Biodiversity databases and database management systems for the worlds ocean: experience and outputs from five international projects

Sergey Piontkovski Marine Sciences Research Center, Stony Brook University, USA;Institute of Biology of the Southern Seas, Sevastopol, Ukraine spiontkovski@notes.cc.sunysb.eduand Robert Williams Plymouth Marine Laboratory, UKbw@mail.pml.ac.uk

Global station network163 cruises from 1957 to 199521975 oceanographical stations

Chlorophyll a and mesozooplankton measurements Plankton Data of the Former Soviet Union: 1968-1992 Background: CZCS composite chlorophyll Plankton Data ( World Ocean Database 1998)

Akademician VernadskyProfessor VodyanitskyAkademician Kovalevsky

Biogeochemical provinces of the ocean (by Longhurst, 1998; Pauly et al., 2000)South Atlantic Gyral ProvinceEastern Tropical Atlantic Province

Plankton fields: direct and remote measurementsChlorophyll a:

Onboard CZCS BioluminescenceIntensity (0-100m)ZooplanktonBiomass (0-100m, mg/m3)

Distribution of onboard chlorophyll a measurements in the database

Distribution of zooplankton data in the database

Chart4

0

12

7

27

299

0

75

0

171

340

76

16

159

284

215

195

715

406

31

298

Years

# of measurements

ZOO-Time

YearMonthDayHourMinLATLONDephSt_NZOO-bmCastYear

19501-88-88-8816.25-16.25-8819410001195055

19501-88-88-8811.25-16.25-8819510001195150

19501-88-88-888.75-13.75-8819610001195250

19501-88-88-886.25-11.25-8819710001195350

19501-88-88-882.5-2.5-8819810001195450

19583-88-88-8837.5-42.5-88228501195550

19583-88-88-8837.5-27.5-88229611195650

19584-88-88-8837.5-42.5-88230801195750

19584-88-88-8837.5-27.5-882314911958127

19585-88-88-8837.5-27.5-88232761195910694

195811-88-88-8811.25-18.75-881924001196013327

195811-88-88-8811.25-16.25-8819310001196114411

19595-88-88-8837.5-30-88233120119621484

19595-88-88-8838.75-31.25-882341001196321870

19595-88-88-8836.25-31.25-882351001196425133

19595-88-88-8828.75-31.25-88236901196526716

19595-88-88-8826.25-31.25-8823790119662670

19595-88-88-8832.5-32.5-88238751196727912Year distribution of zooplankton measurements

19595-88-88-8821.25-31.25-8823980119682790

19595-88-88-8823.75-31.25-8824080119692867

19595-88-88-8820-30-882412501197036175

19595-88-88-8815-30-8824280119713632

19595-88-88-8818.75-31.25-882432501197240542

19595-88-88-8818.75-31.25-882442701197342419

19595-88-88-8816.25-31.25-88245501197452197

19595-88-88-8816.25-31.25-88246100119755210

19595-88-88-8810-30-882472501197653110

19595-88-88-8812-30-8824825011977716185

19595-88-88-882-30-88249401197878771

19595-88-88-88-2.5-30-882501001197983649

19595-88-88-88-5-30-88251100119808360

19595-88-88-88-7-30-88252751198188751

19595-88-88-88-10-30-8825350119821076189

19595-88-88-8813.75-31.25-88254751198310760

19595-88-88-8811.25-33.75-8825525011984113357

19595-88-88-8811.25-33.75-8825625011985116532

19595-88-88-8811.25-33.75-8825725011986121146Monthly distribution of zooplankton measurements

