1 Data information

This visualization product displays smoking related items abundance per beach per year obtained during research & cleaning operations. EMODnet Chemistry included the gathering of marine litter in its 3rd phase.

Since the beginning of 2018, data of beach litter have been gathered and processed in the EMODnet Chemistry Marine Litter Database (MLDB). The harmonization of all the data has been the most challenging task considering the heterogeneity of the data sources, sampling protocols and reference lists used on a European scale. Preliminary processing were necessary to harmonize all the data : - Exclusion of OSPAR 1000 protocol, - Separation of monitoring surveys from research & cleaning operations - Exclusion of beaches with no coordinates - Normalization of survey lengths and survey numbers per year - Some categories & some litter types have been removed Abundances have been calculated on each beach and year using the following computation: Cigarette related items abundance=(total number of Cigarette related items (normalized at 100m))/(Number of surveys on the year) Percentiles 50, 75 & 95 have been calculated taking into account data from all years. Cigarette related items reference codes taken into account for this product and information on data processing and calculation are detailed in the document attached p15.

1.1 Metadata

Access metadata from landing page

1.2 Interactive map

Visualise and access data with Openlayer

2 Geographical extent

2.1 Coordinates

## [1] "West-Longitude: 6.8"
## [1] "South-Latitude: 42.1"
## [1] "East-Longitude: 12"
## [1] "North-Latitude: 44.9"

2.2 Defined area

Map tiles by Stamen Design, under CC BY 3.0. Data by OpenStreetMap, under ODbL.

3 Beach Litter - Mean number of Cigarette

3.1 Access data

The Web Feature Service (WFS) of the EMODnet Chemistry portal allows collecting the data:
https://www.ifremer.fr/services/wfs/emodnet_chemistry2?service=WFS&request=GetCapabilities&version=1.1.0

Available labels:

##  [1] "msGeometry"          "id"                  "country"            
##  [4] "country_name"        "beachcode"           "beachname"          
##  [7] "year"                "surveyyear"          "nbsurvey"           
## [10] "surveylength"        "surveytype"          "litterreferencelist"
## [13] "littergroup"         "litterabundance"


Download data for the defined geographical extent:

Excel file Geographic information
csv geojson

3.2 Map

3.3 Table

The following table displays only a maximum of 10 columns and coordinates. To access the complete data, download the csv or json file.

