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Data Description (What?)
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Alternate titles
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Wild_land_areas_v4
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Dataset name: GIS_SNH_OWNER.WLA_2014
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Reference date(s)
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2014-03-31
+ - creation
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Abstract
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The data contains boundaries of Wild Land Areas in Scotland as determined by their level of naturalness, remoteness, ruggedness and lack of built modern artefacts. Boundaries should be considered as ‘fuzzy’ rather than definitive to reflect the transitional nature of wild land. It is an updateand replacementto the previously published Core Areas of Wild Land(CAWL)produced in 2013. Note that the areas have been renumbered sequentially and differ from those on the CAWL map.For more information visithttps://www.nature.scot/professional-advice/landscape-change/landscape-policy-and-guidance/landscape-policy-wild-land
The data from the relative wildness map (Phase I) was split into eight wildness classes based on Jenks Natural Breaks Optimisation method. In Phase II extensive areas of the two highest classes were selected (using a guideline of >650 ha) which with their adjacent areas of high wildness suggested the largest and most wild areas. Phase III selected and defined Wild Land Areas, with boundaries drawn applying informed judgements to confirm the selection of areas following a set of guidelines. This phase allowed for the consideration of wind farm development consented or built since the wildness mapping (Phase I) was produced. Note the coastal boundaries have been cut to follow the OS BoundaryLine MHWS line. In places such as Rum and the Garvellachs this coastline was of insufficient quality so OS VectorMap District was used instead. For more detailed information visit https://www.nature.scot/professional-advice/landscape-change/landscape-policy-and-guidance/landscape-policy-wild-land
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\ No newline at end of file
diff --git a/data/scotland_and_wales_const_scotland_2011pop.csv b/data/scotland_and_wales_const_scotland_2011pop.csv
new file mode 100644
index 0000000..51bd2ec
--- /dev/null
+++ b/data/scotland_and_wales_const_scotland_2011pop.csv
@@ -0,0 +1,74 @@
+CODE,Scottish Parliamentary Constituency Name,Postcode Population,Postcodes,Output area population,Output areas,OA Population minus PC Population,"% difference, OA Population - PC Population",Data zone Population,Data zones,DZ Population minus PC Population,"% difference, DZ Population - PC Population"
+S16000074,Aberdeen Central,"83,618","2,071","83,557",778,-61,-0.07,"83,180",100,-438,-0.5
+S16000075,Aberdeen Donside,"78,492","1,853","78,497",683,5,0.01,"78,359",105,-133,-0.2
+S16000076,Aberdeen South and North Kincardine,"74,686","1,933","74,663",637,-23,-0.03,"74,947",95,261,0.3
+S16000077,Aberdeenshire East,"77,707","2,914","77,427",624,-280,-0.36,"78,196",107,489,0.6
+S16000078,Aberdeenshire West,"73,159","2,866","73,253",575,94,0.13,"73,383",101,224,0.3
+S16000079,Airdrie and Shotts,"70,674","1,534","69,935",578,-739,-1.05,"69,863",95,-811,-1.1
+S16000080,Almond Valley,"85,232","1,603","85,165",652,-67,-0.08,"85,219",114,-13,0
+S16000081,Angus North and Mearns,"70,311","2,197","70,567",610,256,0.36,"70,990",93,679,1
+S16000082,Angus South,"72,629","2,383","72,452",619,-177,-0.24,"72,260",98,-369,-0.5
+S16000083,Argyll and Bute,"62,449","2,124","62,306",582,-143,-0.23,"62,449",88,0,0