19595-88-88-888.75-31.25-8825815011987128978

19595-88-88-886.25-31.25-882592001198812890

19595-88-88-886.25-31.25-8826030011989134354

19595-88-88-883.75-31.25-882611001

19595-88-88-881.25-33.75-88262401

19595-88-88-88-3.75-31.25-88263501Month

19595-88-88-88-3.75-31.25-8826411011150150

19595-88-88-88-6.25-31.25-882657512301151

19595-88-88-88-7.5-30-88266451339796

19595-88-88-88-11.25-31.25-88267301443538

19595-88-88-88-13.75-31.25-88268301553196

19595-88-88-88-13.75-31.25-88269401656231

19595-88-88-88-16.25-31.25-882702017685123

19595-88-88-88-18.75-31.25-882712518877192

19595715536.12833-29.975-88272120191004127

195951021829.94833-30.01167-882731001101128124

1959510213027.00833-29.99833-8827490111121789

1959512115021.43333-30.015-88275751121343126

1959517143010.49667-29.93-88276401

1959518658.493333-30.02833-88277501

19595182106.486667-29.95833-882781001

19595270012.98333-30.02333-88279301

195952894018.02667-30.00667-88280201

19598-88-88-8827.5-62.5-88281501

19598-88-88-8837.5-57.5-88282281

19598-88-88-8827.5-57.5-88283501

19598-88-88-8838.75-68.75-882841001

19598-88-88-8838.75-68.75-88285801

19598-88-88-8838.75-68.75-882862001

19598-88-88-8840-68.75-882871001

19598-88-88-8836.25-68.75-882882001

19598-88-88-8837.5-42.5-88289281

19598-88-88-8837.5-12.5-88290801

19599-88-88-8827.5-57.5-882911001

19599-88-88-8835-67.5-88292801

19599-88-88-8836-67.5-88293801

19599-88-88-8837-67.5-88294801

195910-88-88-8837.5-62.5-88295801

195910-88-88-8827.5-62.5-88296751

195910-88-88-8820-52.5-88297601

195910-88-88-8825-52.5-88298501

195910-88-88-8832-52.5-88299501

195910-88-88-8837-52.5-88300501

195910-88-88-8837.5-52.5-88301501

195910-88-88-8837.5-42.5-88302281

195910-88-88-8816-42.5-88303501

195910-88-88-8818-42.5-88304801

195910-88-88-8819-42.5-883051001

195910-88-88-8816-37.5-883061001

195910-88-88-8819-37.5-883071001

195910-88-88-8816-32.5-88308501

195910-88-88-8819-32.5-88309701

195910-88-88-8818.75-31.25-883102701

195910-88-88-8816.25-31.25-88311701

195910-88-88-8815-27.5-88312501

195910-88-88-8820-27.5-883131301

195910-88-88-8818.75-18.75-883141001

195910-88-88-8818.75-18.75-883152001

195912-88-88-8836.25-63.75-88316801

195912-88-88-8836.25-61.25-88317801

195912-88-88-8828.75-63.75-88318801

195912-88-88-8827.5-62.5-883191001

195912-88-88-8832.5-62.5-88320801

195912-88-88-8827.5-62.5-88321801

195912-88-88-8837.5-57.5-88322501

195912-88-88-888.75-26.25-88323501

195912-88-88-888.75-26.25-883241301

195912-88-88-8836-18.75-88325551

195912-88-88-8827-18.75-88326701

19601-88-88-8832.5-72.5-88327501

19601-88-88-8827.5-72.5-883281001

19601-88-88-8812.5-77.5-883291001

19601-88-88-8833.75-31.25-883301001

19601-88-88-8831.25-31.25-883311001

19601-88-88-8832.5-32.33333-883321001

19602-88-88-8827.5-72.5-883332501

19602-88-88-8833.75-31.25-88334501

19603-88-88-8812.5-77.5-883352501

19603-88-88-8832.5-27.5-88336501

19603-88-88-8832.5-27.5-883371001

19603-88-88-8833.75-23.75-88338501

19603-88-88-8833.75-23.75-883391001

19603-88-88-8818.75-16.25-88340501

19603-88-88-8818.75-16.25-883411001

19603-88-88-8838.75-11.25-88342501

19603-88-88-8838.75-11.25-883431001

19604-88-88-8832.5-72.5-883441001

19607-88-88-8837.5-67.5-883452001

19607-88-88-8837.5-72.5-883462501

19607-88-88-8837.5-67.5-883471001

19607-88-88-8837.5-72.5-883481501

19608-88-88-8837.5-67.5-883492501

196010-88-88-8816.25-21.25-883503001

196010-88-88-8816.25-21.25-8835110001

196012-88-88-8816.25-21.25-883525001

196012-88-88-8816.25-21.25-883538001

19611-88-88-8832.5-52.5-883541001

19611-88-88-8832.5-52.5-88355501

19613-88-88-8818.75-16.25-8835610001

19613-88-88-8816.25-16.25-8835710001

19613-88-88-8813.75-18.75-8835810001

19613-88-88-8814-16.25-883595601

19613-88-88-8814-18.75-883603001

19613-88-88-888.75-16.25-883615001

19613-88-88-888.75-16.25-8836210001

19613-88-88-886.25-16.25-883635001

19613-88-88-886.25-16.25-8836410001

196210-88-88-8814-16.25-883657001

19621028193214.23-18.265-883663801

1962102904514.36-17.8-883672301

19621029221314.39167-17.33333-883681501

19633-88-88-880-35-883691061

19633-88-88-881.366667-35-883701101

