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Global Evaluation of the Impacts of Storms on freshwater Habitat and Structure of phytoplankton Assemblages (GEISHA): Kivu Derived Lake Physics Sonde Data

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dataset_eml_metadataproviderheader

  • Forest Ecosystem Monitoring Cooperative

    • Address:
      705 Spear Street
      South Burlington, Vermont 05403
      United States of America

      Phone: (802) 391-4135
      Email: femc@uvm.edu
      Website: www.uvm.edu/femc

dataset_eml_abstractheader

    The Global Evaluation of the Impacts of Storms on freshwater Habitat and Structure of phytoplankton Assemblages (GEISHA) project is using long-term monitoring datasets and high-frequency data available through international networks to address questions about the impacts of storms on phytoplankton community in over 40 lakes across the globe. GEISHA has been developed within the context of the Global Lake Ecological Observatory Network (GLEON) initiative called “Storm-blitz”. “Storm-blitz” assembles an international group of investigators interested in contributing to theoretical discussions and sharing data to answer questions about the impacts of extreme events on phytoplankton communities. Although climate change is expected to cause more intense and frequent extreme weather events, we only have a basic understanding of how these events might alter freshwater phytoplankton communities. The storm-blitz group was created in 2016 and gathers 17 researchers with diverse skillsets and experiences to focus on data compilation and analysis (https://www.geisha-stormblitz.fr/).

