NASA's Global Ecosystem Dynamics Investigation (GEDI) Data
Visualization and Processing
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Documentation for package ‘rGEDI’ version 0.6.0
Help Pages
| rGEDI-package | rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualizing and Processing. |
-- A --
| addEEImage | Add an Earth Engine image to a Leaflet map |
| aggregateLevel3 | Aggregate a GEDI Level 3 raster |
| aggregateLevel4B | Aggregate a GEDI Level 4B raster |
| aspect | Earth Engine terrain aspect |
-- B --
| build_ee_forest | Train a regression forest in Earth Engine |
-- C --
| clip | Clip GEDI data with a common interface |
| clip-method | Clip GEDI data with a common interface |
| clipLevel1B | Clip GEDI Level1B data by Coordinates |
| clipLevel1BGeo | Clip GEDI Full Waveform Geolocations by Coordinates |
| clipLevel1BGeoGeometry | Clip GEDI Full Waveform Geolocations by geometry |
| clipLevel1BGeometry | Clip GEDI Level1B data by geometry |
| clipLevel2A | Clip GEDI Level2A data by Coordinates |
| clipLevel2AGeometry | Clip GEDI Level2A data by geometry |
| clipLevel2AM | Clip GEDI Elevation and Height Metrics by Coordinates |
| clipLevel2AMGeometry | Clip GEDI Elevation and Height Metrics by Coordinates |
| clipLevel2B | Clip GEDI Level2B data by Coordinates |
| clipLevel2BGeometry | Clip GEDI Level2B data by geometry |
| clipLevel2BPAIProfile | Clip GEDI Plant Area Index profile by Coordinates |
| clipLevel2BPAIProfileGeometry | Clip GEDI Plant Area Index profile by geometry |
| clipLevel2BPAVDProfile | Clip GEDI Plant Area Volume Density profile by Coordinates |
| clipLevel2BPAVDProfileGeometry | Clip GEDI Plant Area Volume Density profile by geometry |
| clipLevel2BVPM | Clip GEDI Canopy Cover and Vertical Profile Metrics by Coordinates |
| clipLevel2BVPMGeometry | Clip GEDI Canopy Cover and Vertical Profile Metrics by geometry |
| clipLevel3 | Clip a GEDI Level 3 raster |
| clipLevel4A | Clip GEDI Level 4A data by an extent |
| clipLevel4AGeometry | Clip GEDI Level 4A data by polygons |
| clipLevel4B | Clip a GEDI Level 4B raster |
| close-method | Safely closes the 'gedi.level1b' |
| close.gedi.cloud_h5 | Close a cloud HDF5 connection |
-- D --
| downloadGEDI | Download GEDI data |
-- E --
| earthdata_login | Authenticate with NASA Earthdata |
| earthdata_s3_credentials | Configure temporary NASA Earthdata S3 credentials |
| ee_build_AlphaEarth_embedding_terrain_stack | Build an AlphaEarth and terrain predictor stack |
| ee_build_hls_s1c_terrain_stack | Build an HLS and terrain predictor stack in Earth Engine |
| ee_check_task_status | Check an Earth Engine task |
| ee_image_to_drive | Export an Earth Engine image to Google Drive |
| ee_initialize | Initialize Google Earth Engine |
| ee_rect_to_sf | Convert an Earth Engine rectangle to 'sf' |
| extractEE | Extract Earth Engine image values at GEDI footprints |
| extractGEDIAncillary | Extract Earth Engine image values at GEDI footprints |
| extractLevel3 | Extract GEDI Level 3 raster values |
| extractLevel4B | Extract GEDI Level 4B raster values |
| ext_to_ee | Convert an extent to an Earth Engine geometry |
-- F --
| fit_metrics | Model fit metrics |
| fit_model | Fit a GEDI statistical or random-forest model |
-- G --
| gedi.fullwaveform | Class for GEDI level1B Full Waveform |
| gedi.fullwaveform-class | Class for GEDI level1B Full Waveform |
| gedi.level1b | Class for GEDI level1B |
| gedi.level1b-class | Class for GEDI level1B |
| gedi.level2a | Class for GEDI level2A |
| gedi.level2a-class | Class for GEDI level2A |
| gedi.level2b | Class for GEDI level2B |
| gedi.level2b-class | Class for GEDI level2B |
| gedi.level4a | Class for GEDI Level 4A footprint biomass data |
| gedi.level4a-class | Class for GEDI Level 4A footprint biomass data |
| gediDownload | Download GEDI data |
| gediEE | Open a GEDI product in Google Earth Engine |
| gedifinder | Find GEDI granules through NASA CMR |
| gediWFMetrics | Compute metrics from GEDI or simulated full waveforms |
| gediWFSimulator | Simulate GEDI-like full waveforms from airborne laser scanning data |
