mregions2 offers a streamlined interface to access datafrom Marine Regions in R forresearchers, marine scientists, and geospatial analysts seeking marinegeographical information. MarineRegions is part of the LifeWatchproject. Its activities focus on two main outputs:
mregions2 allows to retrieve marine geospatial information from theMarine Regions Gazetteer and the Marine Regions Data Products in R.
The Marine Regions Gazetteer is a standard list ofmarine georeferenced place names.
The entries in the Marine Regions Gazetteer are identified with anunique and persistent identifier, named the ?MRGID (MarineRegions Gazetteer Unique Identifier)
In addition to the Marine Regions Gazetteer, the Marine Regions Teamcreates and hosts geographical Data Products, being the most popular onethe Marine Regions MaritimeBoundaries.
The mregions2 package aims to difference these two domains as clearlyas possible, starting with the naming of its functions:
This naming is not trivial, as mregions2 uses different methods toaccess the Marine Regions Gazetteer than the Marine Regions DataProducts: A RESTfulAPI for the Marine Regions Gazetteer, and OGC WebServices to get the Marine Regions Data Products. These are hostedat the Flanders Marine Institute (VLIZ)geoserver:
This package is developed for scientific, educational and researchpurposes. It is not meant to be used for legal, economical (in the senseof exploration of natural resources) or navigational purposes. See theMarine Regionsdisclaimer.
Marine Regions Gazetteer
library(mregions2)# To use the pipe operator `%>%`library(magrittr) # For illustrative purposeslibrary(sf) library(dplyr) Search by free text
You can look up for marine places the Marine Regions Gazetteer with afree 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>Search by MRGID
Pass a ?MRGID to gaz_search() to get onlythat record. E.g. in the previous example, the Belgian ExclusiveEconomic 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>Search by longitude and latitude
Reversegeocoding is possible with mregions2: pass geographicalcoordinates in the WGS84 projection will return all records thatintersect with the point.
e.g.the coordinates longitude2.927 - latitude 51.21551 lay on the city of Ostend at the Belgiancoast
gaz_search(x = 2.927, y = 51.21551)#> # A tibble: 54 × 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 44 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 fromsf::st_point() is also allowed:
gaz_search(pt)#> # A tibble: 54 × 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 44 more rows#> # ℹ 7 more variables: maxLatitude <dbl>, maxLongitude <dbl>,#> # preferredGazetteerName <chr>, preferredGazetteerNameLang <chr>,#> # status <chr>, accepted <int>, precision <dbl>Search by place type
The records of the Marine Regions Gazetteer have placetypes assigned, either physical such as seamounts or banks, or administrative like Territorial Seaor Exclusive Economic Zone.
You can find the full list, descriptions and its identifier in thedatabase with gaz_types():
gaz_types()#> # A tibble: 330 × 3#> typeID type description #> <int> <chr> <chr> #> 1 1 Town The lowest administrative unit in Belgium a…#> 2 2 Arrondissem*nt 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 320 more rowsYou can restrict your search to a certain type ID in the argumenttypeid
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 withgaz_search_by_type()
# With textgaz_search_by_type("Town")#> # A tibble: 933 × 14#> MRGID placeType latitude longitude preferredGazetteerName#> <int> <chr> <dbl> <dbl> <chr> #> 1 29 Town 51.1 3.23 Oostkamp #> 2 30 Town 51.1 3.34 Beernem #> 3 31 Town 51.3 3.14 Blankenberge #> 4 32 Town 51.3 3.32 Damme #> 5 33 Town 51.1 3.10 Torhout #> 6 34 Town 51.2 3.10 Jabbeke #> 7 35 Town 51.1 3.14 Zedelgem #> 8 36 Town 51.3 3.13 Zuienkerke #> 9 37 Town 51.3 3.31 Knokke-Heist #> 10 38 Town 51.3 3.22 Brugge #> # ℹ 923 more rows#> # ℹ 9 more variables: preferredGazetteerNameLang <chr>, status <chr>,#> # accepted <int>, gazetteerSource <chr>, minLatitude <dbl>,#> # minLongitude <dbl>, maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl># With the place type IDgaz_search_by_type(1)#> # A tibble: 933 × 14#> MRGID placeType latitude longitude preferredGazetteerName#> <int> <chr> <dbl> <dbl> <chr> #> 1 29 Town 51.1 3.23 Oostkamp #> 2 30 Town 51.1 3.34 Beernem #> 3 31 Town 51.3 3.14 Blankenberge #> 4 32 Town 51.3 3.32 Damme #> 5 33 Town 51.1 3.10 Torhout #> 6 34 Town 51.2 3.10 Jabbeke #> 7 35 Town 51.1 3.14 Zedelgem #> 8 36 Town 51.3 3.13 Zuienkerke #> 9 37 Town 51.3 3.31 Knokke-Heist #> 10 38 Town 51.3 3.22 Brugge #> # ℹ 923 more rows#> # ℹ 9 more variables: preferredGazetteerNameLang <chr>, status <chr>,#> # accepted <int>, gazetteerSource <chr>, minLatitude <dbl>,#> # minLongitude <dbl>, maxLatitude <dbl>, maxLongitude <dbl>, precision <dbl>Search by source document
The entries in the Marine Regions Gazetteer are always based on asource. This is either a document, a web site or anysort of authority.
