Data Package Metadata View Summary

Time series of total and soluble iron and manganese concentrations from Falling Creek Reservoir, Beaverdam Reservoir and Carvins Cove Reservoir in southwestern Virginia, USA from 2014 through 2023

General Information

Data Package:

Local Identifier:

edi.718.5

Title:

Time series of total and soluble iron and manganese concentrations from Falling Creek Reservoir, Beaverdam Reservoir and Carvins Cove Reservoir in southwestern Virginia, USA from 2014 through 2023

Alternate Identifier:

DOI PLACE HOLDER

Abstract:

Depth profiles of total and soluble metals were sampled from 2014-2023 in two drinking-water reservoirs, Falling Creek Reservoir (FCR) and Beaverdam Reservoir (BVR), located in Vinton, Virginia, USA. Only Fe and Mn were analyzed from 2014-2019. The full suite of metals (Li, Na, Mg, Al, Si, K, Ca, Fe, Mn, Cu, Sr, Ba) were analyzed from 2020-2023. Both reservoirs are owned and operated by the Western Virginia Water Authority and are managed as secondary drinking-water sources for the city of Roanoke, VA. The dataset includes metals samples that were collected along a depth profile taken at the deepest site of the reservoir near the dam. Additional samples were collected at a gauged weir located on the primary inflow tributary, as well as at a secondary tributary, to Falling Creek Reservoir. Sampling frequency was approximately weekly during the summer and fall (May - October), approximately fortnightly during the spring (March - April), and approximately monthly during the winter (November - March).

Publication Date:

2024-04-18

For more information:
Visit:	DOI PLACE HOLDER

Time Period

Begin:

2014-04-01

End:

2023-12-04

People and Organizations
Contact:	Schreiber, Madeline E. (Virginia Tech) [ email ]
Creator:	Schreiber, Madeline E. (Virginia Tech)
Creator:	Wood, Cecelia E. (Virginia Tech)
Creator:	Breef-Pilz, Adrienne (Virginia Tech)
Creator:	Bauer, Carly E. (Virginia Tech)
Creator:	Haynie, George (Virginia Tech)
Creator:	Keverline, Ryan (Virginia Tech)
Creator:	Kricheldorf, Michael (Virginia Tech)
Creator:	Tipper, Evelyn (Virginia Tech)
Associate:	Parks, Jeffrey (Virginia Tech, analytical chemist)

Data Entities
Data Table Name:	Metals_2014_2023.csv
Description:	ICPMS data for water samples
Data Table Name:	site_descriptions.csv
Description:	Site numbers and corresponding latitude and longitude coordinates
Data Table Name:	Metals_maintenancelog_2014_2023.csv
Description:	Log describing dataset maintenance
Other Name:	Metals_qaqc_2020_2023.R
Description:	QAQC script which takes the output from ICPMS, cleans data, and flags errant data
Other Name:	Metals_Inspection_2014_2023.Rmd
Description:	Script that uses QAQC script to create the final dataframe and plots the data
Other Name:	Plot_function.R
Description:	Function to create output plots utilized by visual inspection script
Other Name:	Heatmap_EDI_function.R
Description:	Function to create heatmaps utilized in the plotting script

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/718/5/9c8c61b003923f4f03ebfe55cea8bbfd
Name:	Metals_2014_2023.csv
Description:	ICPMS data for water samples
Number of Records:	3777
Number of Columns:	53

Table Structure

Object Name:

Metals_2014_2023.csv

Size:

842247 bytes

Authentication:

b293316337c58ee95c58e6aa3e8f1e17 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:

Table Column Descriptions

Column Name:

