Loisel, Hubert; Duforêt-Gaurier, Lucile; Tran, Trung Kien; Jorge, Daniel S F; Steinmetz, Francois; Mangin, Antoine; Bretagnon, Marine; d'Andon, Odile (2023): Database (DSM) of in situ POC and SPM and satellite Rrs (matchup) collected between 2002 and 2018 [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.960926
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Published: 2023-11-01 • DOI registered: 2023-11-01
Abstract:
This data release includes in situ measurements collected between 2002 and 2012 during different study sites (Full description of the methods adopted for each measurements in the references). DSM measurements include 101 coincident in situ concentrations of Particulate Organic Carbon (POC) (μgL-1) and Suspended Particulate Matter (SPM) (mg/l) and remote-sensing reflectances (Rrs, sr-1) matchups for the sensor Meris.
It addressed the objective:
1) Validate the POC/SPM ratio using satellite Rrs (matchup)
Supplement to:
Loisel, Hubert; Duforêt-Gaurier, Lucile; Tran, Trung Kien; Jorge, Daniel S F; Steinmetz, Francois; Mangin, Antoine; Bretagnon, Marine; Fanton d'Andon, Odile Hembise (2023): Characterization of the organic vs. inorganic fraction of suspended particulate matter in coastal waters based on ocean color radiometry remote sensing. State of the Planet, 1-osr7, 11, https://sp.copernicus.org/articles/1-osr7/11/2023/
Source:
Bonato, Simon; Breton, Elsa; Didry, Morgane; Lizon, Fabrice; Cornille, Vincent; Lécuyer, Eric; Christaki, Urania; Artigas, Luis Felipe (2016): Spatio-temporal patterns in phytoplankton assemblages in inshore–offshore gradients using flow cytometry: A case study in the eastern English Channel. Journal of Marine Systems, 156, 76-85, https://doi.org/10.1016/j.jmarsys.2015.11.009
Loisel, Hubert; Mangin, Antoine; Vantrepotte, Vincent; Dessailly, David; Ngoc, Dat Dinh; Garnesson, Philippe; Ouillon, Sylvain; Lefebvre, Jean-Pierre; Mériaux, Xavier; Minh Phan, Thu (2014): Variability of suspended particulate matter concentration in coastal waters under the Mekong's influence from ocean color (MERIS) remote sensing over the last decade. Remote Sensing of Environment, 150, 218-230, https://doi.org/10.1016/j.rse.2014.05.006
Loisel, Hubert; Vantrepotte, Vincent; Ouillon, Sylvain; Ngoc, Dat Dinh; Herrmann, M; Tran, Viet; Mériaux, Xavier; Dessailly, David; Jamet, Cedric; Duhaut, Thomas; Nguyen, Huan Huu; Van Nguyen, Thao (2017): Assessment and analysis of the chlorophyll-a concentration variability over the Vietnamese coastal waters from the MERIS ocean color sensor (2002–2012). Remote Sensing of Environment, 190, 217-232, https://doi.org/10.1016/j.rse.2016.12.016
Lubac, Bertrand; Loisel, Hubert (2007): Variability and classification of remote sensing reflectance spectra in the eastern English Channel and southern North Sea. Remote Sensing of Environment, 110(1), 45-58, https://doi.org/10.1016/j.rse.2007.02.012
