Sectionals, once again: MzeroA Flight Training – sectionals How to read a VFR sectional chart: https://www.youtube.com/watch?v=NEp1K-TCmD8 Aeronautical Chart User’s guide (Chart symbols): https://www.faa.gov/air_traffic/flight_info/aeronav/digital_products/aero_guide/media/editions/16Jul2020/cug-complete.pdf
If you don’t already have the input data, HERE it is. The clip layer is here: CLIPLAYER. Now that you have a good idea of how the various parameters affect the final output, I have modified the code so that we input the parameters near the beginning of the code […]
LINK TO PART I UAV-Mapper output (orthophoto, surface model, LAS) from the first part are stored in your working directory in a folder named “5_Products”. For this lab, however, use the point cloud I provide in the data you downloaded at the beginning of part 1: "clpSG_PointCloud_th001.las" which is saved […]
LINK TO PART II Recall the tree orchard site we’ve been looking at. This site is relatively flat with distinct (potted) objects. In this lab, I will attempt to lead you through an R-based analysis with the goal of segmenting the landscape (individual potted plants). Before you begin in R, […]
RECALL: ATTRIBUTE QUERY OPERATORS – AND, OR GIS Data Layer: LayerName: PlayingCards Description: There are 52 polygons; each polygon has one record in the attribute table Fields in the attribute table: SUITE: club, spade, heart, diamond COLOR: red, black FACECARD: yes, no VALUE: 1 – 13 (ace = 1, […]
Lab 9 Data Link (clp_tls.laz). This is a large dataset, have patience!!! The “LAZ” file is a common point cloud file format storage type. You read a LAZ the same way you read a LAS – you process it using the same approach. See the LAND USE, CARBON & EMISSION […]
#####Code based on https://erinbecker.github.io/r-raster-vector-geospatial/10-vector-csv-to-shapefile-in-r/index.html #####load libraries library("sf") library("raster") #####Set working path, input text file name, output shapefile name mypath<- "~/r-docker-tutorial/lIlk" myfile<- "20201015_1130wetland8.TXT" outfile<- "emi_20201015_1130wetland8.shp" #####Read CSV into a data frame named mydat mydat<- read.csv(file.path(mypath,myfile), na.strings = "NA") nrow(mydat) #####Remove all rows whose longitude value is NA mydat<- subset(mydat, !is.na(mydat$WGS84_LON)) […]
For the second part of your How-To notebook, you will design, execute, assess, revise and repeat a spatial analysis component of your research project. Specifically, I want you to: Identify one spatial analysis component of your research project; those of you working on a non-thesis degree, find a project […]
This R script allows the user to process multiple LAS/LAZ files at once using the catalog functionality of the lidR library. If you look closely, this and the R code from Monday are almost identical. Line 12, here, we create a LAS catalog instead of reading in an individual LAS […]
Using LAZ point cloud linked on our eLC site #####Processing 1 LAZ file. Will generate slope, aspect, and hillshade images; normalize the point cloud; create #####canopy height model and a custom metric #####Save the #####might need to install libraries #####install.packages(lidR) library(lidR) library(rgdal) library(future) plan(multisession, workers = 4L) #####Setting my working […]