Forest Ecosystem Monitoring Cooperative(802) 656-0683femc@uvm.eduwww.uvm.edu/femc705 Spear StreetSouth BurlingtonVermont05403United States of AmericaCentre for the Synthesis and Analysis of Biodiversity John Wesley Powell Center for Analysis and Synthesis funderGlobal Evaluation of the Impacts of Storms on freshwater Habitat and Structure of phytoplankton Assemblages (GEISHA)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/).Global Evaluation of the Impacts of Storms on freshwater Habitat and Structure of phytoplankton Assemblages (GEISHA)StockwellJasonAnnevilleOrlanePatilVijayVanniMichaelWilliamsonTannerNodineEmilyGrahamJenniferCoreGEISHABrentrupJennieDurGaëlSouissiSamiSchmittFrançoisVenailPatrickSalmasoNicoHsiehChih-haoLajeunesseMarcAdrianRitaStraileDietmarRusakJamesLewandowskaAleksandraIbelingsBastiaanGaiserEvelynRudstamLarsPiersonDonAlfonsoBelénAndersonMikkelBhattacharyaRuchiBurnetSarahCareyCayelanCarvalhoLaurenceChangChun-WeiUrrutia CorderoPablode EytoElvirade Motta MarquesDavidde Senerpont-DomisLisetteDomaizonIsabelleDoubekJonathanDrestiClaudiaEckertWernerFrasslMariekeGessnerMarkGirdnerScottGrossartHans-PeterHejzlarJosefHigginsScottIzaguirreIrinaJacquetStéphanJanathianNasimeKpodonuTheodore AlfredLaasAloLaPlanteMonikaLechinskyYuryLlamesMaríaLoftonMaryMesmanJorritNavitskyChrisNõgesPeeterNõgesTinaCalderoMariaPomatiFrancescoRimetFrédéricRinkeKarstenRogoraMichelaSadroSteveSeltmannTorstenShambaughAngelaSoulignacFredericSparberKarinSwainHilarySwintonMarkThackerayStephenThieryWimTran-KhacVietvan LipzigNicoleVerburgPietWentzkyValerieWilsonHarrietWoolwayR. IestynZagareseHoracioZnachorPetrMatsuzakiShin-Ichiro S.ZoharyTamarBeeri-ShlevinYaronBruelRosaliestormslakesphytoplanktoncyanobacteriaextreme weatherglobalKinneret Derived Lake Physics High-Frequency Data2003-01-062012-03-05Provides daily average estimates of a wide range of physical properties of the water column for Lake Kinneret based on high-frequency lake and weather data for 2003-2012. 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.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/Z1561_3722_9BA962VMC.1561.3722mySQLStockwell JD, Bentrup JA, Bruel R, Doubek JP, Lechinsky Y (2021) Lake Kinneret derived high-frequency lake physics data, 2003-2012. 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/kinneret-derived-lake-physics-high-frequencyhttps://www.uvm.edu/femc/CI4/data/archive/project/geisha-stormblitzfr/dataset/kinneret-derived-lake-physics-high-frequencyair_press_mbair_press_mbAverage daily air pressuredecimalreal8001200air_press_mb_qair_press_mb_qQuantile of the average daily air pressuredecimalreal01air_temp_cair_temp_cAverage daily air temperaturedecimalrealair_temp_c_qair_temp_c_qQuantile of average daily air temperature decimalreal01avg_wind_m_savg_wind_m_sAverage daily wind speeddecimalrealavg_wind_m_s_qavg_wind_m_s_qQuantile of average daily wind speeddecimalreal01date_dd_mm_yyyydate_dd_mm_yyyyDatedateDD-MM-YYYYdaydayDayintinteger131doydoyDay of yearintinteger1366epi_tempepi_tempAverage temperature of the epilimniondecimalrealepi_temp_qepi_temp_qQuantile of the average temperature of the epilimniondecimalreal01hypo_temphypo_tempAverage temperature of the hypolimniondecimalrealhypo_temp_qhypo_temp_qQuantile of average temperature of the hypolimniondecimalreal01lakelakeLake nametextlake_numberlake_numberLake numberdecimalreallake_number_qlake_number_qQuantile of lake numberdecimalreal01max_bvmax_bvMaximum Brunt- Väisälä frequency (= buoyancy frequency)decimalrealmax_bv_qmax_bv_qQuantile of maximum Brunt- Väisälä frequency (= maximum buoyancy frequency)decimalreal01max_wind_m_smax_wind_m_sAverage daily maximum wind speeddecimalrealmax_wind_m_s_qmax_wind_m_s_qQuantile of average maximum daily wind speeddecimalreal01monthmonthMonthintinteger112radiation_j_sec_m2radiation_j_sec_m2Average daily shortwave radiationdecimalrealradiation_j_sec_m2_qradiation_j_sec_m2_qQuantile of daily shortwave radiationdecimalreal01rain_mmrain_mmTotal daily raindecimalrealrain_mm_qrain_mm_qQuantile of total daily raindecimalreal01rel_hum_percrel_hum_percAverage relative humiditydecimalreal0100rel_hum_perc_qrel_hum_perc_qQuantile of the average relative humiditydecimalreal01schmidtschmidtSchmidt stabilitydecimalrealschmidt_qschmidt_qQuantile of schmidt stabilitydecimalreal01stationidstationidUnique ID fro location of sampling; could be more than one per laketexttempdelta_0_10_ctempdelta_0_10_cDifference in temperature at 10-m depth and the surfacedecimalrealtempdelta_0_10_c_qtempdelta_0_10_c_qQuantile fo the difference in temperature at 10-m depth and the surfacedecimalreal01tempdelta_0_20_ctempdelta_0_20_cDifference in temperature at 20-m depth and the surfacedecimalrealtempdelta_0_20_c_qtempdelta_0_20_c_qQuantile of the difference in temperature at 20-m depth and the surfacedecimalreal01tempdelta_0_5_ctempdelta_0_5_cDiffernce in temperature at 5-m depth and the surfacedecimalrealtempdelta_0_5_c_qtempdelta_0_5_c_qQuantile of the difference in temperature at 5-m depth and the surfacedecimalreal01tempdelta_0_Zmax_ctempdelta_0_Zmax_cDifference in temperature at the bottom and the surfacedecimalrealtempdelta_0_Zmax_c_qtempdelta_0_Zmax_c_qQuantile of the difference in temperature at the bottom and the surfacedecimalreal01wedderburnwedderburnWedderburn numberdecimalrealwedderburn_qwedderburn_qQuantile of Wedderburn numberdecimalreal01wind_dir_degwind_dir_degDirection from which the wind is blowing; ranges from 0 to <360 degreesdecimalreal0359.9999wind_dir_deg_qwind_dir_deg_qQuantile of the average daily wind directiondecimalreal01yearyearYearintinteger20032012Zbv_mZbv_mDepth of maximum buoyancy frequency (max_bv)decimalrealZbv_m_qZbv_m_qQuantile of the at maximum Brunt- Väisälä frequency (= buoyancy frequency)decimalreal01Zmix_mZmix_mMixing depthdecimalrealZmix_m_qZmix_m_qQuantile of mixing depthdecimalreal01Ztc_mZtc_mThermocline depthdecimalrealZtc_m_qZtc_m_qQuantile of thermocline depthdecimalreal01