Package: rsat 0.1.21
Unai Pérez - Goya
rsat: Dealing with Multiplatform Satellite Images
Downloading, customizing, and processing time series of satellite images for a region of interest. 'rsat' functions allow a unified access to multispectral images from Landsat, MODIS and Sentinel repositories. 'rsat' also offers capabilities for customizing satellite images, such as tile mosaicking, image cropping and new variables computation. Finally, 'rsat' covers the processing, including cloud masking, compositing and gap-filling/smoothing time series of images (Militino et al., 2018 <doi:10.3390/rs10030398> and Militino et al., 2019 <doi:10.1109/TGRS.2019.2904193>).
Authors:
rsat_0.1.21.tar.gz
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rsat_0.1.21.tgz(r-4.4-any)rsat_0.1.21.tgz(r-4.3-any)
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rsat.pdf |rsat.html✨
rsat/json (API)
NEWS
| # Install 'rsat' in R: |
| install.packages('rsat', repos = c('https://ropensci.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ropensci/rsat/issues
- ex.dem.navarre - A Digital Elevation Model
- ex.madrid - A polygon with the border of Madrid
- ex.manhattan - A polygon with the border of Manhattan
- ex.navarre - A polygon with the border of Navarre
- ex.ndvi.navarre - A time series of NDVI in Navarre
Last updated 3 months agofrom:4e9e6caa10 (on master)
Exports:as.data.frameas.recordsdatesdates<-get_api_nameget_databaseget_dirget_downloadget_orderget_order<-get_previewnew_recordnew_rtoiplotprintprint_credentialsproductread_rtoirecordsrecords<-regionregion<-renamersat_cloudMaskrsat_deriversat_downloadrsat_get_rasterrsat_get_SpatRasterrsat_get_starsrsat_list_datarsat_mosaicrsat_previewrsat_productsrsat_searchrsat_smoothing_imagessat_nameset_credentialsset_databaseshowshow_variablessubsettest_functionunique
Dependencies:abindaskpassbase64encbslibcachemcalendRclassclassIntclicolorspacecpp11crosstalkcurldata.tableDBIdichromatdigestdotCall64dplyre1071evaluatefansifarverfastmapfieldsfontawesomeforcatsfsgenericsgeojsonsfgeometriesggfungggibbousggimageggplot2ggplotifygluegridGraphicsgtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonifyjsonliteKernSmoothknitrlabelinglatticelazyevalleafemleafletleaflet.providersleafsynclifecyclelubridatelwgeommagickmagrittrmapsMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigpngproxypurrrR6rapidjsonrrappdirsrasterrbibutilsRColorBrewerRcppRdpackrjsonrlangrmarkdownrvests2sassscalesselectrsfsfheadersspspamstarsstringistringrsuncalcsysterratibbletidyselecttimechangetinytextmaptmaptoolsunitsutf8vctrsviridisLitewidgetframewithrwkxfunXMLxml2yamlyulab.utilszip
Search
Rendered fromrsat1_search.Rmdusingknitr::rmarkdownon Jul 02 2024.Last update: 2024-04-16
Started: 2021-08-26
Download
Rendered fromrsat2_download.Rmdusingknitr::rmarkdownon Jul 02 2024.Last update: 2023-11-15
Started: 2021-08-26
Customize
Rendered fromrsat3_customize.Rmdusingknitr::rmarkdownon Jul 02 2024.Last update: 2023-11-15
Started: 2021-08-26
Process
Rendered fromrsat4_process.Rmdusingknitr::rmarkdownon Jul 02 2024.Last update: 2023-11-15
Started: 2021-08-26
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract or replace parts of an object | '[<-',records,records sub,extent_crs sub,extent_crs,extent_crs [,extent_crs,ANY,ANY,ANY-method [,records,ANY,ANY,ANY-method [<-,extent_crs,ANY,ANY,ANY-method [<-,records,ANY,ANY,ANY-method |
| Coerce to a Data Frame | as.data.frame,extent_crs as.data.frame,extent_crs-method as.data.frame,records-method |
| Create records object from data frame | as.records as.records,data.frame as.records,data.frame-method |
| Combine values into a vector or a list | c c,extent_crs-method c,records-method |
| Get/set the dates from a 'records' or an 'rtoi' | dates dates,records-method dates,rtoi-method dates<- dates<-,records-method |
| A Digital Elevation Model (DEM) of the region of Navarre (Spain) | ex.dem.navarre |
| A polygon with the border of Madrid (Spain) | ex.madrid |
| A polygon with the border of Manhattan (USA) | ex.manhattan |
| A polygon with the border of Navarre (Spain) | ex.navarre |
| A time series of NDVI in Navarre (Spain) | ex.ndvi.navarre |
| Get the API name of a 'records' | get_api_name get_api_name,records get_api_name,records-method |
| Extracts or assign the path of the database | get_database get_database,missing-method get_database,rtoi get_database,rtoi-method set_database set_database,character-method set_database,rtoi-method |
| Get the file path of a 'records' or an 'rtoi' | get_dir get_dir,records get_dir,records-method get_dir,rtoi get_dir,rtoi-method get_order,records-method |
| Extract the url to download a data record | get_download |
| Get the slot called order from a 'records' or an 'rtoi' | get_order get_order<- get_order<-,records get_order<-,records-method |
| Extract the url of the preview | get_download,records-method get_preview get_preview,records get_preview,records-method |
| Length of an object | length,extent_crs-method length,records-method |
