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- #' Get Summary of Local MODIS Data
- #'
- #' @description
- #' In the same manner as \code{\link{getHdf}}, this function quantifies the
- #' availability of local MODIS hdf data and gives you an overview (plot or/and
- #' table) of locally available MODIS grid hdf files.
- #'
- #' @param product \code{character}, see \code{\link{getProduct}}. MODIS grid
- #' product to be checked.
- #' @param collection \code{character} or \code{integer}, see
- #' \code{\link{getCollection}}. MODIS product version.
- #' @param extent Extent information, defaults to \code{'global'}. See
- #' \code{\link{getTile}}.
- #' @param begin \code{character}. Begin date of MODIS time series, see
- #' \code{\link{transDate}}.
- #' @param end \code{character}. End date, defaults to \code{'Today'} expressed in
- #' a function.
- #' @param asMap Controls output type. Possible options are \code{TRUE} (png),
- #' \code{FALSE} (csv) or \code{'both'}.
- #' @param outName \code{character}. Name of output file, defaults to
- #' 'product.collection.YYYYMMDDHHMMSS.png' (or *.csv) of the function call or,
- #' if applicable, 'product.collection.extent.YYYYMMDDHHMMSS.png' (or *.csv).
- #' @param ... Arguments passed to \code{\link{MODISoptions}}, most importantly
- #' \code{outProj} and \code{outDirPath}.
- #'
- #' @return
- #' An invisible \code{NULL} (provably this will change to a matrix-like object
- #' similar to the '*.csv' output). If \code{asMap= TRUE}, a 'table.csv' and a
- #' 'image.png' file(s) in \code{outDirPath}.
- #'
- #' @author
- #' Matteo Mattiuzzi
- #'
- #' @examples
- #' \dontrun{
- #' # arcStats result on a webserver:
- #' # "http://ivfl-info.boku.ac.at/index.php/eo-data-processing/status-of-the-local-archive"
- #' #
- #' # The following examples are expecting that you have some data stored locally!
- #' ###########################################################
- #' # generates 2 png's and 2 csv's one for TERRA one for AQUA
- #' arcStats(product="M.D13Q1")
- #'
- #' # generates 2 png's and 2 csv's one for TERRA one for AQUA with the specified countries.
- #' arcStats(product="M.D13Q1",extent=c("austria","germany","italy"))
- #'
- #' # generates 1 png and 1 csv for AQUA.
- #' arcStats(product="MYD13Q1",begin="2005001",outName="MyDataStart2005")
- #'
- #' # generates 1 png for AQUA for the selected area and plots it in 'Sinusoidal'.
- #' arcStats(product="MYD13Q1",begin="2005001",asMap=TRUE, outName="InteractiveSelection2005",
- #' extent=getTile(), outProj="asIn")
- #'
- #' # generates 1 png for AQUA for the selected area and plots it in 'Geographic' Coordinates.
- #' arcStats(product="MYD13Q1",begin="2005001",asMap=TRUE, outName="InteractiveSelection2005",
- #' extent=getTile(), outProj="GEOGRAPHIC")
- #' }
- #'
- #' @export arcStats
- #' @name arcStats
- arcStats <- function(product, collection=NULL, extent="global", begin="2000.01.01", end=format(Sys.time(), "%Y.%m.%d"), asMap=TRUE, outName=NULL,...)
- {
- # product="MYD17A2"; collection="005"; extent=list(xmin=-20,xmax=40,ymin=10, ymax=20); begin="2000.08.01"; end="2000.08.21"; asMap="both"; outName=NULL;u=1;z=1
- # product="MOD13Q1"; collection="005"; extent='global'; begin="2000.08.01"; end="2004.08.21"; asMap="both"; outName=NULL;u=1;z=1
-
- date4name <- format(Sys.time(), "%Y%m%d%H%M%S")
-
- if(is.null(outName))
- {
- if (inherits(extent,"character"))
- {
- outName <- paste(paste0(extent,collapse=""),date4name,sep="_")
- } else
- {
- outName <- date4name
- }
- }
-
- opts <- combineOptions(...)