19633-88-88-8818.75-16.25-883714501

19633-88-88-8816.25-18.75-883722001

19633-88-88-8816.25-18.75-883734001

1963398620.88333-17.68667-8837425001

196339125920.90833-18.11667-883751981

196339182821.04667-18.43667-8837610931

196339185021.04667-18.43667-883774032

196331523427.516667-15.09667-883784031

19633161455.956666-14.76333-883793001

1963317375.116667-14.92-88380631

196331715104.188334-14.88-88381701

1963320948-3.67E-02-15.05167-883822001

19633231230-2-20.03333-8838359.31

1963324182-0.1366667-20.05-883841801

196332617481.056667-20.11667-8838559.31

1963572223-2.793333-31.45333-883863061

1963581759-2.915-29.98333-883873101

19635121409.83E-02-28.31833-883881501

196351221180.2-28.175-88389501

19639-88-88-88-15-15-88390241

19639-88-88-88-15-20-88391271

19639-88-88-88-6-15-8839230.61

19639-88-88-88-10-15-8839330.61

19639-88-88-88-14.5-15-8839430.61

19639311439.546667-14.85-883952621

19639316408.923333-14.95-88396271

1963940207.933333-15.06667-883972261

19639512154.87-14.98333-88398961

19639512154.87-15-883991142

19639523203.993333-14.6-88400601

19639610102.993333-14.75-884011601

19639610102.993333-15-8840245.32

19639621301.926667-14.96667-884032621

1963971151.745-14.99-88404501

19639710301.03-14.96667-884052811

19639710301.03-15-8840694.62

1963981150.2533333-15.03333-884072001

1963981150.2533333-15.02833-8840894.62

1963991315-1.533333-15.15-884092061

1963910930-3.055-15.06667-884104501

19639101855-4.053333-15.07667-884111731

19639111530-6-15.01-884121751

1963912930-8-15.535-884131421

1963913750-10.05667-15.97-88414871

1963914635-13.13333-16.44-88415771

1963915350-14.55-16.86167-884161451

19639151450-14.05-21.59167-884171031

1963918755-15.81667-26.16333-88418741

1963918850-15.81667-26.16667-88419242

19639182115-15.8-28.03667-88420401

19639182120-15.8-28.03333-88421242

19639191915-15.8-31.22333-88422731

19639191930-15.8-31.21667-88423242

19639201910-15.66667-33.26833-88424381

1963922190-15.63333-34.88334-884252161

196392690-15.65-36.95833-884261561

19631016430-4.933333-30.11667-88427241

1963101765-5.038333-31.005-884281271

196310192150-5.038333-33.05333-884293061

196310201845-4.993333-33.47833-884301481

19631024310-1.5-35.035-884312231

19631024330-1.5-35-88432982

196310261452-0.6833333-35.01333-884334031

1963102719503.33E-03-35-884345171

196310272006.67E-03-35-8843598.62

196310306100.5433334-34.94667-884361561

1963103122451.38-34.98-884372651

196310312301.383333-35-8843898.62

19645-88-88-885-42.5-884391201

19645-88-88-886-42.5-884401201

19645-88-88-887-42.5-884411201

19645-88-88-885-40-884422701

19645-88-88-883.75-38.75-884433001

19645-88-88-881.25-38.75-8844465.91

19645-88-88-880-40-8844563.31

19645-88-88-88-2-40-88446651

19645-88-88-88-1.25-36.25-8844763.31

1964599546.986667-44.98333-884481201

19645923465.95-45-884491611

196451018404.995-45.055-884502651

196451316563.496667-45.075-884511201

19645141233.036667-45.03667-884521461

19645159292.515-45.03-884531101

196451521301.535-45.11666-884542241

19645171310.8333333-45.05167-884553781

196451714320.485-45.365-884565701

196451714450.5-45.36666-884571102

196452000-0.1133333-39.99-884582481

196452010240.4766667-39.8-884592281

196452021500.875-39.80833-8846063.91

19645212002.468333-39.79833-884612481

19645212002.468333-39.8-8846265.92

1964522200-0.7733333-40.09167-884631901

19645231750-1.591667-40.13334-884641241

196452483-2.155-40.335-884653281

19649-88-88-8822.5-77.5-882371

1964121214053.68333-54.01667-884667621

196412157050.33333-47.98333-884679151

196412167051.58333-46.51667-884686081

1964121622052.33333-45.96667-8846911451

196412180053.65-44.23333-884707161

19651311021.78333-86.36667-884718391

19652148016.73333-76.15-884724851

196521520019.18333-75.43333-8847314971

196521816020.21667-73.58334-884748431

1965218162020.21667-73.55-8847512762

196522113017.85-68.6-884765431

19652222016.88333-68.65-884778141

196522213015.85-68.58334-884787551

19652236014.9-68.56667-884798361

196522316013.88333-68.6-884805951

19652244012.91667-68.75-884814201

196522519012.98333-63.96667-8848210661

19652266013.81667-64.08334-8848311581

