A tool for automatically generating 3D printable STLs from freely available lidar scan data.

Overview

mini-map-maker

A tool for automatically generating 3D printable STLs from freely available lidar scan data.

Screenshots

image image

Tutorial

To use this script, go to the USGS LidarExplorer

https://prd-tnm.s3.amazonaws.com/LidarExplorer/index.html#/

Select an area, and then click the "Download list" button under "Lidar within AOI" image This should give you a file called downloadlist.txt. Simply place this text file in the same directory as the script, and then run the script (convert.py, or convert.exe if you don't want to deal with Python). By default, mini-map-maker will generate an STL file for each tile in the lidar data. However, there are quite a few command line arguments that you can use to customize the output.

>convert.py -h

usage: convert [-h] [--input INPUT] [--reduce REDUCE] [--vscale VSCALE]
               [--base BASE] [--merge] [--no_stl] [--cleanup] [--filter FILTER] [--prj]

A utility for automatically generating 3D printable STLs from USGS lidar scans.

optional arguments:
  -h, --help            show this help message and exit
  
  --input INPUT, -i INPUT
                        The name of the file containing the URLs of all of the lidar scan data.
                        
  --reduce REDUCE, -r REDUCE
                        A decimal value that will decrease the output file size as it increases.
                        The default value is 1.0
                        
  --vscale VSCALE, -v VSCALE
                        A decimal value that will make artificially make things taller as it increases.
                        The default value is 1.0
                        
  --base BASE, -b BASE  A decimal value that sets the base height of the model. The default value is 0.0
  
  --merge, -m           Using this flag will merge all of the point clouds into one file before converting into a DEM.
  
  --no_stl, -s          Using this flag will disable STL generation.
  
  --cleanup, -c         Using this flag will cause the program to automatically delete the unzipped point cloud files
                        after running.
                        
  --filter FILTER, -f FILTER
                        A percent value (0-100, for the slope of the points being smoothed) that will enable the spike
                        smoothing option. This is good if you have points that are floating way up above the model and
                        causing spikes in your final model.
                        
  --prj, -p             Using this flag will cause the program to automatically download and use lastools to generate
                        projection files for the elevation models. This is important if you want to generate the STLs
                        yourself in QGIS, but it means you'll have to be mindful of lastool's license limitations.
                        More info on lastool's website (https://rapidlasso.com/lastools/).
                        
  --external_files, -e  Using this flag will grab las/laz files from the LAS directory instead of downloading them from
                        an input list.

Additional Examples:

External Files

Let's say you already have some las files you want to use. Simply place them into a directory called LAS, and then call the script from from the directory containing the LAS folder, using the --external_files flag, like so:

convert.py --external_files

This trick also works with LAZ files, or even a mix of LAZ and LAS files.

Adding a Base and Manipulating the Output

For one project, I had a LAZ file that had a section of ocean. This caused the output to be super flat, and too thin in several places to print well. Additionally, it was a pretty high resolution file, so the output STL was very large, and I wasn't happy with the vertical scale of the file either. So, after placing my LAZ file into a directory labeled LAS like mentioned above, I used the following command:

convert.py --external_files --filter 50 --base 10 --vscale 0.5 --reduce 2

Filtering got rid of some weird spikes in the output STL, and the base command increased the total height of the output. The vscale command made the model shorter, and reduce significantly decreased the size of the STL.

Support This Project

Like this project? Feel free to make a donation.

ko-fi

Licensing

With the default options, this program is completely open source, and the output is usable in a commercial environment. This code itself is MIT License, as is r-barnes' DEMto3D library that this program makes use of.

https://github.com/r-barnes/DEMto3D

If you want to use the output in QGIS or another GIS program, and enable .prj file generation, then the sript will automatically download lastools. The .prj files generated are free to use if it's not for commercial purposes. If you plan on using the .prj files for commercial purposes, you will need to purchase a lastools license in accordance with the information on lastool's website:

https://rapidlasso.com/lastools/

Additionally, this script makes use of some public domain utilities from FUSION by the US Forest Service

http://forsys.sefs.uw.edu/FUSION/fusion_overview.html

With the addition of LAZ processing, this project now utilizes LASzip, an LGPL-2.1 tool. It is included as a precompiled binary (laszip-cli.exe), and no modifications have been made.

https://github.com/LASzip/LASzip

Owner
Mike Abbott
Mike Abbott
A GUI for Pandas DataFrames

About Demo Installation Usage Features More Info About PandasGUI is a GUI for viewing, plotting and analyzing Pandas DataFrames. Demo Installation Ins

