{ "cells": [ { "cell_type": "markdown", "id": "a51fce85", "metadata": {}, "source": [ "
\n", " Metadata \n", " title: \"E-TRAINEE Principles and basic algorithms of 3D change detection and analysis\"
\n", " description: \"This is the third theme within the 3D/4D Geographic Point Cloud Time Series Analysis module.\"
\n", " dateCreated: 2023-02-28
\n", " authors: Katharina Anders, Bernhard Höfle
\n", " contributors: Sina Zumstein
\n", " estimatedTime: 1.5 hours
\n", "
" ] }, { "cell_type": "markdown", "id": "2f5b1e49", "metadata": {}, "source": [ "# Principles and basic algorithms of 3D change detection and analysis" ] }, { "cell_type": "markdown", "id": "32fabd38", "metadata": {}, "source": [ "This theme is about principles of change detection and analysis in 3D point clouds and introduces algorithms for deriving change information from multitemporal point clouds and 3D time series.\n", "\n", "You will learn about: \n", "* Terminology of 3D change analysis\n", "* Approaches to 3D change analysis\n", "* A change analysis workflow in methods\n", " * Point cloud alignment\n", " * Change detection and quantification (surface change analysis)\n", " * Uncertainty of change analysis\n", " * Representation of change analysis results" ] }, { "cell_type": "markdown", "id": "f7151278", "metadata": {}, "source": [ "\n", "## Terminology of 3D change analysis\n", "\n", "Change in 3D point cloud data can regard any attribute or property. Since we are dealing with topographic data, we will focus on geometric change in this course, i.e. changes in the elevation or morphology of the terrain surface. However, the same principles apply to other attributes, for example the intensity or color of the point cloud data, geometric properties, such as the roughness or shape, or object properties, such as the vitality of vegetation (e.g., NDVI) or the temperature (e.g., thermal measurements). \n", "\n", "In general, we distinguish the terms of change detection and change analysis. **Change detection** is the process of identifying the existence of change in its location and maybe extent. It regards binary change information, i.e. a location or object has changed or not (0/1). For example, [this web service](http://skynet.elte.hu/tudelft/vgc2016.html) provides information if a building was added or removed (positive or negative values), but already provides a quantification of the corresponding height change (Cserép & Lindenbergh, 2023):" ] }, { "cell_type": "markdown", "id": "86f88ff1", "metadata": {}, "source": [ "
\n", "\"binary_building_change\"\n", "\n", "Map of building changes derived from airborne laser scanning (ALS) in the Netherlands. Figure from [http://skynet.elte.hu/tudelft/vgc2016.html](http://skynet.elte.hu/tudelft/vgc2016.html) by [Cserép & Lindenbergh (2023)](https://doi.org/10.1016/j.jag.2022.103174) / [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
" ] }, { "cell_type": "markdown", "id": "7044355c", "metadata": {}, "source": [ "Accordingly, **change analysis** comprises the process of quantifying the magnitude of change and other properties, e.g. deriving the change rate. It can further comprise the attribution of semantics, i.e. the type of change. For building change, this may be categories of \"newly built\", \"demolished\", \"extended\", etc. \n", "In the example of building change above, the changes are derived in vertical direction, i.e. as local changes in height. **One-dimensional changes** in topographic applications are typically oriented in Z direction to reflect a surface increase or lowering. \n", "Changes may be derived in 2D, for example, as change in location, i.e. horizontal displacement.\n", "**3D changes** regard the occupancy of 3D space (and therein distances between two states) or changes in sizes and/or shapes.\n", "Changes may be **higher-dimensional** (i.e., >3D), if they comprise all of the above aspects and additionally changes in feature space (Eitel et al., 2016)." ] }, { "cell_type": "markdown", "id": "c638b7a3", "metadata": {}, "source": [ "Change analysis is straightforward, if we are dealing with simple objects, a high **signal-to-noise ratio**, a low number of epochs in multitemporal data, and if processes are known or certain types of changes expected (i.e., specific magnitudes or locations). In remote sensing and geographic applications, many of these aspects usually do not apply. We are rather dealing with changes at small scales compared to associated uncertainties (cf. section on uncertainty of change analyis), objects or features in a scene may be difficult to recognize (even for human interpreters), and objects are irregular, i.e. not following simple geometric primitives that are easily identifiable by algorithms.\n", "Further, we are typically dealing with large and detailed scenes and many epochs to assess for changes (even time series). Furthermore, data of multiple epochs may originate from different sources with different properties of, e.g., coverage, spatial resolution, and uncertainty.\n", "\n", "This theme will introduce you to these different aspects and how to approach change analysis of natural, geographic phenomena using 3D point clouds." ] }, { "cell_type": "markdown", "id": "85d9d514", "metadata": {}, "source": [ "\n", "## Approaches to 3D change analysis\n", "A variety of approaches exist in 3D change analysis to detect and quantify changes in multitemporal point clouds, typically using pairs of epochs acquired\n", "at two different points in time. These approaches can be broadly categorized into object-based change analysis, feature-based analysis and tracking, and surface change analysis." ] }, { "cell_type": "markdown", "id": "ef7dfedd", "metadata": {}, "source": [ "\n", "### Object-based change analysis\n", "\n", "Object-based approaches of change analysis commonly detect objects or meaningful features within each epoch of a scene for assessing changes in their state. This may regard, e.g., their location, geometry, or size. For this, objects or segments are first extracted in single point cloud epochs, and therein identified (semantically) and characterized (e.g., in their shape or other properties that are monitored). Monitoring of each object's state is realized by repeating this object identification for each new epoch. \n", "Object-based change analysis in environmental and geographic applications may target, for example, trees regarding changes in height, crown extent or trunk size (e.g., Chen et al., 2022, Xiao et al., 2016):" ] }, { "cell_type": "markdown", "id": "d04d1294", "metadata": {}, "source": [ "
\"tree_change_analysis\"\n", "\n", "Object-based change analysis of trees using terrestrial and UAV LiDAR point clouds. Individual tree objects are identified in the point cloud to derive change in tree height and diameter at breast height. Figure by Chen et al. (2022) / [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
" ] }, { "cell_type": "markdown", "id": "05cc365e", "metadata": {}, "source": [ "Object-based change analysis typically follows this workflow:\n", "\n", "1. Object **extraction**: Objects or their components (segments) are extracted from single point cloud epochs.\n", "2. Object **identification**: Objects are re-identified between epochs, e.g., the same tree, typically based on location if there is no strong movement involved.\n", "3. Object **characterization**: The state of individual objects is derived, e.g. their shape, size, etc.\n", "4. Object **monitoring**: Steps 1-3 are repeated for each epoch to assess their change over time.\n", "\n", "The result of the analysis may be binary detection if the object is still there or gone, or the change in derived properties, such as shape, size, or even location for moving objects." ] }, { "cell_type": "markdown", "id": "337be133", "metadata": {}, "source": [ "Accordingly, objects may also be components of geomorphic phenomena, such as a landslide scarp, whose size, shape and location are monitored over time (e.g., Mayr et al. 2017):" ] }, { "cell_type": "markdown", "id": "857bbce1", "metadata": {}, "source": [ "
\"tree_change_analysis\"\n", "\n", "Object-based change analysis of landslide components in terrestrial laser scanning point clouds. Figure modified from Mayr et al. (2018) / [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
" ] }, { "cell_type": "markdown", "id": "0df04a04", "metadata": {}, "source": [ "\n", "### Feature-based change analysis\n", "\n", "Feature-based change analysis uses features in the 3D scene to derive their change or displacement. Features may be meaningful, such as breaklines representing a landslide scarp, or ridges representing dune crests. In this case, feature-based approaches are similar to object-based analysis. Features may also be simple geometric primitives, such as planes or lines. Feature descriptors can also be derived per point, based on local neighborhood properties. As such, features are often handcrafted, meaning they are defined by the analyst based on knowledge about the application domain. Therein, a combination of geometric and spectral features (e.g. multispectral/hyperspectral image texture) may be used (cf. Qin et al., 2016). \n", "\n", "As geometric features, the aim is typically to obtain features that are translation- and rotation-independent, such as local surface normals, curvature, and others. To be re-identifiable between epochs, we need to assume a certain degree of rigidity, so that the features do not change with the deforming object. Recently, also learned features are derived for change analysis, e.g., using deep learning approaches (e.g., Gojcic et al., 2021).\n", "\n", "**Feature tracking** can then be realized by matching features in different epochs of a scene. Gojcic et al. (2021) present such a method to assess landslide displacements. They establish feature correspondences between epochs by performing a nearest neighbor search in feature space. From these correspondences, 3D displacement vectors can be derived from the coordinate locations of the features:\n", "\n", "
\"displacement_vectors\"\n", "\n", "Feature-based change analysis by establishing correspondences between geometric features and deriving their displacement as 3D vectors between coordinate locations in two epochs. Figure modified from Gojcic et al. (2021) / [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
\n", "\n", "Another approach to feature-based change analysis is provided with the so-called baseline method by Shen et al. (2017). The concept is to establish baselines between features within on single point cloud epoch. Subsequently, the baselines connecting corresponding points are compared between epochs in order to derive changes. Also here, features may be geometric neighborhood features (virtual points) or correspond to object features that can be identified in the scene. In their paper, the method is demonstrated to assess structural damage on a building after an earthquake (with data generated in a lab experiment). The (virtual) feature points are located at the center of bricks, and by establishing the baseline changes, finally 3D displacement vectors can be derived:\n", "\n", "
\"baseline_method\"\n", "\n", "Feature-based change analysis with the baseline method by (A) establishing baselines between features within each epoch and subsequently assessing their changes. From this, (B) displacement vectors of feature points can be derived, independent from accurate co-registration. Figure modified from Shen et al. (2017) / [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
\n", "\n", "The advantage of the baseline method is that the change analysis is not depending on the accuracy of co-registration, compared to other approaches which derive change values as point or object distances between epochs (Shen et al., 2017)." ] }, { "cell_type": "markdown", "id": "cfae5cfe", "metadata": {}, "source": [ "\n", "### Surface change analysis\n", "\n", "Surface change analysis is performed by comparing a model of a scene’s surface, commonly the terrain, between pairs of epochs. A basic method is to derive the **difference between digital elevation models (DEMs)** (James et al., 2012) derived from each point cloud epoch. Therein, point cloud data is gridded into a DEM. The elevation value within each raster cell can then be subtracted, and the difference between elevations represents the change in height at each location. The resulting DEMs of difference (so-called DoDs) provide changes that are directed purely orthogonally to the (commonly vertical) orientation of a rasterized scene. The advantages of this method are that the analysis is simple and computationally efficient (i.e. fast raster-based analysis). DEM differencing is therefore useful for planar surfaces without a strong 3D morphology.\n", "\n", "
\n", "\"dod_schematic\"\n", "\n", "Schematic of changes derived from differencing two epochs of digital elevation models (DEMs), which are derived vertically. Depending on the direction of change, DEM differences do not necessarily represent the true distance. Figure by course authors.