id country country_name beachcode beachname year surveytype litterreferencelist littergroup litterabundance lat lon geometry
48 IT Italy APU Vittoria Apuana 2015 Monitoring ITA Cigarette related items 169.4 10.145740 43.97389 c(10.14574, 43.973887)
49 IT Italy APU Vittoria Apuana 2016 Monitoring ITA Cigarette related items 230.2 10.145833 43.97388 c(10.145833, 43.973877)
50 IT Italy APU Vittoria Apuana 2017 Monitoring ITA Cigarette related items 94.9 10.145927 43.97389 c(10.145927, 43.973887)
148 IT Italy CAS Marina di Castagneto sud 2015 Monitoring ITA Cigarette related items 29.7 10.540000 43.14750 c(10.54, 43.1475)
149 IT Italy CAS Marina di Castagneto sud 2016 Monitoring ITA Cigarette related items 18.0 10.539940 43.14909 c(10.53994, 43.149088)
150 IT Italy CAS Marina di Castagneto sud 2017 Monitoring ITA Cigarette related items 17.1 10.539890 43.14870 c(10.53989, 43.148703)
156 IT Italy COG Ponente foce T.Lerone 2015 Monitoring ITA Cigarette related items 2.2 8.661574 44.39071 c(8.661574, 44.390713)
157 IT Italy COG Ponente foce T.Lerone 2016 Monitoring ITA Cigarette related items 45.0 8.661370 44.39070 c(8.66137, 44.390704)
158 IT Italy COG Ponente foce T.Lerone 2017 Monitoring ITA Cigarette related items 4.0 8.661602 44.39069 c(8.661602, 44.390694)
159 IT Italy COL Collelungo 2015 Monitoring ITA Cigarette related items 0.0 11.068500 42.63640 c(11.0685, 42.6364)
160 IT Italy COL Collelungo 2016 Monitoring ITA Cigarette related items 0.0 11.068635 42.63637 c(11.068635, 42.636367)
161 IT Italy COL Collelungo 2017 Monitoring ITA Cigarette related items 0.0 11.068897 42.63619 c(11.068897, 42.636193)
698 FR France FR051 Le Golo 2013 Monitoring OSPAR Cigarette related items 62.5 9.533503 42.53422 c(9.533503, 42.53422)
699 FR France FR051 Le Golo 2014 Monitoring OSPAR Cigarette related items 5.0 9.533503 42.53422 c(9.533503, 42.53422)
700 FR France FR051 Le Golo 2015 Monitoring TSG_ML Cigarette related items 28.0 9.533503 42.53422 c(9.533503, 42.53422)
701 FR France FR051 Le Golo 2016 Monitoring TSG_ML Cigarette related items 21.0 9.533503 42.53422 c(9.533503, 42.53422)
702 FR France FR051 Le Golo 2017 Monitoring TSG_ML Cigarette related items 11.5 9.533503 42.53422 c(9.533503, 42.53422)
703 FR France FR051 Le Golo 2018 Monitoring TSG_ML Cigarette related items 0.0 9.533503 42.53422 c(9.533503, 42.53422)
712 FR France FR056 Petite Afrique 2017 Monitoring TSG_ML Cigarette related items 189.8 7.339694 43.71228 c(7.339694, 43.712278)
810 IT Italy IT_m4vt1 Lido di Tarquinia 2015 Monitoring ITA Cigarette related items 28.9 11.696705 42.23344 c(11.696705, 42.233442)
811 IT Italy IT_m4vt1 Lido di Tarquinia 2016 Monitoring ITA Cigarette related items 10.9 11.696741 42.23338 c(11.696741, 42.233377)
812 IT Italy IT_m4vt1 Lido di Tarquinia 2017 Monitoring ITA Cigarette related items 29.3 11.696623 42.23353 c(11.696623, 42.233533)
813 IT Italy IT_m4vt2 Lido di Montalto 2015 Monitoring ITA Cigarette related items 133.3 11.582658 42.32340 c(11.582658, 42.323397)
814 IT Italy IT_m4vt2 Lido di Montalto 2016 Monitoring ITA Cigarette related items 32.0 11.582779 42.32332 c(11.582779, 42.323316)
815 IT Italy IT_m4vt2 Lido di Montalto 2017 Monitoring ITA Cigarette related items 22.2 11.582641 42.32342 c(11.582641, 42.323423)
819 IT Italy LAV Lavagna-dinanzi piscine 2015 Monitoring ITA Cigarette related items 0.0 9.354130 44.30194 c(9.35413, 44.301935)
820 IT Italy LAV Lavagna-dinanzi piscine 2016 Monitoring ITA Cigarette related items 5.6 9.354218 44.30192 c(9.354218, 44.301921)
821 IT Italy LAV Lavagna-dinanzi piscine 2017 Monitoring ITA Cigarette related items 7.1 9.354122 44.30196 c(9.354122, 44.301961)