Neukermans, Griet; Loisel, Hubert; Mériaux, Xavier; Astoreca, Rosa; McKee, David (2012): In situ variability of mass-specific beam attenuation and backscattering of marine particles with respect to particle size, density, and composition. Limnology and Oceanography, 57(1), 124-144, https://doi.org/10.4319/lo.2012.57.1.0124
Vantrepotte, Vincent; Danhiez, François-Pierre; Loisel, Hubert; Ouillon, Sylvain; Mériaux, Xavier; Cauvin, Arnaud; Dessailly, David (2015): CDOM-DOC relationship in contrasted coastal waters: implication for DOC retrieval from ocean color remote sensing observation. Optics Express, 23(1), 33, https://doi.org/10.1364/OE.23.000033
Vantrepotte, Vincent; Loisel, Hubert; Dessailly, David; Mériaux, Xavier (2012): Optical classification of contrasted coastal waters. Remote Sensing of Environment, 123, 306-323, https://doi.org/10.1016/j.rse.2012.03.004
Funding:
Coverage:
Median Latitude: 49.323066 * Median Longitude: 1.850028 * South-bound Latitude: 20.315000 * West-bound Longitude: -4.714000 * North-bound Latitude: 50.758000 * East-bound Longitude: 107.006000
Date/Time Start: 2002-06-26T00:00:00 * Date/Time End: 2011-11-12T00:00:00
Event(s):
Comment:
Further funding:
* Centre National d'Etudes Spatiales, Award: CNES/TOSCACE/COYOTE
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Event label | Event | Loisel, Hubert | |||
| 2 | Cruise/expedition | Expedition | Loisel, Hubert | Mission | ||
| 3 | DATE/TIME | Date/Time | Loisel, Hubert | Geocode | ||
| 4 | LATITUDE | Latitude | Loisel, Hubert | Geocode | ||
| 5 | LONGITUDE | Longitude | Loisel, Hubert | Geocode | ||
| 6 | Carbon, organic, particulate | POC | µg/l | Loisel, Hubert | ||
| 7 | Suspended particulate matter | SPM | mg/l | Loisel, Hubert | ||
| 8 | Remote sensing reflectance at 412 nm | Rrs_412 | 1/sr | Loisel, Hubert | According to source references | |
| 9 | Remote sensing reflectance at 443 nm | Rrs_443 | 1/sr | Loisel, Hubert | According to source references | |
| 10 | Remote sensing reflectance at 490 nm | Rrs_490 | 1/sr | Loisel, Hubert | According to source references | |
| 11 | Remote sensing reflectance at 510 nm | Rrs_510 | 1/sr | Loisel, Hubert | According to source references | |
| 12 | Remote sensing reflectance at 560 nm | Rrs_560 | 1/sr | Loisel, Hubert | According to source references | |
| 13 | Remote sensing reflectance at 665 nm | Rrs_665 | 1/sr | Loisel, Hubert | According to source references |
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
908 data points
Data
| 1 Event | 2 Expedition | 3 Date/Time | 4 Latitude | 5 Longitude | 6 POC [µg/l] | 7 SPM [mg/l] | 8 Rrs_412 [1/sr] | 9 Rrs_443 [1/sr] | 10 Rrs_490 [1/sr] | 11 Rrs_510 [1/sr] | 12 Rrs_560 [1/sr] | 13 Rrs_665 [1/sr] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Somlit_Id:1_1 | Somlit Id:1 | 2002-09-12 | 50.68750000 | 1.521388889 | 298.000 | 19.740 | 0.01352890 | 0.01581690 | 0.02479720 | 0.02613440 | 0.03348640 | 0.00980407 |
