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#' Script to sample multiple layers by years 1990 - 2011 using a point dataset
#' @description Layers: Landsat spectral values; NDVI; NDMI; NBR; Elevation, Slope, Aspect.
#' 
#' PARAMETERS
#' 
#' 
library(rgee)
ee_Initialize()

USUptsNew <- ee$FeatureCollection("users/dougramsey/ForCaMF/PointData/USU_RandomPoints_NEW")

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library(rgee)
library(sf)
library(magick)

ee_Initialize()

mask <- system.file("shp/arequipa.shp", package = "rgee") %>% 
  st_read(quiet = TRUE) %>% 
  sf_as_ee()

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library(rgee)

ee_Initialize()


download_point <- function(point_name, output = ".") {
  # Create folder
  point_dir <- sprintf("%s/%s", output, point_name)
  dir.create(point_dir, showWarnings = FALSE)
  

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# Spatial R packages ------------------------------------------------------
library(cptcity)
library(mapview)
library(leaflet)
library(rgee)
library(sf)

# Initialize Google Earth Engine (Just One time)
ee_Initialize()

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library(dplyr)     
library(rgee)
library(sf) 

library(googledrive)
library(googleCloudStorageR)
library(lwgeom)

library(reticulate)
library(jsonlite)

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Save here your images

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library(rgee)

# -------------------------------------------------------------------------
# 1. Load Earth Engine ----------------------------------------------------
# -------------------------------------------------------------------------

ee_Initialize(drive = TRUE)

# -------------------------------------------------------------------------
# 2. Auxiliary functions --------------------------------------------------

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from typing import List
import datetime
import pathlib
import re
    
class Sen2CubeFiles:
    def __init__(self, path: str):
        self.path = path        
        self.__fake_path = path
        self._files = self.search_iter(".")

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##  Travel time to school facilities as a marker of geographical      ## 
##         accessibility across heterogeneous land cov                ##
##' @GabrielCarrasco-Escobar, @EdgarManrique, @KellyTello-Lizarraga,  ##
##'              @J.JaimeMiranda,@AntonyBarja                         ##
##'-------------------------------------------------------------------##

# Requerements
library(tidyverse)
library(cptcity)
library(rgee)