dataset_eml_peopleheader

  • Jason Stockwell: dataset_eml_peopleprincipleinvestigator

  • Orlane Anneville: dataset_eml_peopleprincipleinvestigator

  • Vijay Patil: dataset_eml_peopleprincipleinvestigator

  • Michael Vanni: dataset_eml_peoplecontentprovider

  • Tanner Williamson: dataset_eml_peoplecontentprovider

  • Emily Nodine: dataset_eml_peoplecontentprovider

  • Jennifer Graham: dataset_eml_peoplecontentprovider

  • GEISHA Core: dataset_eml_peoplecontentprovider

  • Jennie Brentrup: dataset_eml_peoplecontentprovider

  • Gaël Dur: dataset_eml_peoplecontentprovider

  • Sami Souissi: dataset_eml_peoplecontentprovider

  • François Schmitt: dataset_eml_peoplecontentprovider

  • Patrick Venail: dataset_eml_peoplecontentprovider

  • Nico Salmaso: dataset_eml_peoplecontentprovider

  • Chih-hao Hsieh: dataset_eml_peoplecontentprovider

  • Marc Lajeunesse: dataset_eml_peoplecontentprovider

  • Rita Adrian: dataset_eml_peoplecontentprovider

  • Dietmar Straile: dataset_eml_peoplecontentprovider

  • James Rusak: dataset_eml_peoplecontentprovider

  • Aleksandra Lewandowska: dataset_eml_peoplecontentprovider

  • Bastiaan Ibelings: dataset_eml_peoplecontentprovider

  • Evelyn Gaiser: dataset_eml_peoplecontentprovider

  • Lars Rudstam: dataset_eml_peoplecontentprovider

  • Don Pierson: dataset_eml_peoplecontentprovider

  • Belén Alfonso: dataset_eml_peoplecontentprovider

  • Mikkel Anderson: dataset_eml_peoplecontentprovider

  • Ruchi Bhattacharya: dataset_eml_peoplecontentprovider

  • Sarah Burnet: dataset_eml_peoplecontentprovider

  • Cayelan Carey: dataset_eml_peoplecontentprovider

  • Laurence Carvalho: dataset_eml_peoplecontentprovider

  • Chun-Wei Chang: dataset_eml_peoplecontentprovider

  • Pablo Urrutia Cordero: dataset_eml_peoplecontentprovider

  • Elvira de Eyto: dataset_eml_peoplecontentprovider

  • David de Motta Marques: dataset_eml_peoplecontentprovider

  • Lisette de Senerpont-Domis: dataset_eml_peoplecontentprovider

  • Isabelle Domaizon: dataset_eml_peoplecontentprovider

  • Jonathan Doubek: dataset_eml_peoplecontentprovider

  • Claudia Dresti: dataset_eml_peoplecontentprovider

  • Werner Eckert: dataset_eml_peoplecontentprovider

  • Marieke Frassl: dataset_eml_peoplecontentprovider

  • Mark Gessner: dataset_eml_peoplecontentprovider

  • Scott Girdner: dataset_eml_peoplecontentprovider

  • Hans-Peter Grossart: dataset_eml_peoplecontentprovider

  • Josef Hejzlar: dataset_eml_peoplecontentprovider

  • Scott Higgins: dataset_eml_peoplecontentprovider

  • Irina Izaguirre: dataset_eml_peoplecontentprovider

  • Stéphan Jacquet: dataset_eml_peoplecontentprovider

  • Nasime Janathian: dataset_eml_peoplecontentprovider

  • Theodore Alfred Kpodonu: dataset_eml_peoplecontentprovider

  • Alo Laas: dataset_eml_peoplecontentprovider

  • Monika LaPlante: dataset_eml_peoplecontentprovider

  • Yury Lechinsky: dataset_eml_peoplecontentprovider

  • María Llames: dataset_eml_peoplecontentprovider

  • Mary Lofton: dataset_eml_peoplecontentprovider

  • Jorrit Mesman: dataset_eml_peoplecontentprovider

  • Chris Navitsky: dataset_eml_peoplecontentprovider

  • Peeter Nõges: dataset_eml_peoplecontentprovider

  • Tina Nõges: dataset_eml_peoplecontentprovider

  • Maria Caldero: dataset_eml_peoplecontentprovider

  • Francesco Pomati: dataset_eml_peoplecontentprovider

  • Frédéric Rimet: dataset_eml_peoplecontentprovider

  • Karsten Rinke: dataset_eml_peoplecontentprovider

  • Michela Rogora: dataset_eml_peoplecontentprovider

  • Steve Sadro: dataset_eml_peoplecontentprovider

  • Torsten Seltmann: dataset_eml_peoplecontentprovider

  • Angela Shambaugh: dataset_eml_peoplecontentprovider

  • Frederic Soulignac: dataset_eml_peoplecontentprovider

  • Karin Sparber: dataset_eml_peoplecontentprovider

  • Hilary Swain: dataset_eml_peoplecontentprovider

  • Mark Swinton: dataset_eml_peoplecontentprovider

  • Stephen Thackeray: dataset_eml_peoplecontentprovider

  • Wim Thiery: dataset_eml_peoplecontentprovider

  • Viet Tran-Khac: dataset_eml_peoplecontentprovider

  • Nicole van Lipzig: dataset_eml_peoplecontentprovider

  • Piet Verburg: dataset_eml_peoplecontentprovider

  • Valerie Wentzky: dataset_eml_peoplecontentprovider

  • Harriet Wilson: dataset_eml_peoplecontentprovider

  • R. Iestyn Woolway: dataset_eml_peoplecontentprovider

  • Horacio Zagarese: dataset_eml_peoplecontentprovider

  • Petr Znachor: dataset_eml_peoplecontentprovider

  • Shin-Ichiro S. Matsuzaki: dataset_eml_peoplecontentprovider

  • Tamar Zohary: dataset_eml_peoplecontentprovider

  • Yaron Beeri-Shlevin: dataset_eml_peoplecontentprovider

  • Rosalie Bruel: dataset_eml_peoplecontentprovider

dataset_eml_projectkeywordheader

  • storms, geisha, lake physics, lakes, stability, vertical profile,

Organizations

  • Centre for the Synthesis and Analysis of Biodiversity : funder
  • John Wesley Powell Center for Analysis and Synthesis : funder

dataset_eml_locationheader

  • dataset_eml_locationcords

    dataset_eml_datatableheader

    • dataset_eml_datatabletitle: Kivu Derived Lake Physics Sonde Data
    • dataset_eml_datatablestartdate: 2002-02-13
    • dataset_eml_datatableendate: 2014-06-04
    • dataset_eml_datatabledescription: Provides daily average estimates of a wide range of physical properties of the water column for Kivu based on manual sonde lake data and daily average weather data, for 2002-2014. Manual sonde data typically consisted of a single water column profile collected at weekly or bi-weekly intervals and the sonde data were matched with the corresponding daily average weather data and then used as input into rLakeAnalyzer() package in R v3.6.0 (Read et al. 2011). The daily average weather data are included. Quantiles of each variable (i.e., the ranked order as a proportion) are provided to facilitate evaluation of extreme observations.

