Package: lakeRS 0.1.0

Malte Zamzow

lakeRS: Remote Sensing Lake Data

Download and process ESA Sentinel-2 L2A data to obtain trophic state information or other satellite based indexes.

Authors:Malte Zamzow [aut, cre], Kompetenzzentrum Wasser Berlin gGmbH [cph]

lakeRS_0.1.0.tar.gz
lakeRS_0.1.0.zip(r-4.7-any)lakeRS_0.1.0.zip(r-4.6-any)lakeRS_0.1.0.zip(r-4.5-any)
lakeRS_0.1.0.tgz(r-4.6-any)lakeRS_0.1.0.tgz(r-4.5-any)
lakeRS_0.1.0.tar.gz(r-4.7-any)lakeRS_0.1.0.tar.gz(r-4.6-any)
lakeRS_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
lakeRS/json (API)

# Install 'lakeRS' in R:
install.packages('lakeRS', repos = c('https://kwb-r.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kwb-r/lakers/issues

Datasets:

On CRAN:

Conda:

2.60 score 36 exports 78 dependencies

Last updated from:c47de2bfe1. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE248
source / vignettesOK217
linux-releaseNOTE224
macos-releaseNOTE177
macos-oldrelNOTE137
windows-develNOTE129
windows-releaseNOTE172
windows-oldrelNOTE146
wasm-releaseOK142

Exports:add_lakeIDbbox_from_pointbbox_from_rectanglebest_nkcombine_years_dynamiccombine_years_lakeDatacombine_years_pixelDatadiscreteClassAssessmentdisplay_geometrydownload_openEO_jobdynamic_per_pixelfind_trendsget_clusterLayerload_BandLayermap_layernc_scene_per_imagendi_per_imagenumericAssessmentoneLake_dfopen_netcdfpixel_clustersplot_class_assessmentplot_dynamicplot_lake_index_histogramplot_layerplot_numeric_assessmentplot_scene_coverageprepare_for_clusteringsameDimProjectionsave_leafletseasonal_index_per_lakeseasonal_index_per_pixelshow_pixelsstart_openEO_jobtrends_to_classeswaterscene_proportion

Dependencies:askpassbase64encbslibcachemclassclassIntclicpp11crosstalkcurlDBIdigestdplyre1071evaluatefarverfastmapfontawesomefsgenericsgeospheregluehighrhtmltoolshtmlwidgetshttr2IRdisplayjquerylibjsonliteKernSmoothknitrlabelinglatticelazyevalleafletleaflet.providerslifecyclelubridatemagrittrmemoisemimeopeneoopensslpillarpkgconfigpngproxypurrrR6rappdirsrasterRColorBrewerRcppreprrlangrmarkdowns2sassscalessfspstringistringrsysterratibbletidyrtidyselecttimechangetinytexunitsutf8vctrsviridisLitewithrwkxfunyaml

Readme and manuals

Help Manual

Help pageTopics
Add lake name and identifier to a lake index resultadd_lakeID
Create a bounding box around a pointbbox_from_point
Create a buffered bounding box around a rectanglebbox_from_rectangle
Estimate a suitable number of k-means clustersbest_nk
Combine whole-lake dynamics across yearscombine_years_dynamic
Combine lake-level index values across yearscombine_years_lakeData
Combine annual lake index results into a harmonized pixel-wise data structurecombine_years_pixelData
Calculate adjusted linear trends over recent yearsdetermine_trend
Classify yearly index values into discrete classesdiscreteClassAssessment
Display a bounding box or polygon on a leaflet mapdisplay_geometry
Download results from a finished openEO jobdownload_openEO_job
Calculate day-of-year moving-average dynamics per pixeldynamic_per_pixel
Rank lakes by short- or long-term trendfind_trends
Create a matrix of clusters in the same dimension as Datacube ncget_clusterLayer
Load one band from an opened netCDF data cubeload_BandLayer
Display a netCDF-aligned matrix as an interactive leaflet layermap_layer
Calculate scene-class coverage per imagenc_scene_per_image
Calculate a normalized difference index for each image and pixelndi_per_image
Colors for the IndexNDTrIColors
Assess lake status and relative trends from yearly index valuesnumericAssessment
Convert annual lake index results for one lake to a data frameoneLake_df
Open an openEO netCDF data cubeopen_netcdf
Cluster pixel dynamics with k-meanspixel_clusters
Plot discrete class assessment results for selected lakesplot_class_assessment
Plot annual dynamics with optional uncertainty intervalsplot_dynamic
Plot the distribution of pixel index values for one lake-yearplot_lake_index_histogram
Plot a netCDF-aligned matrix as a static mapplot_layer
Plot numeric status and trend assessment for one lakeplot_numeric_assessment
Plot image availability and scene coverage by yearplot_scene_coverage
Prepare pixel dynamics for clusteringprepare_for_clustering
Reproject a raster while preserving row and column countssameDimProjection
Save a leaflet map as a self-contained HTML filesave_leaflet
Sentinel-2 IDs of the SCL BandsceneIDs
Aggregate seasonal pixel indices to one lake-level indexseasonal_index_per_lake
Calculate a seasonal index value for each pixelseasonal_index_per_pixel
Display pixel locations on an interactive mapshow_pixels
Start Job on openEO plattformstart_openEO_job
Colors for the ClassestenClassColors
Colors for the ClusterstenClusterColors
Convert numeric trend estimates to significance classestrends_to_classes
Calculate water-scene proportions from SCL imageswaterscene_proportion