Reservoir

Site

DateTime

Depth_m

TLi_mgL

SLi_mgL

TNa_mgL

SNa_mgL

TMg_mgL

SMg_mgL

TAl_mgL

SAl_mgL

TSi_mgL

SSi_mgL

TK_mgL

SK_mgL

TCa_mgL

SCa_mgL

TFe_mgL

SFe_mgL

TMn_mgL

SMn_mgL

TCu_mgL

SCu_mgL

TSr_mgL

SSr_mgL

TBa_mgL

SBa_mgL

Flag_DateTime

Flag_TLi_mgL

Flag_SLi_mgL

Flag_TNa_mgL

Flag_SNa_mgL

Flag_TMg_mgL

Flag_SMg_mgL

Flag_TAl_mgL

Flag_SAl_mgL

Flag_TSi_mgL

Flag_SSi_mgL

Flag_TK_mgL

Flag_SK_mgL

Flag_TCa_mgL

Flag_SCa_mgL

Flag_TFe_mgL

Flag_SFe_mgL

Flag_TMn_mgL

Flag_SMn_mgL

Flag_TCu_mgL

Flag_SCu_mgL

Flag_TSr_mgL

Flag_SSr_mgL

Flag_TBa_mgL

Flag_SBa_mgL

Definition:

Three-letter code corresponding to sampled reservoir

Sampling site within each reservoir

Date and time of sampling. All data were collected in the eastern time zone of the U.S.A., with daylight savings time observed

Depth of sample collection (from surface)

total lithium concentration

soluble lithium concentration

total sodium concentration

soluble sodium concentration

total magnesium concentration

soluble magnesium concentration

total aluminum concentration

soluble aluminum concentration

total silicon concentration

soluble silicon concentration

total potassium concentration

soluble potassium concentration

total calcium concentration

soluble calcium concentration

total iron concentration

soluble iron concentration

total manganese concentration

soluble manganese concentration

total copper concentration

soluble copper concentration

total strontium concentration

soluble strontium concentration

total barium concentration

soluble barium concentration

Data flag for DateTime

Data flag for total lithium (TLi)

Data flag for soluble lithium (SLi)

Data flag for total sodium (TNa)

Data flag for soluble sodium (SNa)

Data flag for total magnesium (TMg)

Data flag for soluble magnesium (SMg)

Data flag for total aluminum (TAl)

Data flag for soluble aluminum (SAl)

Data flag for total silicon (TSi)

Data flag for soluble silicon (SSi)

Data flag for total potassium (TK)

Data flag for soluble potassium (SK)

Data flag for total calcium (TCa)

Data flag for soluble calcium (SCa)

Data flag for total iron (TFe)

Data flag for soluble iron (SFe)

Data flag for total manganese (TMn)

Data flag for soluble manganese (SMn)

Data flag for total copper (TCu)

Data flag for soluble copper (SCu)

Data flag for total strontium (TSr)

Data flag for soluble strontium (SSr)

Data flag for total barium (TBa)

Data flag for soluble barium (SBa)

Storage Type:

string

float

date

float

string

Measurement Type:

nominal

ratio

dateTime

ratio

nominal

Measurement Values Domain:

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	BVR
Definition	Beaverdam Reservoir
Source

Code Definition

Code	CCR
Definition	Carvins Cove Reservoir
Source

Code Definition

Code	FCR
Definition	Falling Creek Reservoir
Source

Unit	dimensionless
Type	natural
Min	40
Max	501

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

Unit	meter
Type	real
Min	0.1
Max	21

Unit	milligramsPerLiter
Type	real
Min	5e-04
Max	0.015

Unit	milligramsPerLiter
Type	real
Min	5e-04
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Unit	milligramsPerLiter
Type	real
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Max	16.5664

Unit	milligramsPerLiter
Type	real
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Unit	milligramsPerLiter
Type	real
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Max	18.1732

Unit	milligramsPerLiter
Type	real
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Max	18.4412

Unit	milligramsPerLiter
Type	real
Min	0.001
Max	2.52384

Unit	milligramsPerLiter
Type	real
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Max	0.2066

Unit	milligramsPerLiter
Type	real
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Max	15.9445

Unit	milligramsPerLiter
Type	real
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Max	13.96736

Unit	milligramsPerLiter
Type	real
Min	0.3988
Max	2.824

Unit	milligramsPerLiter
Type	real
Min	0.3696
Max	28.242

Unit	milligramsPerLiter
Type	real
Min	1.0154
Max	56.5708

Unit	milligramsPerLiter
Type	real
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Max	57.5298

