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mregions2 offers a streamlined interface to access data
from Marine Regions in R for
researchers, marine scientists, and geospatial analysts seeking marine
geographical information. Marine
Regions is part of the LifeWatch
project. Its activities focus on two main outputs:
mregions2 allows to retrieve marine geospatial information from the Marine Regions Gazetteer and the Marine Regions Data Products in R.
The Marine Regions Gazetteer is a standard list of marine georeferenced place names.
Gazetteer: a dictionary of geographical names.
https://www.thefreedictionary.com/gazetteer
The entries in the Marine Regions Gazetteer are identified with an
unique and persistent identifier, named the ?MRGID (Marine
Regions Gazetteer Unique Identifier)
Syntax
http://marineregions.org/mrgid/<number>
E.g. https://marineregions.org/mrgid/3293
In addition to the Marine Regions Gazetteer, the Marine Regions Team creates and hosts geographical Data Products, being the most popular one the Marine Regions Maritime Boundaries.
The mregions2 package aims to difference these two domains as clearly as possible, starting with the naming of its functions:
gaz_*()mrp_*()This naming is not trivial, as mregions2 uses different methods to access the Marine Regions Gazetteer than the Marine Regions Data Products: A RESTful API for the Marine Regions Gazetteer, and OGC Web Services to get the Marine Regions Data Products. These are hosted at the Flanders Marine Institute (VLIZ) geoserver:
http://geo.vliz.be/
The data products can be visualized via Web Map Services
(WMS) with mrp_view() or downloaded by Web Feature
Services (WFS) with mrp_get().
This package is developed for scientific, educational and research purposes. It is not meant to be used for legal, economical (in the sense of exploration of natural resources) or navigational purposes. See the Marine Regions disclaimer.
mregions2 supersedes mregions. The need of mregions2 is further explained in the article: Why mregions and mregions2?
NOTE
The naming
mrp_*()instead ofmr_()was decided to avoid overlapping with the functions from mregions
library(mregions2)
# To use the pipe operator `%>%`
library(magrittr)
# For illustrative purposes
library(sf)
library(dplyr) You can look up for marine places the Marine Regions Gazetteer with a free text search. Some examples:
Find any term with the words ‘North Sea’
gaz_search("North Sea")
#> # A tibble: 25 × 14
#> MRGID gazetteerSource placeType latitude longitude preferredGazetteerName
#> <int> <chr> <chr> <dbl> <dbl> <chr>
#> 1 2350 "(1953). Limits of… IHO Sea … 56.4 2.74 North Sea
#> 2 2399 "ASFA thesaurus" Bight 51.6 3.02 Southern Bight of the…
#> 3 8542 "Large Marine Ecos… Large Ma… 57.4 2.73 North Sea
#> 4 17441 "Aphia" General … 53.1 2.81 Central North Sea
#> 5 17977 "Aphia" General … 59 1.8 Northern North Sea
#> 6 17977 "Aphia" General … 59 1.8 Northern Part of the …
#> 7 21912 "Spalding, M. D. F… Marine E… 55.5 4.59 North Sea
#> 8 22165 <NA> ICES Eco… NA NA North Sea
#> 9 22253 "Aphia" General … 51.4 1.99 Southern North Sea
#> 10 22762 "VLIZ (2020). Inte… Marine R… 54.6 6.78 German part of the No…
#> # ℹ 15 more rows
#> # ℹ 8 more variables: preferredGazetteerNameLang <chr>, status <chr>,
#> # accepted <int>, minLatitude <dbl>, minLongitude <dbl>, maxLatitude <dbl>,
#> # maxLongitude <dbl>, precision <dbl>Search names in different languages (provide ISO 2c code)
gaz_search("Noordzee", language = "nl")
#> # A tibble: 4 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 2350 (1953). Limits of… IHO Sea … 56.4 2.74 51.0 -4.45
#> 2 2399 ASFA thesaurus Bight 51.6 3.02 NA NA
#> 3 27417 Natura 2000 Sites… Natura 2… 53.3 5.25 NA NA
#> 4 50168 Wikipedia Channel 52.5 4.56 NA NA
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>Restrict your search to only exact matches
gaz_search("Noordzee", language = "nl", like = FALSE, fuzzy = FALSE)
#> # A tibble: 1 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 2350 (1953). Limits of… IHO Sea … 56.4 2.74 51.0 -4.45
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>Pass a ?MRGID to gaz_search() to get only
that record. E.g. in the previous example, the Belgian Exclusive
Economic Zone has the ?MRGID 3293:
gaz_search(3293)
#> # A tibble: 1 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 3293 Flanders Marine I… EEZ 51.5 2.72 51.0 2.24
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>Reverse geocoding is possible with mregions2: pass geographical coordinates in the WGS84 projection will return all records that intersect with the point.
e.g. the coordinates longitude 2.927 - latitude 51.21551 lay on the city of Ostend at the Belgian coast
gaz_search(x = 2.927, y = 51.21551)
#> # A tibble: 55 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 2 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 3 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 4 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 5 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 6 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 7 20 SAIL Province… 51.0 3.03 50.7 2.55
#> 8 20 SAIL Province… 51.0 3.03 50.7 2.55
#> 9 20 SAIL Province… 51.0 3.03 50.7 2.55
#> 10 20 SAIL Province… 51.0 3.03 50.7 2.55
#> # ℹ 45 more rows
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>, precision <dbl>Passing an sfg geometry object from
sf::st_point() is also allowed:
pt <- st_point(c(x = 2.927, y = 51.21551))
pt
#> POINT (2.927 51.21551)
gaz_search(pt)
#> # A tibble: 55 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 2 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 3 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 4 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 5 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 6 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 7 20 SAIL Province… 51.0 3.03 50.7 2.55
#> 8 20 SAIL Province… 51.0 3.03 50.7 2.55
#> 9 20 SAIL Province… 51.0 3.03 50.7 2.55
#> 10 20 SAIL Province… 51.0 3.03 50.7 2.55
#> # ℹ 45 more rows
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>, precision <dbl>The records of the Marine Regions Gazetteer have place types assigned, either physical such as sea mounts or banks, or administrative like Territorial Sea or Exclusive Economic Zone.