| Somlit_Id:1_2 | Somlit Id:1 | 2002-09-12 | 50.68750000 | 1.521388889 | 298.000 | 19.740 | 0.01352890 | 0.01581690 | 0.02479720 | 0.02613440 | 0.03348640 | 0.00980407 |
| Somlit_Id:1_3 | Somlit Id:1 | 2002-10-07 | 50.68750000 | 1.521388889 | 464.000 | 12.900 | 0.02291160 | 0.02656860 | 0.03572760 | 0.03681960 | 0.04013090 | 0.00581011 |
| Somlit_Id:1_4 | Somlit Id:1 | 2003-02-18 | 50.68750000 | 1.521388889 | 834.000 | 13.550 | 0.02247700 | 0.02671250 | 0.03996550 | 0.04255980 | 0.04828770 | 0.01207930 |
| Somlit_Id:1_5 | Somlit Id:1 | 2003-04-16 | 50.68750000 | 1.521388889 | 1332.000 | 43.580 | 0.00847126 | 0.01015650 | 0.01310510 | 0.01556090 | 0.02435340 | 0.00710148 |
| Somlit_Id:1_6 | Somlit Id:1 | 2003-05-15 | 50.68750000 | 1.521388889 | 807.000 | 29.040 | 0.01029150 | 0.01197830 | 0.01607340 | 0.01753970 | 0.02385180 | 0.00514997 |
| Somlit_Id:1_7 | Somlit Id:1 | 2003-10-27 | 50.68750000 | 1.521388889 | 460.000 | 12.470 | 0.02239920 | 0.02808820 | 0.04433000 | 0.04900660 | 0.06048390 | 0.02046240 |
| Somlit_Id:1_8 | Somlit Id:1 | 2004-08-17 | 50.68750000 | 1.521388889 | 430.000 | 18.700 | 0.01142960 | 0.01290320 | 0.01750870 | 0.01782850 | 0.02101760 | 0.00393627 |
| Somlit_Id:1_9 | Somlit Id:1 | 2004-08-17 | 50.68750000 | 1.521388889 | 430.000 | 18.700 | 0.01142960 | 0.01290320 | 0.01750870 | 0.01782850 | 0.02101760 | 0.00393627 |
| Somlit_Id:1_10 | Somlit Id:1 | 2005-09-19 | 50.68750000 | 1.521388889 | 467.000 | 9.640 | 0.01502050 | 0.01638070 | 0.02241190 | 0.02300280 | 0.02482890 | 0.00474871 |
| Somlit_Id:1_11 | Somlit Id:1 | 2007-08-30 | 50.68750000 | 1.521388889 | 143.000 | 7.190 | 0.01319970 | 0.01473350 | 0.02069980 | 0.02158020 | 0.02547990 | 0.00522503 |
| Somlit_Id:1_12 | Somlit Id:1 | 2007-10-11 | 50.68750000 | 1.521388889 | 263.000 | 18.050 | 0.02104310 | 0.02244040 | 0.02838310 | 0.02749860 | 0.02733300 | 0.00258344 |
| Somlit_Id:1_13 | Somlit Id:1 | 2008-07-01 | 50.68750000 | 1.521388889 | 359.000 | 9.050 | 0.01253750 | 0.01399810 | 0.01929700 | 0.02081510 | 0.02771270 | 0.00565060 |
| Somlit_Id:1_14 | Somlit Id:1 | 2008-10-29 | 50.68750000 | 1.521388889 | 188.200 | 11.440 | 0.02173820 | 0.02361120 | 0.03276080 | 0.03287220 | 0.03307480 | 0.00625031 |
| Somlit_Id:1_15 | Somlit Id:1 | 2009-01-27 | 50.68750000 | 1.521388889 | 220.650 | 4.650 | 0.01953760 | 0.02154360 | 0.02967270 | 0.03027240 | 0.03309760 | 0.00645719 |
| Somlit_Id:1_16 | Somlit Id:1 | 2009-10-20 | 50.68750000 | 1.521388889 | 278.793 | 19.380 | 0.01602090 | 0.01796050 | 0.02350870 | 0.02317710 | 0.02290670 | 0.00476694 |
| Somlit_Id:1_17 | Somlit Id:1 | 2011-03-07 | 50.68750000 | 1.521388889 | 219.720 | 4.360 | 0.01257440 | 0.01396480 | 0.01986040 | 0.02074400 | 0.02451850 | 0.00514919 |