The list of sources is available with gaz_sources()
# List sourcesgaz_sources()#> # A tibble: 440 × 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 430 more rowsSearch by source is possible with the functiongaz_search_by_source(), either with the source as text orpassing a sourceID
# With textgaz_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 IDgaz_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>Search geometries: Geocoding
Geocoding marine places is possible with mregions2. As a bareminimum, the entries of the Marine Regions Gazetteer should always havea the centroid of the feature, in the fieldslatitude and longitude. The boundingbox of the feature may also be available via the fieldsminLatitude, maxLatitude,minLongitude and maxLongitude.
Moreover, many of the entries of the Marine Regions Gazetteer haveactual geometries associated. These are typicallyPolygons or Linestrings. To avoid overloading the server, the geometriesare not returned by default with gaz_search(). Adding thegeometries is possible with gaz_geometry(): passing theresult of gaz_search() will turn the data frame into asf::sf object with geometry in the fieldthe_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 adata frame including the class mr_df, unique of themregions2 R package. The geometry function has a S3 method defined forthis class: gaz_geometry.mr_df().
You can also use the argument with_geometry asgaz_search(3293, with_geometry = TRUE) to load the geometrydirectly.
In addition, fetching only the geometries is possible using an?MRGID on gaz_geometry()
# By MRGIDgaz_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 objectof class sf::sfc. But other formats are possible:
As Well-KnownText (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, 4.282087 51.34437, 4.282227 51.34437, 4.282906 51.34433, 4.285427 51.34409, 4.285308 51.34357, 4.282227 51.34393, 4.282055 51.34393, 4.281014 51.34398, 4.280293 51.34381, 4.278987 51.34379, 4.27806 51.3437, 4.277026 51.34381, 4.276235 51.34393, 4.275692 51.34408, 4.275156 51.34426, 4.274407 51.34442, 4.273355 51.34454, 4.272077 51.34447, 4.27126 51.34414, 4.27117 51.34364, 4.271568 51.34313, 4.272042 51.34274, 4.272534 51.34247, 4.272942 51.3423, 4.273201 51.34208, 4.273394 51.34174, 4.273643 51.34138, 4.273745 51.33973, 4.274029 51.33934, 4.274253 51.33893, 4.274469 51.33859, 4.274661 51.33835, 4.274914 51.33821, 4.27522 51.3381, 4.275425 51.33789, 4.275412 51.3376, 4.275179 51.33739, 4.274859 51.33729, 4.274704 51.33721, 4.274892 51.33709, 4.275404 51.33685, 4.276028 51.3364, 4.276451 51.3359, 4.276748 51.3355, 4.277033 51.33519, 4.277426 51.33496, 4.277815 51.33483, 4.278146 51.33465, 4.278559 51.33421, 4.279127 51.33345, 4.279525 51.33257, 4.279789 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2.67321384 51.13415062, 2.67263317 51.13398647, 2.67213964 51.13385463, 2.67160141 51.13371408, 2.67099226 51.13358271, 2.67044353 51.13343775, 2.66993976 51.13330257, 2.66938734 51.13315523, 2.66876745 51.13302004, 2.66821074 51.13288403, 2.66771758 51.13278294, 2.66722596 51.13256288, 2.66653907 51.13246202, 2.66597855 51.13232565, 2.66551375 51.13219082, 2.66508305 51.13204336, 