You can find the full list, descriptions and its identifier in the
database with gaz_types():
gaz_types()
#> # A tibble: 332 × 3
#> typeID type description
#> <int> <chr> <chr>
#> 1 1 Town The lowest administrative unit in Belgium a…
#> 2 2 Arrondissement The administrative unit in Belgium that lie…
#> 3 3 Department A high-level administrative unit that is us…
#> 4 4 Province (administrative) A medium-level administrative unit that is …
#> 5 5 Country A high-level administrative unit that only …
#> 6 6 Continent The highest subdivision of the world. There…
#> 7 7 Region A high-level administrative unit that is us…
#> 8 8 Ward The lowest administrative unit in the Unite…
#> 9 9 Commune The lowest administrative unit in a lot of …
#> 10 10 District A medium-level administrative unit that is …
#> # ℹ 322 more rowsYou can restrict your search to a certain type ID in the argument
typeid
gaz_search("Oostende", typeid = 1)
#> # A tibble: 2 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 65 SAIL Town 51.2 2.92 51.2 2.84
#> 2 65 SAIL Town 51.2 2.92 51.2 2.84
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>Or you can look up all the records with a certain place type with
gaz_search_by_type()
# With text
gaz_search_by_type("Town")
#> # A tibble: 934 × 14
#> MRGID gazetteerSource placeType latitude longitude preferredGazetteerName
#> <int> <chr> <chr> <dbl> <dbl> <chr>
#> 1 29 SAIL Town 51.1 3.23 Oostkamp
#> 2 30 SAIL Town 51.1 3.34 Beernem
#> 3 31 SAIL Town 51.3 3.14 Blankenberge
#> 4 32 SAIL Town 51.3 3.32 Damme
#> 5 33 SAIL Town 51.1 3.10 Torhout
#> 6 34 SAIL Town 51.2 3.10 Jabbeke
#> 7 35 SAIL Town 51.1 3.14 Zedelgem
#> 8 36 SAIL Town 51.3 3.13 Zuienkerke
#> 9 37 SAIL Town 51.3 3.31 Knokke-Heist
#> 10 38 SAIL Town 51.3 3.22 Brugge
#> # ℹ 924 more rows
#> # ℹ 8 more variables: preferredGazetteerNameLang <chr>, status <chr>,
#> # accepted <int>, minLatitude <dbl>, minLongitude <dbl>, maxLatitude <dbl>,
#> # maxLongitude <dbl>, precision <dbl>
# With the place type ID
gaz_search_by_type(1)
#> # A tibble: 934 × 14
#> MRGID gazetteerSource placeType latitude longitude preferredGazetteerName
#> <int> <chr> <chr> <dbl> <dbl> <chr>
#> 1 29 SAIL Town 51.1 3.23 Oostkamp
#> 2 30 SAIL Town 51.1 3.34 Beernem
#> 3 31 SAIL Town 51.3 3.14 Blankenberge
#> 4 32 SAIL Town 51.3 3.32 Damme
#> 5 33 SAIL Town 51.1 3.10 Torhout
#> 6 34 SAIL Town 51.2 3.10 Jabbeke
#> 7 35 SAIL Town 51.1 3.14 Zedelgem
#> 8 36 SAIL Town 51.3 3.13 Zuienkerke
#> 9 37 SAIL Town 51.3 3.31 Knokke-Heist
#> 10 38 SAIL Town 51.3 3.22 Brugge
#> # ℹ 924 more rows
#> # ℹ 8 more variables: preferredGazetteerNameLang <chr>, status <chr>,
#> # accepted <int>, minLatitude <dbl>, minLongitude <dbl>, maxLatitude <dbl>,
#> # maxLongitude <dbl>, precision <dbl>The entries in the Marine Regions Gazetteer are always based on a source. This is either a document, a web site or any sort of authority.