19652276015.85-63.93333-884845491

196522716016.86667-63.98333-884857641

19652287018.36667-64.23333-884866281

19671-88-88-8822.5-72.5-88199501

19671-88-88-8818-18-882003001

19671-88-88-8818-19-882014001

19671-88-88-8816.25-18.75-882023501

19671-88-88-881-18-882032501

19671-88-88-880-18-882042501

19672-88-88-884-5-882053201

19672-88-88-884-6-882063601

19672-88-88-8822.5-72.5-882071001

19673-88-88-8822.5-72.5-882081701

19673-88-88-8817.5-72.5-882092001

19673-88-88-8812.5-72.5-882103001

19693-88-88-887-50-882113001

19693-88-88-8814-51-882124001

19693-88-88-887.333333-47.5-882131301

19693-88-88-887.333333-47.5-882143001

1969122285530.4-11.525-88522501

1969122504721.54167-17.31333-88523751

19691226203023.36833-16.95167-885241001

197018104722.01-36.93667-88525251

197011012520.83167-37.03-88526501

19701230219.468333-27.41167-885272501

197012311568.328333-26.32-885281001

1970125566.926667-24.56833-88529751

197012512306.138333-24.57333-88530501

197012622225.223333-24.47667-88531401

19702-88-88-8818.83333-36.25-88487701

19702-88-88-8818.83333-36.25-884881201

19702-88-88-8816.25-36.25-88489501

19702-88-88-8816.25-36.25-88490801

19702-88-88-8815-37.5-88491751

19702-88-88-8814-37.5-88492801

19702-88-88-8813-37.5-884931001

19702-88-88-8813.75-38.75-88494751

19702-88-88-8813.75-36.25-88495751

19702-88-88-8811.25-38.75-884963201

19702-88-88-8811.25-38.75-884973001

19702-88-88-8811.25-36.25-884983201

19702-88-88-8811.25-36.25-884992701

19702-88-88-8810-32.5-885001001

19702-88-88-8812-32.5-885012001

19702-88-88-8813.75-31.25-885021001

19702-88-88-8811.25-33.75-885031501

19702-88-88-8811.25-33.75-885042501

19702-88-88-8811.25-33.75-885052701

19702-88-88-886.25-28.75-885063001

19702-88-88-886.25-26.25-885075001

19702-88-88-885-28.75-88508501

19702-88-88-882-28.75-885091001

19702-88-88-880-28.75-885102001

19702-88-88-885-26.25-88511501

19702-88-88-882-26.25-885121201

19702-88-88-880-26.25-885132001

19702-88-88-881.25-26.25-885142501

19702-88-88-880-24.5-885152001

19702-88-88-88-2-24.5-88516751

19702-88-88-88-5-24.5-88517501

19702-88-88-88-7.5-24.5-88518501

19702-88-88-8810-24.5-88519751

19702-88-88-88-12-24.5-88520401

19702-88-88-88-15-24.5-88521401

19702-88-88-8821.25-36.25-88532251

19702-88-88-8821.25-36.25-88533501

19702-88-88-8817.5-37.5-88534321

1970118154015.31667-60.86167-883721

197011116010.63833-65.60333-884811

19701111122111.005-65.79667-885791

1970111575212.86667-69.525-886781

197011162814.39167-70.20834-887641

19701116194016.00667-70.94167-888671

19701119124520.18-73.60167-889331

19701119155320.24167-73.76334-8810211

19701119212520.18833-73.66666-8811311

1970112172520.165-73.37334-8812571

19701121224420.14667-73.185-8813251

1970112573518.33333-67.76-8814641

19701126154717.90667-68.48666-8815461

19701128171513.05-68.65833-8816681

1970112932511.90167-68.45667-8817571

1970112991911.52833-68.5-8818451

197012324410.725-65.66333-8819891

197012414012.34333-65.885-8820421

1970125183015.77-65.835-8821251

1970126232518.49167-64.01833-8822321

197012725418.45-63.93833-8823251

1970128102118.43167-63.82833-8824651

19701212223614.245-60.84833-8825331

19701216224111.34667-67.24333-88261171

1970122232512.15167-73.995-8827711

197012233459.853333-78.41833-8828521

19701223151110.695-78.505-8829371

1970122417014.31833-78.87666-8830411

19701225164216.51667-79.08334-8831321

19701227173518.93-79.32333-8832301

197111-88-88-88-37-26-88215701

197111-88-88-88-40-26-88216701

19724-88-88-88-8.75-33.75-885351001

19724-88-88-88-8.75-33.75-885361501

19724-88-88-8814.5-20-885373001

19724-88-88-8814.5-26.5-885381501

19724-88-88-883.75-23.75-88539501

19724-88-88-883.75-23.75-88540701

19724-88-88-8811.25-16.25-885415301

19724-88-88-8811.25-16.25-885427001

19724522309.871667-18.02667-885436501

19724614106.99-18.01-885442201

19724712203.755-18.035-885453201

1972497522.01-18.05-885462101

1972412729-0.6833333-17.98167-885473201

1972414982.51-18.04167-885484301

1972417165810.51667-18.04167-885494001

1972417165810.51667-18.03333-885506102

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1987720201011.08333-23.66667-8812143252