833 IT Italy Lig1401 Lig1401 2014 Cleaning TSG_ML Cigarette related items 76.0 8.750700 44.42718 c(8.7507, 44.42718)
834 IT Italy Lig1501 Lig1501 2015 Cleaning TSG_ML Cigarette related items 15.0 8.742778 44.42694 c(8.742778, 44.426944)
835 IT Italy Lig1601 Lig1601 2016 Cleaning TSG_ML Cigarette related items 378.0 8.744520 44.42707 c(8.74452, 44.42707)
1062 IT Italy MAR Levante foce F. Magra 2015 Monitoring ITA Cigarette related items 2.2 10.008343 44.04938 c(10.008343, 44.04938)
1063 IT Italy MAR Levante foce F. Magra 2016 Monitoring ITA Cigarette related items 22.3 10.008375 44.04933 c(10.008375, 44.049329)
1064 IT Italy MAR Levante foce F. Magra 2017 Monitoring ITA Cigarette related items 35.4 10.008407 44.04928 c(10.008407, 44.049278)
1094 IT Italy Mlw1603 Mlw1603 2016 Cleaning TSG_ML Cigarette related items 0.0 8.742797 44.42685 c(8.742797, 44.426847)
1095 IT Italy Mlw1604 Mlw1604 2016 Cleaning TSG_ML Cigarette related items 102.0 8.985017 44.39212 c(8.985017, 44.392117)
1328 IT Italy QUA Quagliodromo 2015 Monitoring ITA Cigarette related items 77.5 10.590000 42.95417 c(10.59, 42.95417)
1329 IT Italy QUA Quagliodromo 2016 Monitoring ITA Cigarette related items 22.1 10.589830 42.95419 c(10.58983, 42.954188)
1330 IT Italy QUA Quagliodromo 2017 Monitoring ITA Cigarette related items 22.2 10.589657 42.95418 c(10.589657, 42.95418)
1526 IT Italy Tos1401 Tos1401 2014 Cleaning TSG_ML Cigarette related items 12.0 11.149670 42.56375 c(11.14967, 42.56375)
1527 IT Italy Tos1402 Tos1402 2014 Cleaning TSG_ML Cigarette related items 9.0 10.784150 42.89517 c(10.78415, 42.89517)
1528 IT Italy Tos1403 Tos1403 2014 Cleaning TSG_ML Cigarette related items 16.0 10.248090 43.83867 c(10.24809, 43.83867)
1529 IT Italy Tos1501 Tos1501 2015 Cleaning TSG_ML Cigarette related items 186.0 10.269330 43.78172 c(10.26933, 43.78172)
1530 IT Italy Tos1502 Tos1502 2015 Cleaning TSG_ML Cigarette related items 13.0 11.268940 42.41937 c(11.26894, 42.41937)
1531 IT Italy Tos1601 Tos1601 2016 Cleaning TSG_ML Cigarette related items 5.0 11.182340 42.45951 c(11.18234, 42.45951)
1532 IT Italy Tos1701 Tos1701 2017 Cleaning TSG_ML Cigarette related items 8.0 11.448100 42.37846 c(11.4481, 42.37846)
1533 IT Italy Tos1702 Tos1702 2017 Cleaning TSG_ML Cigarette related items 60.0 11.191550 42.49809 c(11.19155, 42.49809)
1534 IT Italy Tos1703 Tos1703 2017 Cleaning TSG_ML Cigarette related items 11.0 10.247860 43.83862 c(10.24786, 43.83862)
1891 IT Italy VAD Ponente foce T.Quiliano 2015 Monitoring ITA Cigarette related items 2.2 8.444867 44.28027 c(8.444867, 44.280267)
1892 IT Italy VAD Ponente foce T.Quiliano 2016 Monitoring ITA Cigarette related items 256.6 8.444292 44.27993 c(8.444292, 44.279926)
1893 IT Italy VAD Ponente foce T.Quiliano 2017 Monitoring ITA Cigarette related items 30.3 8.444231 44.27985 c(8.444231, 44.279852)
1894 IT Italy VAR Baia dei Saraceni 2015 Monitoring ITA Cigarette related items 1.1 8.406700 44.18457 c(8.4067, 44.184567)
1895 IT Italy VAR Baia dei Saraceni 2016 Monitoring ITA Cigarette related items 0.5 8.406694 44.18459 c(8.406694, 44.18459)
1896 IT Italy VAR Baia dei Saraceni 2017 Monitoring ITA Cigarette related items 13.1 8.406689 44.18461 c(8.406689, 44.184613)
1897 IT Italy VEC Marina di Vecchiano 2015 Monitoring ITA Cigarette related items 0.0 10.266353 43.78680 c(10.266353, 43.786803)
1898 IT Italy VEC Marina di Vecchiano 2016 Monitoring ITA Cigarette related items 0.0 10.259693 43.78680 c(10.259693, 43.786797)
1899 IT Italy VEC Marina di Vecchiano 2017 Monitoring ITA Cigarette related items 0.0 10.266493 43.78662 c(10.266493, 43.78662)

3.4 Map with id