Heed725/Tanzania-Modis-Classification-Map

Land Cover Classfication of Tanzania 2020(MODIS) # Tanzania Modis Classification Map This Repository Aims TO show Classfication Map Of Tanzania 2020,The Software Used Were R-Programming/R-studio and QGIS,R-studio through MODIStsp Package Was used to Extract MODIS Data and QGIS Was used for Visualizing and Final Touches as shown Below(The Code and Final output which was created in Qgis) ```r install.packages("MODIStsp") MODIStsp_get_prodlayers("MCD12Q1") # remotes::install_github("wmgeolab/rgeoboundaries") # install.packages("sf") library(rgeoboundaries) library(sf) # Downloading the country boundary of Tanzania map_boundary <- geoboundaries("Tanzania") # Defining filepath to save downloaded spatial file spatial_filepath <- "c:/Users/.../.../TZ/Tanzania.shp" # Saving downloaded spatial file on to our computer st_write(map_boundary, paste0(spatial_filepath)) #Downloading Modis MODIStsp(gui = FALSE, out_folder = "c:/Users/.../.../TZ", out_folder_mod = "c:/Users/.../.../TZ", selprod = "LandCover_Type_Yearly_500m (MCD12Q1)", bandsel = "LC1", user = "heed" , password = "*******", start_date = "2020.01.01", end_date = "2020.12.31", verbose = FALSE, spatmeth = "file", spafile = spatial_filepath, out_format = "GTiff") ``` # Extra notes for Visualization You can download the codes and modify to you're area of interest(Another country),To use them you must have an account from Nasa Earth (urs.earthdata.nasa.gov) In which to use this code would require youre username and password Then you can continue ,For QGIS ive made a styling qml which you could use for styling your map as shown above # Graph preparation Also i've used QGIS Through Data Plotly plugin to prepare to graph to show percentage of different classes found in Land-Cover classfication from MODIS as shown below # Credit Again Extreme credit to:rspatialdata.github.io