\n", "\n", "The drawback of DEM differencing is visualized in the schematic figure above: if the surface and the direction of change are not directed vertically (i.e. orthogonally to the surface orientation in the raster), the difference value will not represent the true distance of surfaces between two epochs. Derived changes are then not topographically meaningful, for example, at slopes or on the side of objects. In general terms, the direction of differencing is always sensitive to the rotation of the point cloud. \n", "\n", "Further, seeing that DEM differencing is a raster-based approach, the same general limitations compared to point cloud analysis apply (cf. [Theme 1](../01_pointcloud_principles/01_pointcloud_principles.md#point-cloud-data-model)): The requirement to choose a fixed cell size is challenging where surfaces are rough or point densities vary across a scene. The level of detail is thereby fixed to a certain user-defined resolution." ] }, { "cell_type": "markdown", "id": "81ca4009", "metadata": {}, "source": [ "To maintain the advantages of point cloud analysis and the full 3D representation of surfaces, approaches of direct point cloud comparison are available.\n", "A simple approach to point cloud-based surface change analysis is so-called direct **cloud-to-cloud comparison** (C2C; Girardeau-Montaut et al., 2005). C2C distances are derived as Hausdorff distances, so the distance to the closest neighboring 3D point in the compared epoch for each point of a reference epoch:\n", "\n", "
\n", "\"c2c_schematic\"\n", "\n", "Schematic of changes derived as cloud-to-cloud (C2C) distances between two epochs of point clouds compared to the true distance from a point at epoch t2 to the true surface in epoch t1. Figure by course authors.
\n", "\n", "Caveats for the C2C method are that it is sensitive to roughness of surfaces in the point cloud, sensitive to outliers, and to an uneven point distribution. Accordingly, the nearest point in the compared point cloud does not necessarily represent the same surface or similar surface position (see true distance vs. C2C distance in the schematic figure above)." ] }, { "cell_type": "markdown", "id": "1ee0c716", "metadata": {}, "source": [ "To overcome this and better ensure that similar surfaces are compared, an advanced method of point cloud-based surface change analysis is provided by the **multiscale model-to-model cloud comparison (M3C2)** (Lague et al., 2013). The M3C2 algorithm calculates the distance between point clouds of two epochs in the direction of the local surface normal at specific 3D locations called ’core points’. Accordingly, a plane is fit to the points in a neighborhood of defined radius around a core point. The surface position is averaged for points within a cylinder with a diameter defined by the ’projection scale’ which is oriented along the normal direction. The distance is then computed along this normal direction to the averaged surface position of points in the compared point cloud, i.e. where the projection cylinder intersects the point cloud of the second\n", "epoch. Please read the article by Lague et al. (2013) to understand the algorithm in detail." ] }, { "cell_type": "markdown", "id": "10204fb7", "metadata": {}, "source": [ "
\n", "\"m3c2_algorithm\"\n", "\n", "Schematic of point cloud distance computation with the M3C2 algorithm (Lague et al., 2013). Figure by V. Zahs modified from [Zahs et al. (2022)](https://doi.org/10.1016/j.isprsjprs.2021.11.018).
\n" ] }, { "cell_type": "markdown", "id": "dd2c229d", "metadata": {}, "source": [ "With this concept, the M3C2 is less sensitive to effects of surface roughness: Local planarity is assumed, so that a plane can be adjusted to the point neighborhood, rather than using each point position directly as in the C2C distances. With the surface normal orientation, a further benefit is that **signed distances** are provided. We thereby derive not only a change value, but can also infer surface increase or decrease (e.g. accumulation and erosion) from the resulting positive or negative change values. Deriving the direction of movement normal (i.e. orthogonally) to the local surface is useful for many applications (but not all, see e.g. Williams et al., 2021).\n", "\n", "There is another special capability of the M3C2 algorithm we should look at, namely the **multi-scale** aspect. We have learnt that the M3C2 assumes local planarity, to derive surface change in the direction of local surface orientation. As you know about point cloud characteristics, planarity depends on the surface roughness and is thereby scale-dependent (you may revisit this aspect in the [first theme of this module](./../01_pointcloud_principles/01_pointcloud_principles.md)). Accordingly, the ideal radius for normal estimation, at which the surface is most planar, depends on the roughness of the local surface, which can be highly variable within a scene. To account for this, the M3C2 takes a set or a range of radii as input, and calculates the normal vector for each of these radii. Finally, the normal radius at each core point is selected as such that the adjusted plane has the lowest residuals (i.e., low roughness or high planarity). You make use of this multi-scale aspect in the exercise of this theme.\n", "\n", "The M3C2 is therefore a widely established algorithm of 3D change analysis in geoscientific applications using conventional multitemporal point cloud data (usually much less than 100 epochs) of complex scenes, such as rock glaciers (Zahs et al., 2019), glaciers ([Rossini et al., 2018), and landslides (Mayr et al., 2018) in high-mountain landscapes, thaw subsidence (Marx et al., 2017) and slumping (Barnhart and Crosby, 2013) in Arctic permafrost landscapes, or cliff erosion (Gómez-Gutiérrez and Gonçalves, 2020) and beach dynamics (Corbí et al., 2018) in coastal environments. \n" ] }, { "cell_type": "markdown", "id": "55f8cb0c", "metadata": {}, "source": [ "\n", "## Uncertainty in change analysis\n", "\n", "\n", "### Sources of uncertainty\n", "Change analysis - as any analysis or quantification in our data - is always associated with some degree of **uncertainty stemming from different sources**. One source of uncertainty influencing the analysis is the **geometric accuracy of single epochs**. This accuracy is influenced by instrument errors, such as the angular resolution of a laser scanner or the positional accuracy of LiDAR measurements. LiDAR measurements are further influenced by the target geometry, for example if a very rough surface of edge is hit. This influence increases with the range and incidence angle of the diverging laser beam due to its increasing footprint. Also the surface characteristics themselves influence the measurement, e.g. presence of moisture or weathering. \n", "Further, atmospheric conditions influence the LiDAR measurement depending on the temperature, pressure, and humidity affecting the speed and refraction of light travel. This effect is especially difficult to model, but does become notable with highly frequent repetitions of scans, as we introduce with the LiDAR time series in the [subsequent theme](../04_3d_timeseries_analysis/04_3d_timeseries_analysis.ipynb).\n", "For more details on these aspects of point cloud accuracy, have a look at Soudarissanane et al. (2011) and watch [this lecture video](https://youtu.be/1HZH06bZk5A?t=1328) (by Christoph Holst)." ] }, { "cell_type": "markdown", "id": "3dcb7c3e", "metadata": {}, "source": [ "The measurement uncertainty of single epochs directly **propagates into change analysis**. Imagine a simple example: If a specific point in your scene is measured as a 3D coordinate with an (in practice unknown) error of, say, 1 mm and the same unchanged position is measured again at the same error of 1 mm, the distance between the two coordinates is derived with 2 mm even though no change occurred. In another scenario, the actual point position may have moved by 2 mm. If the coordinate measurements are off by 1 mm 'towards each other', their distance will be quantified with 0 mm, i.e. no change could be identified. This is a highly fictious example, but should emphasize the importance to consider sources of error and using means to assess uncertainty in a quantitative way. Before we have a look at these methods, some further important uncertainty sources shall be introduced in the following.\n", "\n", "The scanning mechanism as well as the scanning geometry further influence the **point sampling** on the target surface. Importantly, this sampling will always be at least slightly different when repeating the acquisition, even from the very same instrument position, e.g. in permanent laser scanning. A distance from a point in one epoch to the nearest point in the other epoch may therefore partly or solely stem from this sampling effect, while the points are sampled from the same, unchanged surface.\n", "\n", "
\n", "\"sampling\"\n", "\n", "Differing sampling of points on a surface in two epochs due to effects of the scanning mechanism and influence of the scanning geometry (roughness). Figure by course authors, following Williams (2017).
" ] }, { "cell_type": "markdown", "id": "c62500a4", "metadata": {}, "source": [ "Another source of uncertainty is the **survey geometry**. We know about the influence of ranging accuracy, incidence angles, and occlusion effects in single point cloud acquisitions. When repeating a measurement, we also need to consider that the surface change itself influences how we sample the surface and what parts of a scene (cf. [Girardeau-Montau et al., 2005](#references)):\n", "\n", "
\n", "\"survey\n", "\n", "Survey geometry as a source of uncertainty if occluded areas change due to changes (surface displacement) in the target scene. Figure by Girardeau-Montaut et al. (2005) / [CC BY 3.0](https://creativecommons.org/licenses/by/3.0/).