The list of sources is available with gaz_sources()
# List sources
gaz_sources()
#> # A tibble: 689 × 3
#> sourceID source sourceURL
#> <int> <chr> <chr>
#> 1 1 SAIL http://w…
#> 2 2 ASFA thesaurus http://w…
#> 3 4 Nationaal Instituut voor de Statistiek (NIS) / National S… http://s…
#> 4 5 Oosthoek Times Wereldatlas <NA>
#> 5 6 Lausch, E. (2000). Atlas van de oceanen: met de dieptekaa… <NA>
#> 6 7 (2001). The Times comprehensive atlas of the world. 10th … <NA>
#> 7 8 IHO-IOC GEBCO Gazetteer of Undersea Feature Names (2002-1… http://w…
#> 8 9 BIOMARE http://w…
#> 9 10 (1953). Limits of oceans and seas. 3rd edition. IHO Speci… <NA>
#> 10 11 Nomenclature des espaces maritimes/List of maritime areas <NA>
#> # ℹ 679 more rowsSearch by source is possible with the function
gaz_search_by_source(), either with the source as text or
passing a sourceID
# With text
gaz_search_by_source("Flanders Marine Institute (VLIZ)")
#> # A tibble: 23 × 13
#> MRGID gazetteerSource placeType latitude longitude preferredGazetteerName
#> <int> <chr> <chr> <dbl> <dbl> <chr>
#> 1 62642 Seys, J.; Pint, S.… Sampling… 51.3 3.16 SW-Blankenberge-01
#> 2 62643 Seys, J.; Pint, S.… Sampling… 51.2 2.96 SW-Bredene-01
#> 3 62644 Seys, J.; Pint, S.… Sampling… 51.3 3.26 SW-Duinbergen-01
#> 4 62645 Seys, J.; Pint, S.… Sampling… 51.3 3.00 SW-De Haan-Vosseslag-…
#> 5 62646 Seys, J.; Pint, S.… Sampling… 51.3 3.24 SW-Heist-01
#> 6 62647 Seys, J.; Pint, S.… Sampling… 51.1 2.62 SW-Koksijde-01
#> 7 62648 Seys, J.; Pint, S.… Sampling… 51.2 2.81 SW-Middelkerke-01
#> 8 62649 Seys, J.; Pint, S.… Sampling… 51.2 2.71 SW-Nieuwpoort-01
#> 9 62650 Seys, J.; Pint, S.… Sampling… 51.1 2.69 SW-Oostduinkerke-01
#> 10 62651 Seys, J.; Pint, S.… Sampling… 51.2 2.94 SW-Oostende_Oosteroev…
#> # ℹ 13 more rows
#> # ℹ 7 more variables: preferredGazetteerNameLang <chr>, status <chr>,
#> # accepted <int>, minLatitude <dbl>, minLongitude <dbl>, maxLatitude <dbl>,
#> # maxLongitude <dbl>
# With source ID
gaz_search_by_source(695)
#> # A tibble: 23 × 13
#> MRGID gazetteerSource placeType latitude longitude preferredGazetteerName
#> <int> <chr> <chr> <dbl> <dbl> <chr>
#> 1 62642 Seys, J.; Pint, S.… Sampling… 51.3 3.16 SW-Blankenberge-01
#> 2 62643 Seys, J.; Pint, S.… Sampling… 51.2 2.96 SW-Bredene-01
#> 3 62644 Seys, J.; Pint, S.… Sampling… 51.3 3.26 SW-Duinbergen-01
#> 4 62645 Seys, J.; Pint, S.… Sampling… 51.3 3.00 SW-De Haan-Vosseslag-…
#> 5 62646 Seys, J.; Pint, S.… Sampling… 51.3 3.24 SW-Heist-01
#> 6 62647 Seys, J.; Pint, S.… Sampling… 51.1 2.62 SW-Koksijde-01
#> 7 62648 Seys, J.; Pint, S.… Sampling… 51.2 2.81 SW-Middelkerke-01
#> 8 62649 Seys, J.; Pint, S.… Sampling… 51.2 2.71 SW-Nieuwpoort-01
#> 9 62650 Seys, J.; Pint, S.… Sampling… 51.1 2.69 SW-Oostduinkerke-01
#> 10 62651 Seys, J.; Pint, S.… Sampling… 51.2 2.94 SW-Oostende_Oosteroev…
#> # ℹ 13 more rows
#> # ℹ 7 more variables: preferredGazetteerNameLang <chr>, status <chr>,
#> # accepted <int>, minLatitude <dbl>, minLongitude <dbl>, maxLatitude <dbl>,
#> # maxLongitude <dbl>Geocoding marine places is possible with mregions2. As a bare
minimum, the entries of the Marine Regions Gazetteer should always have
a the centroid of the feature, in the fields
latitude and longitude. The bounding
box of the feature may also be available via the fields
minLatitude, maxLatitude,
minLongitude and maxLongitude.
Moreover, many of the entries of the Marine Regions Gazetteer have
actual geometries associated. These are typically
Polygons or Linestrings. To avoid overloading the server, the geometries
are not returned by default with gaz_search(). Adding the
geometries is possible with gaz_geometry(): passing the
result of gaz_search() will turn the data frame into a
sf::sf object with geometry in the field
the_geom, of class sf::sfc.
gaz_search(3293) %>% gaz_geometry()
#> Simple feature collection with 1 feature and 14 fields
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: 2.238333 ymin: 51.03976 xmax: 4.402039 ymax: 51.87611
#> Geodetic CRS: WGS 84
#> # A tibble: 1 × 15
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 3293 Flanders Marine I… EEZ 51.5 2.72 51.0 2.24
#> # ℹ 8 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>, the_geom <MULTIPOLYGON [°]>This is possible cause the result of gaz_search is a
data frame including the class mr_df, unique of the
mregions2 R package. The geometry function has a S3 method defined for
this class: gaz_geometry.mr_df().
You can also use the argument with_geometry as
gaz_search(3293, with_geometry = TRUE) to load the geometry
directly.
