Data Package Metadata   View Summary

LAGOS-US LIMNO

General Information
Data Package:
Local Identifier:edi.1439.4
Title:LAGOS-US LIMNO
Alternate Identifier:DOI PLACE HOLDER
Abstract:

The LAGOS-US LIMNO data package is one of the core data modules of LAGOS-US, an extensible research-ready platform designed to study the 479,950 lakes and reservoirs larger than or equal to 1 ha in the conterminous US (48 states plus the District of Columbia). The LIMNO module contains in situ observations of 47 specific variables for surface samples of lake physics, chemistry, and biology obtained from the Water Quality Portal, the National Lakes Assessment (2007, 2012, 2017), and NEON lakes. LIMNO provides 3,511,020 observations across the 47 parameters collected between 1975 and 2021 from 20,329 unique lakes; the number of observations per lake ranged from 1 to 20,605 with median = 32. The database design that supports the LAGOS-US research platform was created based on several important design features: lakes are the fundamental unit of consideration, all lakes in the spatial extent above the minimum size must be represented, and most information is connected to individual lakes. The design is modular, interoperable (the modules can be used with each other), and extensible (future database modules can be developed and used in the LAGOS-US research platform by others). Users are encouraged to use the other two core data modules that are part of the LAGOS-US platform: LOCUS (location, identifiers, and physical characteristics of lakes and their watersheds) and GEO (characteristics defining geospatial and temporal ecological setting quantified at multiple spatial divisions) that are each found in their own data packages.

Publication Date:2023-06-14
For more information:
Visit: DOI PLACE HOLDER

People and Organizations
Contact:Soranno, Patricia A (Michigan State University) [  email ]
Creator:Shuvo, Arnab K (University of Wisconsin-Madison)
Creator:Lottig, Noah R (University of Wisconsin-Madison)
Creator:Webster, Katherine E (Michigan State University)
Creator:Delany, Austin (University of Wisconsin-Madison)
Creator:Reinl, Kait (University of Wisconsin-Madison)
Creator:Gries, Corinna (University of Wisconsin-Madison)
Creator:Smith, Nicole (Michigan State University)
Creator:Poisson, Autumn C (Michigan State University)
Creator:McCullough, Ian M (Michigan State University)
Creator:Collins, Sarah M (University of Wyoming)
Creator:King, Katelyn B.S. (Michigan State University)
Creator:Phillips, E 
Creator:Cheruvelil, Kendra S (Michigan State University)
Creator:Soranno, Patricia A (Michigan State University)

Data Entities
Data Table Name:
chemistry_limno
Description:
The water chemistry observations in this file represent samples from a single day collected from the upper waters or epilimnion at a primary site representing each lake. Each row is identified by a unique sample_id that represents an individual chemical parameter (parameter_id) for a single sampling event (eventid_epi), lagoslakeid, cluster_id, and sample_date. In addition to the parameter_id and parameter_value, we also include the LAGOS-assigned censorcode and detection limit value where available.
Data Table Name:
sourcedata_limno
Description:
This file contains the source data corresponding to each observation in chemistry_limno linked via the unique sample_id. Included are the original units and values, source organization identifiers, legacy site identifiers, methods, sample qualifiers, and source sample site identifiers as described in the original data download. The table provides the LIMNO assigned conversion factors applied to harmonize values and detection limits.
Data Table Name:
cluster_information_limno
Description:
Unique site clusters were derived for each lake from sample site locations provided by the data sources. Individual sites were grouped into clusters of sites within 200 meters of each other. This data table provides the source_sample_siteid and location coordinates; cluster membership; mean and maximum inter-site distance of sites within the cluster; and cluster central coordinates.
Other Name:
LIMNO USER GUIDE for LAGOS-US_WorkingCopy.pdf
Description:
LIMNO GUIDE for LAGOS-US_v1.0
Other Name:
Supplementary files.zip
Description:
Supplementary files containing allsites_alldepths data, wqp conversion file, and R scripts used to create LAGOS-US LIMNO.
Other Name:
data_dictionary_limno.csv
Description:
Data dictionary - defines the columns within each data and metadata table (dictionary_type = table_dictionary) and provides information on data type, missing values, precision and units.
Other Name:
parameter_description_limno.csv
Description:
Parameter description - table provides additional information on each parameter, including units, upper and lower limits for inclusion, the set of WQP characteristic names queried to assemble values for the parameter. Parameters are grouped into themes which the user can use to select related parameters from the data table for analysis.
Other Name:
domain_dictionary_limno.csv
Description:
Domain dictionary - defines the domains for variables classified as factors. An example is the censorcode, which has 8 values depending on the availability of detection limit information.
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/f4b1df4f4544ba0d015690c923bf9868
Name:chemistry_limno
Description:The water chemistry observations in this file represent samples from a single day collected from the upper waters or epilimnion at a primary site representing each lake. Each row is identified by a unique sample_id that represents an individual chemical parameter (parameter_id) for a single sampling event (eventid_epi), lagoslakeid, cluster_id, and sample_date. In addition to the parameter_id and parameter_value, we also include the LAGOS-assigned censorcode and detection limit value where available.
Number of Records:3511020
Number of Columns:16