| Somlit_Id:1_18 | Somlit Id:1 | 2011-05-04 | 50.68750000 | 1.521388889 | 355.940 | 6.290 | 0.01258280 | 0.01446120 | 0.01852650 | 0.02072900 | 0.02668350 | 0.00502886 |
| Somlit_Id:17_1 | Somlit Id:17 | 2008-02-08 | 49.31882500 | -0.346605556 | 398.370 | 6.500 | 0.02014110 | 0.02120520 | 0.03116570 | 0.03306460 | 0.03465480 | 0.00697014 |
| Somlit_Id:17_2 | Somlit Id:17 | 2008-04-08 | 49.31882500 | -0.346605556 | 742.800 | 34.500 | 0.01823450 | 0.02250000 | 0.03480570 | 0.03842860 | 0.05111520 | 0.01592260 |
| Somlit_Id:17_3 | Somlit Id:17 | 2008-09-18 | 49.31882500 | -0.346605556 | 578.000 | 12.000 | 0.01112360 | 0.01190650 | 0.01552360 | 0.01595740 | 0.01845160 | 0.00263964 |
| Somlit_Id:17_4 | Somlit Id:17 | 2010-12-21 | 49.31882500 | -0.346605556 | 195.545 | 13.800 | 0.02136760 | 0.02217560 | 0.03522610 | 0.03781410 | 0.04133790 | 0.01002850 |
| Somlit_Id:17_5 | Somlit Id:17 | 2011-01-20 | 49.31882500 | -0.346605556 | 679.550 | 45.467 | 0.02285540 | 0.02863120 | 0.04641390 | 0.05108700 | 0.05995810 | 0.02166460 |
| Somlit_Id:2_1 | Somlit Id:2 | 2002-07-25 | 50.68750000 | 1.416666667 | 685.000 | 15.160 | 0.00794800 | 0.00932079 | 0.01265810 | 0.01297200 | 0.01707750 | 0.00376188 |
| Somlit_Id:2_2 | Somlit Id:2 | 2002-07-25 | 50.68750000 | 1.416666667 | 685.000 | 15.160 | 0.00794800 | 0.00932079 | 0.01265810 | 0.01297200 | 0.01707750 | 0.00376188 |
| Somlit_Id:2_3 | Somlit Id:2 | 2002-09-12 | 50.68750000 | 1.416666667 | 286.000 | 6.340 | 0.01146500 | 0.01221550 | 0.01784100 | 0.01749330 | 0.01969850 | 0.00448344 |
| Somlit_Id:2_4 | Somlit Id:2 | 2002-09-12 | 50.68750000 | 1.416666667 | 286.000 | 6.340 | 0.01146500 | 0.01221550 | 0.01784100 | 0.01749330 | 0.01969850 | 0.00448344 |
| Somlit_Id:2_5 | Somlit Id:2 | 2002-10-07 | 50.68750000 | 1.416666667 | 234.000 | 10.930 | 0.02130410 | 0.02516200 | 0.03453280 | 0.03532150 | 0.03716050 | 0.00744191 |
| Somlit_Id:2_6 | Somlit Id:2 | 2002-10-07 | 50.68750000 | 1.416666667 | 234.000 | 10.930 | 0.02130410 | 0.02516200 | 0.03453280 | 0.03532150 | 0.03716050 | 0.00744191 |
| Somlit_Id:2_7 | Somlit Id:2 | 2003-10-27 | 50.68750000 | 1.416666667 | 316.000 | 11.250 | 0.02027960 | 0.02618250 | 0.04006780 | 0.04423610 | 0.05512970 | 0.01828480 |
| Somlit_Id:2_8 | Somlit Id:2 | 2003-10-27 | 50.68750000 | 1.416666667 | 316.000 | 11.250 | 0.02027960 | 0.02618250 | 0.04006780 | 0.04423610 | 0.05512970 | 0.01828480 |
| Somlit_Id:2_9 | Somlit Id:2 | 2005-05-09 | 50.68750000 | 1.416666667 | 413.000 | 7.760 | 0.01323250 | 0.01394510 | 0.01743170 | 0.01683920 | 0.01616610 | 0.00267920 |
| Somlit_Id:2_10 | Somlit Id:2 | 2005-05-09 | 50.68750000 | 1.416666667 | 413.000 | 7.760 | 0.01323250 | 0.01394510 | 0.01743170 | 0.01683920 | 0.01616610 | 0.00267920 |
| Somlit_Id:2_11 | Somlit Id:2 | 2005-09-19 | 50.68750000 | 1.416666667 | 290.000 | 8.750 | 0.01973710 | 0.02043390 | 0.02627960 | 0.02520830 | 0.02236120 | 0.00361603 |