\n", "\n", "This can influence your change analysis, because the occluded areas change, so that you may not find corresponding surfaces in all parts of the data. If you are not aware of this effect in a scene, it can even lead to errors in change assessment. This is the case, for example, if a surface in one epoch is compared to another surface in the other epoch, which is not corresponding in reality.\n", "\n", "Another **influence of scene dynamics** can be seasonal effects, such as leaf-on and leaf-off conditions for vegetation, the dryness of a river bed, or snow cover, all depending on the target scene and the variable of interest (Qin et al., 2016).\n", "\n", "Of course, any data acquisition setup will be designed to minimize errors and influences as much as possible. In practice, the acquisition design is always constrained by the circumstances, which instrument is available, what are the scene characteristics, etc. \n", "\n", "For all remaining uncertainty, there are methods to assess the uncertainty in a quantifiable manner. Based on this, we can test the significance of derived changes regarding the quality and properties of our data." ] }, { "cell_type": "markdown", "id": "8a7eeaea", "metadata": {}, "source": [ "\n", "### Assessment of uncertainty\n", "\n", "The analysis and interpretation of change requires us to assess - considering all uncertainties - the accuracy of the change detection and quantification. A key concept here is the **minimum detectable change**, so the question: Considering the [sources of uncertainties](#sources-of-uncertainty), what is the minimum change value at which we can confidently detect change, i.e. separate it from noise or other effects? A common term used for the determined minimum detectable change value is the **level of detection** (Lague et al., 2013, Wheaton et al., 2010).\n", "\n", "A simple way of assessing uncertainty in terms of a minimum detectable change is to look at the distribution of change values in areas that are presumed stable (i.e. actually unchanged). Any change values, i.e. distances between stable surfaces, can be assumed to stem from a registration error and noise (wherein noise here includes all sources of uncertainty in the measurements). In this way, the minimum detectable change can be derived via a statistical test, for example, a t-test using as threshold the 95th percentile of change values across stable surfaces (Wheaton et al., 2010). This provides a single level of detection value for the entire scene, which can be used, e.g., to mask out all change values that are not statistically significant.\n", "\n", "[comment]: <> (Spatially variable uncertainty quantification)\n", "As we are aware of spatially variable properties of our data in the scene, such as variable point density or variable measurement uncertainty due to different surface characteristics, it is desirable to account for this in a **spatially variable uncertainty** assessment. If considered, this means that we may be able to detect smaller changes in certain areas that are, e.g. highly planar and densely sampled, whereas we can confidently detect only larger changes in areas that are sparsely sampled and/or exhibit high surface roughness.\n", "\n", "An approach to quantify spatially variable uncertainty for 3D point cloud comparison is included in the M3C2 algorithm (Lague et al., 2013). This level of detection is based on the registration accuracy for a pair of point clouds as one global value for the scene, and the local surface roughness for each point where change is derived. Since the M3C2 distance is derived for local estimates of 3D planar surfaces, also the surface roughness and point density are estimated at this local scale and surface orientation. As you remember from the concept of the M3C2 algorithm above), it considers a cylindrical neighborhood around each core point for an averaged distance calculation along the normal direction of the locally adjusted plane.\n", "According to Lague et al. (2013), the Level of Detection for each core point at which distance is calculated is derived as follows:\n", "\n", "$$ \n", "LoD_{95\\%} = \\pm 1.96 \\left(\\sqrt{\\frac{\\sigma_1^2}{n_1} + \\frac{\\sigma_2^2}{n_2}} + reg \\right)\n", "$$\n", "\n", "where reg denotes the global registration error, i.e. a uniform value for the entire scene for two point cloud epochs. How this can be derived, you will learn [later in this theme](#point-cloud-alignment) as part of the change analysis workflow. $\\sigma_1^2$ and $\\sigma_2^2$ denote the point position variances in epochs 1 and 2, respectively, which represent the local roughness. $n_1$ and $n_2$ are the number of points in each epoch, i.e. the size of the distribution. In this formulation, the two samples are assumed to be two independet Gaussian distributions (see schematic figure below). The factor of $1.96$ is used to derive the level of detection $LoD_{95\\%}$ of these distributions in combination with the registration error at 95 % confidence. For stricter or looser confidence intervals, the value may be adapted. But the given formulation has become the de-facto standard in level of detection quantification in point cloud change analysis.\n", "\n", "
\n", "\"lodetection\"\n", "\n", "Estimation of level of detection in the M3C2 algorithm as the distribution of points of epochs 1 and 2 along the cylinder axis oriented in normal direction. Figure by L. Winiwarter, modified from Winiwarter et al. (2021) / [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
\n", "\n", "The level of detection value derived at each core point can now be used to determine if the corresponding change value (specifically, e.g., M3C2 distance value) is statistically significant. If ${M3C2\\:distance} > LoD_{95\\%}$, we can consider it significant change. If ${M3C2\\:distance} \\leq LoD_{95\\%}$, the change is not statistically significant, i.e. cannot be confidently separated from noise." ] }, { "cell_type": "markdown", "id": "9c3057a2", "metadata": {}, "source": [ "With this, you know the theoretical concepts of change analysis and uncertainty assessment in 3D/4D change analysis of point clouds. In the following, we will continue by working through a change analysis workflow, detailing the required steps in a practical example." ] }, { "cell_type": "markdown", "id": "8ac4b2bf", "metadata": {}, "source": [ "\n", "## A change analysis workflow in methods\n", "\n", "So far, we have looked at approaches and theoretical concepts to assessing change. In the following, specific methods will be introduced along the steps of a typical change analysis workflow ([cf. Theme 1](../01_pointcloud_principles/01_pointcloud_principles.md)):\n", "\n", "1. Data acquisition\n", "2. Co-registration \n", "3. Change detection and quantification\n", "4. Uncertainty assessment\n", "5. Change representation\n", "\n", "Multitemporal data acquisition is introduced in [Theme 1](../01_pointcloud_principles/01_pointcloud_principles.md). So we start at the typical task of co-registration, i.e. the alignment of multitemporal point clouds.\n", "\n", "We start the change analysis workflow by reading two epochs of input point clouds. For the lesson in this theme, we will continue using the data of Hellstugubrean (data directory `hellstugubrean`), which you worked with in the [previous theme](../02_pointcloud_programming_python/02_pointcloud_programming_python.ipynb). For reading point clouds from las, we use the same function defined which is stored in a supplementary script file `pointcloud_funcs`. \n" ] }, { "cell_type": "markdown", "id": "df9ce3b3", "metadata": {}, "source": [ "Visualize the data colored by elevation (because we did not load any attribute information, just XYZ coordinates):" ] }, { "cell_type": "code", "execution_count": null, "id": "72256ed5", "metadata": {}, "outputs": [], "source": [ "# add the script assets folder to the path, so that we can import the functions created there\n", "import sys\n", "from pathlib import Path\n", "sys.path.insert(0, str((Path.cwd() / \"..\" / \"..\" / \"assets\" / \"python_functions\").resolve()))\n", "\n", "# import point cloud functions\n", "import pointcloud_functions as pcfuncs\n", "\n", "# define path to point cloud files\n", "data_path = 'path-to-data'\n", "\n", "# read data\n", "las_data2017 = f'{data_path}/hellstugubrean_2017.las'\n", "las_data2009 = f'{data_path}/hellstugubrean_2009_prealignment.las'\n", "data_2009 = pcfuncs.read_las(f'{data_path}/hellstugubrean_2009_prealignment.las')\n", "data_2017 = pcfuncs.read_las(las_data2017)" ] }, { "cell_type": "code", "execution_count": 2, "id": "36c135f4", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# importing required modules\n", "import matplotlib.pyplot as plt\n", "\n", "# allow interactive rotation in notebook\n", "#%matplotlib notebook\n", "\n", "# create the figure object\n", "fig, ax = plt.subplots()\n", "ax.axis('equal') # make axis ratio equal to avoid distortion between x and y\n", "\n", "# scatter the x and y coordinates and color by intensity\n", "nth = 10 # use only every n-th point to improve visibility\n", "sp = ax.scatter(data_2009[:,0][::nth], data_2009[:,1][::nth], c=data_2009[:,2][::nth], cmap='terrain', s=1)\n", "\n", "# set axis to be equally scaled\n", "ax.set_aspect('equal') \n", "\n", "# add title and axis labels\n", "ax.set_xlabel('X coordinate [m]')\n", "ax.set_ylabel('Y coordinate [m]')\n", "\n", "# add a colorbar legend\n", "cb = plt.colorbar(sp)\n", "cb.set_label('Elevation [m]')\n", "\n", "# cleanly fit plots within figure\n", "plt.tight_layout()\n", "\n", "# show the plot in interactive mode\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9ce41318", "metadata": {}, "source": [ "\n", "### Point cloud alignment\n", "\n", "To ensure that we are only analyzing actual change between surface in the data, in this step we need to ensure that the two point clouds are well aligned. Even though both datasets are georeferenced, small offsets (translation and rotation) are still possible. Since the measurement accuracy of our instruments (here mm-scale laser scanning) is higher than the georeferencing accuracy (usually cm-scale GNSS), we can use the dense spatial sampling of the surface to improve the alignment (or co-registration). This is based on the principle that stable, unchanged surfaces in the scene can be used to minimize their distances. In other words: we align those parts of the data, where we expect no change and thus a highly similar surface representation and position in the point cloud epochs.