Forest Ecosystem Monitoring Cooperative

Global Evaluation of the Impacts of Storms on freshwater Habitat and Structure of phytoplankton Assemblages (GEISHA): Harp Derived Lake Physics High-Frequency Data

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Metadata Provider

  • 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

Abstract

    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/).

People

  • Jason Stockwell: Principal Investigator

  • Orlane Anneville: Principal Investigator

  • Vijay Patil: Principal Investigator

  • Michael Vanni: Content Provider

  • Tanner Williamson: Content Provider

  • Emily Nodine: Content Provider

  • Jennifer Graham: Content Provider

  • GEISHA Core: Content Provider

  • Jennie Brentrup: Content Provider

  • Gaël Dur: Content Provider

  • Sami Souissi: Content Provider

  • François Schmitt: Content Provider

  • Patrick Venail: Content Provider

  • Nico Salmaso: Content Provider

  • Chih-hao Hsieh: Content Provider

  • Marc Lajeunesse: Content Provider

  • Rita Adrian: Content Provider

  • Dietmar Straile: Content Provider

  • James Rusak: Content Provider

  • Aleksandra Lewandowska: Content Provider

  • Bastiaan Ibelings: Content Provider

  • Evelyn Gaiser: Content Provider

  • Lars Rudstam: Content Provider

  • Don Pierson: Content Provider

  • Belén Alfonso: Content Provider

  • Mikkel Anderson: Content Provider

  • Ruchi Bhattacharya: Content Provider

  • Sarah Burnet: Content Provider

  • Cayelan Carey: Content Provider

  • Laurence Carvalho: Content Provider

  • Chun-Wei Chang: Content Provider

  • Pablo Urrutia Cordero: Content Provider

  • Elvira de Eyto: Content Provider

  • David de Motta Marques: Content Provider

  • Lisette de Senerpont-Domis: Content Provider

  • Isabelle Domaizon: Content Provider

  • Jonathan Doubek: Content Provider

  • Claudia Dresti: Content Provider

  • Werner Eckert: Content Provider

  • Marieke Frassl: Content Provider

  • Mark Gessner: Content Provider

  • Scott Girdner: Content Provider

  • Hans-Peter Grossart: Content Provider

  • Josef Hejzlar: Content Provider

  • Scott Higgins: Content Provider

  • Irina Izaguirre: Content Provider

  • Stéphan Jacquet: Content Provider

  • Nasime Janathian: Content Provider

  • Theodore Alfred Kpodonu: Content Provider

  • Alo Laas: Content Provider

  • Monika LaPlante: Content Provider

  • Yury Lechinsky: Content Provider

  • María Llames: Content Provider

  • Mary Lofton: Content Provider

  • Jorrit Mesman: Content Provider

  • Chris Navitsky: Content Provider

  • Peeter Nõges: Content Provider

  • Tina Nõges: Content Provider

  • Maria Caldero: Content Provider

  • Francesco Pomati: Content Provider

  • Frédéric Rimet: Content Provider

  • Karsten Rinke: Content Provider

  • Michela Rogora: Content Provider

  • Steve Sadro: Content Provider

  • Torsten Seltmann: Content Provider

  • Angela Shambaugh: Content Provider

  • Frederic Soulignac: Content Provider

  • Karin Sparber: Content Provider

  • Hilary Swain: Content Provider

  • Mark Swinton: Content Provider

  • Stephen Thackeray: Content Provider

  • Wim Thiery: Content Provider

  • Viet Tran-Khac: Content Provider

  • Nicole van Lipzig: Content Provider

  • Piet Verburg: Content Provider

  • Valerie Wentzky: Content Provider

  • Harriet Wilson: Content Provider

  • R. Iestyn Woolway: Content Provider

  • Horacio Zagarese: Content Provider

  • Petr Znachor: Content Provider

  • Shin-Ichiro S. Matsuzaki: Content Provider

  • Tamar Zohary: Content Provider

  • Yaron Beeri-Shlevin: Content Provider

  • Rosalie Bruel: Content Provider

Keywords

  • storms, geisha, high-frequency, lake physics, lakes, stability,

Organizations

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

Geographic Coverage

  • Coordinates

    Data Table

    • Title: Harp Derived Lake Physics High-Frequency Data
    • Start Date: 2011-05-07
    • End Date: 2018-07-12
    • Description: Provides daily average estimates of a wide range of physical properties of the water column for Harp Lake based on high-frequency lake and weather data for 2011-2018. Average daily values of lake and weather data were first calculated using the openair() package in R v3.6.0 (Carslaw and Ropkins 2012), and then those daily data were 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.