+S16000084,Ayr,"76,922","2,015","76,846",686,-76,-0.1,"76,602",105,-320,-0.4
+S16000085,Banffshire and Buchan Coast,"75,850","2,778","76,084",644,234,0.31,"75,185",99,-665,-0.9
+S16000086,"Caithness, Sutherland and Ross","71,863","2,506","71,882",622,19,0.03,"71,296",100,-567,-0.8
+S16000087,"Carrick, Cumnock and Doon Valley","76,411","2,603","76,445",676,34,0.04,"76,689",103,278,0.4
+S16000088,Clackmannanshire and Dunblane,"68,014","1,692","67,944",548,-70,-0.1,"68,022",91,8,0
+S16000089,Clydebank and Milngavie,"71,354","1,838","71,768",642,414,0.58,"71,644",90,290,0.4
+S16000090,Clydesdale,"72,935","2,099","72,866",621,-69,-0.09,"72,519",99,-416,-0.6
+S16000091,Coatbridge and Chryston,"70,092","1,581","69,965",584,-127,-0.18,"70,750",91,658,0.9
+S16000092,Cowdenbeath,"71,270","1,559","71,249",611,-21,-0.03,"71,245",97,-25,0
+S16000093,Cumbernauld and Kilsyth,"65,183","1,177","65,405",530,222,0.34,"64,871",85,-312,-0.5
+S16000094,Cunninghame North,"71,585","2,222","71,683",648,98,0.14,"71,510",94,-75,-0.1
+S16000095,Cunninghame South,"66,561","1,685","66,463",566,-98,-0.15,"66,636",92,75,0.1
+S16000096,Dumbarton,"72,254","2,137","71,957",654,-297,-0.41,"72,533",102,279,0.4
+S16000097,Dumfriesshire,"77,148","3,042","77,160",662,12,0.02,"76,900",103,-248,-0.3
+S16000098,Dundee City East,"72,022","1,953","72,001",670,-21,-0.03,"70,664",94,"-1,358",-1.9
+S16000099,Dundee City West,"75,246","2,181","75,267",674,21,0.03,"76,604",94,"1,358",1.8
+S16000100,Dunfermline,"72,714","1,757","72,643",603,-71,-0.1,"72,643",100,-71,-0.1
+S16000101,East Kilbride,"75,256","1,601","75,201",653,-55,-0.07,"75,724",105,468,0.6
+S16000102,East Lothian,"74,756","2,224","74,719",627,-37,-0.05,"74,719",98,-37,0
+S16000103,Eastwood,"66,546","1,665","66,511",515,-35,-0.05,"66,511",89,-35,-0.1
+S16000104,Edinburgh Central,"83,731","2,208","83,867",792,136,0.16,"83,965",99,234,0.3
+S16000105,Edinburgh Eastern,"79,840","1,930","79,883",743,43,0.05,"80,497",105,657,0.8
+S16000106,Edinburgh Northern and Leith,"86,205","1,971","86,344",837,139,0.16,"85,328",107,-877,-1
+S16000107,Edinburgh Pentlands,"73,325","1,796","73,177",619,-148,-0.2,"73,108",94,-217,-0.3
+S16000108,Edinburgh Southern,"77,706","1,846","77,561",679,-145,-0.19,"76,990",96,-716,-0.9
+S16000109,Edinburgh Western,"75,819","2,094","75,794",652,-25,-0.03,"76,738",96,919,1.2
+S16000110,Na h-Eileanan an Iar,"27,684",882,"27,684",253,0,0,"27,684",36,0,0
+S16000111,"Ettrick, Roxburgh and Berwickshire","68,309","2,675","68,312",633,3,0,"68,482",87,173,0.3
+S16000112,Falkirk East,"78,413","1,959","78,458",680,45,0.06,"78,707",106,294,0.4
+S16000113,Falkirk West,"77,577","1,858","77,532",670,-45,-0.06,"77,283",108,-294,-0.4
+S16000114,Galloway and West Dumfries,"74,176","3,441","74,164",664,-12,-0.02,"74,424",98,248,0.3
+S16000115,Glasgow Anniesland,"74,843","1,811","74,628",693,-215,-0.29,"73,718",92,"-1,125",-1.5
+S16000116,Glasgow Cathcart,"74,914","1,602","74,883",697,-31,-0.04,"74,554",96,-360,-0.5
+S16000117,Glasgow Kelvin,"79,100","2,108","79,334",754,234,0.3,"82,550",94,"3,450",4.4
+S16000118,Glasgow Maryhill and Springburn,"74,709","1,658","74,753",711,44,0.06,"72,206",90,"-2,503",-3.4
+S16000119,Glasgow Pollok,"78,377","1,812","78,356",684,-21,-0.03,"78,080",101,-297,-0.4
+S16000120,Glasgow Provan,"73,150","1,736","72,896",662,-254,-0.35,"72,837",98,-313,-0.4
+S16000121,Glasgow Shettleston,"72,212","1,859","72,390",675,178,0.25,"72,690",93,478,0.7
+S16000122,Glasgow Southside,"65,953","1,586","66,005",610,52,0.08,"66,610",82,657,1
+S16000123,Greenock and Inverclyde,"76,325","1,941","76,221",689,-104,-0.14,"76,221",107,-104,-0.1