| geomSampling | GEDI polygon-stratified sampling specification |
| getGEDITrack | Extract a GEDI reference ground track |
| getLevel1BGeo | Get GEDI Full Waveform Geolocations (GEDI Level1B) |
| getLevel1BWF | Get GEDI Pulse Full Waveform (GEDI Level1B) |
| getLevel2AM | Get GEDI Elevation and Height Metrics (GEDI Level2A) |
| getLevel2BPAIProfile | Get GEDI Plant Area Index (PAI) Profile (GEDI Level2B) |
| getLevel2BPAVDProfile | Get GEDI Plant Area Volume Density (PAVD) Index Profile (GEDI Level2B) |
| getLevel2BVPM | Get GEDI Canopy Cover and Vertical Profile Metrics (GEDI Level2B) |
| getLevel4A | Extract GEDI Level 4A footprint metrics |
| getTileUrl | Get an Earth Engine image tile URL |
| get_catalog_id | Return an Earth Engine catalog ID |
| glcmTexture | Earth Engine gray-level co-occurrence textures |
| gridSampling | GEDI grid-stratified sampling specification |
| gridStatsLevel2AM | Compute Grids with Descriptive Statistics of GEDI derived Elevation and Height Metrics (Level2A) |
| gridStatsLevel2BVPM | Compute Grids with Descriptive Statistics of GEDI derived Canopy Cover and Vertical Profile Metrics (Level2B) |
| gridStatsLevel4A | Grid GEDI Level 4A footprint metrics |
-- M --
| map_create | Apply an Earth Engine model to a predictor image |
| map_download | Download an Earth Engine image |
| map_view | Display Earth Engine layers in Leaflet |
| mosaicLevel3 | Mosaic GEDI Level 3 rasters |
| mosaicLevel4B | Mosaic GEDI Level 4B rasters |
-- O --
| openGEDI | Open GEDI data from local storage or Earthdata Cloud |
-- P --
| plot-method | Plot GEDI* object |
| plot.gedi_var_selection | Plot GEDI variable selection results |
| plotLevel3 | Plot GEDI Level 3 metrics |
| plotLevel4A | Plot GEDI Level 4A footprint biomass |
| plotLevel4B | Plot GEDI Level 4B metrics |
| plotPAIProfile | Plot GEDI Plant Area Index (PAI) Profile |
| plotPAVDProfile | Plot GEDI Plant Area Volume Density Profile |
| plotWFMetrics | GEDI full waveform plot with metrics |
| plot_gedi_orbit_animation | Animate a GEDI ground track around the Earth |
| polyStatsLevel2AM | Compute descriptive statistics of GEDI Elevation and Height Metrics |
| polyStatsLevel2BVPM | Compute descriptive statistics of GEDI Canopy Cover and Vertical Profile Metrics |
| polyStatsLevel3 | Polygon summaries of GEDI Level 3 metrics |
| polyStatsLevel4A | Polygon statistics for GEDI Level 4A footprints |
| polyStatsLevel4B | Polygon summaries of GEDI Level 4B metrics |
| predictGEDI | Predict GEDI footprint values |
| predictGEDIH5 | Predict values and write them to HDF5 |
| projectLevel3 | Project a GEDI Level 3 raster |
| projectLevel4B | Project a GEDI Level 4B raster |
-- R --
| randomSampling | GEDI random sampling specification |
| rasterizeGEDI | Rasterize GEDI footprint data |
| rasterizeLevel4A | Rasterize GEDI Level 4A footprints |
| rasterSampling | GEDI raster-stratified sampling specification |
| readGEDICloud | Open a GEDI HDF5 granule through Earthaccess |
| readLevel1B | Read GEDI Level1B data (Geolocated Waveforms) |
| readLevel2A | Read GEDI Level2A data (Basic Full Waveform derived Metrics) |
| readLevel2B | Read GEDI Level2B data (Biophysical Variables) |
| readLevel3 | Read GEDI Level 3 gridded metrics |
| readLevel4A | Read a GEDI Level 4A granule |
| readLevel4B | Read GEDI Level 4B gridded biomass |
| resampleLevel3 | Resample a GEDI Level 3 raster |
| resampleLevel4B | Resample a GEDI Level 4B raster |
| rGEDI_configure | Configure optional rGEDI cloud and Earth Engine support |
-- S --
| sampleGEDI | Sample GEDI footprint observations |
| search_datasets | Search the GEDI datasets available in Earth Engine |
| slope | Earth Engine terrain slope |
| spacedSampling | GEDI minimum-distance sampling specification |
| stratifiedSampling | GEDI attribute-stratified sampling specification |
-- T --
| to_vect | Convert GEDI footprints to a spatial vector |
-- V --
| varSel | Select predictor variables for a GEDI model |
| vect_as_ee | Convert a vector object to an Earth Engine feature collection |