Table 2. Data record and their descriptions. ETRS-TM35FIN (EPSG:3067) is a projected coordinate reference system (CRS) commonly used in Finland. N2000 is the used vertical reference system. Tree species distribution is presented for tree attributes. For stand-level forest inventory attributes, the minimum–maximum ranges as well as mean values (in parenthesis) across the sample plots is presented. |
Data record | Description | Data format |
Tree-segmented point cloud data | A point cloud file (one per each sample plot) containing the following attributes for each point record: | .laz (version 1.4) |
- X coordinate (Easting) [m], ETRS-TM35FIN (epsg: 3067) |
- Y coordinate (Northing) [m], ETRS-TM35FIN (epsg: 3067) |
- Z coordinate (Height) [m], N2000 |
- Reflectance (distance-corrected intensity) [dB] (stored as Extra Field) |
- Return number |
- Number of returns |
- Scan position ID (stored as Point Source ID) |
- Height above ground level [m] (stored as Extra Field ‘h’) |
- Tree ID number (stored as Extra Field ‘treeid’) |
Tree attributes | A text file containing the following attributes for each tree segmented, in the order of their appearance: | .csv (comma delimited) |
- x: X coordinate of stem cross section mid-point (Easting) [m], ETRS-TM35FIN (epsg: 3067) |
- y: Y coordinate of stem cross section mid-point (Northing) [m], ETRS-TM35FIN (epsg: 3067) |
- z: Z coordinate of stem cross section height [m], N2000 |
- plot_id: Sample plot ID number |
- tree_id: Tree ID number |
- tree_sp: Tree species: | n |
0 = not defined | 1882 |
1 = Scots pine (Pinus sylvestris L.) | 1811 |
2 = Norway spruce (Picea abies (L.) H. Karst.) | 1415 |
3 = Birches (Betula L. spp.) | 989 |
4 = European aspen (Populus tremula L.) | 71 |
5 = grey alder (Alnus incana (L.) Moench) | 44 |
6 = common alder (Alnus glutinosa (L.) Gaertn.) | 1 |
7 = rowan (Sorbus aucuparia L.) | 68 |
9 = Larix spp. | 1 |
10 = Fir (Abies spp.) | 6 |
11 = unknown species | 29 |
12 = common juniper (Juniperus communis L.) | 3 |
- stem_diam: Stem diameter at the height of tree identification [m] |
- tree_height: Tree height [m] |
- crown_area: Crown projection area [m2] |
- crown_diam: Crown diameter [m] |
- circle_compl: Circle completeness [%] (related to Hough circle finding) |
- goodness_of_fit: Goodness of fit [%] (related to Hough circle finding) |
- pts_on_circle: n.o. points on the fitted circle (related to Hough circle finding) |
- slice_height: point cloud slicing height (± 0.15 m) for tree identification |
Forest inventory attributes | A text file containing stand-level forest inventory attributes for each sample plot, in the order of their appearance in the file: | .csv (comma delimited) |
- plot_id: Sample plot ID number |
- x: X coordinate of sample plot center (Easting) [m], ETRS-TM35FIN (epsg: 3067) |
- y: Y coordinate of sample plot center (Northing) [m], ETRS-TM35FIN (epsg: 3067) |
| min–max (mean) |
- N: number of trees per hectare | 166–2080 (697) |
- G: mean basal area [m2/ha] | 4.9–50.9 (30.2) |
- V: total stem volume [m3/ha] | 40.9–625.1 (324.0) |
- Dg: basal area-weighted mean diameter [cm] | 16.9–45.2 (28.7) |
- Hg: basal area-weighted mean height [m] | 11.8–31.5 (22.1) |
- Pine_BA%: Scots pine basal area perc. [%] | 0–99.9 (55.5) |
- Spruce_BA%: Norway spruce basal area perc. [%] | 0–100 (26.7) |
- Birch_BA%: Deciduous trees basal area perc. [%] | 0–99.3 (17.8) |