Unit	milligramsPerLiter
Type	real
Min	0.01
Max	64.7

Unit	milligramsPerLiter
Type	real
Min	0.01
Max	59.77

Unit	milligramsPerLiter
Type	real
Min	1e-04
Max	9.1062

Unit	milligramsPerLiter
Type	real
Min	1e-04
Max	8.3561

Unit	milligramsPerLiter
Type	real
Min	0.001
Max	0.0143

Unit	milligramsPerLiter
Type	real
Min	0.001
Max	0.0363

Unit	milligramsPerLiter
Type	real
Min	0.0072
Max	0.5372

Unit	milligramsPerLiter
Type	real
Min	0.007
Max	0.536

Unit	milligramsPerLiter
Type	real
Min	0.0084
Max	0.6675

Unit	milligramsPerLiter
Type	real
Min	0.006
Max	0.6622

Allowed Values and Definitions

Enumerated Domain

Code Definition

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Definition	no issues
Source

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Definition	sample not taken
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Enumerated Domain

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Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/718/5/5a1454801605a1237489e9c14d10ff2c
Name:	site_descriptions.csv
Description:	Site numbers and corresponding latitude and longitude coordinates
Number of Records:	10
Number of Columns:	5

Table Structure

Object Name:

site_descriptions.csv

Size:

1460 bytes

Authentication:

910ce9a42ba8ffc9a0609dbe06b1cab9 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:

Table Column Descriptions

Column Name:

Reservoir

Site

Site_description

Latitude

Longitude

Definition:

Three-letter code corresponding to sampled reservoir

Sampling site within each reservoir

Description of sampling site

Site latitude

Site longitude

Storage Type:

string

float

string

float

Measurement Type:

nominal

ratio

nominal

ratio

Measurement Values Domain:

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	BVR
Definition	Beaverdam Reservoir
Source

Code Definition

Code	CCR
Definition	Carvins Cove Reservoir
Source

Code Definition

Code	FCR
Definition	Falling Creek Reservoir
Source

Unit	dimensionless
Type	natural
Min	40
Max	501

Definition

Description of sampling site

Unit	degree
Type	real
Min	37.30325
Max	37.4169

Unit	degree
Type	real
Min	-79.9937
Max	-79.8159

Missing Value Code:

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/718/5/13db73cad372a4a40c2bb17c575fcdb4
Name:	Metals_maintenancelog_2014_2023.csv
Description:	Log describing dataset maintenance
Number of Records:	122
Number of Columns:	11

Table Structure

Object Name:

Metals_maintenancelog_2014_2023.csv

Size:

15409 bytes

Authentication:

ce3dfa50c6adb8ca9a7be5ddeaf0620d Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:

Table Column Descriptions

Column Name:

Reservoir

Site

Depth_m

Filter

DataStream

Sample_ID

Sample_Date

start_parameter

end_parameter

flag

notes

Definition:

Three-letter code corresponding to sampled reservoir

Sampling site within each reservoir

Depth of sample collection (from surface)

Code corresponding to a filtered or non filtered sample

Code corresponding to a data set nickname.

Code corresponding to the reservoir, depth, and filter status of each sample

Date of sampling

Name of start variable in sequence corresponding to name in the data table

Name of end variable in sequence corresponding to name in the data table

Data flag applied to associated variable

Notes from data manager on the maintenance or reason for changing the data

Storage Type:

string

float

string

float

date

string

Measurement Type:

nominal

ratio

nominal

ratio

dateTime

nominal

Measurement Values Domain:

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	BVR
Definition	Beaverdam Reservoir
Source

Code Definition

Code	CCR
Definition	Carvins Cove Reservoir
Source

Code Definition

Code	FCR
Definition	Falling Creek Reservoir
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	100
Definition	Inflow stream site on Tunnel Branch primary inflow to Falling Creek Reservoir; long-term monitoring site where gauged weir is located
Source