| Somlit_Id:2_12 | Somlit Id:2 | 2005-09-19 | 50.68750000 | 1.416666667 | 290.000 | 8.750 | 0.01973710 | 0.02043390 | 0.02627960 | 0.02520830 | 0.02236120 | 0.00361603 |
| Somlit_Id:2_13 | Somlit Id:2 | 2007-12-12 | 50.68750000 | 1.416666667 | 101.000 | 20.270 | 0.02574940 | 0.02569960 | 0.03705060 | 0.03640420 | 0.03308590 | 0.00651067 |
| Somlit_Id:2_14 | Somlit Id:2 | 2007-12-12 | 50.68750000 | 1.416666667 | 101.000 | 20.270 | 0.02574940 | 0.02569960 | 0.03705060 | 0.03640420 | 0.03308590 | 0.00651067 |
| Somlit_Id:2_15 | Somlit Id:2 | 2008-04-08 | 50.68750000 | 1.416666667 | 328.000 | 5.570 | 0.00767996 | 0.00973257 | 0.01272020 | 0.01404040 | 0.02100610 | 0.00602018 |
| Somlit_Id:2_16 | Somlit Id:2 | 2008-10-29 | 50.68750000 | 1.416666667 | 161.120 | 13.000 | 0.02628430 | 0.02657260 | 0.03333830 | 0.03111440 | 0.02558630 | 0.00436279 |
| Somlit_Id:2_17 | Somlit Id:2 | 2011-03-07 | 50.68750000 | 1.416666667 | 70.703 | 2.400 | 0.01672350 | 0.01786180 | 0.02432170 | 0.02442990 | 0.02437580 | 0.00447793 |
| Somlit_Id:2_18 | Somlit Id:2 | 2011-05-04 | 50.68750000 | 1.416666667 | 297.830 | 3.800 | 0.01361070 | 0.01433640 | 0.01830320 | 0.01920230 | 0.01911440 | 0.00320049 |
| Somlit_Id:3_1 | Somlit Id:3 | 2004-03-30 | 48.77777778 | -3.937500000 | 100.900 | 2.500 | 0.01224100 | 0.01166010 | 0.01324670 | 0.01196640 | 0.00935746 | 0.00132971 |
| Somlit_Id:3_2 | Somlit Id:3 | 2005-05-30 | 48.77777778 | -3.937500000 | 92.400 | 4.300 | 0.01540900 | 0.01377370 | 0.01332100 | 0.01076110 | 0.00667631 | 0.00084482 |
| Somlit_Id:3_3 | Somlit Id:3 | 2007-04-11 | 48.77777778 | -3.937500000 | 129.100 | 2.100 | 0.02011160 | 0.01892560 | 0.02061320 | 0.01785480 | 0.01254960 | 0.00171187 |
| Somlit_Id:3_4 | Somlit Id:3 | 2007-04-25 | 48.77777778 | -3.937500000 | 90.500 | 2.900 | 0.02396290 | 0.02335450 | 0.02421870 | 0.02057870 | 0.01412290 | 0.00091597 |
| Somlit_Id:3_5 | Somlit Id:3 | 2007-12-18 | 48.77777778 | -3.937500000 | 212.800 | 6.700 | 0.02822440 | 0.03101220 | 0.04368780 | 0.04332140 | 0.04067960 | 0.00868371 |
| Somlit_Id:3_6 | Somlit Id:3 | 2008-02-01 | 48.77777778 | -3.937500000 | 92.400 | 3.300 | 0.01598290 | 0.01647600 | 0.02187740 | 0.02141560 | 0.01963840 | 0.00368061 |
| Somlit_Id:3_7 | Somlit Id:3 | 2008-04-14 | 48.77777778 | -3.937500000 | 132.200 | 4.200 | 0.03297360 | 0.03353600 | 0.03853000 | 0.03458990 | 0.02579250 | 0.00389320 |
| Somlit_Id:3_8 | Somlit Id:3 | 2008-09-23 | 48.77777778 | -3.937500000 | 166.500 | 3.000 | 0.02578520 | 0.02685330 | 0.03284420 | 0.03027540 | 0.02528090 | 0.00395616 |
| Somlit_Id:3_9 | Somlit Id:3 | 2009-01-07 | 48.77777778 | -3.937500000 | 104.500 | 3.500 | 0.02221460 | 0.02109140 | 0.02712310 | 0.02523420 | 0.02090960 | 0.00358276 |
