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# Example: Access data directly from a geopackage | ||
# SCRUG, akgfmaps, January 22, 2025 | ||
# Created by Sean Rohan <[email protected]> | ||
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# Loading layers directly from built-in Geopackage | ||
# Geopackages are an open, standards-based, platform-independent format for storing geospatial data. | ||
# They are based on SQLite, can store multiple layers and data types in one file. | ||
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library(akgfmaps) | ||
library(dplyr) | ||
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# Filepath to geopackage with AFSC bottom trawl survey layers | ||
gpkg_fpath <- system.file("extdata", "afsc_bottom_trawl_surveys.gpkg", package = "akgfmaps") | ||
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# Inpsect the layers at the dsn (data source name). | ||
# There are four layers in individual tables (called 'layers' in sf) | ||
sf::st_layers(dsn = gpkg_fpath) | ||
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# Load all of of the features from the survey_area layer | ||
survey_areas <- sf::st_read(dsn = gpkg_fpath, | ||
layer = "survey_area") | ||
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survey_areas | ||
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# Plot the survey areas | ||
ggplot() + | ||
geom_sf(data = survey_areas, | ||
mapping = aes(color = SURVEY_NAME), | ||
fill = NA) + | ||
facet_wrap(~DESIGN_YEAR) + | ||
theme(legend.position = "bottom") | ||
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# Filter to retreive the NBS survey area | ||
nbs_area <- dplyr::filter(survey_areas, SURVEY_DEFINITION_ID == 143) | ||
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ggplot() + | ||
geom_sf(data = nbs_area, | ||
mapping = aes(color = SURVEY_NAME)) + | ||
facet_wrap(~DESIGN_YEAR) + | ||
theme(legend.position = "bottom") | ||
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# Alternatively, we can retrieve features from the geopackage using a SQLite query. | ||
# In this case, retrieve GOA stratum polygons for the 1984 and 2025 design years. | ||
goa_strata <- sf::st_read(dsn = gpkg_fpath, | ||
query = | ||
"SELECT | ||
AREA_TYPE, | ||
SURVEY_DEFINITION_ID, | ||
DESIGN_YEAR, | ||
AREA_ID AS STRATUM, | ||
AREA_M2, | ||
GEOM | ||
FROM SURVEY_STRATA | ||
WHERE SURVEY_DEFINITION_ID = 47" | ||
) | ||
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head(goa_strata) | ||
table(goa_strata$DESIGN_YEAR) | ||
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# Plotting the 1984 and 2025 GOA survey strata | ||
ggplot() + | ||
geom_sf(data = goa_strata, | ||
mapping = aes(fill = factor(STRATUM)), | ||
color = NA) + | ||
scale_fill_viridis_d(option = "H") + | ||
facet_wrap(~DESIGN_YEAR, nrow = 2) + | ||
theme(legend.position = "none", | ||
axis.title = element_blank()) | ||
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# Land layers | ||
sf::st_layers(dsn = system.file("extdata", "land_layers.gpkg", package = "akgfmaps")) |
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# Installing akgfmaps | ||
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install.packages("devtools", "dplyr") | ||
devtools::install_github(repo = "afsc-gap-products/akgfmaps") |