Data Package Metadata View Summary

Lake thermal structure drives inter-annual variability in summer anoxia dynamics in a eutrophic lake over 37 years

General Information

Data Package:
Local Identifier:	knb-lter-ntl.389.1
Title:	Lake thermal structure drives inter-annual variability in summer anoxia dynamics in a eutrophic lake over 37 years
Alternate Identifier:	DOI PLACE HOLDER
Abstract:	Dataset to run a 37-year simulation (1979-2015) of the Lake Mendota lake ecosystem using the vertical 1D GLM-AED2 model. The focus of this modeling study is on determining the drivers of year-to-year variability in the spatial and temporal extent of hypolimnetic anoxia.
Publication Date:	2020-07-02

Time Period

Begin:

1979

End:

2015

People and Organizations
Contact:	Hanson, Paul C (UW-Madison) [ email ]
Contact:	Dugan, Hilary A (UW-Madison) [ email ]
Creator:	Ladwig, Robert (UW-Madison)
Creator:	Hanson, Paul C (UW-Madison)
Creator:	Dugan, Hilary A (UW-Madison)
Creator:	Carey, Cayelan C (Virginia Tech)
Creator:	Zhang, Yu (Los Alamos National Laboratory)
Creator:	Shu, Lele (UW-Davis)
Creator:	Duffy, Christopher (The Pennsylvania State University)
Creator:	Cobourn, Kelly M (Virginia Tech)

Data Entities
Data Table Name:	Mendota outflow 30 year data
Description:	Outflow driver data
Data Table Name:	Pheasant Branch 30 year data
Description:	Inflow driver data (Pheasant branch inlet)
Data Table Name:	Yahara 30 year data
Description:	Inflow driver data (Yahara inlet)
Data Table Name:	NLDAS2 data Mendota area
Description:	Meteorological driver data
Data Table Name:	output from model
Description:	Daily averaged output data
Other Name:	all configuration files
Description:	glm3 - Model configuration, aed2 - Water quality configuration, aed2_phyto_pars_NEW_30Jan19 - Phytoplankton configuration
Other Name:	output netCDF file
Description:	output in netCDF format
Other Name:	modle source code
Description:	GLM-AED General Lake Model Aquatic Ecodynamics source code

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/a27c054852f7353e875feb43426562d3
Name:	Mendota outflow 30 year data
Description:	Outflow driver data
Number of Records:	13513
Number of Columns:	2

Table Structure

Object Name:

input_Mendota_outflow_30year.csv

Size:

286301 bytes

Authentication:

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Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

time

FLOW

Definition:

Date and time information

Discharge

Storage Type:

date

float

Measurement Type:

dateTime

ratio

Measurement Values Domain:

Format	YYYY-MM-DD
Precision

Unit	meterCubedPerSecond
Type	real
Min	0.010029
Max	80.860744

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/22f4ccec7e1c276c31f7aa46d569ceba
Name:	Pheasant Branch 30 year data
Description:	Inflow driver data (Pheasant branch inlet)
Number of Records:	13513
Number of Columns:	15

Table Structure

Object Name:

input_Mendota_pheasant_branch_30year2xP.csv

Size:

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Authentication:

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Number of Header Lines:

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Orientation:

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Table Column Descriptions

Column Name:

time

FLOW

SALT

TEMP

PHS_frp

PHS_frp_ads

OGM_dop

OGM_pop

OGM_don

NIT_amm

NIT_nit

OGM_docr

CAR_dic

CAR_pH

SIL_rsi

Definition:

Date and time information

Discharge

Salinity

Water temperature

Phosphate

Adsorbed phosphorus

Dissolved organic phosphorus

Particulate organic phosphorus

Dissolved organic nitrogen

Ammonium

Nitrate

Refractory dissolved organic carbon

Dissolved inorganic carbon

pH (logarithmic)

Silica

Storage Type:

date

float

Measurement Type:

dateTime

ratio

Measurement Values Domain:

Format	YYYY-MM-DD hh:mm:ss
Precision

Unit	meterCubedPerSecond
Type	real
Min	0
Max	15.580328

Unit	kilogramPerMeterCubed
Type	whole
Min	0
Max	0

Unit	celsius
Type	real
Min	0.509429
Max	23.906947

Unit	millimolePerMeterCubed
Type	real
Min	0.2366
Max	8.2319

Unit	millimolePerMeterCubed
Type	real
Min	0.7851
Max	27.3123

Unit	millimolePerMeterCubed
Type	real
Min	0.3062
Max	10.6518

Unit	millimolePerMeterCubed
Type	real
Min	0.2422
Max	8.4258

Unit	millimolePerMeterCubed
Type	real
Min	2.0141
Max	57.1854

Unit	millimolePerMeterCubed
Type	real
Min	30.2154
Max	193.2432

Unit	millimolePerMeterCubed
Type	real
Min	20.1414
Max	571.8541

Unit	millimolePerMeterCubed
Type	real
Min	583.3333
Max	583.3333

Unit	millimolePerMeterCubed
Type	natural
Min	5000
Max	5000

Unit	molePerLiter
Type	real
Min	7.7
Max	7.7

Unit	millimolePerMeterCubed
Type	natural
Min	190
Max	190

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Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/d1fe2cff5a82872491201317bf6d2ef5
Name:	Yahara 30 year data
Description:	Inflow driver data (Yahara inlet)
Number of Records:	13513
Number of Columns:	15

Table Structure

Object Name:

input_Mendota_yahara_30year2xP.csv

Size:

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Authentication:

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Text Format:

Number of Header Lines:

Record Delimiter:

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Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

time

FLOW

SALT

TEMP

PHS_frp

PHS_frp_ads

OGM_dop

OGM_pop

OGM_don

NIT_amm

NIT_nit

OGM_docr

CAR_dic

CAR_pH

SIL_rsi

Definition:

Date and time information

Discharge

Salinity

Water temperature

Phosphate

Adsorbed phosphorus

Dissolved organic phosphorus

Particulate organic phosphorus

Dissolved organic nitrogen

Ammonium

Nitrate

Refractory dissolved organic carbon

Dissolved inorganic carbon

pH (logarithmic)

Silica

Storage Type:

date

float

Measurement Type:

dateTime

ratio

Measurement Values Domain:

Format	YYYY-MM-DD hh:mm:ss
Precision

Unit	meterCubedPerSecond
Type	real
Min	0.105376
Max	88.068338

Unit	kilogramPerMeterCubed
Type	whole
Min	0
Max	0

Unit	celsius
Type	real
Min	-1.394405
Max	29.099066

Unit	millimolePerMeterCubed
Type	real
Min	0.4358
Max	4.4677

Unit	millimolePerMeterCubed
Type	real
Min	0.9279
Max	9.5117

Unit	millimolePerMeterCubed
Type	real
Min	0.3619
Max	3.7096

Unit	millimolePerMeterCubed
Type	real
Min	0.1302
Max	1.3345

Unit	millimolePerMeterCubed
Type	real
Min	16.2335
Max	404.0166

Unit	millimolePerMeterCubed
Type	real
Min	0.3143
Max	719.8297

Unit	millimolePerMeterCubed
Type	real
Min	162.335
Max	4040.1661

Unit	millimolePerMeterCubed
Type	real
Min	583.3333
Max	583.3333

Unit	millimolePerMeterCubed
Type	natural
Min	5000
Max	5000

Unit	molePerLiter
Type	real
Min	7.7
Max	7.7

Unit	millimolePerMeterCubed
Type	natural
Min	33
Max	33

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Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/03311bdd45d8ec693aef0cb5bd7f23ce
Name:	NLDAS2 data Mendota area
Description:	Meteorological driver data
Number of Records:	333120
Number of Columns:	8

Table Structure

Object Name:

input_NLDAS2_Mendota_1979_2016_cell_5_GLMReady_cut_timezonecorr.csv

Size:

26168874 bytes

Authentication:

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Text Format:

Number of Header Lines:

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column

Simple Delimited:

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Table Column Descriptions

Column Name:

Date

ShortWave

LongWave

AirTemp

RelHum

WindSpeed

Rain

Snow

Definition:

Date and time information

Short-wave radiation

Long-wave radiation

Air temperature

Relative humidity

Wind speed

Rainfall

Snowfall

Storage Type:

date

float

Measurement Type:

dateTime

ratio

Measurement Values Domain:

Format	YYYY-MM-DD hh:mm:ss
Precision

Unit	wattPerMeterSquared
Type	real
Min	0
Max	924.3499756

Unit	wattPerMeterSquared
Type	real
Min	110.3499985
Max	511.1099854

Unit	celsius
Type	real
Min	-36.5000061
Max	43.51000366

Unit	percent
Type	real
Min	14.04599434
Max	112.3003

Unit	meterPerSecond
Type	real
Min	0.01
Max	15.2503018

Unit	meterPerDay
Type	real
Min	0
Max	1.014144

Unit	meterPerDay
Type	whole
Min	0
Max	0

Missing Value Code:

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
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Code	NA
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Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/d684a103c6e1b380d3f366322c5a34a5
Name:	output from model
Description:	Daily averaged output data
Number of Records:	13512
Number of Columns:	36

Table Structure

Object Name:

output_lake.csv

Size:

5154757 bytes

Authentication:

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Number of Header Lines:

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Orientation:

column

Simple Delimited:

Field Delimiter:	,
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Table Column Descriptions

Column Name:

time

Volume

Vol_Snow

Vol_Blue_Ice

Vol_White_Ice

Tot_Inflow_Vol

Tot_Outflow_Vol

Overflow_Vol

Evaporation

Rain

Local_Runoff

Snowfall

Lake_Level

Surface_Area

Blue_Ice_Thickness

Snow_Thickness

Snow_Density

White_Ice_Thickness

Albedo

Max_Temp

Min_Temp

Surface_Temp

Daily_Qsw

Daily_Qe

Daily_Qh

Daily_Qlw

Light

Benthic_Light

Surface_Wave_Height

Surface_Wave_Length

Surface_Wave_Period

LakeNumber

Max_dT_dz

CHE

z_L

Definition:

Date-Time

Lake volume

Snow volume

Blue ice volume

White ice volume

Total inflow volume

Total outflow volume

Overflow volume

Evaporation

Rainfall

Surface runoff

Snowfall

Water level of the lake

Lake surface area

Thickness of blue ice layer

Thickness of snow layer

Density of snow layer

Thickness of white ice layer

Albedoa

Maximum daily water temperature within lake

Minimum daily water temperature within lake

Surface temperature

Daily heat input from shortwave radiation

Daily latent (evaporative) heat lost from the lake

Daily sensible heat flux

Daily net longwave heat flux

Incident light intensity

Percetane of the lake bottom exceeding criticial threshold

Average surface wave height

Average surface wave length

Average surface wave period

Lake Number

Maximum recorded vertical temperature gradient

Bulk aerodynamic coefficient for momentum

Bulk aerodynamic coefficient for sensible heat transfer

Average Monin-Obkuhov length for atmospheric stability

Storage Type:

date

float

string

float

Measurement Type:

dateTime

ratio

nominal

ratio

Measurement Values Domain:

Format	YYYY-MM-DD hh:mm:ss
Precision

Unit	cubicMeter
Type	real
Min	460432106.691301
Max	486825000

Unit	cubicMeter
Type	real
Min	-3240.443197
Max	0

Unit	cubicMeter
Type	real
Min	0
Max	18001991.945981

Unit	cubicMeter
Type	whole
Min	0
Max	0

Unit	cubicMeterPerDay
Type	real
Min	11611.0368
Max	7969131.4752

Unit	cubicMeterPerDay
Type	real
Min	0
Max	6954442.4016

Unit	cubicMeterPerDay
Type	real
Min	0
Max	6629576.859702

Unit	cubicMeterPerDay
Type	real
Min	-466066.138513
Max	0

Unit	cubicMeterPerDay
Type	real
Min	0
Max	5844904.870185

Unit	cubicMeterPerDay
Type	whole
Min	0
Max	0

Unit	cubicMeterPerDay
Type	real
Min	0
Max	2668.884013

Unit	meter
Type	real
Min	24.308356
Max	25

Unit	squareMeter
Type	real
Min	37162344.244069
Max	39850000

Unit	meter
Type	real
Min	0
Max	0.51895

Unit	meter
Type	real
Min	-0.000168
Max	0

Unit	kilogramPerCubicMeter
Type	whole
Min	0
Max	500

Unit	meter
Type	whole
Min	0
Max	0

Unit	percent
Type	real
Min	0.060001
Max	0.435268

Unit	celsius
Type	real
Min	0.057253
Max	29.912091

Unit	celsius
Type	real
Min	-0.425387
Max	19.357316

Unit	celsius
Type	real
Min	-0.425387
Max	29.912091

Unit	joulePerDay
Type	real
Min	0
Max	269.156002

Unit	joulePerDay
Type	real
Min	-338.779359
Max	0

Unit	joulePerDay
Type	real
Min	-513.053124
Max	222.078519

Unit	joulePerDay
Type	real
Min	-190.138866
Max	65.780562

Unit	microEinsteinPerMeterSquared
Type	real
Min	0
Max	325.8394

Unit	percent
Type	whole
Min	0
Max	0

Unit	meter
Type	real
Min	0
Max	0.780993

Unit	meter
Type	real
Min	0
Max	16.515517

Unit	second
Type	real
Min	0
Max	3.252523

Definition

Lake Number

Unit	degreeCelsiusPerMeter
Type	real
Min	0.075015
Max	0.748034

Unit	dimensionless
Type	real
Min	0.0013
Max	0.0013

Unit	dimensionless
Type	real
Min	0.001477
Max	0.001477

Unit	dimensionless
Type	whole
Min	0
Max	0

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Non-Categorized Data Resource

Name:

all configuration files

Entity Type:

unknown

Description:

glm3 - Model configuration, aed2 - Water quality configuration, aed2_phyto_pars_NEW_30Jan19 - Phytoplankton configuration

Physical Structure Description:

Object Name:

configurations.zip

Size:

3832 bytes

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Data:

https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/c645b07f754eeede5a46bf0f6cef3d55

Non-Categorized Data Resource

Name:

output netCDF file

Entity Type:

unknown

Description:

output in netCDF format

Physical Structure Description:

Object Name:

output.zip

Size:

201550764 bytes

Authentication:

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Data:

https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/ef15e80ecf4d58bc79af372253f2f6f8

Non-Categorized Data Resource

Name:

modle source code

Entity Type:

unknown

Description:

GLM-AED General Lake Model Aquatic Ecodynamics source code

Physical Structure Description:

Object Name:

Source.zip

Size:

60725414 bytes

Authentication:

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Data:

https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/389/1/a51b8374bbed2c081931fbb518a0d583

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data (\"Data User\" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available \"as is.\" The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
(No thesaurus)	NTL LTER, North Temperate Lake LTER, Modeling, Lake, Aquatic Ecosystems, GLM-AED2, Anoxia

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package

Description:

For simulating Lake Mendota, a coupled 1D vertical hydrodynamic-ecological model GLM-AED2 (GLM: v.3.1.0a1, AED2: 1.3.4, developed by University of Western Australia) was used. The water quality module, AED2, was configured to simulate the dynamics of dissolved oxygen, silica, inorganic carbon, organic matter (refractory, particulate and dissolved C, N and P), inorganic matter (refractory, particulate and dissolved C, N and P) as well as PO4, NO3, and NH4, and two functional phytoplankton groups (representing diatoms and cyanobacteria). The model was run on an hourly time step and output data were saved at a daily timestep on noon. The thickness of each model layer (set to a maximum of 75 layers) could vary between 0.15 and 1.5 m with a minimum layer volume of 0.1 m3. Inflow data includes daily values of discharge, salinity, water temperature, phosphate concentrations, adsorbed phosphate concentrations, dissolved organic phosphorus concentrations, particulate organic phosphorus concentrations, dissolved organic nitrogen concentrations, ammonium concentrations, nitrate concentrations, refractory dissolved organic carbon concentrations, pH values, and silica concentrations. Meteorological data includes hourly values of short-wave radiation, long-wave radiation, air temperature, relative humidity, wind speed, rainfall, and snowfall.