In addition, fetching only the geometries is possible using an
?MRGID on gaz_geometry()
# By MRGID
gaz_geometry(3293)
#> Geometry set for 1 feature
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: 2.238333 ymin: 51.03976 xmax: 4.402039 ymax: 51.87611
#> Geodetic CRS: WGS 84
#> MULTIPOLYGON (((4.242049 51.35397, 4.230735 51....By default, this is a simple feature geometry list column, an object
of class sf::sfc. But other formats are possible:
As Well-Known Text (WKT):
gaz_geometry(3293, format = "wkt")
#> [1] "MULTIPOLYGON (((4.242049 51.35397, 4.230735 51.35825, 4.226746 51.35976, 4.222067 51.36451, 4.219928 51.36832, 4.218261 51.37221, 4.217578 51.37389, 4.23069 51.37436, 4.242811 51.3748, 4.242808 51.3738, 4.242861 51.37125, 4.243166 51.37118, 4.243472 51.37104, 4.243707 51.37068, 4.243893 51.37009, 4.244108 51.36954, 4.244319 51.36908, 4.244552 51.36867, 4.244764 51.36817, 4.244982 51.36747, 4.245172 51.36666, 4.245409 51.36617, 4.245692 51.36598, 4.245923 51.36579, 4.24611 51.36545, 4.246359 51.36502, 4.246679 51.36452, 4.247084 51.36406, 4.247391 51.36374, 4.24766 51.36358, 4.247939 51.36349, 4.24815 51.36336, 4.248306 51.36319, 4.248528 51.36305, 4.248844 51.36297, 4.249515 51.36255, 4.249644 51.36236, 4.249866 51.36223, 4.250156 51.36212, 4.250399 51.36191, 4.250599 51.36155, 4.250832 51.36113, 4.25105 51.36072, 4.25122 51.36037, 4.251204 51.36006, 4.251056 51.35971, 4.251035 51.3593, 4.251222 51.35887, 4.251533 51.35844, 4.251972 51.35813, 4.252378 51.35795, 4.252641 51.35775, 4.252825 51.35735, 4.253061 51.35671, 4.253364 51.35581, 4.253746 51.35492, 4.25406 51.35421, 4.254469 51.35382, 4.255143 51.35359, 4.255974 51.3533, 4.256409 51.35323, 4.257037 51.35304, 4.25781 51.35283, 4.258755 51.35251, 4.259902 51.3521, 4.26116 51.35158, 4.262144 51.35124, 4.262767 51.35105, 4.26323 51.35092, 4.263758 51.35078, 4.264491 51.35058, 4.265421 51.35032, 4.266571 51.35011, 4.26806 51.34995, 4.269997 51.34983, 4.271699 51.34968, 4.273109 51.34948, 4.273941 51.34915, 4.274307 51.34878, 4.274655 51.34854, 4.275184 51.34834, 4.275674 51.34809, 4.275998 51.34785, 4.276369 51.34769, 4.27692 51.34761, 4.277471 51.34753, 4.27814 51.34716, 4.278953 51.34701, 4.279825 51.34672, 4.280499 51.34649, 4.281392 51.34643, 4.28215 51.34637, 4.282318 51.34636, 4.285152 51.34621, 4.285137 51.34572, 4.282298 51.3459, 4.282134 51.3459, 4.280465 51.34602, 4.278953 51.34581, 4.278575 51.34544, 4.27861 51.3451, 4.27946 51.34476, 4.279704 51.34466, 4.280156 51.34445, 4.28122 51.34441, 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gaz_geometry(3293, format = "rdf")
#> Total of 4 triples, stored in hashes
#> -------------------------------
#> @base <localhost://> .
#> @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
#>
#> <http://marineregions.org/mrgid/3293>
#> <http://marineregions.org/ns/ontology#hasGeometry> <http://marineregions.org/mrgid/3293/geometries?source=79&attributeValue=3293> .
#>
#> <http://marineregions.org/mrgid/3293/geometries?source=79&attributeValue=3293>
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51.09750617, 2.57020795 51.09723151, 2.56944573 51.09695518, 2.56887674 51.09675658, 2.56842995 51.09660268, 2.5680176 51.09647763, 2.56757104 51.09632361, 2.56700253 51.09612513, 2.56624103 51.09584916, 2.5653578 51.09557474, 2.56444073 51.09527385, 2.56355774 51.09499836, 2.56279576 51.09471977, 2.56222296 51.09451795, 2.56176448 51.09436762, 2.56134045 51.09427106, 2.56095862 51.09406733, 2.56046546 51.09396732, 2.55987334 51.09381115, 2.55913198 51.09360456, 2.55839181 51.09334075, 2.55780911 51.09313667, 2.55735016 51.09297717, 2.5569334 51.09284997, 2.55648637 51.09269595, 2.55591881 51.09249771, 2.55515754 51.09222186, 2.55427432 51.09194732, 2.55335677 51.09164643, 2.55247355 51.09137177, 2.55171227 51.09109604, 2.55114472 51.09089768, 2.55069792 51.09074354, 2.55028105 51.09061611, 2.54982221 51.09045672, 2.54923892 51.09025395, 2.54849684 51.08999336, 2.54775381 51.08978987, 2.54716575 51.08962607, 2.54669464 51.08948565, 2.54626346 51.08931434, 2.54361111 51.09361111, 2.39027778 51.26916667, 2.37552528 51.29718832, 2.35365697 51.33872611, 2.30586236 51.42950965, 2.23833333 51.55777778, 2.25333333 51.61305556, 2.30586236 51.65721317, 2.48166667 51.805, 2.53933306 51.87611444, 3.08138889 51.55166667, 3.21222222 51.48472222, 3.29638889 51.45, 3.31192855 51.43093201, 3.33615505 51.40120481, 3.35388889 51.37944444, 3.36458333 51.37361111, 3.37040317 51.36696434, 3.36945856 51.366822)))"^^<http://www.opengis.net/ont/geosparql#wktLiteral> ;
#> <http://www.w3.org/ns/prov#hadPrimarySource> <http://www.marineregions.org> .As a sf::sf object:
gaz_geometry(3293, format = "sf")
#> Simple feature collection with 1 feature and 1 field
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: 2.238333 ymin: 51.03976 xmax: 4.402039 ymax: 51.87611
#> Geodetic CRS: WGS 84
#> # A tibble: 1 × 2
#> MRGID the_geom
#> * <int> <MULTIPOLYGON [°]>
#> 1 3293 (((4.242049 51.35397, 4.230735 51.35825, 4.226746 51.35976, 4.222067 51…Learn more about using the mregions2 to access the Marine Regions Gazetteer as RDF article.