    • dataset_eml_datatablepurpose: Please see GEISHA Project home page on FEMC website at https://www.uvm.edu/femc/data/archive/project/geisha-stormblitzfr or see the GEISHA website hosted by INRAE at https://www.geisha-stormblitz.fr/

    • dateset_eml_datatableshortname: Z1561_3721_JTLL3Z

    • dataset_eml_datatablephysicalobjectname: VMC.1561.3721

    • dataset_eml_datatabledatatype: mySQL
    • dataset_eml_datatablecitation: Stockwell JD, Bentrup JA, Bruel R, Doubek JP, Thiery W (2021) Lake Kivu derived sonde lake physics data, 2002-2014. Global Evaluation of the Impacts of Storms on freshwater Habitat and structure of phytoplankton Assemblages (GEISHA) Working Group, FRB Centre for the Synthesis and Analysis of Biodiversity and USGS John Wesley Powell Center. Available online at: https://www.uvm.edu/femc/data/archive/project/geisha-stormblitzfr/dataset/kivu-derived-lake-physics-sonde-data

    • dataset_eml_datatableonlinedistribution: https://vmc.w3.uvm.edu/vmcdevel/CI4/data/archive/project/geisha-stormblitzfr/dataset/kivu-derived-lake-physics-sonde-data

    dataset_eml_attributelistheader

      dataset_eml_attributelistname: air_press_mb
      • dataset_eml_attributelistlabel: air_press_mb
      • dataset_eml_attributelistdescription: Average daily air pressure
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: millibar
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 800
        • dataset_eml_attributelistboumdsmaximum: 1200
      dataset_eml_attributelistname: air_press_mb_q
      • dataset_eml_attributelistlabel: air_press_mb_q
      • dataset_eml_attributelistdescription: Quantile of the average daily air pressure
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: air_temp_c
      • dataset_eml_attributelistlabel: air_temp_c
      • dataset_eml_attributelistdescription: Average daily air temperature
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: air_temp_c_q
      • dataset_eml_attributelistlabel: air_temp_c_q
      • dataset_eml_attributelistdescription: Quantile of average daily air temperature
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: avg_wind_m_s
      • dataset_eml_attributelistlabel: avg_wind_m_s
      • dataset_eml_attributelistdescription: Average daily wind speed
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meters per second
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: avg_wind_m_s_q
      • dataset_eml_attributelistlabel: avg_wind_m_s_q
      • dataset_eml_attributelistdescription: Quantile of average daily wind speed
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: date_dd_mm_yyyy
      • dataset_eml_attributelistlabel: date_dd_mm_yyyy
      • dataset_eml_attributelistdescription: date
      • dataset_eml_attributeliststoragetype: date
      • dataset_eml_attributelistmeasurementtype: datetime
      • dataset_eml_attributelistformatstring: DD-MM-YYYY
      dataset_eml_attributelistname: day
      • dataset_eml_attributelistlabel: day
      • dataset_eml_attributelistdescription: day
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: interval
      • dataset_eml_attributelistnumbertype: integer
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 1
        • dataset_eml_attributelistboumdsmaximum: 31
      dataset_eml_attributelistname: doy
      • dataset_eml_attributelistlabel: doy
      • dataset_eml_attributelistdescription: Day of year
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: interval
      • dataset_eml_attributelistnumbertype: integer
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 1
        • dataset_eml_attributelistboumdsmaximum: 366
      dataset_eml_attributelistname: epi_temp_c
      • dataset_eml_attributelistlabel: epi_temp_c
      • dataset_eml_attributelistdescription: Average temperature of the epilimnion
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree Celsius
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: epi_temp_c_q
      • dataset_eml_attributelistlabel: epi_temp_c_q
      • dataset_eml_attributelistdescription: Quantile of the average temperature of the epilimnion
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: hypo_temp_c
      • dataset_eml_attributelistlabel: hypo_temp_c
      • dataset_eml_attributelistdescription: Average temperature of the hypolimnion
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree Celsius
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: hypo_temp_c_q
      • dataset_eml_attributelistlabel: hypo_temp_c_q
      • dataset_eml_attributelistdescription: Quantile of average temperature of the hypolimnion
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: lake
      • dataset_eml_attributelistlabel: lake
      • dataset_eml_attributelistdescription: Lake name
      • dataset_eml_attributeliststoragetype: text
      • dataset_eml_attributelistmeasurementtype: nominal
      dataset_eml_attributelistname: lake_number
      • dataset_eml_attributelistlabel: lake_number
      • dataset_eml_attributelistdescription: Lake number
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: lake_number_q
      • dataset_eml_attributelistlabel: lake_number_q
      • dataset_eml_attributelistdescription: Quantile of lake number
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: max_bv
      • dataset_eml_attributelistlabel: max_bv
      • dataset_eml_attributelistdescription: Maximum Brunt–Väisälä frequency (= buoyancy frequency)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: per second
