diff --git a/docs/source/images/chm.png b/docs/source/images/chm.png new file mode 100644 index 0000000..98125d9 Binary files /dev/null and b/docs/source/images/chm.png differ diff --git a/docs/source/images/hag.png b/docs/source/images/hag.png new file mode 100644 index 0000000..f30dea4 Binary files /dev/null and b/docs/source/images/hag.png differ diff --git a/docs/source/images/pai.png b/docs/source/images/pai.png new file mode 100644 index 0000000..e21e1db Binary files /dev/null and b/docs/source/images/pai.png differ diff --git a/docs/source/images/voxel_metrics.jpg b/docs/source/images/voxel_metrics.jpg new file mode 100644 index 0000000..78242b4 Binary files /dev/null and b/docs/source/images/voxel_metrics.jpg differ diff --git a/docs/source/introduction.rst b/docs/source/introduction.rst index 1465e8e..64e6863 100644 --- a/docs/source/introduction.rst +++ b/docs/source/introduction.rst @@ -1,6 +1,13 @@ Introduction ============ +.. figure:: images/hag.png + :alt: Height above ground + :align: center + :figclass: align-center + + Height Above Ground visualization of LiDAR point cloud data. + `pyforestscan` is a Python package designed for processing and analyzing LiDAR point cloud data. It simplifies complex LiDAR workflows, making it easier to extract and visualize forest structure metrics such as canopy height, plant area density, and more. Key Features @@ -13,6 +20,24 @@ Key Features - **Outlier Removal and Point Cloud Cleaning**: Efficiently clean data and remove statistical outliers. - **Visualization Tools**: Plot 2D and 3D representations of point clouds and vegetation metrics. +.. list-table:: + :widths: 45 5 45 + :header-rows: 0 + + * - .. figure:: images/chm.png + :alt: Canopy Height Model + :width: 300 + + Canopy Height Model + + - + + - .. figure:: images/pai.png + :alt: Plant Area Index + :width: 300 + + Plant Area Index + Core Modules ------------ diff --git a/docs/source/metric_calculation.rst b/docs/source/metric_calculation.rst index 5aa175b..3b185bf 100644 --- a/docs/source/metric_calculation.rst +++ b/docs/source/metric_calculation.rst @@ -3,6 +3,13 @@ Forest Structure Metrics Calculations The core forest structural metrics generated by PyForestScan are based on well-established methods in ecology. +.. figure:: images/voxel_metrics.jpg + :alt: Forest structure from voxels. + :align: center + :figclass: align-center + + Forest structural metrics as calculated from points within voxels. Voxel resolution is given by Δx, Δy, Δz. + Canopy Height -------------