\n", "\n", "As the relative representation of the scene (i.e. scaling) in our laser scanning point clouds is of high metric accuracy, we apply a [rigid body transformation](../01_pointcloud_principles/01_pointcloud_principles.md). For this, we use the so-called iterative closest point (ICP) algorithm (Besl & McKay, 1992). This algorithm keeps one set of points (point cloud epoch 1) fixed and iteratively transforms another set of points (point cloud epoch 2) rigidly to minimize the distances between points in the point sets to their closest neighbors. Therein, the transformation usually starts with an initial guess and then proceeds as long as the distances are reduced by further transformation (here, translation and rotation of the point set). Once an optimum is reached, the final transformation is applied and/or a transformation matrix is yielded as result. To learn more about the ICP algorithm in the context of point cloud registration, follow [this lecture video](https://youtu.be/ktRqKxddjJk?t=374) (by Cyrill Stachniss).\n", "\n", "By the way, an ICP method is [available in CloudCompare](https://www.cloudcompare.org/doc/wiki/index.php/ICP), as in many other point cloud processing tools. In this session, we will make use of an automatic procedure in [PDAL](https://pdal.io/en/latest/stages/filters.icp.html) - so let's continue with the analysis." ] }, { "cell_type": "markdown", "id": "58f4b6bd", "metadata": {}, "source": [ "For our exercise dataset, we will make a simple separation into changed and unchanged areas using the polygon of the glacier outline provided with `hellstugubrean_2009.shp`. Note that this is not necessarily ideal, as also other parts surrounding the glacier may have changed during the analysis timespan. For a thorough analysis, it would be better to narrow down the areas, e.g. of rock outcrop, where we are more confident that they are stable than, e.g., debris- or snow-covered surfaces. To revisit spatial subsetting of point clouds, you may revisit the respective part in [Theme 2](../02_pointcloud_programming_python/02_pointcloud_programming_python.ipynb)." ] }, { "cell_type": "code", "execution_count": 3, "id": "5f5ea912", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import geopandas as gpd\n", "from shapely.geometry import Point, Polygon\n", "\n", "# define path to shapefile\n", "shp_file = f'{data_path}/hellstugubrean_2009.shp'\n", "\n", "datasource = gpd.read_file(shp_file)\n", "\n", "if datasource is None:\n", " print(f'Could not open shapefile {shp_file}.')\n", "else:\n", " polygons = gpd.GeoSeries(datasource['geometry'])\n", "\n", "# create boolean array to mask points (initialize all entries as False)\n", "mask_polygon_2009 = np.full(len(data_2009), fill_value=False, dtype=bool)\n", "\n", "# loop over xy coordinates of all points\n", "for pt_id, (x,y) in enumerate(data_2009[:,:2]):\n", " point=Point([x,y])\n", " \n", " # check distance of this point to all polygons\n", " for poly in polygons:\n", " distance= poly.distance(point)\n", " \n", " # set mask to True, if point is inside polygon\n", " if distance <= 0.0:\n", " mask_polygon_2009[pt_id] = True \n", "\n", "# mask the point cloud array where NOT true \n", "data_2009_noglacier = data_2009[~mask_polygon_2009]\n", "\n", "# do the same masking for the other epoch\n", "mask_polygon_2017 = np.full(len(data_2017), fill_value=False, dtype=bool)\n", "for pt_id, (x,y) in enumerate(data_2017[:,:2]):\n", " point=Point([x,y])\n", " for poly in polygons:\n", " distance= poly.distance(point)\n", " if distance <= 0.0:\n", " mask_polygon_2017[pt_id] = True\n", "data_2017_noglacier = data_2017[~mask_polygon_2017]" ] }, { "cell_type": "markdown", "id": "11b679d8", "metadata": {}, "source": [ "Visualize the data after masking out the glacier area:" ] }, { "cell_type": "code", "execution_count": 4, "id": "4710a93e", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create the figure object\n", "fig, ax = plt.subplots()\n", "ax.axis('equal') # make axis ratio equal to avoid distortion between x and y\n", "\n", "# scatter the x and y coordinates and color by intensity\n", "nth = 10 # use only every n-th point to improve visibility\n", "sp = ax.scatter(data_2009_noglacier[:,0][::nth], data_2009_noglacier[:,1][::nth], c=data_2009_noglacier[:,2][::nth], cmap='terrain', s=1)\n", "\n", "# set axis to be equally scaled\n", "ax.set_aspect('equal') \n", "\n", "# add title and axis labels\n", "ax.set_xlabel('X coordinate [m]')\n", "ax.set_ylabel('Y coordinate [m]')\n", "\n", "# add a colorbar legend\n", "cb = plt.colorbar(sp)\n", "cb.set_label('Elevation [m]')\n", "\n", "# cleanly fit plots within figure\n", "plt.tight_layout()\n", "\n", "# show the plot in interactive mode\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ebceeb04", "metadata": {}, "source": [ "For this area outside the glacier, where we expect little to no changes, we can use a nearest neighbor search between the two point cloud epochs as a simple approach to check the distances:" ] }, { "cell_type": "code", "execution_count": 5, "id": "71f6ecc5", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Median distances: 9.44 m\n", "Stdev. of distances: 8.71 m\n" ] } ], "source": [ "# import required module\n", "from scipy.spatial import KDTree\n", "\n", "# build kd-tree from 3D coordinates\n", "tree2017 = KDTree(data_2017_noglacier)\n", "\n", "# query indices of nearest neighbors of 2009 coordinates in 2017 kd-tree\n", "nn_dists = tree2017.query(data_2009_noglacier, k=1)\n", "\n", "# obtain distances as first element in tuple returned by query above\n", "distances = nn_dists[0]\n", "\n", "# create a figure with 3D axis (two columns for different coloring)\n", "fig, ax = plt.subplots(1,1,subplot_kw={\"projection\": \"3d\"},figsize=(7,5))\n", "\n", "nth=100\n", "\n", "# plot the point cloud colored by height (z values)\n", "s = ax.scatter(data_2009_noglacier[::nth,0], data_2009_noglacier[::nth,1], data_2009_noglacier[::nth,2], s=5,\n", " c=distances[::nth], vmax=15.0)\n", "\n", "# set axis to be equally scaled\n", "ax.set_aspect('equal') \n", "\n", "# label axes and add title\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_zlabel('Z [m]')\n", "\n", "# set initial view of 3D plot\n", "ax.view_init(elev=40., azim=130.)\n", "\n", "# add a colorbar\n", "fig.colorbar(s, shrink=.5, aspect=10, label='NN distance [m]', ax = ax, pad=0.1, extend='max')\n", "\n", "# show the plot\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f'Median distances: {np.median(distances):.2f} m')\n", "print(f'Stdev. of distances: {np.std(distances):.2f} m')" ] }, { "cell_type": "markdown", "id": "9e9e6664", "metadata": {}, "source": [ "From the statistics, we can see that most distances are around 9.5 m (median) with a standard deviation of 8.7 m. The corresponding plot shows that some parts of the scene have much lower distances (< 8.0 m). Probably, we are dealing with some areas which exhibit actual change of the surface - otherwise we would see a more systematic spatial distribution of distances. \n", "\n", "For a real analysis, it would be advisable to further restrict the stable areas during transformation, e.g. by selecting rock outcrops and excluding debris- or snow-covered surfaces. In this lesson, for simplicity, we will input the entire 'no glacier' point clouds into the ICP point cloud alignment." ] }, { "cell_type": "markdown", "id": "350b0f0a", "metadata": {}, "source": [ "We use the [ICP method in PDAL](https://pdal.io/en/latest/stages/filters.icp.html) to derive the transformation matrix of our point cloud. For an introduction on the use of PDAL in Python, see the [lesson contents of Theme 2](../02_pointcloud_programming_python/02_pointcloud_programming_python.ipynb). As input, the ICP filter in PDAL requires two `las` point cloud files: one epoch that is fixed (reference), and one epoch that is moving (to be aligned). " ] }, { "cell_type": "code", "execution_count": 6, "id": "edeea897", "metadata": {}, "outputs": [], "source": [ "# store the no glacier point clouds as las files\n", "las_data2009_noglacier = f'{data_path}/hellstugubrean_2009_prealignment_noglacier.las'\n", "pcfuncs.write_las(data_2009_noglacier, las_data2009_noglacier)\n", "\n", "las_data2017_noglacier = f'{data_path}/hellstugubrean_2017_noglacier.las'\n", "pcfuncs.write_las(data_2017_noglacier, las_data2017_noglacier)" ] }, { "cell_type": "markdown", "id": "0b91e6c5", "metadata": {}, "source": [ "We need to specify which epoch to use as reference, and which to align (i.e. determine the transformation for). Generally, the choice of reference point cloud can be based on some metric of data quality. One important factor is to fix the epoch with the best possible georeferencing accuracy. A typical scenario could be that high-accuracy GNSS measurements were only taken during one survey, and all other epochs are co-registered to this global reference.