| Get the name of the object | names,records-method names,rtoi names,rtoi-method names<-,rtoi,character names<-,rtoi,character-method |
| Create a new 'records' object | character, Date, extent_crs logical, missing new_record new_record, new_record,character,character,Date,character,character,character,numeric,numeric,character,character,character,logical,extent_crs-method new_record,character,character,Date,character,character,character,numeric,numeric,character,character,character,logical,missing-method numeric, |
| Creates a new 'rtoi' object | character,sf,character,character character,sf,character,character,records character,sf,character,character,records,size new_rtoi new_rtoi,character,sf,character,character,missing,missing-method new_rtoi,character,sf,character,character,records,missing-method new_rtoi,character,sf,character,character,records,numeric-method new_rtoi,character,sf,character,missing,missing new_rtoi,character,sf,character,missing,missing,missing-method |
| Plot an 'rtoi' object | plot,character plot,records plot,records,ANY-method plot,rtoi,character-method plot,rtoi,Date-method plot,rtoi,missing plot,rtoi,missing-method |
| Prints the credentials for the web services | print_credentials print_credentials,ANY-method |
| Prints the values | print,api print,api_dataspace-method print,api_lpdaac-method print,api_usgs-method print,extent_crs print,extent_crs-method print,records print,records-method print,rtoi-method print,variables-method |
| Get the name of the product from a 'records' or an 'rtoi' | product product,records product,records-method product,rtoi product,rtoi-method |
| Reads an rtoi from the hard drive | read_rtoi read_rtoi,character read_rtoi,character-method |
| Extracts the satellite records | records records,rtoi records,rtoi-method records<- records<-,rtoi,records records<-,rtoi,records-method |
| A class object for satellite image metadata | records-class |
| Extracts region from an rtoi | region region,rtoi region,rtoi-method region<- region<-,rtoi region<-,rtoi,NULL region<-,rtoi,NULL-method region<-,rtoi,sf region<-,rtoi,sf-method |
| Renames an 'rtoi' | rename rename,rtoi,character rename,rtoi,character-method |
| `rsat' | rsat |
| Create cloud mask from an rtoi | cloud_mask,rtoi rsat_cloudMask rsat_cloudMask,rtoi-method |
| Computes a remote sensing index from an 'rtoi' | rsat_derive rsat_derive,rtoi,character rsat_derive,rtoi,character-method |
| Download the images from a 'records' or an 'rtoi' object | rsat_download rsat_download,records rsat_download,records-method rsat_download,rtoi rsat_download,rtoi-method |
| Loads into R a time series of images regarding an rtoi, satellite product, and remote sensing index. | rsat_get_raster rsat_get_raster,rtoi rsat_get_raster,rtoi-method rsat_get_SpatRaster rsat_get_SpatRaster,rtoi rsat_get_SpatRaster,rtoi-method rsat_get_stars rsat_get_stars,rtoi rsat_get_stars,rtoi-method |
| List the information available for an 'rtoi' | rsat_list_data rsat_list_data,rtoi rsat_list_data,rtoi-method |
| Mosaic the tiles intersecting the region of interest | rsat_mosaic rsat_mosaic,records rsat_mosaic,records-method rsat_mosaic,rtoi-method rsat_mosaic,sf,character |
| Preview a 'records' or an 'rtoi' object | rsat_preview rsat_preview,records,date rsat_preview,records,Date-method rsat_preview,records,numeric-method rsat_preview,rtoi,date rsat_preview,rtoi,Date-method rsat_preview,rtoi,missing rsat_preview,rtoi,missing-method rsat_preview,rtoi,numeric |
| Show the products accepted by the services | rsat_products rsat_products,ANY-method |
| Search satellite images | rsat_search rsat_search,rtoi,character rsat_search,rtoi,character-method rsat_search,sf,character rsat_search,sf,character-method |
| Fill data gaps and smooth outliers in a time series of satellite images | rsat_smoothing_images rsat_smoothing_images,rtoi,character rsat_smoothing_images,rtoi,character-method rsat_smoothing_images,SpatRaster,character-method |
| Region and Time Of Interest ('rtoi') | rtoi-class |
| Get the name of the satellite(s) from a 'records' or an 'rtoi' | sat_name sat_name,records sat_name,records-method sat_name,rtoi sat_name,rtoi-method |
| Saves the credentials for the web services | set_credentials set_credentials,character,character,character set_credentials,character,character,character-method set_credentials,character,character,missing set_credentials,character,character,missing-method |
| List the variables and satellites supported by 'rsat' | show_variables show_variables,ANY-method show_variables-method |
| Show an Object | show show,extent_crs-method show,records show,records-method show,rtoi show,rtoi-method show,variables-method |
| Filter the satellite records of a 'records' or an 'rtoi' | subset,records-method |
| Testing function | test_function |
| Result of IMA test 1 | tiles.mod.ndvi.filled.1.res |
| Result of IMA test 2 | tiles.mod.ndvi.filled.2.res |
| Extract unique elements | unique unique,records,ANY-method |