- opts$localArcPath <- setPath(opts$localArcPath)
- opts$outDirPath <- setPath(opts$outDirPath)
-
- if (opts$outProj == "asIn")
- {
- opts$outProj <- "+proj=sinu +lon_0=0 +x_0=0 +y_0=0 +a=6371007.181 +b=6371007.181 +units=m +no_defs"
- } else
- {
- opts$outProj <- checkOutProj(opts$outProj,tool="GDAL")
- }
-
- # product/dates/extent
- product <- getProduct(x=product, quiet=TRUE)
- product$CCC <- getCollection(product=product, collection=collection, quiet=TRUE)
- tLimits <- transDate(begin=begin, end=end)
- if (extent[1]=="global")
- {
- ext <- getTile(x = raster::extent(raster::raster()))
- } else
- {
- ext <- getTile(x = extent)
- }
- for (z in seq_along(product$PRODUCT))
- {
- prod <- product$PRODUCT[z]
- coll <- product$CCC[[which(names(product$CCC)==product$PRODUCT[z])]]
- todo <- paste0(prod,".", coll)
-
- ftpdirs <- as.Date(getStruc(product=prod,collection=coll, begin=tLimits$begin, end=tLimits$end, wait=0)$dates)
- expected <- ftpdirs[tLimits$begin <= ftpdirs & tLimits$end >= ftpdirs]
- expected <- expected[!is.na(expected)]
- path <- genString(x=prod,collection=coll,remote=FALSE,...)$localPath
- path <- strsplit(path,"/")[[1]]
- path <- paste0(path[-length(path)],collapse="/")
- allLocal <- list.files(path=path,pattern=".hdf$",recursive=TRUE,full.names=TRUE)
- if(length(allLocal)==0)
- {
- warnings(paste0("No ", todo, " files found!"))
- locDates <- NULL
- } else
- {
- # remove dates not in the query
- locDates <- sapply(allLocal,function(x)
- {
- date <- strsplit(normalizePath(dirname(x),winslash="/"),"/")[[1]]
- date <- date[length(date)]
- return(date)
- })
-
- locDates <- as.Date(locDates,"%Y.%m.%d")
- locDates <- allLocal[locDates%in%expected]
- }
-
- # remove not requested tiles
- if(length(locDates)==0)
- {
- tileinfo <- ext$tile
- } else if (extent[1]=="global")
- {
- tileinfo <- unique(sapply(basename(locDates),function(x){x <- getProduct(x);getPart(x,"TILE")}))
- } else
- {
- tileinfo <- ext$tile
- }
-
- available <- needed <- percent <- rep(0,length(tileNames))
- MBperHDF <- rep(NA,length(available))
- table <- data.frame(tileNames,available,needed,percent,MBperHDF)
- table[,"needed"] <- length(expected)
- colnames(table) <- c("tile", "available", "needed", "percent", "MBperHDF")
-
- # calculation section
- for (i in seq_along(tileinfo))
- {
- n <- grep(locDates,pattern=tileinfo[i],value=TRUE)
-
- if (length(n)!=0)
- {
- meanSize <- mean(fileSize(n,units="Mb"))
- n <- sapply(n,function(x)
- {
- date <- strsplit(normalizePath(dirname(x),winslash="/"),"/")[[1]]
- date <- date[length(date)]
- return(date)
- })
-
- n <- as.Date(n,"%Y.%m.%d")
- n <- sum(n %in% expected)
- } else
- {
- n <- 0
- meanSize <- NA
- }
-
- ind <- which(tileNames==tileinfo[i])
- table[ind,"available"] <- n
- table[ind,"percent"] <- round(100*(n/length(expected)),2)
- table[ind,"MBperHDF"] <- round(meanSize)
- }
- # mapping
- if (isTRUE(asMap)|tolower(asMap)=="both")
- {
- srx <- sr
- srx@data <- data.frame(percent=(round(table$percent)))
-
- # require(scales)
- # colors <- c("#00000000",colorRampPalette(c("red","blue","green"))(100)) # hollow + palette