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: max_bv_q
      • dataset_eml_attributelistlabel: max_bv_q
      • dataset_eml_attributelistdescription: Quantile of maximum Brunt–Väisälä frequency (= maximum buoyancy frequency)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: max_wind_m_s
      • dataset_eml_attributelistlabel: max_wind_m_s
      • dataset_eml_attributelistdescription: Average daily maximum wind speed
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meters per second
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: max_wind_m_s_q
      • dataset_eml_attributelistlabel: max_wind_m_s_q
      • dataset_eml_attributelistdescription: Quantile of average maximum daily wind speed
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: month
      • dataset_eml_attributelistlabel: month
      • dataset_eml_attributelistdescription: Month
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: interval
      • dataset_eml_attributelistnumbertype: integer
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 1
        • dataset_eml_attributelistboumdsmaximum: 12
      dataset_eml_attributelistname: radiation_j_sec_m2
      • dataset_eml_attributelistlabel: radiation_j_sec_m2
      • dataset_eml_attributelistdescription: Average daily shortwave radiation
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: joules per second per meter squared
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: radiation_j_sec_m2_q
      • dataset_eml_attributelistlabel: radiation_j_sec_m2_q
      • dataset_eml_attributelistdescription: Quantile of daily shortwave radiation
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: rain_mm
      • dataset_eml_attributelistlabel: rain_mm
      • dataset_eml_attributelistdescription: Total daily rain
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: millimeter
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: rain_mm_q
      • dataset_eml_attributelistlabel: rain_mm_q
      • dataset_eml_attributelistdescription: Quantile of total daily rain
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: rel_hum_perc
      • dataset_eml_attributelistlabel: rel_hum_perc
      • dataset_eml_attributelistdescription: Average relative humidity
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: percent
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 100
      dataset_eml_attributelistname: rel_hum_perc_q
      • dataset_eml_attributelistlabel: rel_hum_perc_q
      • dataset_eml_attributelistdescription: Quantile of the average relative humidity
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: percent
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: schmidt
      • dataset_eml_attributelistlabel: schmidt
      • dataset_eml_attributelistdescription: Schmidt stability
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: joules per meter squared
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: schmidt_q
      • dataset_eml_attributelistlabel: schmidt_q
      • dataset_eml_attributelistdescription: Quantile of Schmidt stability
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: secchi_m
      • dataset_eml_attributelistlabel: secchi_m
      • dataset_eml_attributelistdescription: Secchi depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meter
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: secchi_m_q
      • dataset_eml_attributelistlabel: secchi_m_q
      • dataset_eml_attributelistdescription: Quantile of secchi depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: Sow
      • dataset_eml_attributelistlabel: Sow
      • dataset_eml_attributelistdescription: Shape of water index (under development)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Sow_q
      • dataset_eml_attributelistlabel: Sow_q
      • dataset_eml_attributelistdescription: Quantile of the shape of water index (under development)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: stationid
      • dataset_eml_attributelistlabel: stationid
      • dataset_eml_attributelistdescription: Unique ID for location of sampling; could be more than one per lake
      • dataset_eml_attributeliststoragetype: text
      • dataset_eml_attributelistmeasurementtype: nominal
      dataset_eml_attributelistname: tempdelta_0_10_c
      • dataset_eml_attributelistlabel: tempdelta_0_10_c
      • dataset_eml_attributelistdescription: Difference in temperature at 10-m depth and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree Celsius
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: tempdelta_0_10_c_q
      • dataset_eml_attributelistlabel: tempdelta_0_10_c_q
      • dataset_eml_attributelistdescription: Quantile of the difference in temperature at 10-m depth and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: tempdelta_0_20_c
      • dataset_eml_attributelistlabel: tempdelta_0_20_c
      • dataset_eml_attributelistdescription: Difference in temperature at 20-m depth and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree Celsius
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: tempdelta_0_20_c_q
      • dataset_eml_attributelistlabel: tempdelta_0_20_c_q
      • dataset_eml_attributelistdescription: Quantile of the difference in temperature at 20-m depth and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: tempdelta_0_5_c
      • dataset_eml_attributelistlabel: tempdelta_0_5_c