Adam Rose 2.8k Dec 24, 2022
The windML framework provides an easy-to-use access to wind data sources within the Python world, building upon numpy, scipy, sklearn, and matplotlib. Renewable Wind Energy, Forecasting, Prediction

windml Build status : The importance of wind in smart grids with a large number of renewable energy resources is increasing. With the growing infrastr

Computational Intelligence Group 125 Dec 24, 2022
Automatically visualize your pandas dataframe via a single print! 📊 💡

A Python API for Intelligent Visual Discovery Lux is a Python library that facilitate fast and easy data exploration by automating the visualization a

Lux 4.3k Dec 28, 2022
Bcc2telegraf: An integration that sends ebpf-based bcc histogram metrics to telegraf daemon

bcc2telegraf bcc2telegraf is an integration that sends ebpf-based bcc histogram

Peter Bobrov 2 Feb 17, 2022
Main repository for Vispy

VisPy: interactive scientific visualization in Python Main website: http://vispy.org VisPy is a high-performance interactive 2D/3D data visualization

vispy 3k Jan 03, 2023
基于python爬虫爬取COVID-19爆发开始至今全球疫情数据并利用Echarts对数据进行分析与多样化展示。

COVID-19-Epidemic-Map 基于python爬虫爬取COVID-19爆发开始至今全球疫情数据并利用Echarts对数据进行分析与多样化展示。 觉得项目还不错的话欢迎给一个star! 项目的源码可以正常运行,各个库的版本、数据库的建表语句、运行过程中遇到的坑以及解决方式在笔记.md中都

31 Dec 15, 2022
Data aggregated from the reports found at the MCPS COVID Dashboard into a set of visualizations.

Montgomery County Public Schools COVID-19 Visualizer Contents About this project Data Support this project About this project Data All data we use can

James 3 Jan 19, 2022
Rick and Morty Data Visualization with python

Rick and Morty Data Visualization For this project I looked at data for the TV show Rick and Morty Number of Episodes at a Certain Location Here is th

7 Aug 29, 2022
CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.

CONTRIBUTIONS ONLY What does this mean? I do not have time to fix issues myself. The only way fixes or new features will be added is by people submitt

Alec Thomas 1.8k Dec 31, 2022
Log visualizer for whirl-framework

Lumberjack Log visualizer for whirl-framework Установка pip install -r requirements.txt Как пользоваться python3 lumberjack.py -l путь до лога -o

Vladimir Malinovskii 2 Dec 19, 2022
Make visual music sheets for thatskygame (graphical representations of the Sky keyboard)

sky-python-music-sheet-maker This program lets you make visual music sheets for Sky: Children of the Light. It will ask you a few questions, and does

21 Aug 26, 2022
The repository is my code for various types of data visualization cases based on the Matplotlib library.

ScienceGallery The repository is my code for various types of data visualization cases based on the Matplotlib library. It summarizes the code and cas

Warrick Xu 2 Apr 20, 2022
Visualization Library

CamViz Overview // Installation // Demos // License Overview CamViz is a visualization library developed by the TRI-ML team with the goal of providing

Toyota Research Institute - Machine Learning 67 Nov 24, 2022
Some problems of SSLC ( High School ) before outputs and after outputs

Some problems of SSLC ( High School ) before outputs and after outputs 1] A Python program and its output (output1) while running the program is given

Fayas Noushad 3 Dec 01, 2021
Chem: collection of mostly python code for molecular visualization, QM/MM, FEP, etc

chem: collection of mostly python code for molecular visualization, QM/MM, FEP,

5 Sep 02, 2022
Typical: Fast, simple, & correct data-validation using Python 3 typing.

typical: Python's Typing Toolkit Introduction Typical is a library devoted to runtime analysis, inference, validation, and enforcement of Python types

Sean 171 Jan 02, 2023
Parse Robinhood 1099 Tax Document from PDF into CSV

Robinhood 1099 Parser This project converts Robinhood Securities 1099 tax document from PDF to CSV file. This tool will be helpful for those who need

Keun Tae (Kevin) Park 52 Jun 10, 2022
Datapane is the easiest way to create data science reports from Python.

Datapane Teams | Documentation | API Docs | Changelog | Twitter | Blog Share interactive plots and data in 3 lines of Python. Datapane is a Python lib

Datapane 744 Jan 06, 2023
erdantic is a simple tool for drawing entity relationship diagrams (ERDs) for Python data model classes

erdantic is a simple tool for drawing entity relationship diagrams (ERDs) for Python data model classes. Diagrams are rendered using the venerable Graphviz library.

DrivenData 129 Jan 04, 2023
Create a visualization for Trump's Tweeted Words Using Python

Data Trump's Tweeted Words This plot illustrates twitter word occurences. We already did the coding I needed for this plot, so I was very inspired to

7 Mar 27, 2022