    • Purpose: : 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/

    • Condensed Title: Z1561_3691_QBX5P8

    • Object Name: VMC.1561.3691

    • Data Type: mySQL
    • Citation: Stockwell JD, Bentrup JA, Bruel R, Doubek JP, Rusak J, Paterson A, OTHERS (2021) Harp Lake derived high-frequency lake physics data, 2011-2018. 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/harp-derived-lake-physics-high-frequency

    • Online Distribution: https://www.uvm.edu/femc/data/archive/project/geisha-stormblitzfr/dataset/harp-derived-lake-physics-high-frequency

    Attribute List

      Attribute Name: air_press_mb
      • Label: air_press_mb
      • Description: Average daily air pressure
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: millibar
      • Number Type: real
        • Bounds:
        • Minimum: 800
        • Maximum: 1200
      Attribute Name: air_press_mb_q
      • Label: air_press_mb_q
      • Description: Quantile of the average daily air pressure
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: air_temp_c
      • Label: air_temp_c
      • Description: Average daily air temperature
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: air_temp_c_q
      • Label: air_temp_c_q
      • Description: Quantile of average daily air temperature
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: avg_wind_m_s
      • Label: avg_wind_m_s
      • Description: Average daily wind speed
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: meters per second
      • Number Type: real
      Attribute Name: avg_wind_m_s_q
      • Label: avg_wind_m_s_q
      • Description: Quantile of average daily wind speed
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: date_dd_mm_yyyy
      • Label: date_dd_mm_yyyy
      • Description: date
      • Storage Type: date
      • Measurment Type: datetime
      • String Format: DD-MM-YYYY
      Attribute Name: day
      • Label: day
      • Description: day
      • Storage Type: int
      • Measurment Type: interval
      • Number Type: integer
        • Bounds:
        • Minimum: 1
        • Maximum: 31
      Attribute Name: doy
      • Label: doy
      • Description: Day of year
      • Storage Type: int
      • Measurment Type: interval
      • Number Type: integer
        • Bounds:
        • Minimum: 1
        • Maximum: 366
      Attribute Name: epi_temp_c
      • Label: epi_temp_c
      • Description: Average temperature of the epilimnion
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: epi_temp_c_q
      • Label: epi_temp_c_q
      • Description: Quantile of the average temperature of the epilimnion
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: hypo_temp_c
      • Label: hypo_temp_c
      • Description: Average temperature of the hypolimnion
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: hypo_temp_c_q
      • Label: hypo_temp_c_q
      • Description: Quantile of average temperature of the hypolimnion
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: lake
      • Label: lake
      • Description: Lake name
      • Storage Type: text
      • Measurment Type: nominal
      Attribute Name: lake_number
      • Label: lake_number
      • Description: Lake number
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
      Attribute Name: lake_number_q
      • Label: lake_number_q
      • Description: Quantile of lake number
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: max_bv
      • Label: max_bv
      • Description: Maximum Brunt–Väisälä frequency (= buoyancy frequency)
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: per second
      • Number Type: real
      Attribute Name: max_bv_q
      • Label: max_bv_q
      • Description: Quantile of maximum Brunt–Väisälä frequency (= maximum buoyancy frequency)
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: max_wind_m_s
      • Label: max_wind_m_s
      • Description: Average daily maximum wind speed
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: meters per second
      • Number Type: real
      Attribute Name: max_wind_m_s_q
      • Label: max_wind_m_s_q
      • Description: Quantile of average maximum daily wind speed
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: month
      • Label: month
      • Description: Month
      • Storage Type: int
      • Measurment Type: interval
      • Number Type: integer
        • Bounds:
        • Minimum: 1
        • Maximum: 12
      Attribute Name: radiation_j_sec_m2
      • Label: radiation_j_sec_m2
      • Description: Average daily shortwave radiation
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: joules per second per meter squared
      • Number Type: real
      Attribute Name: radiation_j_sec_m2_q
      • Label: radiation_j_sec_m2_q
      • Description: Quantile of daily shortwave radiation
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: rain_mm
      • Label: rain_mm
      • Description: Total daily rain
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: millimeter
      • Number Type: real
      Attribute Name: rain_mm_q
      • Label: rain_mm_q
      • Description: Quantile of total daily rain
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: rel_hum_perc