| Somlit_Id:3_10 | Somlit Id:3 | 2009-06-02 | 48.77777778 | -3.937500000 | 146.500 | 3.700 | 0.01565110 | 0.01530940 | 0.01762910 | 0.01621850 | 0.01295670 | 0.00181458 |
| Somlit_Id:3_11 | Somlit Id:3 | 2010-10-15 | 48.77777778 | -3.937500000 | 96.058 | 2.900 | 0.02773660 | 0.02792180 | 0.03322140 | 0.03014220 | 0.02340140 | 0.00349324 |
| Somlit_Id:3_12 | Somlit Id:3 | 2011-03-28 | 48.77777778 | -3.937500000 | 68.630 | 1.200 | 0.02173390 | 0.02088840 | 0.02208550 | 0.01826370 | 0.01310220 | 0.00183432 |
| Somlit_Id:1_19 | Somlit Id:1 | 2010-03-16 | 50.68750000 | 1.521388889 | 262.179 | 99999.000 | 0.00778612 | 0.00934846 | 0.01092530 | 0.01185290 | 0.01486540 | 0.00197544 |
| Somlit_Id:2_19 | Somlit Id:2 | 2002-12-18 | 50.68750000 | 1.416666667 | 125.000 | 7.000 | 0.02136860 | 0.02063460 | 0.02780560 | 0.02634720 | 0.02247850 | 0.00392137 |
| Somlit_Id:2_20 | Somlit Id:2 | 2003-04-16 | 50.68750000 | 1.416666667 | 875.000 | 15.950 | 0.00697609 | 0.00786498 | 0.00970227 | 0.01044460 | 0.01244550 | 0.00256474 |
| Somlit_Id:2_21 | Somlit Id:2 | 2003-04-16 | 50.68750000 | 1.416666667 | 875.000 | 15.950 | 0.00697609 | 0.00786498 | 0.00970227 | 0.01044460 | 0.01244550 | 0.00256474 |
| Somlit_Id:2_22 | Somlit Id:2 | 2003-05-15 | 50.68750000 | 1.416666667 | 682.000 | 25.280 | 0.00737770 | 0.00821121 | 0.01071190 | 0.01102600 | 0.01302320 | 0.00270083 |
| Somlit_Id:2_23 | Somlit Id:2 | 2003-05-15 | 50.68750000 | 1.416666667 | 682.000 | 25.280 | 0.00737770 | 0.00821121 | 0.01071190 | 0.01102600 | 0.01302320 | 0.00270083 |
| Somlit_Id:2_24 | Somlit Id:2 | 2003-05-30 | 50.68750000 | 1.416666667 | 525.000 | 11.120 | 0.00632232 | 0.00679668 | 0.00801394 | 0.00754794 | 0.00802488 | 0.00110045 |
| Somlit_Id:2_25 | Somlit Id:2 | 2003-05-30 | 50.68750000 | 1.416666667 | 525.000 | 11.120 | 0.00632232 | 0.00679668 | 0.00801394 | 0.00754794 | 0.00802488 | 0.00110045 |
| Somlit_Id:2_26 | Somlit Id:2 | 2004-05-18 | 50.68750000 | 1.416666667 | 520.000 | 9.690 | 0.00508290 | 0.00594403 | 0.00688505 | 0.00664247 | 0.00810922 | 0.00143146 |
| Somlit_Id:2_27 | Somlit Id:2 | 2004-05-18 | 50.68750000 | 1.416666667 | 520.000 | 9.690 | 0.00508290 | 0.00594403 | 0.00688505 | 0.00664247 | 0.00810922 | 0.00143146 |
| Somlit_Id:3_13 | Somlit Id:3 | 2002-07-19 | 48.77777778 | -3.937500000 | 78.910 | 7.800 | 0.00953251 | 0.00935611 | 0.01021080 | 0.00925378 | 0.00764422 | 0.00086273 |
| Somlit_Id:3_14 | Somlit Id:3 | 2002-09-02 | 48.77777778 | -3.937500000 | 44.290 | 1.200 | 0.00705102 | 0.00705021 | 0.00842215 | 0.00816347 | 0.00769662 | 0.00141128 |
| Somlit_Id:3_15 | Somlit Id:3 | 2003-12-17 | 48.77777778 | -3.937500000 | 89.670 | 3.600 | 0.00847584 | 0.00526262 | 0.01066120 | 0.00959050 | 0.01054630 | 0.00219725 |
| Somlit_Id:3_16 | Somlit Id:3 | 2004-05-27 | 48.77777778 | -3.937500000 | 118.500 | 7.700 | 0.01235900 | 0.01167700 | 0.01232290 | 0.01057060 | 0.00802677 | 0.00065792 |