The Marine Regions Gazetteer is organized
hierarchically: All the records got relations with each
other. You can either pass the result of gaz_search() to
gaz_relations() or an ?MRGID:
# With gaz_search()
gaz_search(3293) %>% gaz_relations()
#> # A tibble: 37 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 3293 Flanders Marine … EEZ 51.5 2.72 51.0 2.24
#> 2 2419 ASFA thesaurus Sandbank… 51.5 2.58 NA NA
#> 3 2420 ASFA thesaurus Sandbank… 51.5 2.88 NA NA
#> 4 2421 ASFA thesaurus Sandbank… 51.3 2.64 NA NA
#> 5 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 6 2350 (1953). Limits o… IHO Sea … 56.4 2.74 51.0 -4.45
#> 7 4675 <NA> Sandbank… 51.3 2.98 NA NA
#> 8 2550 ASFA thesaurus Coast 51.2 2.91 51.1 2.54
#> 9 17401 Aphia Wreck 51.4 2.32 NA NA
#> 10 17409 Aphia Wreck 51.1 2.33 NA NA
#> # ℹ 27 more rows
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>
# With MRGID
gaz_relations(3293)
#> # A tibble: 37 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 3293 Flanders Marine … EEZ 51.5 2.72 51.0 2.24
#> 2 2419 ASFA thesaurus Sandbank… 51.5 2.58 NA NA
#> 3 2420 ASFA thesaurus Sandbank… 51.5 2.88 NA NA
#> 4 2421 ASFA thesaurus Sandbank… 51.3 2.64 NA NA
#> 5 14 (2001). The Time… Nation 50.5 4.48 49.5 2.55
#> 6 2350 (1953). Limits o… IHO Sea … 56.4 2.74 51.0 -4.45
#> 7 4675 <NA> Sandbank… 51.3 2.98 NA NA
#> 8 2550 ASFA thesaurus Coast 51.2 2.91 51.1 2.54
#> 9 17401 Aphia Wreck 51.4 2.32 NA NA
#> 10 17409 Aphia Wreck 51.1 2.33 NA NA
#> # ℹ 27 more rows
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>The relations must be one of
c("partof", "partlypartof", "adjacentto", "similarto", "administrativepartof", "influencedby")
or "all" to get all related records (default). You can also
decide if you want records that are upper or lower on the hierarchy of
the records, or both (default)
For instance, the Belgian Exclusive Economic Zone with
?MRGID 3293 is part of the North Sea
and part of Belgium.
gaz_relations(3293, direction = "upper", type = "partof")
#> # A tibble: 2 × 14
#> MRGID gazetteerSource placeType latitude longitude minLatitude minLongitude
#> <int> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 14 (2001). The Times… Nation 50.5 4.48 49.5 2.55
#> 2 2350 (1953). Limits of… IHO Sea … 56.4 2.74 51.0 -4.45
#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>,
#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,
#> # status <chr>, accepted <int>There is a set of functions in mregions2 named as
gaz_rest that read the Marine Regions Gazetteer REST
API via HTTP requests. These
are closer to the definition of the web services. All the gazetteer
functions shown above, such as gaz_search() or
gaz_relations(), make use of this set of functions.
| Main function | REST function | REST web service |
|---|---|---|
gaz_search() |
gaz_rest_records_by_name() |
getGazetteerRecordsByName |
gaz_search() |
gaz_rest_records_by_names() |
getGazetteerRecordsByNames |
gaz_search() |
gaz_rest_record_by_mrgid() |
getGazetteerRecordByMRGID |
gaz_search() |
gaz_rest_records_by_lat_long() |
getGazetteerRecordsByLatLong |
gaz_search_by_type() |
gaz_rest_records_by_type() |
getGazetteerRecordsByType |
gaz_search_by_source() |
gaz_rest_records_by_source() |
getGazetteerRecordsBySource |
gaz_search_by_source() |
gaz_rest_source_by_sourceid() |
getGazetteerSourceBySourceID |
gaz_relations() |
gaz_rest_relations_by_mrgid() |
getGazetteerRelationsByMRGID |
gaz_types() |
gaz_rest_types() |
getGazetteerTypes |
gaz_sources() |
gaz_rest_sources() |
getGazetteerSources |
gaz_geometry() |
gaz_rest_geometries() |
getGazetteerGeometries |
| NA | gaz_rest_names_by_mrgid() |
getGazetteerNamesByMRGID |
| NA | gaz_rest_wmses() |
getGazetteerWMSes |
| NA | NA | getFeed |
You can get a gazetteer item or their geometries as Linked Open
Data, in the form of an object of class
rdflib::rdf:
gaz_search(3293, rdf = TRUE)
#> Total of 99 triples, stored in hashes
#> -------------------------------
#> @base <localhost://> .
#> @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
#>
#> <http://marineregions.org/mrgid/14>
#> a <http://marineregions.org/ns/ontology#MRGeoObject>, <http://marineregions.org/ns/placetypes#Nation> ;
#> <http://www.w3.org/2004/02/skos/core#prefLabel> "Belgium"@en .
#>
#> <http://marineregions.org/mrgid/17401>
#> a <http://marineregions.org/ns/ontology#MRGeoObject>, <http://marineregions.org/ns/placetypes#Wreck> ;
#> <http://www.w3.org/2004/02/skos/core#prefLabel> "Birkenfels"@en .