Table Structure
Object Name:chemistry_limno.csv
Size:450060577 bytes
Authentication:593daf1c5c1c797aa4f8402187b6a123 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 
Column Name:eventid_epi  
lagoslakeid  
sample_date  
sample_id  
parameter_id  
parameter_name  
parameter_value  
parameter_detectionlimit_value  
censorcode  
sample_depth_m  
source_sample_type  
cluster_id  
cluster_lat_dd  
cluster_lon_dd  
source_id  
source_sample_siteid  
Definition:unique key indicating a sampling event according to lake x sampling dateunique lake identifier developed by LAGOS USdate, as YYYY-MM-DD, when the lake was sampled by the source program; from the WQP field ActivityStartDate, the calendar date on which the field activity is started.LIMNO assigned key assigned to each unique water chemistry observation as it is downloaded from the WQP; consists of the abbreviation of the state in the individual pull from the WQP and a sequential number separated by a dash.LIMNO assigned unique parameter identification numberLIMNO assigned parameter short namemeasurement reported by the source converted to the LIMNO designated standard unit for the parameterdetection limit reported by the source converted to the LIMNO designated standard unit for the parameterLIMNO assigned code indicating if the observation was not censored (NC) or censored (LE=less than or equal to)depth at which the sample was taken; if depth was inferred a sample depth of 0 was assigned.flag indicating whether the sample depth was inferred, specified, or unknown or whether the sample was collected as a depth integrated sample.unique identifier of the sample sites grouped into a co-located cluster; consists of the lagoslakeid, underscore, alphabetical cluster identifier.latitude of the central point of the site clusterlongitude of the central point of the site clusterWQP variable OrganizationIdentifier, a unique identifier of the data source of the observation.WQP variable MonitoringLocationIdentifier, designator used to describe the unique name, number, or code assigned to identify the monitoring location.
Storage Type:float  
float  
string  
string  
float  
string  
float  
float  
string  
float  
string  
string  
float  
float  
string  
string  
Measurement Type:ratiorationominalnominalrationominalratiorationominalrationominalnominalratiorationominalnominal
Measurement Values Domain:
Unitdimensionless
Typenatural
Min
Max1050693 
Unitdimensionless
Typenatural
Min
Max483387 
Definitiondate, as YYYY-MM-DD, when the lake was sampled by the source program; from the WQP field ActivityStartDate, the calendar date on which the field activity is started.
DefinitionLIMNO assigned key assigned to each unique water chemistry observation as it is downloaded from the WQP; consists of the abbreviation of the state in the individual pull from the WQP and a sequential number separated by a dash.
Unitdimensionless
Typenatural
Min
Max53 
DefinitionLIMNO assigned parameter short name
Unitdimensionless
Typereal
Min-340 
Max434000 
Unitdimensionless
Typereal
Min-0.067 
Max499900 
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeLE1
Definitionparameter_value less than or equal to the parameter_detectionlimit_value, detection limit value provided; qualifier and or comments provided
Source
Code Definition
CodeLE2
Definitionparameter_value less than or equal to the parameter_detectionlimit_value, detection limit value provided; qualifier and or comments missing
Source
Code Definition
CodeLE5
Definitionparameter_value is missing; detection limit present
Source
Code Definition
CodeLE6
Definitionparameter_value equals 0; detection limit value missing and neither qualifier nor comments provided
Source
Code Definition
CodeNC1
Definitionparameter_value greater than the parameter_detectionlimit_value, detection limit value provided; qualifier and or comments provided
Source
Code Definition
CodeNC2
Definitionparameter_value greater than the parameter_detectionlimit_value, detection limit value provided; neither qualifier or comments provided
Source
Code Definition
CodeNC3
Definitionparameter_detectionlimit_value is missing; qualifier and or comments are provided
Source
Code Definition
CodeNC4
Definitionparameter_detectionlimit_value is missing; neither qualifier or comments provided
Source
Unitmeter
Typereal
Min
Max14.9352 
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeINFERRED
Definitionsample depth were inferred from sample methods (e.g., grab, bucket, etc)
Source
Code Definition
CodeINTEGRATED
Definitionsample depth defined from a water column integrated sample
Source
Code Definition
CodeSPECIFIED
Definitionsample depth specified in the WQP data
Source
Definitionunique identifier of the sample sites grouped into a co-located cluster; consists of the lagoslakeid, underscore, alphabetical cluster identifier.
Unitdegree
Typereal
Min25.192067 
Max49.361667 
Unitdegree
Typereal
Min-124.653833 
Max-67.1397 
DefinitionWQP variable OrganizationIdentifier, a unique identifier of the data source of the observation.
DefinitionWQP variable MonitoringLocationIdentifier, designator used to describe the unique name, number, or code assigned to identify the monitoring location.
Missing Value Code:
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeY
Explmissing
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeN
Explavailable
CodeN
Explavailable
Accuracy Report:                                
Accuracy Assessment:                                
Coverage:                                
Methods:                                