+S16000124,"Hamilton, Larkhall and Stonehouse","73,361","1,694","73,468",636,107,0.15,"73,170",99,-191,-0.3
+S16000125,Inverness and Nairn,"86,122","2,108","86,191",736,69,0.08,"86,769",115,647,0.8
+S16000126,Kilmarnock and Irvine Valley,"82,233","2,412","82,275",731,42,0.05,"82,275",108,42,0.1
+S16000127,Kirkcaldy,"78,045","1,881","78,007",718,-38,-0.05,"78,117",105,72,0.1
+S16000128,Linlithgow,"89,886","2,163","89,953",766,67,0.07,"89,899",125,13,0
+S16000129,Mid Fife and Glenrothes,"69,396","1,734","69,972",620,576,0.83,"70,038",96,642,0.9
+S16000130,Midlothian North and Musselburgh,"78,002","2,368","78,174",675,172,0.22,"78,255",107,253,0.3
+S16000131,"Midlothian South, Tweeddale and Lauderdale","75,707","2,461","75,569",642,-138,-0.18,"75,318",98,-389,-0.5
+S16000132,Moray,"78,587","2,389","78,539",668,-48,-0.06,"78,539",106,-48,-0.1
+S16000133,Motherwell and Wishaw,"73,924","1,589","74,624",645,700,0.95,"74,764",101,840,1.1
+S16000134,North East Fife,"73,773","2,428","73,327",624,-446,-0.6,"73,155",96,-618,-0.8
+S16000135,Orkney Islands,"21,349",663,"21,349",190,0,0,"21,349",29,0,0
+S16000136,Paisley,"71,350","1,710","71,384",670,34,0.05,"72,034",91,684,1
+S16000137,Perthshire North,"70,092","2,628","70,179",623,87,0.12,"70,979",89,887,1.3
+S16000138,Perthshire South and Kinrossshire,"76,560","2,323","76,473",657,-87,-0.11,"75,673",97,-887,-1.2
+S16000139,Renfrewshire North and West,"64,917","1,647","65,037",556,120,0.18,"64,446",85,-471,-0.7
+S16000140,Renfrewshire South,"67,829","1,713","67,814",594,-15,-0.02,"67,755",89,-74,-0.1
+S16000141,Rutherglen,"75,866","1,915","75,912",683,46,0.06,"76,028",106,162,0.2
+S16000142,Shetland Islands,"23,167",582,"23,167",200,0,0,"23,167",30,0,0
+S16000143,"Skye, Lochaber and Badenoch","74,147","2,394","74,059",648,-88,-0.12,"74,067",97,-80,-0.1
+S16000144,Stirling,"73,675","2,189","73,745",637,70,0.1,"73,667",102,-8,0
+S16000145,Strathkelvin and Bearsden,"77,842","2,220","77,881",643,39,0.05,"77,286",96,-556,-0.7
+S16000146,Uddingston and Bellshill,"74,266","1,913","74,181",618,-85,-0.11,"73,868",97,-398,-0.5
\ No newline at end of file
diff --git a/mapping_draft.Rmd b/mapping_draft.Rmd
index 47ea823..35d64a2 100644
--- a/mapping_draft.Rmd
+++ b/mapping_draft.Rmd
@@ -338,6 +338,7 @@ admin_lev1$ecs_count_popnorm_scaled <- admin_lev1$ecs_count_popnorm*(sum(admin_l
admin_lev1$ecs_count_pownorm_scaled <- admin_lev1$ecs_count_pownorm*(sum(admin_lev1$ecs_count)/sum(admin_lev1$ecs_count_pownorm))
# Load population statistics for normalising data by population on admin_lev2
+# TODO: source this data file in a replicable way (e.g. zenodo)
admin_lev2_pop <- read.csv("./data/scotland_and_wales_const_scotland_2011pop.csv")
admin_lev2 <- merge(x=admin_lev2, y=admin_lev2_pop, by.x = "code", by.y = "CODE")
# Convert number stored as string with a comma to an integer (using data.zone data)
@@ -928,7 +929,7 @@ We can find divergence between transition communities and eco-congregation when
# 1. Download data for SSSI:
if (file.exists("data/SSSI_SCOTLAND.shp") == FALSE) {
-# TODO: get reliable URL for data download
+# TODO: upload data to zenodo, uncomment below
# http://gateway.snh.gov.uk/natural-spaces/dataset.jsp?dsid=SSSI
# download.file("", destfile = "data/SSSI_SCOTLAND_ESRI.zip")
unzip("data/SSSI_SCOTLAND_ESRI.zip", exdir = "data")
@@ -942,7 +943,7 @@ sssi_simplified <- st_simplify(sssi)
# 2. Download wild land areas:
if (file.exists("data/WILDLAND_SCOTLAND.shp") == FALSE) {
-# TODO: get reliable URL for data download
+# TODO: upload data to zenodo, uncomment below
# https://gateway.snh.gov.uk/natural-spaces/dataset.jsp?dsid=WILDLAND
# download.file("", destfile = "data/WILDLAND_SCOTLAND_ESRI.zip")
unzip("data/WILDLAND_SCOTLAND_ESRI.zip", exdir = "data")