#>
#> ... with 89 more triples
gaz_geometry(3293, format = "rdf")
#> Total of 4 triples, stored in hashes
#> -------------------------------
#> @base <localhost://> .
#> @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
#>
#> <http://marineregions.org/mrgid/3293>
#> <http://marineregions.org/ns/ontology#hasGeometry> <http://marineregions.org/mrgid/3293/geometries?source=79&attributeValue=3293> .
#>
#> <http://marineregions.org/mrgid/3293/geometries?source=79&attributeValue=3293>
#> <http://www.opengis.net/ont/geosparql#asWKT> "<http://www.opengis.net/def/crs/OGC/1.3/CRS84> MULTIPOLYGON (((4.24204865 51.35396728, 4.23073486 51.35824973, 4.22674608 51.3597591, 4.22206664 51.36451072, 4.21992833 51.36832287, 4.21826057 51.3722099, 4.21757767 51.37388563, 4.23069032 51.37435976, 4.24281066 51.37479669, 4.24280834 51.37379777, 4.24286056 51.37125123, 4.24316621 51.37117624, 4.24347174 51.37103796, 4.24370706 51.37068141, 4.24389255 51.37008905, 4.24410796 51.36954224, 4.24431884 51.36908472, 4.24455225 51.36867034, 4.24476385 51.36816514, 4.244982 51.36747491, 4.24517226 51.36665845, 4.24540901 51.36617172, 4.24569237 51.36597717, 4.24592257 51.36578608, 4.2461102 51.36545002, 4.24635875 51.36502087, 4.24667907 51.36452293, 4.24708426 51.3640573, 4.24739075 51.36374235, 4.24766016 51.36358285, 4.24793911 51.36349225, 4.24815035 51.36336243, 4.24830627 51.36318815, 4.24852848 51.36304903, 4.24884415 51.36296606, 4.24951494 51.36254585, 4.24964416 51.36235881, 4.24986637 51.36222887, 4.25015581 51.36212027, 4.25039911 51.36190856, 4.25059891 51.36154664, 4.2508322 51.36113214, 4.25104964 51.36071563, 4.25122023 51.36036766, 4.25120437 51.36005867, 4.25105608 51.35971463, 4.25103486 51.35929966, 4.25122154 51.35886765, 4.25153267 51.35844135, 4.25197184 51.35812736, 4.25237775 51.35795462, 4.25264132 51.35774934, 4.25282514 51.35735238, 4.25306118 51.3567121, 4.25336373 51.35580945, 4.25374603 51.3549242, 4.25405955 51.35420597, 4.25446916 51.35381556, 4.25514305 51.35358524, 4.25597405 51.35329926, 4.25640941 51.35323215, 4.25703716 51.35304177, 4.25780952 51.35283232, 4.25875545 51.35251355, 4.25990212 51.35209715, 4.26115978 51.35158443, 4.26214445 51.35124135, 4.26276684 51.35104811, 4.26322973 51.35092497, 4.26375794 51.35077536, 4.2644906 51.35057676, 4.26542091 51.35031605, 4.26657116 51.35011256, 4.26806045 51.34995425, 4.26999736 51.3498317, 4.27169931 51.34968376, 4.27310896 51.34947884, 4.2739408 51.34914756, 4.27430713 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#> <http://www.w3.org/ns/prov#hadPrimarySource> <http://www.marineregions.org> .See the Marine Regions Gazetteer as RDF article for more information.
The main function to load a Marine Regions Data Product into R is
mrp_get(). To select a data product, you have to pass the
layer argument.
# See the full list of data products
mrp_list
#> # A tibble: 21 × 8
#> title namespace layer license citation doi imis abstract
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 Exclusive Economic Zon… MarineRe… eez Creati… "Flande… http… http… "Versio…
#> 2 Maritime Boundaries (v… MarineRe… eez_… Creati… "Flande… http… http… "Versio…
#> 3 Territorial Seas (12 N… MarineRe… eez_… Creati… "Flande… http… http… "Versio…
#> 4 Contiguous Zones (24 N… MarineRe… eez_… Creati… "Flande… http… http… "Versio…
#> 5 Internal Waters (v3, w… MarineRe… eez_… Creati… "Flande… http… http… "Versio…
#> 6 Archipelagic Waters (v… MarineRe… eez_… Creati… "Flande… http… http… "Versio…
#> 7 High Seas (v1, world, … MarineRe… high… Creati… "Flande… http… http… "High S…
#> 8 Extended Continental S… MarineRe… ecs Creati… "Flande… http… http… "This d…
#> 9 Extended Continental S… MarineRe… ecs_… Creati… "Flande… http… http… "This d…
#> 10 IHO Sea Areas (v3) MarineRe… iho Creati… "Flande… http… http… "World …
#> # ℹ 11 more rows
# Get the Extended Continental Shelves
mrp_get("ecs")
#> Simple feature collection with 134 features and 63 fields
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: -180 ymin: -64.03206 xmax: 180 ymax: 90
#> Geodetic CRS: WGS 84
#> # A tibble: 134 × 64
#> geoname pol_type territory1 mrgid_ter1 iso_ter1 un_ter1 sovereign1 mrgid_sov1
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <int>
#> 1 Overla… ECS Ove… New Zeala… 2227 NZL 554 New Zeala… 2227
#> 2 Overla… ECS Ove… Ireland 2114 IRL 372 Ireland 2114
#> 3 Guyane… ECS CLC… Guyana 2124 GUY 328 Guyana 2124
#> 4 Maurit… ECS CLC… Republic … 8614 MUS 480 Republic … 8614
#> 5 Danish… ECS CLC… Faeroe 3297 FRO 234 Denmark 2157
#> 6 Overla… ECS Ove… Barbados 8649 BRB 52 Barbados 8649
#> 7 Brazil… ECS CLC… Brazil 2143 BRA 76 Brazil 2143
#> 8 Overla… ECS Ove… New Zeala… 2227 NZL 554 New Zeala… 2227
#> 9 Japane… ECS CLC… Japan 2121 JPN 392 Japan 2121
#> 10 Overla… ECS Ove… Japan 2121 JPN 392 Japan 2121
#> # ℹ 124 more rows
#> # ℹ 56 more variables: iso_sov1 <chr>, un_sov1 <chr>, territory2 <chr>,
#> # mrgid_ter2 <chr>, iso_ter2 <chr>, un_ter2 <chr>, sovereign2 <chr>,
#> # mrgid_sov2 <int>, iso_sov2 <chr>, un_sov2 <chr>, territory3 <chr>,
#> # mrgid_ter3 <chr>, iso_ter3 <chr>, un_ter3 <chr>, sovereign3 <chr>,
#> # mrgid_sov3 <int>, iso_sov3 <chr>, un_sov3 <chr>, territory4 <chr>,
#> # mrgid_ter4 <chr>, iso_ter4 <chr>, un_ter4 <chr>, sovereign4 <chr>, …However, this is an expensive request that may take some time to complete. mregions2 aims to tackle this with three different strategies:
Instead of downloading the full product directly, it is a better
approach to first have a quick look. mrp_view() renders an
interactive visualization:
mrp_view("ecs")It returns a leaflet::leaflet interactive map with the
data product requested added via Web Map Services
(WMS).
