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High-frequency sensor turbidity data collected by Stroud Water Research Center in a recovery reach of White Clay Creek site ID WCC040 from November 2014 through September 2017

General Information
Data Package:
Local Identifier:edi.487.1
Title:High-frequency sensor turbidity data collected by Stroud Water Research Center in a recovery reach of White Clay Creek site ID WCC040 from November 2014 through September 2017
Alternate Identifier:DOI PLACE HOLDER
Abstract:

High-frequency sensor data from a Campbell Scientific OSB3 (every 5-minutes) in a recovery reach at White Clay Creek from November 2014 through September 2017.

Funded by NSF, DEB as part of the LTREB grant, NFWF as part of the Hurricane Sandy Grant, PADEP as part of the Growing Greener Grant, and the Stroud Endowment for Environmental Research, to study the recovery of stream ecosystem structure and function during reforestation, Stroud Water Research Center.

The parameter in this data package is turbidity. Data is presented in two tables which likely have significant overlap. The raw data table presents the data exactly as it was downloaded from the Aquarius Database. It is formatted as a "wide" human-readable table. Turbidity at White Clay Creek Site WCC040 since 2014 OSB3 presents only the data from the respective sensors. These tables are gap filled for intervals greater than 10 minutes and less than 24 hours. It is organized as a long, tidy table and is optimal for machine readability.

All of the parameters and table are further explained in the metadata.

Publication Date:2021-09-27

Time Period
Begin:
2014-01-01
End:
2017-09-01

People and Organizations
Contact:Damiano, Sara (Stroud Water Research Center) [  email ]
Creator:Oviedo-Vargas, Diana (Stroud Water Research Center)
Creator:Jackson, John K (Stroud Water Research Center)
Creator:Daniels, Melinda (Stroud Water Research Center)
Creator:Peipoch, Marc (Stroud Water Research Center)
Associate:Montgomery, David S (Stroud Water Research Center, Sensor maintenance and upkeep; data management)
Associate:McCarthy, Kristen (Stroud Water Research Center, Sensor maintenance and upkeep; data management)

Data Entities
Data Table Name:
Turbidity at White Clay Creek Site WCC040 since 2014 OSB3 Raw data
Description:
Raw OSB3 turbidity data since 2014 for site ID WCC040
Data Table Name:
Turbidity at White Clay Creek Site WCC040 since 2014 OSB3
Description:
OSB3 turbidity data since 2014 for site ID WCC040
Detailed Metadata

Data Entities

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/487/1/c9a0bf08265d3e4b209bdb28effded34
Name:Turbidity at White Clay Creek Site WCC040 since 2014 OSB3 Raw data
Description:Raw OSB3 turbidity data since 2014 for site ID WCC040
Number of Records:256108
Number of Columns:2

Table Structure
Object Name:Turbidity at White Clay Creek Site WCC040 since 2014 OSB3 Raw data.csv
Size:6469247 byte
Authentication:456866005d2bbb3478bb3607f2a08885 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 utc_timeValue
Column Name:utc_time  
Value  
Definition:Date and time in UTC format (local time is EST, -5 hours)Turbidity from Campbell Scientific OSB3
Storage Type:dateTime  
float  
Measurement Type:dateTimeratio
Measurement Values Domain:
Formatm/d/yyyy h:mm
Precision
UnitnephelometricTurbidityUnit
Typereal
Missing Value Code:
CodeNA
ExplValue is missing
CodeNA
ExplValue is missing
Accuracy Report:    
Accuracy Assessment:    
Coverage:    
Methods:    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/487/1/194f78df2e3f0496eae8b849a94d2961
Name:Turbidity at White Clay Creek Site WCC040 since 2014 OSB3
Description:OSB3 turbidity data since 2014 for site ID WCC040
Number of Records:266590
Number of Columns:6

Table Structure
Object Name:Turbidity at White Clay Creek Site WCC040 since 2014 OSB3.csv
Size:16051520 byte
Authentication:7a52c73d5fae4c5b42fd74f31eede18c Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 UTC_TimeValueParameterInstrumentLevelUnit
Column Name:UTC_Time  
Value  
Parameter  
Instrument  
Level  
Unit  
Definition:Date and time in UTC format (local time is EST, -5 hours)Turbidity from Campbell Scientific OSB3, gap-filled for a continuous datasetTurbidity, a measure of suspended particlesCampbell Scientific OSB3This data has been gap-filled with SWRC R scriptUnit of Turbidity
Storage Type:dateTime  
float  
string  
string  
string  
string  
Measurement Type:dateTimerationominalnominalnominalnominal
Measurement Values Domain:
Formatm/d/yyyy h:mm
Precision
UnitnephelometricTurbidityUnit
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Codeturbidity
DefinitionTurbidity, a measure of suspended particles
Source
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeOSB3
DefinitionCampbell Scientific OSB3
Source
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Codecleaned
DefinitionThis data has been gap-filled with SWRC R script
Source
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeNTU
DefinitionUnit of Turbidity
Source
Missing Value Code:  
CodeNA
ExplValue is missing
        
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

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:
LTER Controlled Vocabularyaquatic ecosystems, streams, biogeochemistry, stream ecology
(No thesaurus)White Clay Creek, Stroud Water Research Center, time series, high-frequency

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:

Campbell Scientific OSB3 - Measures the turbidity of the stream every 5 minutes.