\n", "\n", "We will use the 2017 epoch as reference in the alignment, as this point cloud has a higher point density. Accordingly, we construct and execute the pipeline in PDAL: " ] }, { "cell_type": "code", "execution_count": 7, "id": "a3f4df80", "metadata": {}, "outputs": [], "source": [ "import pdal\n", "import json\n", "\n", "# construct the pdal pipeline\n", "pipeline = \"\"\"[\n", " \"%s\",\n", " \"%s\",\n", " {\n", " \"type\":\"filters.icp\"\n", " }\n", "]\"\"\" % (las_data2017_noglacier.replace(\"\\\\\", \"/\"),las_data2009_noglacier.replace(\"\\\\\", \"/\"))" ] }, { "cell_type": "markdown", "id": "203a951e", "metadata": {}, "source": [ "Now we run the ICP method - which takes some time (around 10-15 min for the exercise data), so if you are running the method yourself, you may use this opportunity for a short coffee break ;-)" ] }, { "cell_type": "code", "execution_count": 8, "id": "5f78f89e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1299322" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# execute the pipeline\n", "p = pdal.Pipeline(pipeline)\n", "p.execute()" ] }, { "cell_type": "markdown", "id": "1bf32778", "metadata": {}, "source": [ "The ICP has provided a 4x4 transformation matrix, which we can access in the metadata returned by PDAL. The transofrmation matrix contains the 3x3 rotation, 3x1 translation (last column), and scaling (last row) which is 1, because we do not apply any scaling in the rigid transformation. We also need to consider the centroid of the transformation, which is the rotation center of the alignment, to be able to apply the transformation correctly to the full dataset." ] }, { "cell_type": "code", "execution_count": 9, "id": "671cf109", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Transformation matrix:\n", "[[ 0.99763569 0.06787693 -0.01075909 9.69457057]\n", " [-0.06752148 0.9972506 0.03053023 -1.38164554]\n", " [ 0.01280181 -0.02973158 0.99947594 -9.12546695]\n", " [ 0. 0. 0. 1. ]]\n", "Centroid for applying the transformation:\n", "[4.70711945e+05 6.82696584e+06 1.66776003e+03]\n" ] } ], "source": [ "# capture the metadata, which contains the ICP transformation (matrix and centroid)\n", "meta = p.metadata\n", "trafo_string = meta['metadata']['filters.icp']['transform']\n", "trafo = np.fromstring(trafo_string,sep=' ').reshape(4,4)\n", "centroid_string = meta['metadata']['filters.icp']['centroid']\n", "centroid = np.fromstring(centroid_string,sep=' ')\n", "\n", "# derived transformation matrix:\n", "print('Transformation matrix:')\n", "print(trafo)\n", "print('Centroid for applying the transformation:')\n", "print(centroid)\n" ] }, { "cell_type": "markdown", "id": "aff41f12", "metadata": {}, "source": [ "We now apply this transformation to the full point cloud dataset of 2009, to rigidly align the entire scene - including the changed glacier - to the dataset of 2017. For this, we define a function which takes as input a set of points (XYZ coordinates) and returns the transformed coordinates. The reduction point will be the centroid returned by the ICP, so that the coordinates can be shifted to this location before applying the transformation." ] }, { "cell_type": "code", "execution_count": 10, "id": "95ec9ba0", "metadata": {}, "outputs": [], "source": [ "# create function to transform points using a 3x4 transformation matrix with 3x3 rotation and 3x1 translation\n", "def transform_points(points, trafomat, reduction_point = [.0,.0,.0]):\n", "\t'''\n", "\tApplies a rigid transformation, i.e. rotation and translation, to 3D point data.\n", "\t:param points: 2D array of 3D points with shape (N,3)\n", "\t:param trafomat: 2D array of rigid transformation matrix with 3x3 rotation and 1x3 translation parameters\n", "\t:return: transformed points in 2D array of shape (N,3)\n", "\t'''\n", "\t\n", "\trotation = np.array(trafomat)[:, :3]\n", "\ttranslation = np.array(trafomat)[:, 3].flatten()\n", "\n", "\tpoints -= centroid\n", "\tpts_rot = points.dot(rotation.T)\n", "\tpts_trafo = pts_rot + translation\n", "\tpoints_out = pts_trafo[:,:3] + centroid\n", "\t\n", "\treturn points_out\n", "\n", "# apply the function to point coordinates of 2009 epoch\n", "data_2009_aligned = transform_points(data_2009.copy(), trafo, reduction_point=centroid)" ] }, { "cell_type": "markdown", "id": "37914091", "metadata": {}, "source": [ "To assess how the alignment improved, we can check the distances of the 2017 epoch (no glacier points) to the aligned 2009 epoch:" ] }, { "cell_type": "code", "execution_count": 11, "id": "5d6c749b", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Median distances: 0.49 m\n", "Stdev. of distances: 1.31 m\n" ] } ], "source": [ "data_2009_aligned_noglacier = data_2009_aligned[~mask_polygon_2009]\n", "\n", "# query indices of nearest neighbors of aligned 2009 coordinates in 2017 kd-tree\n", "nn_dists = tree2017.query(data_2009_aligned_noglacier, k=1)\n", "\n", "# obtain distances as first element in tuple returned by query above\n", "distances = nn_dists[0]\n", "\n", "# create a figure with 3D axis (two columns for different coloring)\n", "fig, ax = plt.subplots(1,1,subplot_kw={\"projection\": \"3d\"},figsize=(7,5))\n", "\n", "nth=100\n", "\n", "# plot the point cloud colored by distances\n", "s = ax.scatter(data_2009_aligned_noglacier[::nth,0], data_2009_aligned_noglacier[::nth,1], data_2009_aligned_noglacier[::nth,2], s=5,\n", " c=distances[::nth], vmax=3.0)\n", "ax.set_aspect('equal')\n", "\n", "# label axes and add title\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_zlabel('Z [m]')\n", "\n", "# set initial view of 3D plot\n", "ax.view_init(elev=40., azim=130.)\n", "\n", "# add a colorbar\n", "fig.colorbar(s, shrink=.5, aspect=10, label='NN distance [m]', ax = ax, pad=0.1, extend='max')\n", "\n", "# show the plot\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f'Median distances: {np.median(distances):.2f} m')\n", "print(f'Stdev. of distances: {np.std(distances):.2f} m')" ] }, { "cell_type": "markdown", "id": "31e11801", "metadata": {}, "source": [ "The statistics show that the overall alignment has strongly improved, in agreement with the visualization above. Larger distances remain at the edge of the glacier (yellow, >3.0 m). We can assume that this is cause by actual surface distances, as we expect changes of the glacier body - parts of which may have been contained in the masked point cloud. Another area of large distances (yellow path in the upper right of the plot) is probably also an area where considerable surface change occurred. Since the majority of our 'no glacier' points show small distances (median of 0.5 m), we can visually confirm that the alignment worked out quite well (within the expected accuracy of these data). Be aware that the performance of the ICP largely depends on how many points of 'changed areas' influence the derived transformation. If too many change points are contained, the ICP will overfit to these, we obtain larger distances in actually stable parts and an overall poor alignment result. " ] }, { "cell_type": "markdown", "id": "ef5344a6", "metadata": {}, "source": [ "By writing the point clouds to las files, we can assess the alignment visually, e.g. in CloudCompare. Such a check is always advisable, because it can uncover unwanted effects, where the alignment deteriorates in parts where we are sure that they should well-align (e.g. some rock surface or other distinct, solid morphology). It is therefore important not to rely only on the statistical descriptors of ICP performance, which may be fairly low for a local optimum (point subsets of selected stable areas) but not represent the global optimum of point distances." ] }, { "cell_type": "code", "execution_count": 12, "id": "0cfe03db", "metadata": {}, "outputs": [], "source": [ "las_data2009_aligned = f'{data_path}/hellstugubrean_2009_aligned.las'\n", "pcfuncs.write_las(data_2009_aligned, las_data2009_aligned)" ] }, { "cell_type": "markdown", "id": "e904245f", "metadata": {}, "source": [ "
\n", "\"glacier\n", "\n", "Visual assessment of point cloud alignment in CloudCompare by comparing the point cloud epochs in single colors (red: reference (2017), blue: aligned (2009)). The points fit well on the surfaces on the mountain flanks, a large gap is obvious at the glacier surface. This part is the target of change analysis and was excluded from the ICP-based derivation of the rigid transformation. Another area of offset becomes apparent in the right subfigure, which may stem from snow cover in this part in the 2009 epoch. Since the remaining points on the mountain flank fit well, we can assume that the influence of this area on the ICP alignment was acceptably small. Figure by course authors.