2.66465664 51.13190854, 2.66422021 51.13176322, 2.66374731 51.13162935, 2.66319394 51.13148427, 2.66257215 51.13135028, 2.66201866 51.13120532, 2.66151476 51.13107145, 2.66096532 51.13092625, 2.66035163 51.13079226, 2.65980184 51.1306473, 2.65929866 51.13051331, 2.65874875 51.13036787, 2.65813446 51.13023365, 2.65758526 51.13008881, 2.65708518 51.12995744, 2.65654123 51.12981915, 2.65592885 51.12969315, 2.65535367 51.12953532, 2.65476275 51.12931871, 2.65407765 51.12898767, 2.65310645 51.12884617, 2.65220773 51.12848365, 2.65134907 51.12819564, 2.65060747 51.1279273, 2.65001976 51.12773561, 2.64942813 51.12756407, 2.64867365 51.12736583, 2.64779878 51.1270895, 2.64691615 51.1268146, 2.64614713 51.12653375, 2.6455729 51.1263324, 2.64512146 51.12617767, 2.64470434 51.12605464, 2.64426267 51.12590611, 2.64373541 51.12571394, 2.64307404 51.12542975, 2.64228117 51.12509537, 2.64125371 51.12465405, 2.64007235 51.12417245, 2.63881373 51.12358534, 2.63767076 51.12302935, 2.63659835 51.12248385, 2.6358397 51.12214565, 2.63533115 51.12196612, 2.63491094 51.12187874, 2.63416171 51.12146688, 2.63322115 51.12105322, 2.63220644 51.12055731, 2.63144684 51.12022316, 2.63090158 51.12001204, 2.63036263 51.11981678, 2.62972665 51.11955047, 2.62907433 51.11928487, 2.62843704 51.11901557, 2.62790906 51.11882317, 2.62741256 51.11863995, 2.62674463 51.11837924, 2.62575233 51.11795771, 2.62453675 51.11747384, 2.62318754 51.11690116, 2.62196708 51.11641455, 2.62096608 51.11598766, 2.62029791 51.11572623, 2.61984491 51.11556816, 2.61945355 51.11545706, 2.61900401 51.11530375, 2.61834574 51.1150527, 2.61736071 51.11463571, 2.61613715 51.11412382, 2.61469352 51.11342168, 2.61349726 51.11314702, 2.61257482 51.11266375, 2.61190891 51.11237586, 2.61143112 51.11220813, 2.61097705 51.11208928, 2.61040986 51.11193883, 2.60968673 51.11174536, 2.60897374 51.11149931, 2.60841107 51.11130464, 2.60786653 51.11109138, 2.60707033 51.11074984, 2.60590816 51.11022115, 2.60472107 51.10973573, 2.60370946 51.10930431, 2.60302174 51.10903597, 2.60251307 51.10884774, 2.60198581 51.10865605, 2.60138655 51.10841072, 2.60084462 51.10821426, 2.60034812 51.10803556, 2.59979892 51.10783422, 2.59915113 51.10755825, 2.59849036 51.10728645, 2.5978229 51.10700917, 2.59721363 51.10680366, 2.59696424 51.10668254, 2.59616172 51.10638106, 2.59513974 51.10595202, 2.59393215 51.10547125, 2.59259462 51.10490286, 2.59138334 51.1044203, 2.59039021 51.10399795, 2.58971727 51.10373437, 2.58921325 51.10354686, 2.58868635 51.10335493, 2.58809066 51.10310948, 2.58756065 51.10291541, 2.58707893 51.10274184, 2.58650851 51.10254252, 2.58571553 51.10224664, 2.58471966 51.10190105, 2.58364856 51.10150325, 2.58276534 51.10122836, 2.58215857 51.10104954, 2.58170664 51.10092485, 2.58129597 51.10079694, 2.58087754 51.10067546, 2.58041692 51.10051835, 2.57985616 51.10030127, 2.57916844 51.09996974, 2.57819915 51.09982836, 2.57729626 51.09946585, 2.57639778 51.09917784, 2.57553911 51.09890914, 2.57479715 51.09871733, 2.57421005 51.09854615, 2.57362211 51.09835041, 2.57287538 51.09807897, 2.57200444 51.09780657, 2.57109106 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 MarineRegions Gazetteer as RDF article.
