar as an all-round tool for assisting in assessment of carbon (C) stocks in soil and non-tree vegetation components of the forest ecosystem has been given much less attention. Here we combine the use airborne small footprint scanning lidar with fine-scale spatial C data relating to vegetation and the soil surface to describe and contrast the size and spatial distribution of C pools within and among multilayered Norway spruce (Picea abies) stands. Predictor variables from lidar derived metrics delivered precise models of above- and below-ground tree C, which comprised the largest C pool in our study stands. We also found evidence that lidar canopy data correlated well with the variation in field layer C stock, consisting mainly of ericaceous dwarf shrubs and herbaceous plants. However, lidar metrics derived directly from understory echoes did not yield significant models. Furthermore, our results indicate that the variation in both the mosses and soil organic layer C stock plots appears less influenced by differences in stand structure properties than topographical gradients. By using topographical models from lidar ground returns we were able to establish a strong correlation between lidar data and the organic layer C stock at a stand level. Increasing the topographical resolution from plot averages (~2000 m2) towards individual grid cells (1 m2) did not yield consistent models. Our study demonstrates a connection between the size and distribution of different forest C pools and models derived from airborne lidar data, providing a foundation for future research concerning the use of lidar for assessing and monitoring boreal forest C.
authors.affiliation: Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway.
authors.forename: Terje
authors.initials: T
authors.lastname: Kristensen
authors.affiliation: Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway.
authors.forename: Erik
authors.initials: E
authors.lastname: Næsset
authors.affiliation: Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway.
authors.forename: Mikael
authors.initials: M
authors.lastname: Ohlson
authors.affiliation: Department of Forest Resources, University of Minnesota, Saint Paul, Minnesota, United States of America.
authors.forename: Paul V
authors.initials: PV
authors.lastname: Bolstad
authors.affiliation: United States Forest Service, United States Department of Agriculture, Grand Rapids, Minnesota, United States of America.
authors.forename: Randall
authors.initials: R
authors.lastname: Kolka
mesh_terms: D000388:Air; D018533:Biomass; D002244:Carbon / Q000032:analysis*; D007834:Lasers; D009930:Organic Chemicals / Q000737:chemistry; D012987:Soil / Q000737:chemistry; D066188:Taiga; D014197:Trees / Q000737:chemistry
chemical_list: D009930:Organic Chemicals; D012987:Soil; D002244:Carbon