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Beach clean survey data

Column Headings

Table 1: A list of all columns included in the raw data and a description of each.

Column Description
beach Local survey location
date Date the survey took place
team Volunteers present
start time Volunteers began searching the transect
end time Volunteers finished searching the transect
latitude GPS at one point on the transect
longitude GPS at one point on the transect
sea_region Body of water in which the beach lies on
location Region in which the beach is located
land Differentiation between mainland and island
beach_dir Direction in which the beach faces
beach_orientation Distinction whether the beaches face the prevailing wind direction or not (windward / leeward) – in this case SW is windward and NE is leeward
survey_count Number of beach clean surveys at each beach
substrate Substrate categorisation observed at time of survey (sandy, pebble sml, pebble lrg, coarse sand)
sea_strength Strength of the waves observed (calm, medium, strong)
tide Tide phase (low, high)
wind_dir Wind direction at time of survey (onshore, offshore)
wind_strength Strength (weak, medium, strong)
rain Was it raining?
rain_strength Rain strength at time of survey (weak, medium, heavy)
season Time of year the survey was conducted
survey_length (m) The length of the horizontal transect (m)
comments Any observations at the time of the survey
picture Pictures taken of the beach
accessibility How easy to access the beach by car (easy < 10 min walk, medium > 10 min walk, difficult – not accessible by car > 30 min walk)
bags How many bags were removed at the time of the beach clean
clean bag The date the bag was washed and dried
count bag The date the bag was counted
weigh bag The date the bag was weighed
01_plastic_itemName Count of plastic items removed (categories labelled 01 are land sourced)
02_plastic_itemName Count of plastic items removed (categories labelled 02 are marine sourced)
03_plastic_itemName Count of plastic items removed (categories labelled 03 are of an unknown source)
count: itemName Count of non-plastic items removed
04_plastic_itemName Weight (g) of plastic items removed (categories labelled 04 are land sourced)
05_plastic_itemName Weight (g) of plastic items removed (categories labelled 05 are marine sourced)
06_plastic_itemName Weight (g) of plastic items removed (categories labelled 06 are of an unknown source)
weight: itemName Weight (g) of non-plastic items removed
nonremovable_itemName Items that were recorded during the survey but not removed either due to logistical reasons, burial or trapped in the sediments or rocks
comments Comments that are specific to non-removed items

Table 2: A description of the variables generated from the raw data and included within the database. Each variable is calculated for per individual beach clean survey (n count = 49, n weight = 43).

Variable Description
total_count total no. of all items removed from the beach
total_plasticCount total no. of plastic items removed from the beach (i.e., labelled plastic, medical or sanitary in the database)
total_count/100 total no. of all items standardised to 100 m survey transect
total_plasticCount/100 total no. of plastic items standardised to 100 m survey transect
land_plasticCount total no. of plastic land-based items removed from the beach
marine_plasticCount total no. of plastic marine-based items removed from the beach
unk_plasticCount total no. of plastic items from an unknown source removed from the beach
land_plasticCount/100 total no. of plastic land-based items standardised to 100 m survey transect
marine_plasticCount/100 total no. of plastic marine-based items standardised to 100 m survey transect
unk_plasticCount/100 total no. of plastic items from an unknown source standardised to 100 m survey transect
total_weight(g) total weight of all items removed from the beach
total_plasticWeight(g) total weight of plastic items removed from the beach (i.e., labelled plastic, medical or sanitary in the database)
total_ weight(g)/100 total weight of all items standardised to 100 m survey transect
total_ plasticWeight(g)/100 total weight of plastic items standardised to 100 m survey transect
land_ plasticWeight(g) total weight of plastic land-based items removed from the beach
marine_ plasticWeight(g) total weight of plastic marine-based items removed from the beach
unk_ plasticWeight(g) total weight of plastic items from an unknown source removed from the beach
land_ plasticWeight(g)/100 total weight of plastic land-based items standardised to 100 m survey transect
marine_ plasticWeight(g)/100 total weight of plastic marine-based items standardised to 100 m survey transect
unk_ plasticWeight(g)/100 total weight of plastic items from an unknown source standardised to 100 m survey transect

Table 3: A list of all plastic items recorded in the database (n = 77), including each variable name in the dataset, and a description that was used to identify each. This list follows the methodology of OSPAR, and each OSPAR ID is presented. The division of source, and sub-source (defined by Marine Conservation Society) is also provided.