" ] }, { "cell_type": "markdown", "id": "2aeeb7bc", "metadata": {}, "source": [ "Note that in our exercise we are using the same area ('no glacier') to derive the alignment and assess the alignment accuracy. In real analysis, it is recommended to use two separate subsets of the data, i.e. one set of stable areas to derive the transformation using ICP, and another set of stable areas to derive the (residual) distances between the aligned epochs. Both subsets are ideally spatially distributed in the scene, so that a bias towards certain areas is avoided and a stable solution is found for the target (changed) area." ] }, { "cell_type": "markdown", "id": "ea76814b", "metadata": {}, "source": [ "\n", "### Change detection and quantification (surface change analysis)" ] }, { "cell_type": "markdown", "id": "425be2a4", "metadata": {}, "source": [ "After co-registration and fine alignment of our point cloud epochs, we can perform the actual surface change analysis. We will use the M3C2 algorithm (Lague et al., 2013) to quantify change (i.e. distances) between surfaces in the Hellstugubrean point clouds from 2009 to 2017." ] }, { "cell_type": "markdown", "id": "b7fcc5c9", "metadata": {}, "source": [ "The M3C2 algorithm is available in CloudCompare with a graphical user interface. Since you already got familiar with [point cloud processing in Python](../02_pointcloud_programming_python/02_pointcloud_programming_python.ipynb) and we are interested in automating the analysis for potentially large series of point clouds, we will use the M3C2 implementation in the [open source Python library](https://github.com/3dgeo-heidelberg/py4dgeo) `py4dgeo`. The package is contained in the Python environment of this course, or can be installed via pip - see the documentation for further information on installation and basic usage: https://py4dgeo.readthedocs.io/en/latest/index.html." ] }, { "cell_type": "markdown", "id": "71d89f9e", "metadata": {}, "source": [ "`py4dgeo` works with `Epoch` objects, which can be created from las files or directly input as `numpy` arrays of shape `n x 3` (containing the XYZ coordinates)." ] }, { "cell_type": "code", "execution_count": null, "id": "87f76bd5", "metadata": {}, "outputs": [], "source": [ "# import the library for M3C2 distance calculation\n", "import py4dgeo\n", "\n", "# load point clouds as epoch objects\n", "epoch_2009, epoch_2017 = py4dgeo.read_from_las(\n", " las_data2009_aligned, las_data2017\n", ")" ] }, { "cell_type": "markdown", "id": "70607a4b", "metadata": {}, "source": [ "As core points, we could use a subsampled version of one of the input point clouds or a regular sampling of the scene. In this exercise, we will use all points of the sparser point cloud in 2009, for which the distances to the 2017 epoch shall be derived:" ] }, { "cell_type": "code", "execution_count": 14, "id": "645396d5", "metadata": {}, "outputs": [], "source": [ "corepoints = epoch_2009.cloud[::]" ] }, { "cell_type": "markdown", "id": "da028b62", "metadata": {}, "source": [ "In the next step, we instantiate the `M3C2` algorithm class, where we specify the parameters of the algorithm. With the `epochs`, we specify the two point clouds (arrays with XYZ coordinates) for change quantification. Therein, the first epoch acts as the reference epoch, and the second as the compared epoch. In our case, changes are hence derived from 2009 to 2017. The `corepoints` parameters takes as input the 3D coordinates at which the M3C2 distance should be computed (considering all original points of the input epochs). `normal_radii` specifies the radius for estimating the local surface normals. According to the M3C2 algorithm, a multi-scale normal estimation is possible, for which the normal radius with highest planarity of the locally adjusted surface is selected at each core point. For our glacier dataset, we specify a minimum radius of `2.0 m` with steps of `1.0 m` radius increase up to a maximum radius of `8.0 m`. We define a separate radius for the cylinder spanned in normal direction with `cyl_radii`. All points within this radius from the respective core point are used to average the position for subsequent distance quantification. The `max_distance` parameter sets the length of the cylinder, and thereby the maximum distance to search for points in the other epoch. If not set, the distance defaults to the cylinder radius (which is too small for most expected use cases, so it is important to set this parameter). Finally, we specify the `registration_error` in our algorithm, from which the level of detection is derived. We set the registration error to the standard deviation of cloud-to-cloud distances in unchanged areas of our scene (see above). If not set, no registration error is considered (i.e. default is `0.0`)." ] }, { "cell_type": "code", "execution_count": 15, "id": "776553f4", "metadata": {}, "outputs": [], "source": [ "m3c2 = py4dgeo.M3C2(\n", " epochs=(epoch_2009, epoch_2017),\n", " corepoints=corepoints,\n", " normal_radii=(2.0, 1.0, 8.0),\n", " cyl_radii=(2.0,),\n", " max_distance=(50.0),\n", " registration_error=(1.31)\n", ")" ] }, { "cell_type": "markdown", "id": "bc7677d3", "metadata": {}, "source": [ "As a final step, we just need to run the distance calculation, which returns the `distances` and a structured array of all variables relating to `uncertainties`. " ] }, { "cell_type": "code", "execution_count": 16, "id": "3e7d2071", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2023-02-17 16:10:17][INFO] Building KDTree structure with leaf parameter 10\n", "[2023-02-17 16:10:17][INFO] Building KDTree structure with leaf parameter 10\n" ] } ], "source": [ "m3c2_distances, uncertainties = m3c2.run()" ] }, { "cell_type": "markdown", "id": "19c72183", "metadata": {}, "source": [ "The calculated result is an array with **one distance per core point**. The order of distances corresponds exactly to the order of input core points. Corresponding to the derived distances, an **uncertainty array** is returned which contains several quantities that can be accessed individually: The level of detection `lodetection`, the spread of the distance across points in either cloud (`spread1` and `spread2`, by default measured as the standard deviation of distances) and the total number of points taken into consideration in either cloud (`num_samples1` and `num_samples2`)." ] }, { "cell_type": "code", "execution_count": 17, "id": "1e26b734", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([-3.56735986, -3.54197136, -3.5456269 , ..., -0.88864044,\n", " -0.92088742, -0.96017669])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m3c2_distances" ] }, { "cell_type": "code", "execution_count": 18, "id": "eb07fc30", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2.59091504, 2.58815035, 2.5887849 , ..., 2.61745518, 2.62151081,\n", " 2.59732118])" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "uncertainties['lodetection']" ] }, { "cell_type": "markdown", "id": "2c8ecb34", "metadata": {}, "source": [ "We can now visualize the distances and corresponding level of detection in the scene:" ] }, { "cell_type": "code", "execution_count": 19, "id": "e43fa610", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create the figure\n", "fig, ax = plt.subplots(1, 1, figsize=(7,4), subplot_kw={\"projection\": \"3d\"})\n", "\n", "# plot the distances\n", "d = ax.scatter(corepoints[:,0], corepoints[:,1], corepoints[:,2], c=m3c2_distances, cmap='seismic_r', vmin=-50, vmax=50, s=1) \n", "plt.colorbar(d, format=('%.1f'), label='Distance [m]', shrink=.5, pad=.1)\n", "\n", "# add plot elements\n", "ax.set_xlabel('Easting [m]')\n", "ax.set_ylabel('Northing [m]')\n", "ax.set_aspect('equal')\n", "ax.view_init(elev=40., azim=130.)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "444150ae", "metadata": {}, "source": [ "The M3C2 distances show highest values in the area of the glacier, which sticks out in red, i.e. negative surface change. From 2009 to 2017, this represents surface decrease and you will immediately associate it to glacier mass loss. Two more red patches of surface decrease are visible on both flanks adjacent to the glacier area. In the eastern part, we already assumed presence of snow in the 2009 epoch during the coregistration process. This snow not being present in 2017 yields negative surface change. On the opposite flank, the surface decrease may similarly be caused by the changing presence of snow, but further possibilities are erosion of surface material or rock falls. Relating the derived surface change to underlying processes requires more in-depth examination of the local situation, either in the data, from complementary measurements, or from in-situ knowledge." ] }, { "cell_type": "markdown", "id": "97f16d24", "metadata": {}, "source": [ "\n", "### Uncertainty of change analysis\n", "\n" ] }, { "cell_type": "markdown", "id": "2cc4c5d1", "metadata": {}, "source": [ "We will now look into the uncertainties associated to our change analysis results. As introduced in theory above, the M3C2 provides a spatially variable estimate of the uncertainty, which considers the global registration error of two epochs (i.e. our alignment accuracy), as well as the local surface roughness and point density. Based on a statistical test, this yields the level of detection at a location. If the quantified change is larger than the level of detection, we consider the change statistically significant, otherwise it is not significant.\n", "\n", "Let's visualize the level of detection compared to our change quantification, and derive the significance of change per point from our results:" ] }, { "cell_type": "code", "execution_count": 20, "id": "9ac73dd5", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create a binary mask of significant change\n", "change_sign = np.where(abs(m3c2_distances) > uncertainties['lodetection'], True, False)\n", "\n", "# create the figure\n", "fig, axs = plt.subplots(1, 3, figsize=(14,6), subplot_kw={\"projection\": \"3d\"})\n", "ax1,ax2,ax3 = axs\n", "\n", "# plot the distances\n", "d = ax1.scatter(corepoints[:,0], corepoints[:,1], corepoints[:,2], c=m3c2_distances, cmap='seismic_r', vmin=-50, vmax=50, s=1) \n", "plt.colorbar(d, format=('%.1f'), label='Distance [m]', ax=ax1, shrink=.5, pad=.15)\n", "\n", "# plot the level of detection values\n", "l = ax2.scatter(corepoints[:,0], corepoints[:,1], corepoints[:,2], c=uncertainties['lodetection'], cmap='viridis', vmax=2.8, s=1) \n", "plt.colorbar(l, format=('%.1f'), label='Level of detection [m]', ax=ax2, extend='max', shrink=.5, pad=.15)\n", "\n", "# plot the significant change values (boolean)\n", "ax3.scatter(corepoints[~change_sign][:,0], corepoints[~change_sign][:,1], corepoints[~change_sign][:,2], label='Not significant change', c='blue', s=1) \n", "ax3.scatter(corepoints[change_sign][:,0], corepoints[change_sign][:,1], corepoints[change_sign][:,2], label='Significant change', c='red', s=1) \n", "ax3.legend()\n", "\n", "# add plot elements\n", "for ax in axs:\n", " ax.set_xlabel('Easting [m]')\n", " ax.set_ylabel('Northing [m]')\n", " ax.set_aspect('equal')\n", " ax.view_init(elev=40., azim=130.)