Tektite maps for southeast Asia & Vietnam
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library(tidyverse) | |
library(sf) | |
library(googlesheets4) | |
# get our data from google sheets, we need to: | |
# - 'publish to web' | |
# - adjust sharing settings to share with anyone | |
# I've done these, now, so it should just work: | |
my_key <- "1xUqRGnb9kwBi128cERiHkV5w4uREwl-mqAVf0jmQhhg" | |
# Authorize user on Google | |
googlesheets4::gs4_auth() | |
# download the spreadsheet into R | |
tektite_locations <- | |
my_key %>% | |
read_sheet(sheet = "Geological tektites") | |
# clean and tidy the coodinates column | |
# devtools::install_github("ropenscilabs/parzer") | |
library(parzer) | |
tektite_locations_clean <- | |
tektite_locations %>% | |
separate(`Location Coordinates (DDM)`, | |
into = c("lat", "lon"), | |
sep = "E|W") %>% | |
mutate(lon = ifelse(str_detect(lon, "S"), paste0("-", lon), lon)) %>% | |
mutate(lon = str_replace_all(lon, regex("N|S|°|'"), " ")) %>% | |
mutate(lat = str_replace_all(lat, regex("°|'"), " ")) %>% | |
mutate(lon = parse_lon(lon)) %>% | |
mutate(lat = parse_lat(lat)) %>% | |
filter_at(vars(lon, lat), ~!is.na(.)) | |
# plot the locations | |
library(rnaturalearth) | |
library(rnaturalearthdata) | |
library(ggspatial) | |
library(ggrepel) | |
library(shadowtext) | |
library(rgeos) | |
# get a base map | |
world <- ne_countries(scale = "medium", returnclass = "sf") | |
vietnam <- ne_countries(scale = "medium", | |
country = 'vietnam', | |
returnclass = "sf") | |
# convert to sf object so it has geometry | |
tektite_locations_clean_sf <- | |
st_as_sf(tektite_locations_clean, | |
coords = c("lon", "lat"), | |
crs = st_crs(world)) | |
# prepare label text | |
label_data <- | |
cbind(tektite_locations_clean_sf, | |
st_coordinates(tektite_locations_clean_sf$geometry)) | |
# draw the map | |
tektite_locations_map <- | |
ggplot() + | |
geom_sf(data = world, | |
fill= "#faebd7") + | |
geom_sf(data = tektite_locations_clean_sf, | |
colour = "red", | |
size = 1) + | |
coord_sf(xlim = c(160, 85), | |
ylim = c(-50, 35), | |
expand = FALSE) + | |
geom_label_repel(data = label_data, | |
aes(x = X, | |
y = Y, | |
label=Map.Label), | |
label.size = NA, | |
size = 3, | |
alpha = 0.8, | |
segment.alpha = 0.4, | |
label.padding=0.2, | |
na.rm=TRUE, | |
force = 40, | |
seed = 1234, | |
max.overlaps = 100) + | |
annotation_scale(location = "bl", | |
width_hint = 0.5) + | |
annotation_north_arrow(location = "bl", | |
which_north = "true", | |
pad_x = unit(0.25, "in"), | |
pad_y = unit(0.25, "in"), | |
style = north_arrow_fancy_orienteering) + | |
xlab("Longitude") + | |
ylab("Latitude") + | |
ggtitle("") + | |
theme(panel.background = element_rect(fill = "aliceblue"), | |
axis.text.y = element_text(size = 6), | |
axis.text.x = element_text(size = 6)) | |
tektite_locations_map | |
ggsave("tektite-locations-map.png", | |
height = 8, | |
width = 7) | |
# draw the map of vietnam only | |
tektite_locations_clean_sf$vietnam <- | |
tektite_locations_clean_sf %>% | |
st_within(vietnam) %>% | |
lengths > 0 | |
tektite_locations_clean_sf$vietnam <- | |
ifelse(tektite_locations_clean_sf$`Map Label` == "Cong Cai", | |
TRUE, | |
tektite_locations_clean_sf$vietnam) | |
tektite_locations_clean_sf_vietnam <- | |
tektite_locations_clean_sf %>% | |
filter(vietnam) | |
# prepare label text | |
label_data_vietnam <- | |
cbind(tektite_locations_clean_sf_vietnam, | |
st_coordinates(tektite_locations_clean_sf_vietnam$geometry)) | |
tektite_locations_map_vietnam <- | |
ggplot() + | |
geom_sf(data = vietnam, | |
fill= "#faebd7") + | |
geom_sf(data = tektite_locations_clean_sf_vietnam, | |
colour = "red", | |
size = 1) + | |
geom_label_repel(data = label_data_vietnam, | |
aes(x = X, | |
y = Y, | |
label=Map.Label), | |
label.size = NA, | |
alpha = 0.8, | |
segment.alpha = 0.4, | |
label.padding=0.2, | |
na.rm=TRUE, | |
force = 40, | |
seed = 1234, | |
max.overlaps = 100) + | |
annotation_scale(location = "bl", | |
width_hint = 0.5) + | |
annotation_north_arrow(location = "bl", | |
which_north = "true", | |
pad_x = unit(0.25, "in"), | |
pad_y = unit(0.25, "in"), | |
style = north_arrow_fancy_orienteering) + | |
xlab("Longitude") + | |
ylab("Latitude") + | |
ggtitle("") + | |
theme(panel.background = element_rect(fill = "aliceblue"), | |
axis.text.y = element_text(size = 6), | |
axis.text.x = element_text(size = 6)) | |
tektite_locations_map_vietnam | |
ggsave("tektite-locations-vietnam-map.png", | |
height = 8, | |
width = 4) | |
library(cowplot) | |
plot_grid(tektite_locations_map, | |
tektite_locations_map_vietnam, | |
ncol = 2, | |
align = "hv", | |
axis = "tb", | |
rel_widths = c(2, 1) | |
) + | |
theme(panel.background = element_rect(fill='white', | |
colour = "white"), | |
plot.background = element_rect(fill='white', | |
colour = "white")) | |
ggsave("tektite-locations-panel-map.png", | |
height = 6, | |
width = 10) |
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