      • Label: rel_hum_perc
      • Description: Average relative humidity
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: percent
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 100
      Attribute Name: rel_hum_perc_q
      • Label: rel_hum_perc_q
      • Description: Quantile of the average relative humidity
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: schmidt
      • Label: schmidt
      • Description: Schmidt stability
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: joules per meter squared
      • Number Type: real
      Attribute Name: schmidt_q
      • Label: schmidt_q
      • Description: Quantile of Schmidt stability
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: stationid
      • Label: stationid
      • Description: Unique ID for location of sampling; could be more than one per lake
      • Storage Type: text
      • Measurment Type: nominal
      Attribute Name: tempdelta_0_10_c
      • Label: tempdelta_0_10_c
      • Description: Difference in temperature at 10-m depth and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: tempdelta_0_10_c_q
      • Label: tempdelta_0_10_c_q
      • Description: Quantile of the difference in temperature at 10-m depth and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: tempdelta_0_20_c
      • Label: tempdelta_0_20_c
      • Description: Difference in temperature at 20-m depth and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: tempdelta_0_20_c_q
      • Label: tempdelta_0_20_c_q
      • Description: Quantile of the difference in temperature at 20-m depth and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: tempdelta_0_5_c
      • Label: tempdelta_0_5_c
      • Description: Difference in temperature at 5-m depth and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: tempdelta_0_5_c_q
      • Label: tempdelta_0_5_c_q
      • Description: Quantile of the difference in temperature at 5-m depth and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: tempdelta_0_Zmax_c
      • Label: tempdelta_0_Zmax_c
      • Description: Difference in temperature at the bottom and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree Celsius
      • Number Type: real
      Attribute Name: tempdelta_0_Zmax_c_q
      • Label: tempdelta_0_Zmax_c_q
      • Description: Quantile of the difference in temperature at the bottom and the surface
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: wedderburn
      • Label: wedderburn
      • Description: Wedderburn number
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
      Attribute Name: wedderburn_q
      • Label: wedderburn_q
      • Description: Quantile of Wedderburn number
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: wind_dir_deg
      • Label: wind_dir_deg
      • Description: Direction from which the wind is blowing; ranges from 0 to < 360 degrees
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: degree
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 359.9999
      Attribute Name: wind_dir_deg_q
      • Label: wind_dir_deg_q
      • Description: Quantile of the average daily wind direction
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: year
      • Label: year
      • Description: Year
      • Storage Type: int
      • Measurment Type: interval
      • Number Type: integer
        • Bounds:
        • Minimum: 2008
        • Maximum: 2015
      Attribute Name: Zbv_m
      • Label: Zbv_m
      • Description: Depth of maximum buoyancy frequency (max bv)
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: meter
      • Number Type: real
      Attribute Name: Zbv_m_q
      • Label: Zbv_m_q
      • Description: Quantile of depth at maximum Brunt- Väisälä frequency (= buoyancy frequency)
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: Zmix_m
      • Label: Zmix_m
      • Description: Mixing depth
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: meter
      • Number Type: real
      Attribute Name: Zmix_m_q
      • Label: Zmix_m_q
      • Description: Quantile of mixing depth
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: Zmix_Ztc
      • Label: Zmix_Ztc
      • Description: Ratio of the mixing depth (Zmix_m) to thermocline depth
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
      Attribute Name: Zmix_Ztc_q
      • Label: Zmix_Ztc_q
      • Description: Quantile of the ratio of the mixing depth to thermocline depth
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1
      Attribute Name: Ztc_m
      • Label: Ztc_m
      • Description: Thermocline depth
      • Storage Type: decimal
      • Measurment Type: ratio
      • Unit: meter
      • Number Type: real
      Attribute Name: Ztc_m_q
      • Label: Ztc_m_q
      • Description: Quantile of thermocline depth
      • Storage Type: decimal
      • Measurment Type: ratio
      • Number Type: real
        • Bounds:
        • Minimum: 0
        • Maximum: 1

    Methods

    • No methods recorded for this dataset

    Sampling Equipment

    • No sampling equipment recorded for this dataset

    Site Characteristics

    • Site Description: Harp Lake

    • Minimum Altitude: 327 meters