| Somlit_Id:3_17 | Somlit Id:3 | 2004-09-08 | 48.77777778 | -3.937500000 | 171.100 | 3.200 | 0.00955738 | 0.00891481 | 0.00986443 | 0.00875255 | 0.00686076 | 0.00106118 |
| Somlit_Id:3_18 | Somlit Id:3 | 2007-09-20 | 48.77777778 | -3.937500000 | 120.700 | 2.200 | 0.01776180 | 0.01733930 | 0.01727000 | 0.01420820 | 0.01002130 | 0.00125859 |
| Somlit_Id:3_19 | Somlit Id:3 | 2007-10-19 | 48.77777778 | -3.937500000 | 58.800 | 1.200 | 0.02120010 | 0.02033000 | 0.02368180 | 0.02131450 | 0.01601570 | 0.00222487 |
| Somlit_Id:3_20 | Somlit Id:3 | 2008-05-13 | 48.77777778 | -3.937500000 | 157.600 | 2.800 | 0.01569160 | 0.01511810 | 0.01556530 | 0.01346650 | 0.00980030 | 0.00114455 |
| Somlit_Id:3_21 | Somlit Id:3 | 2009-07-01 | 48.77777778 | -3.937500000 | 149.100 | 8.500 | 0.01174370 | 0.01126470 | 0.01195450 | 0.01029530 | 0.00804285 | 0.00083764 |
| Somlit_Id:1_20 | Somlit Id:1 | 2003-05-30 | 50.68750000 | 1.521388889 | 683.000 | 14.060 | 0.00661804 | 0.00754430 | 0.00881936 | 0.00854376 | 0.01030280 | 0.00116287 |
| Somlit_Id:12_1 | Somlit Id:12 | 2009-01-27 | 43.68333333 | 7.316666667 | 260.930 | 4.690 | 0.03809830 | 0.03863160 | 0.04160590 | 0.03455050 | 0.02328070 | 0.00239244 |
| Somlit_Id:2_28 | Somlit Id:2 | 2002-06-26 | 50.68750000 | 1.416666667 | 542.000 | 8.530 | 0.00610813 | 0.00674966 | 0.00858168 | 0.00858494 | 0.01019060 | 0.00202059 |
| Somlit_Id:2_29 | Somlit Id:2 | 2002-06-26 | 50.68750000 | 1.416666667 | 542.000 | 8.530 | 0.00610813 | 0.00674966 | 0.00858168 | 0.00858494 | 0.01019060 | 0.00202059 |
| Somlit_Id:3_22 | Somlit Id:3 | 2008-06-27 | 48.77777778 | -3.937500000 | 139.700 | 3.800 | 0.01428430 | 0.01510050 | 0.01705150 | 0.01510370 | 0.01323910 | 0.00197223 |
| Somlit_Id:1_21 | Somlit Id:1 | 2005-04-11 | 50.68750000 | 1.521388889 | 656.000 | 7.130 | 0.01085810 | 0.01247040 | 0.01677190 | 0.01721210 | 0.02345720 | 0.00412029 |
| Somlit_Id:17_6 | Somlit Id:17 | 2009-09-21 | 49.31882500 | -0.346605556 | 1389.993 | 8.800 | 0.01674750 | 0.01755090 | 0.02511220 | 0.02557320 | 0.02783990 | 0.00510618 |
| Somlit_Id:17_7 | Somlit Id:17 | 2011-05-04 | 49.31882500 | -0.346605556 | 1044.814 | 9.670 | 0.01736240 | 0.01952300 | 0.02903410 | 0.03225680 | 0.04565120 | 0.00975156 |
| Somlit_Id:2_30 | Somlit Id:2 | 2011-09-27 | 50.68750000 | 1.416666667 | 163.335 | 0.870 | 0.01896300 | 0.01944480 | 0.02532740 | 0.02428690 | 0.02210620 | 0.00348429 |
| Somlit_Id:3_23 | Somlit Id:3 | 2005-06-15 | 48.77777778 | -3.937500000 | 111.200 | 1.000 | 0.01244390 | 0.01113380 | 0.01084240 | 0.00903207 | 0.00606820 | 0.00079089 |
| Somlit_Id:3_24 | Somlit Id:3 | 2005-11-09 | 48.77777778 | -3.937500000 | 128.900 | 1.300 | 0.02493470 | 0.02444390 | 0.02958370 | 0.02667130 | 0.02078770 | 0.00301531 |
| Somlit_Id:3_25 | Somlit Id:3 | 2010-09-16 | 48.77777778 | -3.937500000 | 152.203 | 1.700 | 0.02338480 | 0.02271000 | 0.02555500 | 0.02244210 | 0.01632530 | 0.00234685 |