19877224358.3-23.98333-8812152441

19877224458.3-23.95-8812162162

19877234405.833333-24-8812171731

19877234505.816667-23.95-8812181402

19877244503.1-24.01667-8812191541

19877244552.983333-24.06667-8812201682

19877254300.2833333-24-8812212881

19877254400.1333333-24.11667-8812222732

19877264301.67E-02-23.96667-8812231741

1987727445-2.283333-24-8812241501

1987727450-2.216667-23.93333-8812251222

1987728430-4.95-23.98333-8812261521

1987729430-6.75-23.85-8812271081

1987729440-6.75-23.85-881228992

1987731430-6-18.23333-881229811

1987731440-6-18.23333-881230502

19878-88-88-883.716667-17.98333-8812311081

19878-88-88-887.216667-19.9-8812321021

19878-88-88-888.666667-21.11667-881233721

19878-88-88-884.916667-18.9-881234551

19878-88-88-881.783333-4.666667-8812351221

198781430-3.916667-18.11667-881236411

198781440-3.916667-18.11667-8812371113

198782410-2.516667-18.3-8812381661

1987821215-1.383333-17.95-8812391348

19878340-1.016667-17.95-8812401451

1987831200-18-8812411271

19878440-0.1833333-17.95-8812421831

19878812553-18.01667-881243921

1987881303-18.01667-881244802

1987894302.533333-18.01667-8812451011

1987891201.983333-18-8812461481

19878104201.516667-18-8812472661

19878101201-17.98333-8812482781

19878114200.5-18-8812491311

19878111200-17.98333-8812501811

1987812145-0.3333333-18.1-8812511051

1987824851.3-5.983333-8812521011

198782418300.8-6-881253941

19878251200.3-6-8812541451

19878264350.1666667-6-8812551481

1987826125-0.7-6.033333-8812561871

1987827430-1.2-6-8812571691

1987827120-1.716667-6.016667-8812581831

1987828430-2.2-6-8812591361

1987829430-3.166667-5.983333-8812601036

1987829440-3.166667-5.983333-8812611811

1987829120-3.7-6.033333-8812622681

198783040-4.183333-5.983333-8812631541

198783140-5.183333-6-8812641429

1987831410-5.183333-6-881265981

19879-88-88-88-6.5-6.683333-881266841

19879-88-88-88-6.383333-7.283333-8812671771

19879-88-88-88-6.3-7.616667-8812681191

19879-88-88-880.1666667-12-8812691808

19879-88-88-880.6666667-12-8812702051

19879-88-88-881.166667-11.98333-8812713909

19879-88-88-881.666667-12-8812721481

19879-88-88-882.166667-12-881273858

19879-88-88-882.666667-12-881274661

19879-88-88-883-12-881275868

19879-88-88-882.55-11.98333-881276751

19879140-6.2-6-8812771719

198791410-6.2-6-881278951

19879340-5.35-11.86667-8812791211

19879440-4.333333-12.01667-8812801929

198794410-4.333333-12.01667-8812811621

19879540-3.333333-11.98333-8812822115

198795410-3.333333-11.98333-8812831461

19879640-2.333333-12-8812842129

198796410-2.333333-12-8812851151

19879740-1.333333-12-8812861648

198797410-1.333333-12-881287991

198797160-0.8333333-12-8812881049

1987971610-0.8333333-12-8812891051

19879281209.45-14.76833-8812903081

1989107203621.03333-21.95-88129167.61

19891086021-21.46667-88129256.71

1989108133020.91667-20.41667-88129317.81

1989108203220.88333-19.83333-88129431

198910981020.98333-18.86667-88129515.61

1989109131021.01667-18.46667-88129627.51

1989109203421-18.06667-881297351

198910106021.43333-17.73333-881298193.71

198910109021.23333-17.75-881299182.41

19891010125021-17.48333-881300264.71

1989101023021-17.75-8813011941

19891010234521-17.75-8813021942

19891023201620.8-17.75-881303312.11

1989102622301.5-2-881304133.21

1989102716100.5-1.966667-881305105.51

1989102722140.05-2-881306871

1989102890-1-2-881307911

1989102960-1.5-2.016667-881308101.41

198910291115-2-2-881309132.81

19891029160-2.5-2-881310103.81

198910301055-3-1.983333-881311102.41

19891030200-3.266667-2-881312148.61

1989103160-4-2-8813132101

19891031120-4.5-1.966667-881314153.61

19891031170-4.716667-2.05-881315135.31

198911160-5.483333-2-8813161111

19891111150-6-2-88131769.31

1989112740-6-1-881318108.31