Instrument(s):Campbell Scientific OSB3

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@environmentaldatainitiative.org
Web Address:
https://environmentaldatainitiative.org
Creators:
Individual: Diana Oviedo-Vargas
Organization:Stroud Water Research Center
Email Address:
doviedo@stroudcenter.org
Id:https://orcid.org/0000-0001-9333-0962
Individual: John K Jackson
Organization:Stroud Water Research Center
Email Address:
jkjackson@stroudcenter.org
Id:https://orcid.org/0000-0002-1401-3035
Individual: Melinda Daniels
Organization:Stroud Water Research Center
Email Address:
mdaniels@stroudcenter.org
Id:https://orcid.org/0000-0002-1577-3597
Individual: Marc Peipoch
Organization:Stroud Water Research Center
Email Address:
mpeipoch@stroudcenter.org
Id:https://orcid.org/0000-0002-5943-831X
Contacts:
Individual: Sara Damiano
Organization:Stroud Water Research Center
Email Address:
sdamiano@stroudcenter.org
Associated Parties:
Individual: David S Montgomery
Organization:Stroud Water Research Center
Email Address:
davemont@stroudcenter.org
Role:Sensor maintenance and upkeep; data management
Individual: Kristen McCarthy
Organization:Stroud Water Research Center
Email Address:
kmccarthy@stroudcenter.org
Role:Sensor maintenance and upkeep; data management
Metadata Providers:
Individual: Charles Dow
Organization:Stroud Water Research Center
Email Address:
cdow@stroudcenter.org

Temporal, Geographic and Taxonomic Coverage

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

Time Period
Begin:
2014-01-01
End:
2017-09-01
Sampling Site: 
Description:Data collected within a recovery reach at White Clay Creek, site ID WCC040 at Stroud Water Research Center in Avondale, Pennsylvania.
Site Coordinates:
Longitude (degree): -75.78344Latitude (degree): 39.85899

Project

Parent Project Information:

Title:Trajectory for the recovery of stream ecosystem structure and function during reforestation
Personnel:
Individual: Diana Oviedo-Vargas
Organization:Stroud Water Research Center
Email Address:
doviedo@stroudcenter.org
Id:https://orcid.org/0000-0001-9333-0962
Role:Principal Investigator
Individual: John K Jackson
Organization:Stroud Water Research Center
Email Address:
jkjackson@stroudcenter.org
Id:https://orcid.org/0000-0002-1401-3035
Role:Principal Investigator
Individual: Melinda Daniels
Organization:Stroud Water Research Center
Email Address:
mdaniels@stroudcenter.org
Id:https://orcid.org/0000-0002-1577-3597
Role:Principal Investigator
Individual: Marc Peipoch
Organization:Stroud Water Research Center
Email Address:
mpeipoch@stroudcenter.org
Id:https://orcid.org/0000-0002-5943-831X
Role:Principal Investigator
Abstract:

Stream restoration in the United States is a multibillion-dollar industry. Yet long-term monitoring of its effectiveness is virtually nonexistent. Stroud Center scientists are studying restoration within White Clay Creek that involves the reforestation of meadows or pastures with native deciduous trees and the removal of invasive plant species. As the planted forest matures, researchers characterize the changes in the aquatic biological communities and their associated activity. Teachers are trained in the use of long-term environmental data as a means to enhance math skills, analytical abilities, and environmental knowledge of both students and teachers.

Additional Award Information:
Funder:National Science Foundation, Division of Environmental Biology
Number:1557063
Title:Long Term Research in Environmental Biology Grant
Additional Award Information:
Funder:National Science Foundation, Division of Environmental Biology
Number:1052716
Title:Long Term Research in Environmental Biology Grant
Additional Award Information:
Funder:National Fish and Wildlife Foundation
Number:43759
Title:Hurricane Sandy Grant
Additional Award Information:
Funder:Pennsylvania Department of Environmental Protection
Number:4100071237
Title:Growing Greener Grant
Additional Award Information:
Funder:Stroud Endowment for Environmental Research
Title:Stroud Endowment for Environmental Research

Maintenance

Maintenance:
Description:

Data is collected from a high-frequency sensor data from a Campbell Scientific OSB3 (every 5 minutes) in a recovery reach at White Clay Creek as an ongoing data collection project.

Frequency:annually
Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n        '
        |___element 'metadata'
        |     |___text '\n            '
        |     |___element 'unitList'
        |     |     |___text '\n                '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'nephelometricTurbidityUnit'
        |     |     |     |  \___attribute 'name' = 'nephelometricTurbidityUnit'
        |     |     |     |___text '\n                    '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'Unit of Turbidity\n'
        |     |     |     |___text '\n                '
        |     |     |___text '\n            '
        |     |___text '\n        '
        |___text '\n    '

Additional Metadata

additionalMetadata
        |___text '\n        '
        |___element 'metadata'
        |     |___text '\n            '
        |     |___element 'emlEditor'
        |     |        \___attribute 'app' = 'ezEML'
        |     |        \___attribute 'release' = '2021.09.22'
        |     |___text '\n        '
        |___text '\n    '

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