Note leaflet::leaflet and
leaflet.extras2::leaflet.extras2 are required by
mrp_view() but listed only as “Suggests”. Install these
packages to use mrp_view().
If you request again a layer that you requested before, you will see a message:
# One more time! Get the Extended Continental Shelves
ecs <- mrp_get("ecs")
#> Cache is fresh. Reading: '/tmp/RtmpfdLvPI/ecs-127feb7d/ecs.shp'
#> (Last Modified: 2024-08-29 13:43:15.216636)mrp_get() performs a WFS request to get the layer as a
zipped Shapefile and writes the response to disk. This saves both
bandwith and memory. After downloading, the file is unzipped and read
with sf::st_read().
By default, the caching directory is a temporal directory
base::tempdir(). To override this behaviour, you can pass a
directory to the path argument:
ecs <- mrp_get("ecs", path = "path/to/data")Or you can set a default directory with
options("mregions2.download_path"):
options("mregions2.download_path" = "path/to/data")
ecs <- mrp_get("ecs")The cache is considered fresh during one month. After that, the requests will be performed again. The Marine Regions products are typically updated every 2 years, so it is unlikely you will be looking at an old product. In case of doubt you can just delete the layers downloaded in the cache path.
In some cases, you may be interested in retrieving only a certain
amount of records or filtering out some features. You
could download the product with mrp_get() and then apply a
filter with R base or with the Tidyverse
(tidyverse::tidyverse). But getting the full
product is slow:
ecs <- mrp_get("ecs") %>% filter(sovereign1 == "Portugal")Instead, you can write a filter that is applied on the server side:
ecs <- mrp_get("ecs", cql_filter = "sovereign1 = 'Portugal'")This filter is written in Contextual Query Language (CQL). This is a relatively simple syntax close to SQL.
Writing these filters can be challenging without knowing in advance the names of the columns in a data product, or the unique values that these columns have. If you have to retrieve the full product to get to know the columns and their values then, well, the filter misses a bit its point.
mregions2 has two helpers that help on this mission:
mrp_colnames() gets a data frame with the columns
and data type of a data product. mrp_col_unique()
(or mrp_col_distinct(), they are synonyms) returns the
unique values of a column in a data product.
# Columns of the Extended Continental Shelves data product
mrp_colnames("ecs")
#> # A tibble: 63 × 3
#> layer colname type
#> * <chr> <chr> <chr>
#> 1 ecs geoname string
#> 2 ecs pol_type string
#> 3 ecs territory1 string
#> 4 ecs mrgid_ter1 string
#> 5 ecs iso_ter1 string
#> 6 ecs un_ter1 string
#> 7 ecs sovereign1 string
#> 8 ecs mrgid_sov1 int
#> 9 ecs iso_sov1 string
#> 10 ecs un_sov1 string
#> # ℹ 53 more rows
# Unique values of the column pol_type
mrp_col_unique("ecs", "pol_type")
#> [1] "ECS CLCS Recommendation" "ECS CLCS Submission"
#> [3] "ECS DOALOS Deposit" "ECS Joint CLCS Recommendation"
#> [5] "ECS Joint CLCS Submission" "ECS Joint DOALOS Deposit"
#> [7] "ECS Overlapping claim"
# Get all the Overlapping claims
mrp_get("ecs", cql_filter = "pol_type = 'ECS Overlapping claim'")
#> Simple feature collection with 55 features and 63 fields
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: -180 ymin: -57.0112 xmax: 180 ymax: 90
#> Geodetic CRS: WGS 84
#> # A tibble: 55 × 64
#> geoname pol_type territory1 mrgid_ter1 iso_ter1 un_ter1 sovereign1 mrgid_sov1
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <int>
#> 1 Overla… ECS Ove… New Zeala… 2227 NZL 554 New Zeala… 2227
#> 2 Overla… ECS Ove… Ireland 2114 IRL 372 Ireland 2114
#> 3 Overla… ECS Ove… Barbados 8649 BRB 52 Barbados 8649
#> 4 Overla… ECS Ove… New Zeala… 2227 NZL 554 New Zeala… 2227
#> 5 Overla… ECS Ove… Japan 2121 JPN 392 Japan 2121
#> 6 Overla… ECS Ove… Fiji 2108 FJI 242 Fiji 2108
#> 7 Overla… ECS Ove… Barbados 8649 BRB 52 Barbados 8649
#> 8 Overla… ECS Ove… Mozambique 2220 MOZ 508 Mozambique 2220
#> 9 Overla… ECS Ove… Fiji 2108 FJI 242 Fiji 2108
#> 10 Overla… ECS Ove… Madagascar 7963 MDG 450 Madagascar 7963
#> # ℹ 45 more rows
#> # ℹ 56 more variables: iso_sov1 <chr>, un_sov1 <chr>, territory2 <chr>,
#> # mrgid_ter2 <chr>, iso_ter2 <chr>, un_ter2 <chr>, sovereign2 <chr>,
#> # mrgid_sov2 <int>, iso_sov2 <chr>, un_sov2 <chr>, territory3 <chr>,
#> # mrgid_ter3 <chr>, iso_ter3 <chr>, un_ter3 <chr>, sovereign3 <chr>,
#> # mrgid_sov3 <int>, iso_sov3 <chr>, un_sov3 <chr>, territory4 <chr>,
#> # mrgid_ter4 <chr>, iso_ter4 <chr>, un_ter4 <chr>, sovereign4 <chr>, …An exhaustive ontology defining the attributes of each data product
is available in the data frame mrp_ontology included in
this package, or read the article
online for further reasoning.