19891121220-5.5-1.016667-8813191141

1989112160-5.016667-0.9833333-881320120.51

1989113540-3.516667-0.9666666-881321127.11

19891131020-3-1-881322102.91

19891131445-2.5-0.9666666-88132366.71

19891141230-1.67E-02-0.9833333-88132480.51

19891116630-13-9-881325109.81

198911161230-12.4-8.966666-881326147.31

1989111760-12-8.983334-881327108.31

19891117110-11.5-9-881328125.41

198911171545-10.98333-9-881329147.71

1989111860-10.5-8.983334-881330191.41

198911181045-10-9-881331116.71

1989111960-9-9-88133271.41

198911191345-8-9-881333137.61

1989112060-7-8.5-881334132.51

198911201120-6.5-8.25-881335101.91

198911201620-6-8-881336104.91

19891122430-10.5-9.45-881337158.51

19891122645-10.5-9-881338128.31

198911221320-10.48333-8.483334-881339169.41

19891123430-10.5-7-881340120.41

1989122172520.86667-18.45-8813416.51

19891236021.01667-17.75-881342176.81

19891239021-17.5-881343568.91

1989123124521.25-17.75-8813441001

ZOO-Time

figure

CHL-Time

27

299

75

171

340

76

16

159

284

215

195

715

406

31

298

3307

Monthly distribution of zooplankton measurementsMonthly distribution of chlorophyll measurements

CHL-Time

75

2

42

19

97

0

10

185

71

49

0

51

189

0

57

32

46

78

0

54

Years

# of measurements

150

151

96

38

96

31

123

192

127

124

89

126

0

12

7

27

299

0

75

0

171

340

76

16

159

284

215

195

715

406

31

298

Years

# of measurements

176

121

301

348

447

448

664

438

381

417

85

55

Month

0-10m0-30mYearMonDayHoMinLatLonDepN_StYear

0.3670.32196852912057.833-13.783-88U7EX_96196866

2.4672.7196852912057.967-13.533-88U7EX_97196960

1.0331.06196853012057.5-12.8-88U7EX_100197060

1.9331.171196853012057.5-13.317-88U7EX_9819711812

4.5672.957196853012057.5-12.967-88U7EX_991972257

1.1671.14196853112057.5-12.417-88U7EX_10119735227

0.3330.304197112512031.437-11.448-88X6_91974351299

0.380.404197112612031.408-10.633-88X6_1019753510

0.3830.364197112712031.402-10.208-88X6_11197642675

0.4130.36619712212030-10.02-88X6_3119774260

0.410.42619712312029.995-11.015-88X6_321978597171

0.2350.32219712412029.25-11-88X6_341979937340

0.310.2819712512029.395-12.7-88X6_381980101376

0.3350.298197121012029.63-13.552-88X6_491981102916

0.3870.366197121112028.808-12.45-88X6_5219821188159

0.670.757197121212029.283-10.955-88X6_5519831472284

1.2051.023197121312030.015-10.462-88X6_5719841687215

0.4250.38197121412031.357-10.188-88X6_6319851882195

0.7530.6761972102012047.923-6.317-88PLA_219862597715

1.0731.0481972102112047.767-7.443-88PLA_319873003406Year distribution of chlorophyll measurements

0.610.5951972102112047.567-8.692-88PLA_41988303431

0.570.5481972102312047.577-9.038-88PLA_519893332298

0.6230.6181972102412047.512-9.715-88PLA_619903655323

0.670.6531972102612046.507-10.313-88PLA_71991375398

0.2930.288197211112044.447-4.732-88PLA_2319923881128

0.630.678197342512045.788-6.103-88PH32_7

0.9030.881197342612044.582-7.055-88PH32_10Month

1.2271.252197342612044.2-7.368-88PH32_111176176

2.342.159197342612044.138-8.002-88PH32_122297121

0.4620.502197342612045.44-6.38-88PH32_83598301

0.9631.074197342612044.982-6.823-88PH32_94946348

2.592.693197342712044.018-9.017-88PH32_1351393447

0.5260.493197342712043-10.633-88PH32_1661841448

0.2810.301197342812042.988-12.022-88PH32_1872505664

0.3580.405197342812043.502-12.008-88PH32_1982943438

0.2210.238197342812044.008-11.99-88PH32_2093324381

0.1780.191197342912045.01-12.005-88PH32_22103741417

0.390.361197342912046.013-12.008-88PH32_2411382685

1.3520.982197342912047-12-88PH32_26A12388155

0.4850.523197343012047-12-88PH32_26B

0.9570.906197343012048-12-88PH32_28

2.572.72219735112048.982-11.977-88PH32_30AMonthly distribution of chlorophyll measurements

