DOI: 10.5281/zenodo.4020697
title: LiDAR canopy structure 2014

description: <b>Description: </b>LiDAR derived canopy structure and topography across SAFE, Maliau Conservation Area and Danum Valley in Malaysian Borneo. These maps were produced following a survey by the Natural Environment Research Council Airborne Research Facility in 2014. Georeferenced point clouds were tiled, noise points were removed and ground points classified using Lastools. Digital terrain models (DTM) were produced from classified ground points at 10 m resolution. Point clouds were normalised (through ground subtraction) to produce 1 m resolution pitfree canopy height model (CHM) rasters. Normalised CHMs were also used to produce 20 m resolution plant area density (PAD) profile and plant area index (PAI) rasters as well as a number of statistics calculated for 20 m resolution vertical profiles. Point density is reported as a means to assess data quality, higher values indicate more data and are likely to be more reliable, particularly for dense tall forests, which depend on high point densities for accurate ground detection. Above-ground carbon density was calculated at 1 ha resolution from top of canopy height and gap fraction (derived from canopy height models) also at 1 ha resolution.<b>Project: </b>This dataset was collected as part of the following SAFE research project: <b>Influences of disturbance and environmental variation on biomass change in Malaysian Borneo</b><b>Funding: </b>These data were collected as part of research funded by: Natural Environmental Research Council (Human Modified Tropical Forests Consortium Grant, NE/K016377/1)This dataset is released under the CC-BY 4.0 licence, requiring that you cite the dataset in any outputs, but has the additional condition that you acknowledge the contribution of these funders in any outputs.<b>Permits: </b>These data were collected under permit from the following authorities:Sabah Biodiversity Council (Research licence Unknown)<b>XML metadata: </b>GEMINI compliant metadata for this dataset is available here<b>Files: </b>This dataset consists of 64 files: SAFE_archive_LiDAR_Swinfield.xlsx, Danum_acd.tif, Danum_chm.tif, Danum_dtm.tif, Danum_pad_canopy_height.tif, Danum_pad_kurt.tif, Danum_pad_mean.tif, Danum_pad_n_layers.tif, Danum_pad_shannon.tif, Danum_pad_shape.tif, Danum_pad_skew.tif, Danum_pad_std.tif, Danum_pai.tif, Danum_pai_02_10m.tif, Danum_pai_10_20m.tif, Danum_pai_20_30m.tif, Danum_pai_30_40m.tif, Danum_pai_40_50m.tif, Danum_pai_50_60m.tif, Danum_pai_60_70m.tif, Danum_pai_70_80m.tif, Danum_point_density.tif, Maliau_acd.tif, Maliau_chm.tif, Maliau_dtm.tif, Maliau_pad_n_layers.tif, Maliau_pad_canopy_height.tif, Maliau_pad_kurt.tif, Maliau_pad_mean.tif, Maliau_pad_shannon.tif, Maliau_pad_shape.tif, Maliau_pad_skew.tif, Maliau_pad_std.tif, Maliau_pai.tif, Maliau_pai_02_10m.tif, Maliau_pai_10_20m.tif, Maliau_pai_20_30m.tif, Maliau_pai_30_40m.tif, Maliau_pai_40_50m.tif, Maliau_pai_50_60m.tif, Maliau_pai_60_70m.tif, Maliau_pai_70_80m.tif, Maliau_point_density.tif, SAFE_acd.tif, SAFE_pad_canopy_height.tif, SAFE_chm.tif, SAFE_dtm.tif, SAFE_pad_kurt.tif, SAFE_pad_mean.tif, SAFE_pad_n_layers.tif, SAFE_pad_shannon.tif, SAFE_pad_shape.tif, SAFE_pad_skew.tif, SAFE_pad_std.tif, SAFE_pai.tif, SAFE_pai_02_10m.tif, SAFE_pai_10_20m.tif, SAFE_pai_20_30m.tif, SAFE_pai_30_40m.tif, SAFE_pai_40_50m.tif, SAFE_pai_50_60m.tif, SAFE_pai_60_70m.tif, SAFE_pai_70_80m.tif, SAFE_point_density.tif<b>SAFE_archive_LiDAR_Swinfield.xlsx</b>This file only contains metadata for the files below<b>Danum_acd.tif</b>Description: Danum Valley above-ground carbon densityThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_acd)Description: Danum Valley above-ground carbon densityNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_acd</b>: Above-ground carbon density (ACD) (Field type: numeric)<b>Danum_chm.tif</b>Description: Danum Valley canopy height modelThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_chm)Description: Danum Valley canopy height modelNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_chm</b>: Canopy height model (CHM) (Field type: numeric)<b>Danum_dtm.tif</b>Description: Danum Valley digital terrain modelThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_dtm)Description: Danum Valley digital terrain modelNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_dtm</b>: Digital terrain model (DTM) (Field type: numeric)<b>Danum_pad_canopy_height.tif</b>Description: Danum Valley maximum canopy heightThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_canopy_height)Description: Danum Valley maximum canopy heightNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_canopy_height</b>: Maximum canopy height (Field type: numeric)<b>Danum_pad_kurt.tif</b>Description: Danum Valley plant area density kurtosisThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_kurt)Description: Danum Valley plant area density kurtosisNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_kurt</b>: Plant area density kurtosis (Field type: numeric)<b>Danum_pad_mean.tif</b>Description: Danum Valley plant area density meanThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_mean)Description: Danum Valley plant area density meanNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_mean</b>: Plant area density central height (Field type: numeric)<b>Danum_pad_n_layers.tif</b>Description: Danum Valley number of discrete plant area density layersThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_n_layers)Description: Danum Valley number of discrete plant area density layersNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_n_layers</b>: Plant area density number of layers (Field type: numeric)<b>Danum_pad_shannon.tif</b>Description: Danum Valley plant area density shannon indexThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_shannon)Description: Danum Valley plant area density shannon indexNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_shannon</b>: Plant area density Shannon index (Field type: numeric)<b>Danum_pad_shape.tif</b>Description: Danum Valley plant area density shapeThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_shape)Description: Danum Valley plant area density shapeNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_shape</b>: Plant area density shape (Field type: numeric)<b>Danum_pad_skew.tif</b>Description: Danum Valley plant area density skewThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_skew)Description: Danum Valley plant area density skewNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_skew</b>: Plant area density skew (Field type: numeric)<b>Danum_pad_std.tif</b>Description: Danum Valley plant area density standard deviationThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pad_std)Description: Danum Valley plant area density standard deviationNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pad_std</b>: Plant area density standard deviation (Field type: numeric)<b>Danum_pai.tif</b>Description: Danum Valley plant area indexThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai)Description: Danum Valley plant area indexNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai</b>: Plant area index (Field type: numeric)<b>Danum_pai_02_10m.tif</b>Description: Danum Valley plant area index between 2 m and 10 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_02_10m)Description: Danum Valley plant area index between 2 m and 10 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_02_10m</b>: Plant area index between 2 m and 10 m above ground (Field type: numeric)<b>Danum_pai_10_20m.tif</b>Description: Danum Valley plant area index between 10 m and 20 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_10_20m)Description: Danum Valley plant area index between 10 m and 20 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_10_20m</b>: Plant area index between 10 m and 20 m above ground (Field type: numeric)<b>Danum_pai_20_30m.tif</b>Description: Danum Valley plant area index between 20 m and 30 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_20_30m)Description: Danum Valley plant area index between 20 m and 30 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_20_30m</b>: Plant area index between 20 m and 30 m above ground (Field type: numeric)<b>Danum_pai_30_40m.tif</b>Description: Danum Valley plant area index between 30 m and 40 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_30_40m)Description: Danum Valley plant area index between 30 m and 40 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_30_40m</b>: Plant area index between 30 m and 40 m above ground (Field type: numeric)<b>Danum_pai_40_50m.tif</b>Description: Danum Valley plant area index between 40 m and 50 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_40_50m)Description: Danum Valley plant area index between 40 m and 50 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_40_50m</b>: Plant area index between 40 m and 50 m above ground (Field type: numeric)<b>Danum_pai_50_60m.tif</b>Description: Danum Valley plant area index between 50 m and 60 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_50_60m)Description: Danum Valley plant area index between 50 m and 60 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_50_60m</b>: Plant area index between 50 m and 60 m above ground (Field type: numeric)<b>Danum_pai_60_70m.tif</b>Description: Danum Valley plant area index between 60 m and 70 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_60_70m)Description: Danum Valley plant area index between 60 m and 70 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_60_70m</b>: Plant area index between 60 m and 70 m above ground (Field type: numeric)<b>Danum_pai_70_80m.tif</b>Description: Danum Valley plant area index between 70 m and 80 m above groundThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_pai_70_80m)Description: Danum Valley plant area index between 70 m and 80 m above groundNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_pai_70_80m</b>: Plant area index between 70 m and 80 m above ground (Field type: numeric)<b>Danum_point_density.tif</b>Description: Danum Valley LiDAR point densityThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Danum_point_density)Description: Danum Valley LiDAR point densityNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Danum_point_density</b>: LiDAR point density (Field type: numeric)<b>Maliau_acd.tif</b>Description: Maliau above-ground carbon densityThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_acd)Description: Maliau above-ground carbon densityNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_acd</b>: Above-ground carbon density (ACD) (Field type: numeric)<b>Maliau_chm.tif</b>Description: Maliau canopy height modelThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_chm)Description: Maliau canopy height modelNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_chm</b>: Canopy height model (CHM) (Field type: numeric)<b>Maliau_dtm.tif</b>Description: Maliau digital terrain modelThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_dtm)Description: Maliau digital terrain modelNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_dtm</b>: Digital terrain model (DTM) (Field type: numeric)<b>Maliau_pad_n_layers.tif</b>Description: Maliau number of discrete plant area density layersThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_n_layers)Description: Maliau maximum canopy heightNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_n_layers</b>: Plant area density number of layers (Field type: numeric)<b>Maliau_pad_canopy_height.tif</b>Description: Maliau maximum canopy heightThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_canopy_height)Description: Maliau plant area density kurtosisNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_canopy_height</b>: Maximum canopy height (Field type: numeric)<b>Maliau_pad_kurt.tif</b>Description: Maliau plant area density kurtosisThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_kurt)Description: Maliau plant area density meanNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_kurt</b>: Plant area density kurtosis (Field type: numeric)<b>Maliau_pad_mean.tif</b>Description: Maliau plant area density meanThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_mean)Description: Maliau number of discrete plant area density layersNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_mean</b>: Plant area density central height (Field type: numeric)<b>Maliau_pad_shannon.tif</b>Description: Maliau plant area density shannon indexThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_shannon)Description: Maliau plant area density shannon indexNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_shannon</b>: Plant area density Shannon index (Field type: numeric)<b>Maliau_pad_shape.tif</b>Description: Maliau plant area density shapeThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_shape)Description: Maliau plant area density shapeNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_shape</b>: Plant area density shape (Field type: numeric)<b>Maliau_pad_skew.tif</b>Description: Maliau plant area density skewThis file contains 1 data tables:<b>Attribute table for raster</b> (described in worksheet Maliau_pad_skew)Description: Maliau plant area density skewNumber of fields: 1Number of data rows: Unavailable (table metadata description only).Fields: <b>Maliau_pad_skew</b>: Plant area density skew (Field type: numeric)