      • dataset_eml_attributelistdescription: Difference in temperature at 5-m depth and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree Celsius
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: tempdelta_0_5_c_q
      • dataset_eml_attributelistlabel: tempdelta_0_5_c_q
      • dataset_eml_attributelistdescription: Quantile of the difference in temperature at 5-m depth and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: tempdelta_0_Zmax_c
      • dataset_eml_attributelistlabel: tempdelta_0_Zmax_c
      • dataset_eml_attributelistdescription: Difference in temperature at the bottom and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree Celsius
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: tempdelta_0_Zmax_c_q
      • dataset_eml_attributelistlabel: tempdelta_0_Zmax_c_q
      • dataset_eml_attributelistdescription: Quantile of the difference in temperature at the bottom and the surface
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: wedderburn
      • dataset_eml_attributelistlabel: wedderburn
      • dataset_eml_attributelistdescription: Wedderburn number
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: wedderburn_q
      • dataset_eml_attributelistlabel: wedderburn_q
      • dataset_eml_attributelistdescription: Quantile of Wedderburn number
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: wind_dir_deg
      • dataset_eml_attributelistlabel: wind_dir_deg
      • dataset_eml_attributelistdescription: Average direction from which the wind is blowing; ranges from 0 to < 360 degrees
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: degree
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 359.9999
      dataset_eml_attributelistname: wind_dir_deg_q
      • dataset_eml_attributelistlabel: wind_dir_deg_q
      • dataset_eml_attributelistdescription: Quantile of the average daily wind direction
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: year
      • dataset_eml_attributelistlabel: year
      • dataset_eml_attributelistdescription: Year
      • dataset_eml_attributeliststoragetype: int
      • dataset_eml_attributelistmeasurementtype: interval
      • dataset_eml_attributelistnumbertype: integer
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 2002
        • dataset_eml_attributelistboumdsmaximum: 2014
      dataset_eml_attributelistname: Zbv_m
      • dataset_eml_attributelistlabel: Zbv_m
      • dataset_eml_attributelistdescription: Depth of maximum buoyancy frequency (max_bv)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meter
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Zbv_m_q
      • dataset_eml_attributelistlabel: Zbv_m_q
      • dataset_eml_attributelistdescription: Quantile of depth at maximum Brunt–Väisälä frequency (= buoyancy frequency)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: Zeu_m
      • dataset_eml_attributelistlabel: Zeu_m
      • dataset_eml_attributelistdescription: Euphotic zone depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meter
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Zeu_m_q
      • dataset_eml_attributelistlabel: Zeu_m_q
      • dataset_eml_attributelistdescription: Quantile of the euphotic zone depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: Zeu_Zmix
      • dataset_eml_attributelistlabel: Zeu_Zmix
      • dataset_eml_attributelistdescription: Ratio of the euphotic zone depth (Zeu_m) to mixing depth (Zmix)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Zeu_Zmix_q
      • dataset_eml_attributelistlabel: Zeu_Zmix_q
      • dataset_eml_attributelistdescription: Quantile of the ratio of the euphotic zone depth (Zeu_m) to mixing depth (Zmix)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: Zmix_m
      • dataset_eml_attributelistlabel: Zmix_m
      • dataset_eml_attributelistdescription: Mixing depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meter
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Zmix_m_q
      • dataset_eml_attributelistlabel: Zmix_m_q
      • dataset_eml_attributelistdescription: Quantile of mixing depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: Zmix_Ztc
      • dataset_eml_attributelistlabel: Zmix_Ztc
      • dataset_eml_attributelistdescription: Ratio of the mixing depth (Zmix_m) to thermocline depth (Ztc_m)
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Zmix_Ztc_q
      • dataset_eml_attributelistlabel: Zmix_Ztc_q
      • dataset_eml_attributelistdescription: Quantile of the ratio of the mixing depth to thermocline depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1
      dataset_eml_attributelistname: Ztc_m
      • dataset_eml_attributelistlabel: Ztc_m
      • dataset_eml_attributelistdescription: Thermocline depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • Unit: meter
      • dataset_eml_attributelistnumbertype: real
      dataset_eml_attributelistname: Ztc_m_q
      • dataset_eml_attributelistlabel: Ztc_m_q
      • dataset_eml_attributelistdescription: Quantile of thermocline depth
      • dataset_eml_attributeliststoragetype: decimal
      • dataset_eml_attributelistmeasurementtype: ratio
      • dataset_eml_attributelistnumbertype: real
        • dataset_eml_attributelistbounds:
        • dataset_eml_attributelistboundsminimum: 0
        • dataset_eml_attributelistboumdsmaximum: 1

    dataset_eml_methodsheader

    • dataset_eml_noMethods

    dataset_eml_samplingheader

    • dataset_eml_noSamplingEquipment

    dataset_eml_sitecharacteristicsheader

    • dataset_eml_noSiteCharacteristics