1.1641.27119735112048.982-11.977-88PH32_30B

1.3581.54619735112050.005-12-88PH32_32

0.3880.419735312047.485-10.165-88PH32_41

2.4691.99519735412044.502-10.457-88PH32_45

0.3160.29819735412043.992-10.328-88PH32_46

0.6170.86319735512044.61-8.382-88PH32_49

0.6390.7519735512044.898-8.873-88PH32_50

0.3160.40619735512045.367-8.817-88PH32_51

0.9250.71319735612045.09-7.937-88PH32_52

0.3010.32119735612045.933-8.633-88PH32_54

3.3533.70419743812021.663-17.3-88AD18_10

2.982.62419743812021.703-17.403-88AD18_11

2.3031.84219743812021.717-17.53-88AD18_12

6.1335.862197431012021.217-17.8-88CR_1

8.1538.676197431212020.988-17.575-88AD18_27

5.4974.746197431212020.992-17.722-88AD18_28

1.9671.967197431312021.493-17.258-88CH_3

5.6276.616197431312021.4-18-88CR_2

4.75.108197431312021.417-17.9-88CR_3

1.4971.468197431312021.433-17.717-88CR_4

2.742.446197431312021.417-17.5-88CR_5

2.161.88197431312021.417-17.383-88CR_6

4.123.88197431312021.417-17.283-88CR_7

2.462.47197431312021.417-17.2-88CR_8

1.2571.194197431412021.007-17.292-88AD18_30

0.5330.517197431412021.45-17.108-88CH_6

2.4972.128197431412021.417-17.15-88CR_10

3.1033.068197431412021.417-17.117-88CR_9

0.9030.864197431512021.673-17.133-88AD18_31

4.124.012197431512021.683-17.233-88AD18_33

3.223.154197431512021.688-17.362-88AD18_34

2.4632.523197431512021.708-17.483-88AD18_35

0.3670.467197431512021.158-17.653-88CH_7

0.9330.7197431512021.15-17.633-88CH_8

1.71.68197431512021.6-17.9-88CR_11

1.982.21197431612021.67-17.388-88AD18_36

0.40.34197431612021.12-17.515-88CH_10

0.40.4197431612021.215-17.457-88CH_11

1.1331.117197431612021.333-17.367-88CH_12

4.0333.817197431612021.453-17.282-88CH_13

3.7333.783197431612021.563-17.205-88CH_14

1.1331.5197431612021.675-17.137-88CH_15

1.41.183197431612021.792-17.052-88CH_16

2.21.6197431612021.005-17.622-88CH_9

1.6271.686197431612021.158-17.133-88CR_12

3.743.464197431712021.538-17.732-88AD18_37

3.1332.667197431712021.233-17.508-88CH_18

1.6671.52197431712021.217-17.498-88CH_19

2.5873.038197431712021.417-17.233-88CR_19

5.243.91197431812021.773-17.718-88AD18_38

1.541.492197431812021.725-17.5-88AD18_39

1.911.912197431812021.675-17.367-88AD18_40

0.8130.984197431812021.667-17.233-88AD18_41

0.8130.826197431812021.65-17.133-88AD18_42

1.3931.254197431812021.633-17.037-88AD18_43

2.72.8197431812021.317-17.505-88CH_21

6.6674.05197431812021.212-17.522-88CH_22

3.9673.8197431812020.998-17.592-88CH_23

5.8675.633197431812021.15-17.507-88CH_24

2.6672.85197431812021.242-17.433-88CH_25

2.0571.888197431812021.717-17.467-88CR_20

2.9833.028197431812021.608-17.333-88CR_21

3.8933.778197431812021.567-17.65-88CR_22

1.3171.264197431912021.632-17.158-88AD18_44

2.7333.033197431912021.342-17.362-88CH_26

7.4336.7197431912021.057-17.527-88CH_28

2.2732.244197432012021.668-17.3-88AD18_45

7.1876.588197432012021.002-17.912-88AD18_46

4.644.432197432012020.985-17.747-88AD18_47

5.3955.04197432112021.013-17.57-88AD18_48

1.371.318197432112020.983-17.375-88AD18_49

1.241.194197432112020.973-17.267-88AD18_50

1.3371.31197432112020.995-17.133-88AD18_51

6.276.036197432112021.045-17.865-88AD18_52

6.35.967197432112021.028-17.842-88CH_29

87.35197432112021.027-17.845-88CH_31

5.2375.102197432212021.058-17.918-88AD18_53

2.6953.37197432212021.033-18.325-88AD18_54

3.0333.1197432212021.383-17.542-88CH_33

1.4871.582197432212021.783-17.05-88CR_31

1.6331.518197432212021.667-17.133-88CR_32

1.9531.952197432212021.525-17.25-88CR_33

3.8533.776197432212021.367-17.383-88CR_34

2.812.776197432312021.793-17.913-88AD14_056

3.2373.374197432312021.74-17.7-88AD14_057

2.932.694197432312021.75-17.57-88AD14_058