Code Definition

Code	100.1
Definition	ISCO sampler at inflow stream site on Tunnel Branch primary inflow to Falling Creek Reservoir
Source

Code Definition

Code	200
Definition	Inflow stream site on Falling Creek secondary inflow to Falling Creek Reservoir; also referred to as the wetland stream
Source

Code Definition

Code	50
Definition	Pelagic deep hole site at each reservoir
Source

Unit	meter
Type	real
Min	0.1
Max	21

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	S
Definition	Filtered sample referred to as a soluble sample
Source

Code Definition

Code	T
Definition	Non-filtered sample referred to as a total sample
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	Metals
Definition	Dataset including ICPMS analysis
Source

Unit	dimensionless
Type	natural
Min	1
Max	69

Format	YYYY-MM-DD
Precision

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	Ba_mgL
Definition	Barium
Source

Code Definition

Code	Li_mgL
Definition	Lithium
Source

Code Definition

Code	Mg_mgL
Definition	Magnesium
Source

Code Definition

Code	Mn_mgL
Definition	Manganese
Source

Code Definition

Code	Si_mgL
Definition	Silicon
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	Ba_mgL
Definition	Barium
Source

Code Definition

Code	Mg_mgL
Definition	Magnesium
Source

Code Definition

Code	Mn_mgL
Definition	Manganese
Source

Code Definition

Code	Si_mgL
Definition	Silicon
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	10
Definition	improper procedure and set to NA
Source

Code Definition

Code	6
Definition	non-standard method
Source

Code Definition

Code	8
Definition	abnormally high value determined by 3 standard deviations above mean or at data manager discretion and left in dataset
Source

Definition

Notes from data manager on the maintenance or reason for changing the data

Missing Value Code:

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Code	NA
Expl	value is missing

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Non-Categorized Data Resource

Name:

Metals_qaqc_2020_2023.R

Entity Type:

unknown

Description:

QAQC script which takes the output from ICPMS, cleans data, and flags errant data

Physical Structure Description:

Object Name:

Metals_qaqc_2020_2023.R

Size:

22473 bytes

Authentication:

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Externally Defined Format:

Format Name:

text/plain

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/718/5/452d5a44e4bccf2b87c0d234811d588f

Non-Categorized Data Resource

Name:

Metals_Inspection_2014_2023.Rmd

Entity Type:

unknown

Description:

Script that uses QAQC script to create the final dataframe and plots the data

Physical Structure Description:

Object Name:

Metals_Inspection_2014_2023.Rmd

Size:

21529 bytes

Authentication:

95f3ee552c9e7306f848418c66d2df16 Calculated By MD5

Externally Defined Format:

Format Name:

text/x-markdown

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/718/5/1fab6061efaf812ff79b1f254d829ca4

Non-Categorized Data Resource

Name:

Plot_function.R

Entity Type:

unknown

Description:

Function to create output plots utilized by visual inspection script

Physical Structure Description:

Object Name:

Plot_function.R

Size:

14893 bytes

Authentication:

fef801fc806a96ac2ac735465c8077df Calculated By MD5

Externally Defined Format:

Format Name:

text/plain

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/718/5/e55481a570ce3cddee9ebd01f5726528

Non-Categorized Data Resource

Name:

Heatmap_EDI_function.R

Entity Type:

unknown

Description:

Function to create heatmaps utilized in the plotting script

Physical Structure Description:

Object Name:

Heatmap_EDI_function.R

Size:

3810 bytes

Authentication:

46543e7f93b73bb22837987f2b4873a9 Calculated By MD5

Externally Defined Format:

Format Name:

text/plain

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/718/5/2aa1e3479e5c18c41a7fa082fa7bf71c

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:
carey lab controlled vocabulary	Carey Lab, Virginia Tech, Western Virginia Water Authority, Falling Creek Reservoir, Beaverdam Reservoir, Carvins Cove Reservoir, Virginia Reservoirs LTREB, LTREB, Virginia Reservoirs, BVR, CCR, FCR
cuahsi controlled vocabulary	Reservoir, Lake, iron, manganese
lter controlled vocabulary	Lakes