- colors <- c("#00000000", "#FF0000", "#F90005", "#F4000A", "#EF000F", "#EA0014", "#E50019", "#E0001E", "#DA0024", "#D50029", "#D0002E", "#CB0033", "#C60038", "#C1003D", "#BC0042", "#B60048", "#B1004D", "#AC0052", "#A70057", "#A2005C", "#9D0061", "#970067", "#92006C", "#8D0071", "#880076", "#83007B", "#7E0080", "#790085", "#73008B", "#6E0090", "#690095", "#64009A", "#5F009F", "#5A00A4", "#5400AA", "#4F00AF", "#4A00B4", "#4500B9", "#4000BE", "#3B00C3", "#3600C8", "#3000CE", "#2B00D3", "#2600D8", "#2100DD", "#1C00E2", "#1700E7", "#1200EC", "#0C00F2", "#0700F7", "#0200FC", "#0002FC", "#0007F7", "#000CF2", "#0012EC", "#0017E7", "#001CE2", "#0021DD", "#0026D8", "#002BD3", "#0030CE", "#0036C8", "#003BC3", "#0040BE", "#0045B9", "#004AB4", "#004FAF", "#0055A9", "#005AA4", "#005F9F", "#00649A", "#006995", "#006E90", "#00738B", "#007985", "#007E80", "#00837B", "#008876", "#008D71", "#00926C", "#009767", "#009D61", "#00A25C", "#00A757", "#00AC52", "#00B14D", "#00B648", "#00BC42", "#00C13D", "#00C638", "#00CB33", "#00D02E", "#00D529", "#00DA24", "#00E01E", "#00E519", "#00EA14", "#00EF0F", "#00F40A", "#00F905", "#00FF00")
-
- xlim <- c(ext$extent@xmin,ext$extent@xmax)
- ylim <- c(ext$extent@ymin,ext$extent@ymax)
-
- xax <- data.frame(x=seq(-180,180,by=10),y=rep(0,37),tileID=c(0:35,""))
- yax <- data.frame(x=rep(0,19),y=seq(90,-90,by=-10),tileID=c(0:17,""))
-
- png(paste(opts$outDirPath,todo,".",outName,".png",sep=""), width = 800, height = 600)
-
- if(extent[1]=="global")
- {
- globe <- maps::map("world",plot=FALSE)
- } else
- {
- globe <- maps::map("worldHires",plot=FALSE,xlim=xlim,ylim=ylim)
- xax <- xax[xax$x>=min(xlim) & xax$x<=max(xlim),]
- yax <- yax[yax$y>=min(ylim) & yax$y<=max(ylim),]
- }
- sp::coordinates(xax) <- ~x+y
- sp::coordinates(yax) <- ~x+y
- sp::proj4string(xax) <- "+proj=longlat +datum=WGS84 +ellps=WGS84 +towgs84=0,0,0"
- sp::proj4string(yax) <- "+proj=longlat +datum=WGS84 +ellps=WGS84 +towgs84=0,0,0"
-
- globe$x[!is.na(globe$x) & globe$x > 180] <- 180
-
- globe <- maptools::map2SpatialLines(globe)
- #invisible(set_ll_warn(TRUE)) # shouldn't be necessary becaus of the trimming
- #iwa <- options()$warn
- #options(warn=-1)
- sp::proj4string(globe) <- "+proj=longlat +datum=WGS84 +ellps=WGS84 +towgs84=0,0,0"
- #options(warn=iwa)
-
- if(!isLonLat(opts$outProj))
- {
- tmp <- raster(ext$extent)
- projection(tmp) <- "+proj=longlat +datum=WGS84 +ellps=WGS84 +towgs84=0,0,0"
- tmp <- projectExtent(tmp,opts$outProj)
-
- xlim <- c(xmin(tmp),xmax(tmp))
- ylim <- c(ymin(tmp),ymax(tmp))
-
- xax <- sp::spTransform(xax,CRS(opts$outProj))
- yax <- sp::spTransform(yax,CRS(opts$outProj))
- globe <- sp::spTransform(globe,CRS(opts$outProj))
- srx <- sp::spTransform(srx,CRS(opts$outProj))
- }
-
- xax <- as.data.frame(xax)[,c("x","tileID")]
- yax <- as.data.frame(yax)[,c("y","tileID")]
-
- globe <- list("sp.lines", as(globe, "SpatialLines"), lwd=0.8)
-
-
- if(opts$outProj=="+proj=sinu +lon_0=0 +x_0=0 +y_0=0 +a=6371007.181 +b=6371007.181 +units=m +no_defs")
- {
- print(
- spplot(srx, zcol="percent", col.regions=colors, colorkey=TRUE,at=0:101,xlab="H-Tiles",ylab="V-Tiles", xlim=xlim, ylim=ylim, sp.layout=globe,
- scales=list(alternating=3,x=list(at=xax$x ,labels=xax$tileID,rot=90),y=list(at=yax$y,labels=yax$tileID)),
- main = paste("Percentage of '",todo,"' available on the local archive\nbetween ", tLimits$begin," and ", tLimits$end,sep=""), checkEmptyRC=FALSE)
- )
- } else
- {
- print(
- spplot(srx, zcol="percent", col.regions=colors, colorkey=TRUE,at=0:101, xlim=xlim, ylim=ylim, sp.layout=globe, scales=list(draw = TRUE),
- main = paste("Percentage of '",todo,"' available on the local archive\nbetween ", tLimits$begin," and ", tLimits$end,sep=""), checkEmptyRC=FALSE)
- )
- }
- dev.off()
- }
- if (!isTRUE(asMap)|asMap=="both")
- {
- if (extent[1]=="global")
- {
- out <- table
- } else
- {
- out <- table[table$tile %in% ext$tile,]
- }
- write.csv(x=out,file=paste(opts$outDirPath,todo,".",outName,".csv",sep=""),row.names = FALSE)
- }
- }
- return(invisible(NULL))
- }
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