Search by relations
The Marine Regions Gazetteer is organizedhierarchically: All the records got relations with eachother. You can either pass the result of gaz_search() togaz_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… NA NA 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 MRGIDgaz_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… NA NA 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 ofc("partof", "partlypartof", "adjacentto", "similarto", "administrativepartof", "influencedby")or "all" to get all related records (default). You can alsodecide if you want records that are upper or lower on the hierarchy ofthe records, or both (default)
For instance, the Belgian Exclusive Economic Zone with?MRGID 3293 is part of the North Seaand 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>RESTful services
There is a set of functions in mregions2 named asgaz_rest that read the Marine Regions Gazetteer RESTAPI via HTTP requests. Theseare closer to the definition of the web services. All the gazetteerfunctions shown above, such as gaz_search() orgaz_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 |
Linked Open Data
You can get a gazetteer item or their geometries as Linked OpenData, in the form of an object of classrdflib::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 triplesgaz_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 51.34878492, 4.27465534 51.34853566, 4.27518356 51.34834254, 4.27567434 51.34809124, 4.27599847 51.34784865, 4.27636945 51.34769225, 4.27691984 51.34761214, 4.2774713 51.34753001, 4.27813995 51.34715617, 4.27895296 51.34700775, 4.27982485 51.34671736, 4.2804991 51.34649265, 4.28139222 51.34642828, 4.28215015 51.34636915, 4.28231776 51.34635615, 4.28515208 51.34621382, 4.28513682 51.34572017, 4.28229797 51.34590232, 4.28213406 51.34590447, 4.28046465 51.34602058, 4.27895296 51.34580612, 4.27857506 51.34544134, 4.27860951 51.34509802, 4.27946031 51.34476471, 4.27970386 51.34465575, 4.28015554 51.34445417, 4.28122044 51.34441125, 4.28208721 51.34437001, 4.28222716 51.34436846, 4.28290582 51.34433091, 4.28542697 51.34408951, 4.28530848 51.34357452, 4.28222716 51.34392774, 4.28205538 51.34393477, 4.28101432 51.34398222, 4.28029275 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2.57729626 51.09946585, 2.57639778 51.09917784, 2.57553911 51.09890914, 2.57479715 51.09871733, 2.57421005 51.09854615, 2.57362211 51.09835041, 2.57287538 51.09807897, 2.57200444 51.09780657, 2.57109106 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> .See the MarineRegions Gazetteer as RDF article for more information.
Marine Regions Data Products
The main function to load a Marine Regions Data Product into R ismrp_get(). To select a data product, you have to pass thelayer argument.
# See the full list of data productsmrp_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 Shelvesmrp_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 sometime to complete. mregions2 aims to tackle this with threedifferent strategies:
- WMS viewer
- Caching
- OGC and CQL filtering
WMS viewer
Instead of downloading the full product directly, it is a betterapproach to first have a quick look. mrp_view() renders aninteractive visualization:
mrp_view("ecs")It returns a leaflet::leaflet interactive map with thedata product requested added via Web Map Services(WMS).
Note leaflet::leaflet andleaflet.extras2::leaflet.extras2 are required bymrp_view() but listed only as “Suggests”. Install thesepackages to use mrp_view().
Caching
If you request again a layer that you requested before, you will seea message:
# One more time! Get the Extended Continental Shelvesecs <- mrp_get("ecs")#> Cache is fresh. Reading: /tmp/RtmpoFI7wO/ecs-127feb7d/ecs.shp#> (Last Modified: 2024-06-17 14:31:23.26386)mrp_get() performs a WFS request to get the layer as azipped Shapefile and writes the response to disk. This saves bothbandwith and memory. After downloading, the file is unzipped and readwith sf::st_read().
By default, the caching directory is a temporal directorybase::tempdir(). To override this behaviour, you can pass adirectory to the path argument:
ecs <- mrp_get("ecs", path = "path/to/data")Or you can set a default directory withoptions("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 Regionsproducts are typically updated every 2 years, so it is unlikely you willbe looking at an old product. In case of doubt you can just delete thelayers downloaded in the cache path.
OGC and CQL filtering
In some cases, you may be interested in retrieving only a certainamount of records or filtering out some features. Youcould download the product with mrp_get() and then apply afilter with R base or with the Tidyverse(tidyverse::tidyverse). But getting the fullproduct is slow:
ecs <- mrp_get("ecs") %>% filter(sovereign1 == "Portugal")Instead, you can write a filter that is applied onthe 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 withoutknowing in advance the names of the columns in a dataproduct, or the unique values that these columns have. If you have toretrieve the full product to get to know the columns and their valuesthen, 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 columnsand data type of a data product. mrp_col_unique()(or mrp_col_distinct(), they are synonyms) returns theunique values of a column in a data product.
# Columns of the Extended Continental Shelves data productmrp_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_typemrp_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 claimsmrp_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 productis available in the data frame mrp_ontology included inthis package, or read the articleonline 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 CQLfilters. mrp_get() and mrp_view() use OGC WFS and WMSrespectively. You can pass filter to both of them using the same syntax.You can also limit the number of features requested with thecount parameter.
# Get only one featuremrp_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 enablespassing the filters together with the base URL in the argumentbaseURL.
# View all Joint submissions, recommendations of deposit to DOALOS with an area larger than 1M square kilometersverbose <- " 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 filterspecification. These are however more verbose:
# View the Extended Continental Shelf of Portugalverbose <- " <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 theVLIZ geoserver. Geoserver implements amore powerful extension of CQL called ECQL (Extended CQL). which allowsexpressing 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 aswell.
I recommend thevignette("ecql_filtering", package = "EMODnetWFS") of theEMODnetWFSR package to know more. The principles explained there are useful alsofor mregions2.