\n", "\n", "plt.axis('equal')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d4c3c69b", "metadata": {}, "source": [ "From the level of detection, we can derive that the main area of significant change is the glacier tongue (right plot showing `level of detection` > `change`). This is an intuitive result, as we quantified surface decrease in ranges of -10 to -40 m, whereas the level of detection is well below 3 m. Notably, the area of the glacier tongue yields homogeneously low level of detection values (middle plot above). This is likely related mainly to the surface roughness in our point cloud data, which is low at our planarity scales of several meters compared to the rougher surface on the mountain flanks, featuring debris and topographic features. The plot visualizes nicely how the surface roughness - in terms of level of detection - is fairly high at the glacier boundary, where planarity decreases due to the change in morphologic units." ] }, { "cell_type": "markdown", "id": "8feede09", "metadata": {}, "source": [ "The relation of derived changes to the associated uncertainties is an important aspect for the representation of change analysis results, and ultimately for their interpretation. This will be elaborated in the subsequent section. For now, we conclude by storing the results to point cloud files:" ] }, { "cell_type": "code", "execution_count": 21, "id": "eb60d6ac", "metadata": {}, "outputs": [], "source": [ "# name of output las file\n", "las_results = f'{data_path}/hellstugubrean_changes_2009_2017.las'\n", "\n", "# dictionary with attributes from M3C2 change analysis\n", "change_data = {'m3c2_distance':m3c2_distances, 'lodetection':uncertainties['lodetection'], 'sig_change': change_sign.astype(int)}\n", "\n", "# write corepoints and attributes to las using our write function\n", "pcfuncs.write_las(corepoints, las_results, attribute_dict=change_data)" ] }, { "cell_type": "markdown", "id": "b579d935", "metadata": {}, "source": [ "\n", "### Representation of change analysis results\n", "\n", "There are different approaches to representing, i.e. communicating, results of change analysis, depending on the objective and required information of the analysis task. The simplest form of change representation is **binary change**. This separation into changed and unchanged areas is equivalent to displaying significant change resulting from our M3C2 analysis.\n", "\n", "One more level of information is added via a **triple change mask**, which distinguishes positive and negative change, and no change. Accordingly, you could choose three colors to plot the change map in a manner similar to the significant/non-significant change above. If you are running the exercise notebook by yourself, go for it!\n", "\n", "The full information directly resulting from the **change quantification** would be to plot the change values themselves, as we did above with our M3C2 distances. Here especially, it is important to always provide additionally the **associated uncertainties**. We may observe quite high change values but also high level of detection values in some areas. This must be put into context by the human interpreter. Therein, it is recommended not to solely rely on the level of detection as threshold, but rather considering the actual uncertainty values and their spatial distribution. To get further into this aspect, you may read Anderson (2019).\n", "\n", "Seeing that we are dealing with 3D change analysis, we actually have even more information about the change properties of our surfaces. Where the scene geometry is three-dimensional (i.e. no flat, predominant change direction), the **direction of changes** can be of particular interest. For our M3C2 change analysis, we can derive the change direction from the normals estimation. In `py4dgeo`, the normal vector directions can be accessed in the `M3C2` algorithm object:" ] }, { "cell_type": "code", "execution_count": 22, "id": "d1082f6a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 0.20199503, 0.10329517, 0.97392408],\n", " [ 0.19820585, 0.10382951, 0.97464551],\n", " [ 0.20006672, 0.1033419 , 0.97431707],\n", " ...,\n", " [-0.50224166, -0.28419147, 0.81669365],\n", " [-0.49335208, -0.28829136, 0.82066547],\n", " [-0.49720595, -0.29223511, 0.81693628]])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "directions = m3c2.directions()\n", "directions" ] }, { "cell_type": "markdown", "id": "7d8b4afc", "metadata": {}, "source": [ "We visualize the directions using an HSV color wheel, so that we can derive unique coloring for a combination of aspect and slope of the surface directions. We use pre-defined functions to obtain the aspect and slope from the normal vectors, which are contained in the [supplementary script](../../assets/python_functions/vector_functions.py) `vector_functions.py` (have a look at the code to understand how it works).." ] }, { "cell_type": "code", "execution_count": 23, "id": "5c01d625", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import math\n", "import colorsys\n", "\n", "# add the assets folder to the path, so that we can import supplementary Python functions \n", "import sys\n", "from pathlib import Path\n", "sys.path.insert(0, str((Path.cwd() / \"..\" / \"..\" / \"assets/python_functions\").resolve()))\n", "import vector_functions as vfuncs\n", "\n", "# derive aspect and slope values of directions (normal vector) per corepoint\n", "slopes = np.array([vfuncs.getSlope(d) for d in directions])\n", "aspects = np.array([vfuncs.getAspect(d) for d in directions])\n", "\n", "# normalize values for hsv/rgb derivation\n", "slope_max = np.max(slopes)\n", "slopes = slopes/slope_max\n", "aspects = aspects/np.max(aspects)\n", "\n", "# derive hsv values for aspect (h) and slope (s), v is constant\n", "vs = np.ones_like(aspects).flatten().tolist() # value is constant\n", "hsv_dirs = np.array([colorsys.hsv_to_rgb(*x) for x in zip(aspects,slopes,vs)])\n", "\n", "# initialize the figure\n", "fig = plt.figure(figsize=(12,7))\n", "ax1 = fig.add_subplot(121, projection='3d')\n", "#ax2 = plt.subplot()\n", "ax2 = fig.add_subplot(324, projection='polar')\n", "\n", "# plot the 3D directions and color by HSV\n", "d = ax1.scatter(corepoints[::10,0], corepoints[::10,1], corepoints[::10,2], c=hsv_dirs[::10], s=1) #, vmin=-50, vmax=50, s=1\n", "\n", "ax1.set_xlabel('Easting [m]')\n", "ax1.set_ylabel('Northing [m]')\n", "ax1.set_aspect('equal')\n", "ax1.view_init(elev=40., azim=130.)\n", "\n", "\n", "# plot the HSV color wheel (legend)\n", "rho = np.linspace(0,1,100) # Radius of 1, distance from center to outer edge\n", "phi = np.linspace(0, math.pi*2.,1000 ) # in radians, one full circle\n", "\n", "RHO, PHI = np.meshgrid(rho,phi) # get every combination of rho and phi\n", "\n", "h = (PHI-PHI.min()) / (PHI.max()-PHI.min()) # use angle to determine hue, normalized from 0-1\n", "h = np.flip(h) \n", "s = RHO # saturation is set as a function of radias\n", "v = np.ones_like(RHO) # value is constant\n", "\n", "# convert the np arrays to lists. This actually speeds up the colorsys call\n", "h,s,v = h.flatten().tolist(), s.flatten().tolist(), v.flatten().tolist()\n", "c = np.array([colorsys.hsv_to_rgb(*x) for x in zip(h,s,v)])\n", "\n", "ax2.set_theta_zero_location('N')\n", "ax2.set_theta_direction(-1)\n", "ax2.scatter(PHI, RHO*slope_max, c=c)\n", "ax2.set_xlabel('Aspect')\n", "ax2.text(0.2,100,'Slope [°]')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "a221dda3", "metadata": {}, "source": [ "All these visualizations are strongly depending on the information to be communicated. Based on all these information components (change values, uncertainties, directions, ...), a next analysis could be a classification of observed changes, for example, into the **types of changes**, which can ultimately be related to the underlying processes. For our glacier example, a simple approach could be to classifiy changes with large magnitude and strong vertical direction component as glacier mass loss change. A stronger horizontal change component is contained on the mountain flanks, where change (if significant) could be associated to presence of snow cover in one epoch. As you can imagine, this **post-classification** can be very complex and challenging in real scenarios with scenes features (typically a variety of) natural phenomena.\n", "\n", "We will conclude the lesson part of this theme at this point. It is time to proceed with the self-evaluation, so that you are (hopefully) ready to proceed with the exercise and getting your hands on your own analysis of geomorphic change in multitemporal 3D point clouds." ] }, { "cell_type": "markdown", "id": "410b8985", "metadata": {}, "source": [ "\n", "## Self-evaluation quiz" ] }, { "cell_type": "markdown", "id": "54e058b6", "metadata": {}, "source": [ "
\n", "\n", "
\n", "
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", "\n", "\n", "\n", "
\n", "
\n", " \n", "\n", "\n", "\n", "\n", " \n", "

\n", " \n", "\n", "
\n", "\n", "\n", "\n", " \n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "
\n", "\thorizontal displacement of objects or features in, e.g., object tracking\n", "\tsurface increase or lowering in, e.g., topographic monitoring
\n", "\tgeometric change in size and/or shape, object or surface deformation in, e.g. geomorphic monitoring\n", "\tchanges in geometry and feature space of, e.g. vegetation
\n", "\n", "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\n", "
A. 1D changes B. 2D changes
C. 3D changes D. higher-dimensional (>3D) changes

\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", " \n", " \n", "
\n", "
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", "\n", " \n", " \n", "