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:

WATER COLUMN SAMPLING: We collected water samples for total and soluble metal concentrations from Falling Creek Reservoir (FCR) and Beaverdam Reservoir (BVR) approximately fortnightly from March-April, weekly from May-October, and monthly from November-February. Water samples were collected at the deepest site of each reservoir using a 4-L Van Dorn sampler (Wildlife Supply Company, Yulee, FL). In FCR, water samples were collected at specified depths ranging from 0.1 m to 9.8 m. Additional water samples were collected from the primary inflow tributary as well as a secondary tributary. In BVR, water samples were collected at specified depths ranging from 0.1 m to 12.0 m. After collection, we poured raw water samples directly from the Van Dorn sampler into sample bottles for total metal analyses and we syringe-filtered water using 0.45 micron nylon filters into bottles for soluble metal analyses. All samples were preserved using trace metal grade nitric acid to pH less than 2.

SAMPLING TIMES: Most sampling occurred between the hours of 9:00 and 15:00. Some sampling occurred outside of these hours, including some overnight sampling; these instances are noted by the actual sampling time within the DateTime column. Samples with no exact sampling time recorded are reported as 12:00 in the DateTime column and flagged with a '1' in the Flag_DateTime column. Samples were collected in the America/New York Eastern Time Zone, which observed daylight savings time from approximately March to November in 2014-2020.

CHEMICAL ANALYSIS: In 2014-2015, samples were analyzed for Fe and Mn using an Inductively Coupled Plasma-Mass Spectrometer (ICP-MS; Thermo Electron X-Series) following APHA Standard Method 3125-B (American Public Health Association et al., 1998). Detection limits for Fe and Mn were 0.0008 mg/L and 0.0005 mg/L, respectively, in 2014 and 0.0012 mg/L and 0.00007 mg/L, respectively, in 2015. In 2016-2019, samples were analyzed for Fe and Mn using an Inductively Coupled Plasma Optical Emission Spectrometer (ICP-OES) using a Spectro ARCOS SOP (Side-On Plasma interface) instrument using methods similar to EPA 200.7 (EPA, 1994). Detection limits for Fe and Mn were 0.004 mg/L and 0.001 mg/L, respectively. Starting in 2020, samples were analyzed for Li, Na, Mg, Al, Si, K, Ca, Fe, Mn, Cu, Sr, and Ba using an Inductively Coupled Plasma-Mass Spectrometer (ICP-MS; Thermo Electron iCAP-RQ) following APHA Standard Method 3125-B (American Public Health Association et al., 1998). In 2020-2021, minimum reporting levels for Fe and Mn were 0.005 mg/L and 0.0001 mg/L, respectively. In 2023, minimum reporting levels for Fe and Mn are as listed in the MRL document: https://raw.githubusercontent.com/CareyLabVT/Reservoirs/master/Data/DataNotYetUploadedToEDI/Metals_Data/MRL_metals.txt. The minimum reporting levels for Li, Na, Mg, Al, Si, K, Ca, Cu, Sr, and Ba from 2020-2023 are also listed in the MRL document. We used the minimum reporting levels as the lower threshold for data in 2020-2023. Values that were below the minimum detection limit (for 2014-2019) or minimum reporting level (for 2020-2023) were flagged as '3' and set to the value of the minimum detection limit or minimum reporting level. Negative values were flagged as '4' and set to 0 in 2014-2022 and were set to the minimum reporting level in 2023.

Occasionally, unfiltered samples contain particulates. As particulates cannot be analyzed using ICPMS, samples with particulates were first microwave-digested with concentrated trace metal grade nitric acid (modified from EPA 3015a) prior to analysis and are flagged with a '6'. Please see Metals_maintenancelog_2014_2023 for more information about specific samples.