2.4132.328197432312021.645-17.297-88AD18_55

2.8172.784197432312021.793-17.913-88AD18_56

3.2433.38197432312021.74-17.7-88AD18_57

2.9332.698197432312021.75-17.57-88AD18_58

1.6671.667197432312021.442-17.172-88CH_35

3.934.272197432312021.233-17.5-88CR_35

3.4433.444197432312021.083-17.617-88CR_36

2.4772.478197432312021-17.617-88CR_37

2.3532.688197432312020.917-17.767-88CR_38

1.9452.303197432312021-17.75-88CR_39

3.973.486197432412021.717-17.408-88AD14_059

3.5473.488197432412021.672-17.28-88AD14_060

1.0831.054197432412021.655-17.108-88AD14_061

3.9773.494197432412021.717-17.408-88AD18_59

3.553.494197432412021.672-17.28-88AD18_60

1.091.06197432412021.655-17.108-88AD18_61

3.5333.617197432412021.385-17.585-88CH_37

5.934.51197432412021.4-17.933-88CR_40

5.0074.084197432412021.392-17.9-88CR_41

5.3334.28197432512021.15-17.767-88CH_39

2.6332.583197432512021-17.6-88CH_40

1.622.245197432512021.242-17.492-88CR_42

4.764.14197432512021.35-17.817-88CR_43

4.8274.084197432512021-17.713-88CR_44

1.151.52197432612021.112-17.52-88CH_41

2.1672.117197432612021.557-17.447-88CH_42

0.6670.983197432612021.333-17.37-88CH_43

2.5333.683197432612021.418-17.307-88CH_44

2.43.44197432612021.562-17.212-88CH_45

3.4332.9197432612021.677-17.13-88CH_46

5.5333.267197432612021.788-17.053-88CH_47

4.45.168197432612021-18.042-88CR_45

2.012.112197432612020.875-17.95-88CR_46

1.61.558197432612020.758-17.875-88CR_47

5.5273.736197432612020.683-17.7-88CR_48

3.5052.6197432612020.9-17.967-88CR_49

3.12.633197432712020.893-17.938-88CR_50

0.982.518197432812021.58-17.2-88CR_51

6.9874.756197432812021.533-17.033-88CR_53

11.1610.148197432812019.8-17.367-88CR_54

2.1871.94519744112021.633-17.1-88AD18_63

1.7271.819744112021.612-17.028-88AD18_64

0.820.83419744112021.632-17.402-88AD18_65

0.2850.29219744112021.603-17.525-88AD18_67

0.7970.78219744212021.663-17.892-88AD18_68

1.9331.87519744312020.702-17.658-88AD18_69

1.21.2419744412021.007-17.63-88CH_51

2.72.5419744412021.097-17.53-88CH_52

3.23.28319744412021.208-17.467-88CH_53

3.6673.53319744412021.325-17.342-88CH_54

3.1333.07119744412021.468-17.293-88CH_55

2.42.419744412021.55-17.217-88CH_56

3.33.0519744412021.667-17.142-88CH_57

1.21.3519744412021.79-17.05-88CH_58

4.5334.919744412021.62-17.515-88CH_59

1.1371.12619744512021.617-17.125-88AD18_71

5.174.86619744512021.645-17.353-88AD18_73

8.6336.419744512021.525-17.402-88CH_60

3.1333.2519744512021.438-17.283-88CH_61

2.6332.71719744512021.395-17.187-88CH_63

44.17519744612021.358-17.503-88AD18_74

10.0559.72319744612021.32-17.415-88AD18_75

3.533.76319744612021.317-17.267-88AD18_76

3.93.88319744612021.405-17.213-88CH_64

8.467819744612021.457-17.283-88CH_65

1211.8519744612021.493-17.383-88CH_66

5.27.11719744612021.605-17.537-88CH_67

4.5734.2519744812021.175-17.53-88AD18_81

2.1332.1619744912021.062-17.742-88CH_70

14.36710.917197441112020.905-17.402-88CH_71

5.975.877197441212021.6-17.283-88AD18_89

7.194.58197441212021.65-17.2-88AD18_91

12.63310.175197441212021.583-17.003-88CH_72

3.22.75197441212021.587-17.112-88CH_73

7.57.58197441212021.58-17.203-88CH_74

5.5674.76197441212021.583-17.278-88CH_75

1.0331.18197441412021.583-17.003-88CH_77

3.83.967197441412021.583-17.112-88CH_78

3.43.35197441412021.583-17.2-88CH_79

3.12.86197441412021.583-17.283-88CH_80

4.0333.317197441412021.583-17.382-88CH_81

4.0673.667197441412021.597-17.503-88CH_82

3.2673.517197441412021.583-17.117-88CH_83

3.5672.983197441412021.512-17.128-88CH_84

3.62.983197441512021.457-17.147-88CH_85

2.82.517197441512021.372-17.167-88CH_86

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