Source Type Sub-Source Variable Item OSPAR ID
Land Public 01_plastic_yokes 4/6 pack yokes 1
Land Public 01_plastic_pooBag Dog faeces bags 121
Land Public 01_plastic_bags Bags (shopping) 2
Land Public 01_plastic_bagsSmall Bags (freezer) 3
Land Public 01_plastic_bottlesDrinks Bottles / containers: drinks 4
Land Public 01_plastic_bottlesToiletries Bottles / containers: toiletries 7
Land Public 01_plastic_bottlesLid Caps / lids 15
Land Public 01_plastic_lighters Cigarette lighters / tobacco pouches 16
Land Public 01_plastic_cigaretteButt Cigarette stubs 64
Land Public 01_plastic_combsBrushSunglasses Combs / hairbrush / sunglasses 18
Land Public 01_polystyrene_cups Cups (ply) 21
Land Public 01_plastic_cups Cups (plastic) 21
Land Public 01_plastic_cutleryStrawsTrays Cutlery / tray / straw 22
Land Public 01_polystyrene_foodContainer Food container (ply) 6
Land Public 01_plastic_foodContainer Food container (plastic) 6
Land Public 01_plastic_packagingDomestic Packets (crisps / lolly / sweets) 19
Land Public 01_plastic_pens Pens / pen lids 17
Land Public 01_plastic_shoes Shoes / sandals 44
Land Public 01_plastic_shotgun Shotgun cartridge 43
Land Public 01_plastic_toys Toys / party poppers / fireworks / dummies 20
Land Public 01_plastic_carParts Car parts 14
Land Sewage 01_sanitary_condoms Condoms 97
Land Sewage 01_plastic_cottonBud Cotton bud (plastic) 98
Land Sewage 01_sanitary_tampons Tampon applicators 100
Land Sewage 01_sanitary_towels Towels / panty liners 99
Land Sewage 01_sanitary_wetWipe Wet wipes NA
Land Sewage 01_sanitary_toiletFreshener Toilet freshener 101
Land Sewage 01_sanitary_other Other sanitary 102
Land Medical 01_medical_containers Medical container / tubes 103
Land Medical 01_medical_facemask Single-use face mask NA
Land Medical 01_medical_gloves Single-use gloves NA
Land Medical 01_medical_syringe Syringe / needles 104
Land Medical 01_medical_other Other medical 105
Marine Fishing 02_polystyrene_fishbox Fish box (ply) 34
Marine Fishing 02_plastic_fishbox Fish box (plastic) 34
Marine Fishing 02_plastic_fishline Fishing line 35
Marine Fishing 02_plastic_fishingnetSml Fishing net (0-50 cm) 115
Marine Fishing 02_plastic_fishingnetLrg Fishing net (>50 cm) 116
Marine Fishing 02_plastic_buoys Floats / buoys 37
Marine Fishing 02_plastic_glovesIndustrial Gloves (industrial) 113
Marine Fishing 02_plastic_lobsterFishTag Lobster / fish tags 114
Marine Fishing 02_plastic_lobsterCrabPot Lobster / crab pot & tops & hooks 26
Marine Fishing 02_plastic_octopusPot Octopus pots 27
Marine Fishing 02_plastic_jerryCan Jerry can 10
Marine Fishing 02_plastic_oysterNet Oyster nets / mussel bags 28
Marine Fishing 02_plastic_oysterTray Oyster trays 29
Marine Fishing 02_plastic_tahitians Sheeting from mussel culture 30
Marine Fishing 02_plastic_RopeStringCordSml String / cord / rope (thickness 0 – 1 cm) 32
Marine Fishing 02_plastic_RopeStringCordLrg String / cord / rope (thickness >1 cm) 31
Marine Fishing 02_plastic_stringDollyRope Dolly rope NA
Marine Fishing 02_plastic_tangledDollyRope Tangled dolly rope NA
Marine Fishing 02_plastic_tangledRope Tangled nets / cord / rope / string / dolly rope 33
Marine Shipping 02_plastic_bagsMesh Bags (mesh) 24
Marine Shipping 02_plastic_bottlesCleaner Bottles / containers: cleaner 5
Marine Shipping 02_plastic_crates Crates 13
Marine Shipping 02_plastic_hardHat Hard hat 42
Marine Shipping 02_plastic_gunCartridge Injection gun cartridge 11
Marine Shipping 02_plastic_oilSml Oil containers / drums (0-50 cm) 8
Marine Shipping 02_plastic_oilLrg Oil containers / drums (>50 cm) 9
Marine Shipping 02_plastic_packagingIndustrial Packaging / plastic sheeting 40
Marine Shipping 02_plastic_strappingBand Strapping bands 39
Unknown Non-Sourced 03_plastic_bagEnds Bag ends 112
Unknown Non-Sourced 03_plastic_bottlesOther Bottles / containers: drums 12
Unknown Non-Sourced 03_plastic_buckets Buckets 38
Unknown Non-Sourced 03_plastic_foamSpongeInsulation Foam / sponge / insulation 45
Unknown Non-Sourced 03_plastic_glovesDomestic Gloves (domestic) 25
Unknown Non-Sourced 03_plastic_glowStick Light / glow sticks 36
Unknown Non-Sourced 03_plastic_fertiliser Fertiliser 23
Unknown Non-Sourced 03_plastic_fibreglass Fibreglass 41
Unknown Non-Sourced 03_plastic_nurdles Nurdles NA
Unknown Non-Sourced 03_plastic_other Other general 48
Unknown Non-Sourced Fragments 03_polystyrene_fragmentSml Fragments (ply 0-2.5 cm) 117
Unknown Non-Sourced 03_polystyrene_fragmentMed Fragments (ply 2.5 – 50 cm) 46
Unknown Non-Sourced 03_polystyrene_fragmentLrg Fragments (ply >50 cm) 47
Unknown Non-Sourced 03_plastic_fragmentSml Fragments (plastic 0 – 2.5 cm) 117
Unknown Non-Sourced 03_plastic_fragmentMed Fragments (plastic 2.5 – 50 cm) 46
Unknown Non-Sourced 03_plastic_fragmentLrg Fragments (plastic >50 cm) 47
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Additional Information

FieldValue
mimetypetext/csv
filesize64.86 KB
resource typefile upload
timestampAug 16, 2023