This data package includes 2 data files (Metals_2014_2023.csv), QAQC R script (metals_qaqc.R), maintenance log (Metals_maintenancelog_2014_2023.csv), visual inspection R script (Metals_Inspection_2014_2023.Rmd), sampling sites (site_descriptions.csv). The QAQC script includes functions to process data, remove outliers, and apply the maintenance log to clean the data files included in the package; the visual inspection script provides code for plotting the data files.

Multiple whole-ecosystem experiments have been conducted at Falling Creek Reservoir, including intermittent operation of hypolimnetic oxygenation (HOx) and pulsed epilimnetic mixing (EM) engineering systems. We encourage you to contact the lead author of the data package for more information.

People and Organizations

Publishers:

Organization:

Environmental Data Initiative

Email Address:

info@edirepository.org

Web Address:

https://edirepository.org

Id:

https://ror.org/0330j0z60

Creators:

Individual:

Madeline E. Schreiber

Organization:

Virginia Tech

Email Address:

mschreib@vt.edu

Id:

https://orcid.org/0000-0002-1858-7730

Individual:

Cecelia E. Wood

Organization:

Virginia Tech

Email Address:

cecelia@vt.edu

Id:

https://orcid.org/0000-0003-1488-2174

Individual:

Adrienne Breef-Pilz

Organization:

Virginia Tech

Email Address:

abreefpilz@vt.edu

Id:

https://orcid.org/0000-0002-6759-0063

Individual:

Carly E. Bauer

Organization:

Virginia Tech

Email Address:

carlyeb@vt.edu

Id:

https://orcid.org/0009-0006-5955-8932

Individual:

George Haynie

Organization:

Virginia Tech

Email Address:

georgeh0919@vt.edu

Individual:

Ryan Keverline

Organization:

Virginia Tech

Email Address:

rkeverline01@vt.edu

Individual:

Michael Kricheldorf

Organization:

Virginia Tech

Email Address:

mkricheldorf@vt.edu

Id:

https://orcid.org/0009-0009-7898-1957

Individual:

Evelyn Tipper

Organization:

Virginia Tech

Email Address:

etipper@vt.edu

Contacts:

Individual:

Madeline E. Schreiber

Organization:

Virginia Tech

Email Address:

mschreib@vt.edu

Id:

https://orcid.org/0000-0002-1858-7730

Associated Parties:

Individual:

Jeffrey Parks

Organization:

Virginia Tech

Email Address:

jparks@vt.edu

Id:

https://orcid.org/0000-0002-1269-6987

Role:

analytical chemist

Temporal, Geographic and Taxonomic Coverage

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

Time Period

Begin:

2014-04-01

End:

2023-12-04

Geographic Region:

Description:

Beaverdam Reservoir is located in Vinton, Virginia, USA

Bounding Coordinates:

Northern:	37.322865	Southern:	37.311961
Western:	-79.824834	Eastern:	-79.813848

Geographic Region:

Description:

Carvins Cove Reservoir is located in Roanoke, Virginia, USA

Bounding Coordinates:

Northern:	37.409127	Southern:	37.365345
Western:	-79.978642	Eastern:	-79.944052

Geographic Region:

Description:

Falling Creek Reservoir is located in Vinton, Virginia, USA

Bounding Coordinates:

Northern:	37.309589	Southern:	37.30266
Western:	-79.839249	Eastern:	-79.836009

Project

Parent Project Information:

Title:

No project title to report

Personnel:

Individual:

Cayelan C. Carey

Organization:

Virginia Tech

Email Address:

Cayelan@vt.edu

Id:

https://orcid.org/0000-0001-8835-4476

Role:

Principal Investigator

Funding:

Western Virginia Water Authority

Related Project:

Title:

Collaborative Research: Consequences of changing oxygen availability for carbon cycling in freshwater ecosystems

Personnel:

Individual:

Cayelan C. Carey

Organization:

Virginia Tech

Email Address:

Cayelan@vt.edu

Id:

https://orcid.org/0000-0001-8835-4476

Role:

Principal Investigator

Funding:

National Science Foundation 1753639

Related Project:

Title:

Collaborative Research: CIBR: Cyberinfrastructure Enabling End-to-End Workflows for Aquatic Ecosystem Forecasting