| Somlit_Id:1_22 | Somlit Id:1 | 2002-06-26 | 50.68750000 | 1.521388889 | 947.000 | 11.680 | 0.00641265 | 0.00755522 | 0.00957557 | 0.00998639 | 0.01379050 | 0.00285381 |
| Somlit_Id:3_26 | Somlit Id:3 | 2004-06-24 | 48.77777778 | -3.937500000 | 161.600 | 1.500 | 0.01597180 | 0.01451300 | 0.01444150 | 0.01185020 | 0.00759826 | 0.00091681 |
| Somlit_Id:3_27 | Somlit Id:3 | 2006-05-05 | 48.77777778 | -3.937500000 | 97.500 | 0.700 | 0.01522300 | 0.01425650 | 0.01397600 | 0.01174540 | 0.00793262 | 0.00058874 |
| Somlit_Id:3_28 | Somlit Id:3 | 2011-05-11 | 48.77777778 | -3.937500000 | 129.010 | 1.200 | 0.01672530 | 0.01591890 | 0.01532190 | 0.01282590 | 0.00843675 | 0.00063620 |
| Somlit_Id:2_31 | Somlit Id:2 | 2009-03-11 | 50.68750000 | 1.416666667 | 565.610 | 2.610 | 0.00964313 | 0.01050270 | 0.01347550 | 0.01293110 | 0.01404220 | 0.00250856 |
| Somlit_Id:2_32 | Somlit Id:2 | 2011-04-18 | 50.68750000 | 1.416666667 | 658.190 | 2.950 | 0.00860702 | 0.01004660 | 0.01227070 | 0.01231530 | 0.01441840 | 0.00262338 |
| Somlit_Id:3_29 | Somlit Id:3 | 2011-09-05 | 48.77777778 | -3.937500000 | 127.960 | 0.600 | 0.01678750 | 0.01645100 | 0.01951390 | 0.01739670 | 0.01424620 | 0.00197911 |
| VITEL2011_1 | VITEL2011 | 2011-11-12 | 20.31500000 | 106.680000000 | 359.288 | 5.190 | 0.00134892 | 0.00180289 | 0.00310662 | 0.00379607 | 0.00584034 | 0.00141802 |
| VITEL2011_2 | VITEL2011 | 2011-11-12 | 20.59400000 | 107.006000000 | 122.534 | 5.040 | 0.00342581 | 0.00448150 | 0.00644960 | 0.00621254 | 0.00527284 | 0.00047133 |
| Phabop_1 | Phabop | 2004-06-25 | 50.04200000 | 1.023000000 | 569.059 | 1.600 | 0.00117000 | 0.00185000 | 0.00342000 | 0.00377333 | 0.00431000 | 0.00087767 |
| Phabop_2 | Phabop | 2004-06-25 | 50.17800000 | 0.856000000 | 435.055 | 1.000 | 0.00101000 | 0.00121000 | 0.00163000 | 0.00166000 | 0.00168000 | 0.00032533 |
| Phabop_3 | Phabop | 2004-06-25 | 50.32100000 | 1.198000000 | 675.480 | 1.900 | 0.00199000 | 0.00243000 | 0.00358000 | 0.00385000 | 0.00488667 | 0.00132000 |
| Phabop_4 | Phabop | 2004-06-25 | 50.29000000 | 1.365000000 | 723.744 | 2.050 | 0.00121000 | 0.00148666 | 0.00248000 | 0.00282667 | 0.00427000 | 0.00128666 |
| Phabop_5 | Phabop | 2004-06-28 | 50.75800000 | 1.445000000 | 688.057 | 1.450 | 0.00080200 | 0.00110333 | 0.00179000 | 0.00191000 | 0.00234333 | 0.00037967 |
| Phabop_6 | Phabop | 2004-06-28 | 50.38600000 | 1.205000000 | 722.478 | 1.850 | 0.00117000 | 0.00155333 | 0.00279000 | 0.00313667 | 0.00435000 | 0.00097367 |
| Phabop_7 | Phabop | 2004-06-28 | 50.39200000 | 1.282000000 | 761.963 | 2.300 | 0.00107000 | 0.00133333 | 0.00217000 | 0.00241667 | 0.00339667 | 0.00063733 |
| Grande_campagne_Belgica2010 | Grande_campagne_Belgica2010 | 2010-06-11 | 47.75800000 | -4.714000000 | 214.710 | 0.383 | 0.00362556 | 0.00363526 | 0.00421438 | 0.00398081 | 0.00295756 |