People and Organizations

Creators:

Individual:

Robert Ladwig

Organization:

UW-Madison

Email Address:

rladwig2@wisc.edu

Id:

https://orcid.org/0000-0001-8443-1999

Individual:

Paul C Hanson

Organization:

UW-Madison

Email Address:

pchanson@wisc.edu

Id:

https://orcid.org/0000-0001-8533-6061

Individual:

Hilary A Dugan

Organization:

UW-Madison

Email Address:

hdugan@wisc.edu

Id:

https://orcid.org/0000-0003-4674-1149

Individual:

Cayelan C Carey

Organization:

Virginia Tech

Email Address:

cayelan@vt.edu

Individual:

Yu Zhang

Organization:

Los Alamos National Laboratory

Email Address:

zysight@gmail.com

Id:

https://orcid.org/0000-0002-9263-8428

Individual:

Lele Shu

Organization:

UW-Davis

Email Address:

lele.shu@gmail.com

Individual:

Christopher Duffy

Organization:

The Pennsylvania State University

Email Address:

cxd11@psu.edu

Individual:

Kelly M Cobourn

Organization:

Virginia Tech

Email Address:

kellyc13@vt.edu

Id:

https://orcid.org/0000-0002-8166-3302

Contacts:

Individual:

Paul C Hanson

Organization:

UW-Madison

Email Address:

pchanson@wisc.edu

Id:

https://orcid.org/0000-0001-8533-6061

Individual:

Hilary A Dugan

Organization:

UW-Madison

Email Address:

hdugan@wisc.edu

Id:

https://orcid.org/0000-0003-4674-1149

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period

Begin:

1979

End:

2015

Geographic Region:

Description:

Global

Bounding Coordinates:

Northern:	43.35417	Southern:	43.075706
Western:	-89.61781	Eastern:	-89.207116

Project

Parent Project Information:

Title:

ABI development grant

Personnel:

Individual:	Hilary A Dugan
Id:	https://orcid.org/0000-0003-4674-1149
Role:	Principal Investigator

Funding:

NSF 1759865

Maintenance

Maintenance:

Description:	completed
Frequency:

Other Metadata

Additional Metadata

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        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
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        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterCubedPerSecond'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'meterCubedPerSecond'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'kilogramPerMeterCubed'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'kilogramPerMeterCubed'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'molePerLiter'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'molePerLiter'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'millimolePerMeterCubed'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'millimolePerMeterCubed'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'wattPerMeterSquared'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'wattPerMeterSquared'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterPerDay'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'meterPerDay'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterPerSecond'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'meterPerSecond'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'cubicMeterPerDay'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'cubicMeterPerDay'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

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Data Package Metadata View Summary

Lake thermal structure drives inter-annual variability in summer anoxia dynamics in a eutrophic lake over 37 years

Data Entities

Data Table

Data Table

Data Table

Data Table

Data Table

Non-Categorized Data Resource

Non-Categorized Data Resource

Non-Categorized Data Resource

Data Package Usage Rights

Keywords

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Parent Project Information:

Maintenance

Additional Metadata

Recently Added

Recently Updated

Data Package Metadata View Summary

Lake thermal structure drives inter-annual variability in summer anoxia dynamics in a eutrophic lake over 37 years

+/- Data Entities

Data Table

Data Table

Data Table

Data Table

Data Table

Non-Categorized Data Resource

Non-Categorized Data Resource

Non-Categorized Data Resource

+/- Data Package Usage Rights

+/- Keywords

+/- Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

+/- People and Organizations

+/- Temporal, Geographic and Taxonomic Coverage

+/- Project

Parent Project Information:

+/- Maintenance

+/- Additional Metadata

Data Entities

Data Package Usage Rights

Keywords

Methods and Protocols

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Maintenance

Additional Metadata