mrp_ontology
#> # A tibble: 374 × 4
#> layer colname type definition
#> <chr> <chr> <chr> <chr>
#> 1 eez mrgid int Marine Regions Geographic Identifier of the feature.…
#> 2 eez geoname string Name of the feature.
#> 3 eez mrgid_ter1 int Marine Regions Geographic Identifier of the territor…
#> 4 eez pol_type string Basis of creation or legal status of feature. One of…
#> 5 eez mrgid_sov1 int Marine Regions Geographic Identifier of the sovereig…
#> 6 eez territory1 string Specific land area which directly relates to the fea…
#> 7 eez iso_ter1 string ISO 3 code of the territory feature.
#> 8 eez sovereign1 string State that claims jurisdiction over the territory.
#> 9 eez mrgid_ter2 int Marine Regions Geographic Identifier of the territor…
#> 10 eez mrgid_sov2 int Marine Regions Geographic Identifier of the sovereig…
#> # ℹ 364 more rowsThere are many types of filter allowed via standard OGC or CQL
filters. mrp_get() and mrp_view() use OGC WFS and WMS
respectively. You can pass filter to both of them using the same syntax.
You can also limit the number of features requested with the
count parameter.
# Get only one feature
mrp_get("ecs", count = 1)
#> Simple feature collection with 1 feature and 63 fields
#> Geometry type: POLYGON
#> Dimension: XY
#> Bounding box: xmin: 177.0364 ymin: -28.0213 xmax: 177.5697 ymax: -26.12738
#> Geodetic CRS: WGS 84
#> # A tibble: 1 × 64
#> geoname pol_type territory1 mrgid_ter1 iso_ter1 un_ter1 sovereign1 mrgid_sov1
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <int>
#> 1 Overlap… ECS Ove… New Zeala… 2227 NZL 554 New Zeala… 2227
#> # ℹ 56 more variables: iso_sov1 <chr>, un_sov1 <chr>, territory2 <chr>,
#> # mrgid_ter2 <chr>, iso_ter2 <chr>, un_ter2 <chr>, sovereign2 <chr>,
#> # mrgid_sov2 <int>, iso_sov2 <chr>, un_sov2 <chr>, territory3 <chr>,
#> # mrgid_ter3 <chr>, iso_ter3 <chr>, un_ter3 <chr>, sovereign3 <chr>,
#> # mrgid_sov3 <int>, iso_sov3 <chr>, un_sov3 <chr>, territory4 <chr>,
#> # mrgid_ter4 <chr>, iso_ter4 <chr>, un_ter4 <chr>, sovereign4 <chr>,
#> # mrgid_sov4 <int>, iso_sov4 <chr>, un_sov4 <chr>, territory5 <chr>, …mrp_view() uses leaflet.extras2::addWMS(),
which enables
passing the filters together with the base URL in the argument
baseURL.
# View all Joint submissions, recommendations of deposit to DOALOS with an area larger than 1M square kilometers
verbose <- "
pol_type IN (
'ECS Joint CLCS Recommendation',
'ECS Joint CLCS Submission',
'ECS Joint DOALOS Deposit'
)
AND area_km2 > 1000000
"
mrp_view("ecs", cql_filter = verbose)You can also apply a standard OGC filter specification. These are however more verbose:
# View the Extended Continental Shelf of Portugal
verbose <- "
<Filter>
<PropertyIsEqualTo>
<PropertyName>sovereign1</PropertyName>
<Literal>Portugal</Literal>
</PropertyIsEqualTo>
</Filter>
"
mrp_view("ecs", filter = verbose)Note that all the data products of Marine Regions are served via the VLIZ geoserver. Geoserver implements a more powerful extension of CQL called ECQL (Extended CQL). which allows expressing the full range of filters that OGC Filter 1.1 can encode. ECQL is accepted in many places in GeoServer.
Whenever the documentation refers to CQL, ECQL syntax can be used as well.
I recommend the
vignette("ecql_filtering", package = "emodnet.wfs") of the
emodnet.wfs
R package to know more. The principles explained there are useful also
for mregions2.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.