\n", "
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", " \n", " \n", "
\n", " analysis of rasters is computationally complex and requires long processing times
\n", " change direction is restricted to one dimension, usually vertically
\n", " vegetation needs to be removed before analyzing terrain changes
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", " \n", "\n", "\n", "
\n", " local planarity is assumed to derive change in direction of the surface orientation
\n", " homogeneous density is assumed to reduce uncertainty due to effects of point sampling
\n", "change directions are assumed mainly parallel to the surface, using distinct features for deriving distances
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", "\n", " \n", "
\n", " LiDAR intensity, roughness, point density
\n", " Roughness, point density, registration error
\n", "Point density, registration error, incidence angle
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", " \n", " \n", " \n", "
\n", "\n", "\n", "\n", " \n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "
\n", "\tTriple change mask (positive, negative, and no change)\n", "\tTriple change mask (positive, negative, and no change)
\n", "\tBinary change\n", "\tType change (post-classification)
\n", " \n", "\n", "\n", "\n", "\n", " \n", "

\n", "\n", " \n", "
\n", "
\n", "\n", "\n", "\n", "\n", "\n", " \n", "

\n", "\n", "

\n", "\n", "\n", "\n", "
" ] }, { "cell_type": "markdown", "id": "0f5ad595", "metadata": {}, "source": [ "\n", "## Exercise\n", "\n", "Made it through the quiz? Then you are ready for the exercise - proceed with the next part using the button at the bottom of this page." ] }, { "cell_type": "markdown", "id": "7b9787bd", "metadata": {}, "source": [ "\n", "## Literature\n", "\n", "\n", "\n", "### Key papers to read\n", "\n", "1. Qin, R., Tian, J., & Reinartz , P. (2016). 3D change detection Approaches and applications. ISPRS Journal of Photogrammetry and Remote Sensing, 122 , pp. 41 56. doi: [10.1016/j.isprsjprs.2016.09.013](https://doi.org/10.1016/j.isprsjprs.2016.09.013).\n", "2. Lague, D., Brodu, N., & Leroux, J. (2013). Accurate 3D comparison of complex topography with terrestrial laser scanner: Application to the Rangitikei canyon (N-Z). ISPRS Journal of Photogrammetry and Remote Sensing, 82, pp. 10-26. doi: [10.1016/j.isprsjprs.2013.04.009](https://doi.org/10.1016/j.isprsjprs.2013.04.009).\n", "3. James, M. R., Robson, S., & Smith, M. W. (2017). 3D uncertainty based topographic change detection with structure from motion photogrammetry: precision maps for ground control and directly georeferenced surveys. Earth Surface Processes and Landforms, 42 (12), pp. 1769 1788. doi: [10.1002/esp.4125](https://doi.org/10.1002/esp.4125).\n" ] }, { "cell_type": "markdown", "id": "eca77fa8", "metadata": {}, "source": [ "### References\n", "* Anderson, S. W. (2019). Uncertainty in quantitative analyses of topographic change: error propagation and the role of thresholding. Earth Surface Processes and Landforms, 44 (5), pp. 1015-1033. doi: [10.1002/esp.4551](https://doi.org/10.1002/esp.4551).\n", "* Barnhart, T. & Crosby, B. (2013). Comparing Two Methods of Surface Change Detection on an Evolving Thermokarst Using High-Temporal-Frequency Terrestrial Laser Scanning, Selawik River, Alaska. Remote Sensing, 5(6), pp. 2813–2837. doi: [10.3390/rs5062813](https://doi.org/10.3390/rs5062813).\n", "* Besl, P. J., & McKay, N. D. (1992). A Method for Registration of 3-D Shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14 (2), pp. 239-256. doi: [10.1109/34.121791](https://doi.org/10.1109/34.121791).\n", "* Chen, J., Chen, Y., & Liu, Z. (2022). Extraction of Forestry Parameters Based on Multi-Platform LiDAR. IEEE Access, 10, pp. 21077-21094. doi: [10.1109/ACCESS.2022.3151685](https://doi.org/10.1109/ACCESS.2022.3151685).\n", "* Corbí, H., Riquelme, A., Megías-Baños, C., & Abellan, A. (2018). 3-D Morphological Change Analysis of a Beach with Seagrass Berm Using a Terrestrial Laser Scanner. ISPRS International Journal of Geo-Information, 7 (234), pp. 15. doi: [10.3390/ijgi7070234](https://doi.org/10.3390/ijgi7070234).\n", "* Cserép, M., & Lindenbergh, R. (2023). Distributed processing of Dutch AHN laser altimetry changes of the built-up area. International Journal of Applied Earth Observation and Geoinformation, 116, pp. 103174. doi: [10.1016/j.jag.2022.103174](https://doi.org/10.1016/j.jag.2022.103174).\n", "* Eitel, J. U. H., Höfle, B., Vierling, L. A., Abellán, A., Asner, G. P., Deems,J. S., Glennie, C. L., Joerg, P. C., LeWinter, A. L., Magney, T. S., Mandlburger, G., Morton, D. C., Müller, J., & Vierling, K. T. (2016). Beyond 3D: The new spectrum of lidar applications for earth and ecological sciences. Remote Sensing of Environment, 186 , pp. 372-392. doi: [10.1016/j.rse.2016.08.018](https://doi.org/10.1016/j.rse.2016.08.018).\n", "* Girardeau-Montaut, D., Roux, M., Marc, R., & Thibault, G. (2005). Change detection on points cloud data acquired with a ground laser scanner. ISPRS Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXVI-3/W19, pp. 30-35.\n", "* Gómez-Gutiérrez, A. & Gonçalves G. R. (2020). Surveying coastal cliffs using two UAV platforms (multirotor and fixed-wing) and three different approaches for the estimation of volumetric changes. International Journal of Remote Sensing, 41(21), pp. 8143-8175. doi: [10.1080/01431161.2020.1752950](https://doi.org/10.1080/01431161.2020.1752950).\n", "* Gojcic, Z., Schmid, L., & Wieser, A. (2021). Dense 3D displacement vector fields for point cloud-based landslide monitoring. Landslides, 18(12), 3821-3832. doi: [10.1007/s10346-021-01761-y](https://doi.org/10.1007/s10346-021-01761-y).\n", "* James, M. R., Robson, S., & Smith, M. W. (2017). 3D uncertainty based topographic change detection with structure from motion photogrammetry: precision maps for ground control and directly georeferenced surveys. Earth Surface Processes and Landforms, 42 (12), pp. 1769 1788. doi: [10.1002/esp.4125](https://doi.org/10.1002/esp.4125).\n", "* Lague, D., Brodu, N., & Leroux, J. (2013). Accurate 3D comparison of complex topography with terrestrial laser scanner: Application to the Rangitikei canyon (N-Z). ISPRS Journal of Photogrammetry and Remote Sensing, 82, pp. 10-26. doi: [10.1016/j.isprsjprs.2013.04.009](https://doi.org/10.1016/j.isprsjprs.2013.04.009).\n", "* Marx, S., Anders, K., Antonova, S., Beck, I., Boike, J., Marsh, P., Langer, M., & Höfle, B. (2017). Terrestrial laser scanning for quantifying small-scale vertical movements of the ground surface in Artic permafrost regions. Earth Surf. Dynam. Discuss., 2017, pp. 1-31. doi: [10.5194/esurf-2017-49](https://doi.org/10.5194/esurf-2017-49).\n", "* Mayr, A., Rutzinger, M., Bremer, M., Oude Elberink, S., Stumpf, F., & Geitner, C. (2017). Object-based classification of terrestrial laser scanning point clouds for landslide monitoring. The Photogrammetric Record, 32 (160), pp. 377-397. doi: [10.1111/phor.12215](https://doi.org/10.1111/phor.12215).\n", "* Mayr, A., Rutzinger, M., & Geitner, C. (2018). Multitemporal Analysis of Objects in 3D Point Clouds for Landslide Monitoring. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2, pp. 691-697. doi: [10.5194/isprs-archives-XLII-2-691-2018](https://doi.org/10.5194/isprs-archives-XLII-2-691-2018).\n", "* Rossini, M., Di Mauro, B., Garzonio, R. & Baccolo, G. (2018). Rapid melting dynamics of an alpine glacier with repeated UAV photogrammetry. Geomorphology, 304, pp. 159-172. doi: [10.1016/j.geomorph.2017.12.039](https://doi.org/10.1016/j.geomorph.2017.12.039).\n", "* Shen, Y., Lindenbergh, R., & Wang, J. (2017). Change analysis in structural laser scanning point clouds: The baseline method. Sensors, 17(1), 26. doi: [10.3390/s17010026](https://doi.org/10.3390/s17010026).\n", "* Soudarissanane, S., Lindenbergh, R., Menenti, M., & Teunissen, P. (2011). Scanning geometry: Influencing factor on the quality of terrestrial laser scanning points. ISPRS Journal of Photogrammetry and Remote Sensing, 66 (4), pp. 389-399. doi: [10.1016/j.isprsjprs.2011.01.005](http://dx.doi.org/10.1016/j.isprsjprs.2011.01.005).\n", "* Wheaton, J. M., Brasington, J., Darby, S. E., & Sear, D. A. (2010). Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets. Earth Surface Processes and Landforms, 35 (2), pp. 136-156. doi: [10.1002/esp.1886](https://doi.org/10.1002/esp.1886).\n", "* Williams, J. G. (2017). Insights into Rockfall from Constant 4D Monitoring. PhD thesis, Durham University. URL: http://etheses.dur.ac.uk/12172/.\n", "* Williams, J. G., Anders, K., Winiwarter, L., Zahs, V., & Höfle, B. (2021). Multi-directional change detection between point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 172, pp. 95-113. doi: [10.1016/j.isprsjprs.2020.12.002](https://doi.org/10.1016/j.isprsjprs.2020.12.002).\n", "* Winiwarter, L., Anders, K., & Höfle, B. (2021). M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation. ISPRS Journal of Photogrammetry and Remote Sensing, 178, pp. 240-258. doi: [10.1016/j.isprsjprs.2021.06.011](https://doi.org/10.1016/j.isprsjprs.2021.06.011).\n", "* Xiao, W., Xu, S., Elberink, S. O. & Vosselman, G. (2016). Individual Tree Crown Modeling and Change Detection From Airborne Lidar Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(8), pp. 3467-3477. doi: [10.1109/JSTARS.2016.2541780](https://doi.org/10.1109/JSTARS.2016.2541780).\n", "* Zahs, V., Hämmerle, M., Anders, K., Hecht, S., Sailer, R., Rutzinger, M., Williams, J. G., & Höfle, B. (2019). Multi-temporal 3D point cloud-based quantification and analysis of geomorphological activity at an alpine rock glacier using airborne and terrestrial LiDAR. Permafrost and Periglacial Processes, 30 (3), pp. 222-238. doi: [10.1002/ppp.2004](https://doi.org/10.1002/ppp.2004).\n", "* Zahs, V., Winiwarter, L., Anders,K. Williams, J. ,G., Rutzinger, M. & Höfle, B. (2022). Correspondence-driven plane-based M3C2 for lower uncertainty in 3D topographic change quantification. ISPRS Journal of Photogrammetry and Remote Sensing, 183, pp. 541 - 559. doi: [10.1016/j.isprsjprs.2021.11.018](https://doi.org/10.1016/j.isprsjprs.2021.11.018).\n" ] }, { "cell_type": "code", "execution_count": null, "id": "b704c7e2", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" }, "vscode": { "interpreter": { "hash": "d49c3f6d6dd49f9272b571d9fad348ab55b8c6c3f691520d74ed0af1f69c3dd8" } } }, "nbformat": 4, "nbformat_minor": 5 }