Personnel:

Individual:

Cayelan C. Carey

Organization:

Virginia Tech

Email Address:

Cayelan@vt.edu

Id:

https://orcid.org/0000-0001-8835-4476

Role:

Principal Investigator

Funding:

National Science Foundation 1933016

Related Project:

Title:

Collaborative Research: CIBR: Cyberinfrastructure Enabling End-to-End Workflows for Aquatic Ecosystem Forecasting

Personnel:

Individual:

Renato J. Figueiredo

Organization:

University of Florida

Email Address:

renato@acis.ufl.edu

Id:

https://orcid.org/0000-0001-9841-6060

Role:

Principal Investigator

Funding:

National Science Foundation 1933102

Related Project:

Title:

LTREB: Integrating real-time open data pipelines and forecasting to quantify ecosystem predictability at day to decadal scales

Personnel:

Individual:

Cayelan C. Carey

Organization:

Virginia Tech

Email Address:

Cayelan@vt.edu

Id:

https://orcid.org/0000-0001-8835-4476

Role:

Principal Investigator

Funding:

National Science Foundation 2327030

Related Project:

Title:

Collaborative Research: URoL:ASC: Applying rules of life to forecast emergent behavior of phytoplankton and advance water quality management

Personnel:

Individual:

Cayelan C. Carey

Organization:

Virginia Tech

Email Address:

Cayelan@vt.edu

Id:

https://orcid.org/0000-0001-8835-4476

Role:

Principal Investigator

Funding:

National Science Foundation 2318861

Maintenance

Maintenance:

Description:	ongoing
Frequency:

Additional Info

Additional Information:

Contributions to the 2022 revision: MES initiated metals sampling at Falling Creek Reservoir and Beaverdam Reservoir in 2014, and at Carvins Cove Reservoir in 2022. CLM served as the point person for data cleaning, analysis and QAQC from fall 2022 to present. CLM scripted the automation of raw data processing into publishable form with assistance from NWH. ABP led field crew and sampling efforts at all three reservoirs in 2022. NWH, BG and GH contributed substantially to preparation and sampling for field campaigns.

Acknowledgments and historical contributions: This data package has been iteratively updated over time and builds on the many historical contributions of co-authors listed in previous revisions. We thank the Western Virginia Water Authority for providing access to these sites, the Reservoir Group for contributing to fieldwork, and Gavin Moore for organizing samples in summer 2022.

Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n      '
        |___element 'metadata'
        |     |___text '\n         '
        |     |___element 'emlEditor'
        |     |     |___text '\n            '
        |     |     |___element 'app'
        |     |     |     |___text 'EMLassemblyline'
        |     |     |___text '\n            '
        |     |     |___element 'release'
        |     |     |     |___text '3.5.5'
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Copyright 2024 Environmental Data Initiative. This material is based upon work supported by the National Science Foundation under grants #2223103 and #2223104. Any opinions, findings, conclusions, or recommendations expressed in the material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. Please contact us with questions, comments, or for technical assistance regarding this web site or the Environmental Data Initiative. Please read our privacy policy to know what information we collect about you and to understand your privacy rights.

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

Data Package Metadata View Summary

Time series of total and soluble iron and manganese concentrations from Falling Creek Reservoir, Beaverdam Reservoir and Carvins Cove Reservoir in southwestern Virginia, USA from 2014 through 2023

Data Entities

Data Table

Data Table

Data Table

Non-Categorized Data Resource

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 Info

Additional Metadata

Recently Added

Recently Updated

Data Package Metadata View Summary

Time series of total and soluble iron and manganese concentrations from Falling Creek Reservoir, Beaverdam Reservoir and Carvins Cove Reservoir in southwestern Virginia, USA from 2014 through 2023

+/- Data Entities

Data Table

Data Table

Data Table

Non-Categorized Data Resource

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 Info

+/- Additional Metadata

Data Entities

Data Package Usage Rights

Keywords

Methods and Protocols

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Maintenance

Additional Info

Additional Metadata