Clip GEDI Elevation and Height Metrics by Coordinates
This function clips GEDI Level2A extracted Elevation and Height Metrics (Level2AM) within a given bounding coordinates
clipLevel2AMGeometry(level2AM, polygon_spdf, split_by)
level2AM |
A GEDI Level2A object (output of |
polygon_spdf |
Polygon. An object of class |
split_by |
Polygon id. If defined, GEDI data will be clipped by each polygon using the polygon id from table of attribute defined by the user |
Returns an S4 object of class data.table-class
containing the clipped elevation and relative heights metrics.
# Specifying the path to GEDI level2A data (zip file) outdir = tempdir() level2A_fp_zip <- system.file("extdata", "GEDI02_A_2019108080338_O01964_T05337_02_001_01_sub.zip", package="rGEDI") # Unzipping GEDI level2A data level2Apath <- unzip(level2A_fp_zip,exdir = outdir) # Reading GEDI level2A data (h5 file) level2a<-readLevel2A(level2Apath=level2Apath) # Extracting GEDI Elevation and Height Metrics level2AM = getLevel2AM(level2a) # Specifying the path to shapefile polygon_filepath <- system.file("extdata", "stands_cerrado.shp", package="rGEDI") # Reading shapefile as SpatialPolygonsDataFrame object library(raster) polygon_spdf<-shapefile(polygon_filepath) # Clipping GEDI data by Geometry level2AM_clip = clipLevel2AMGeometry(level2AM, polygon_spdf, split_by="id") hasLeaflet = require(leaflet) if (hasLeaflet) { leaflet() %>% addCircleMarkers(level2AM_clip$lat_lowestmode, level2AM_clip$lon_lowestmode, radius = 1, opacity = 1, color = "red") %>% addScaleBar(options = list(imperial = FALSE)) %>% addPolygons(data=polygon_spdf,weight=1,col = 'white', opacity = 1, fillOpacity = 0) %>% addProviderTiles(providers$Esri.WorldImagery) } close(level2a)
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