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: 11.5"
## [1] "South-Latitude: 36.1"
## [1] "East-Longitude: 16.9"
## [1] "North-Latitude: 39.2"

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 surveyyear nbsurvey surveylength surveytype litterreferencelist littergroup litterabundance lat lon geometry
100 IT Italy Cal1602 Cal1602 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 354.0 15.64248 38.10975 c(15.64248, 38.10975)
766 IT Italy IM Imera 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 0.0 13.95315 37.10239 c(13.953152, 37.102393)
767 IT Italy IM Imera 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 0.0 13.95313 37.10236 c(13.953128, 37.102365)
768 IT Italy IM Imera 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 0.0 13.95310 37.10234 c(13.953103, 37.102337)
1050 IT Italy M4T3 Foce Fiume Corace 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 2.2 16.60690 38.81317 c(16.606903, 38.81317)
1051 IT Italy M4T3 Foce Fiume Corace 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 15.2 16.60690 38.81317 c(16.606903, 38.81317)
1052 IT Italy M4T3 Foce Fiume Corace 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 0.0 16.60690 38.81317 c(16.606903, 38.81317)
1053 IT Italy M4T4 Foce Fiume Petrace 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 2.2 15.87808 38.42400 c(15.878082, 38.424003)
1054 IT Italy M4T4 Foce Fiume Petrace 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 2.7 15.87808 38.42400 c(15.878082, 38.424003)
1055 IT Italy M4T4 Foce Fiume Petrace 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 0.0 15.87808 38.42400 c(15.878082, 38.424003)
1056 IT Italy M4T5 Timpa Ianca 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 1.1 16.13820 38.71916 c(16.138196, 38.719157)
1057 IT Italy M4T5 Timpa Ianca 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 0.0 16.13820 38.71916 c(16.138196, 38.719157)
1058 IT Italy M4T5 Timpa Ianca 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 1.0 16.13820 38.71916 c(16.138196, 38.719157)
1097 IT Italy MO Mondello 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 0.0 13.33155 38.19766 c(13.331548, 38.197659)
1098 IT Italy MO Mondello 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 96.5 13.33138 38.19779 c(13.331378, 38.197785)
1099 IT Italy MO Mondello 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 155.6 13.33150 38.19773 c(13.331497, 38.197732)
1102 IT Italy MZ Milazzo 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 1.1 15.25098 38.21083 c(15.250977, 38.210833)
1103 IT Italy MZ Milazzo 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 0.5 15.25112 38.21076 c(15.251121, 38.21076)
1104 IT Italy MZ Milazzo 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 3.0 15.25127 38.21069 c(15.251266, 38.210687)
1203 IT Italy PG Priolo Gargallo 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 0.0 15.22326 37.14968 c(15.223257, 37.149677)
1204 IT Italy PG Priolo Gargallo 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 0.0 15.22314 37.14953 c(15.223139, 37.149533)
1205 IT Italy PG Priolo Gargallo 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 4.0 15.22321 37.14964 c(15.223208, 37.149638)
1465 IT Italy SI Simeto 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 0.0 15.09064 37.37451 c(15.090639, 37.37451)
1466 IT Italy SI Simeto 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 0.6 15.09061 37.37436 c(15.090605, 37.374358)
1467 IT Italy SI Simeto 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 0.0 15.09057 37.37375 c(15.09057, 37.373754)
1476 IT Italy Sic1401 Sic1401 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 0.0 13.56811 37.27684 c(13.56811, 37.27684)
1477 IT Italy Sic1402 Sic1402 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 118.0 13.41757 38.09827 c(13.41757, 38.09827)
1478 IT Italy Sic1403 Sic1403 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 196.0 13.28226 38.20716 c(13.28226, 38.20716)
1479 IT Italy Sic1404 Sic1404 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 2.0 14.19615 37.08176 c(14.19615, 37.08176)
1480 IT Italy Sic1405 Sic1405 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 254.0 15.11238 36.67350 c(15.11238, 36.6735)
1481 IT Italy Sic1406 Sic1406 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 1.0 15.09103 37.41197 c(15.09103, 37.41197)
1482 IT Italy Sic1408 Sic1408 2014 2014-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 2.0 15.27275 37.83560 c(15.27275, 37.8356)
1483 IT Italy Sic1501 Sic1501 2015 2015-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 2.0 15.12025 36.71031 c(15.12025, 36.71031)
1484 IT Italy Sic1502 Sic1502 2015 2015-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 23.0 15.12315 36.70250 c(15.12315, 36.7025)
1485 IT Italy Sic1503 Sic1503 2015 2015-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 8.0 15.11300 36.74520 c(15.113, 36.7452)
1486 IT Italy Sic1504 Sic1504 2015 2015-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 14.0 15.08020 36.64875 c(15.0802, 36.64875)
1487 IT Italy Sic1505 Sic1505 2015 2015-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 12.0 14.59553 36.77258 c(14.59553, 36.77258)
1488 IT Italy Sic1506 Sic1506 2015 2015-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 18.0 14.43980 36.87653 c(14.4398, 36.87653)
1489 IT Italy Sic1601 Sic1601 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 5.0 13.53692 38.08293 c(13.53692, 38.08293)
1490 IT Italy Sic1602 Sic1602 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 117.0 15.26426 36.99527 c(15.26426, 36.99527)
1491 IT Italy Sic1603 Sic1603 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 124.0 15.22647 37.15168 c(15.22647, 37.15168)
1492 IT Italy Sic1604 Sic1604 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 69.0 15.05526 36.66732 c(15.05526, 36.66732)
1493 IT Italy Sic1605 Sic1605 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 125.0 15.17210 38.15230 c(15.1721, 38.1523)
1494 IT Italy Sic1606 Sic1606 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 11.0 13.06424 38.07909 c(13.06424, 38.07909)
1495 IT Italy Sic1607 Sic1607 2016 2016-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 3.0 13.57071 37.27362 c(13.570706, 37.273621)
1496 IT Italy Sic1701 Sic1701 2017 2017-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 52.0 15.22648 37.15164 c(15.22648, 37.15164)
1497 IT Italy Sic1702 Sic1702 2017 2017-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 45.0 15.05522 36.66729 c(15.05522, 36.66729)
1498 IT Italy Sic1703 Sic1703 2017 2017-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 139.0 13.39498 38.10393 c(13.39498, 38.10393)
1499 IT Italy Sic1704 Sic1704 2017 2017-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 1.0 13.48058 38.09970 c(13.48058, 38.0997)
1500 IT Italy Sic1705 Sic1705 2017 2017-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 34.0 15.26417 36.99525 c(15.26417, 36.99525)
1501 IT Italy Sic1706 Sic1706 2017 2017-01-01 00:00:00 1 100 Cleaning TSG_ML Cigarette related items 9.0 13.57065 37.27358 c(13.57065, 37.27358)
1535 IT Italy TS Torre Salsa 2015 2015-01-01 00:00:00 3 30 Monitoring ITA Cigarette related items 0.0 13.32890 37.36208 c(13.3289, 37.362076)
1536 IT Italy TS Torre Salsa 2016 2016-01-01 00:00:00 6 30/33 Monitoring ITA Cigarette related items 0.0 13.32975 37.36179 c(13.329753, 37.361794)
1537 IT Italy TS Torre Salsa 2017 2017-01-01 00:00:00 3 33 Monitoring ITA Cigarette related items 0.0 13.33061 37.36151 c(13.330607, 37.361513)

3.4 Map with id