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/fdc599cf0501e13423e19860a503fff3
Name:sourcedata_limno
Description:This file contains the source data corresponding to each observation in chemistry_limno linked via the unique sample_id. Included are the original units and values, source organization identifiers, legacy site identifiers, methods, sample qualifiers, and source sample site identifiers as described in the original data download. The table provides the LIMNO assigned conversion factors applied to harmonize values and detection limits.
Number of Records:3511020
Number of Columns:26

Table Structure
Object Name:sourcedata_limno.csv
Size:992536436 bytes
Authentication:58132c6ee0ae6998981afbc4c131808f Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 
Column Name:lagoslakeid  
sample_id  
parameter_id  
source_id  
source_name  
source_activityorg_name  
source_sample_siteid  
source_activityid  
source_comments  
source_parameter_name  
source_parameter_value  
source_parameter_unit  
source_value_qualifiercode  
parameter_conversionfactor  
source_detectionlimit_value  
source_detectionlimit_unit  
parameter_detectionlimit_conversionfactor  
source_detectionlimit_condition  
source_detectionlimit_type  
source_labmethod_usgspcode  
source_labmethod_description  
source_labmethod_id  
source_labmethod_name  
source_labmethod_qualifier  
source_samplesite_lat_dd  
source_samplesite_lon_dd  
Definition:unique lake identifier developed by LAGOS USLIMNO assigned key assigned to each unique water chemistry observation as it is downloaded from the WQP; consists of the abbreviation of the state being downloaded from the WQP and a sequential number separated by a dash.LIMNO assigned unique parameter identification numberWQP variable OrganizationIdentifier, a unique identifier of the data source of the observation.WQP variable OrganizationFormalName, the legal designator, i.e. formal name, of an organization.WQP variable ActivityConductingOrganizationText, name of the Organization conducting an activity.WQP variable MonitoringLocationIdentifier, designator used to describe the unique name, number, or code assigned to identify the monitoring location.WQP variable ActivityIdentifier, designator that uniquely identifies an activity within an organization.source comments formed by concatenated WQP variables ActivityCommentText,ResultCommentText, free text with general comments concerning the result.; ResultLaboratoryCommentText, remarks which further describe the laboratory procedures which produced the result; MeasureQualifierCode, a code used to identify any qualifying issues that affect the results; ResultDetectionConditionText, the textual descriptor of a result.WQP variable CharacteristicName, the object, property, or substance which is evaluated or enumerated by either a direct field measurement, a direct field observation, or by laboratory analysis of material collected in the field.WQP variable ResultMeasureValue, the reportable measure of the result for the chemical, microbiological or other characteristic being analyzed; some values are preceeded by a less than symbol.WQP variable ResultMeasure.MeasureUnitCode, the code that represents the unit for measuring the parameter.WQP variable MeasureQualifierCode, code used to identify any qualifying issues that affect the results.LIMNO assigned factor used to convert source parameter value to harmonized LIMNO unitsWQP variable DetectionQuantitationLimitMeasure.MeasureValue, constituent concentration that, when processed through the complete method, produces a signal that is statistically different from a blank.WQP variable DetectionQuantitationLimitMeasure.MeasureUnitCode, the code that represents the unit for measuring the item.LIMNO assigned factor used to convert the source detection limit to harmonized LIMNO unitsWQP variable ResultDetectionConditionText, the textual descriptor of a result.WQP variable DetectionQuantitationLimitTypeName, text describing the type of detection or quantitation level used in the analysis of a characteristic.WQP variable USGSPCode, 5-digit number used in the US Geological Survey computerized data system, National Water Information System (NWIS), to uniquely identify a specific constituent.WQP variable MethodDescriptionText, a brief summary that provides general information about the method.concatenated WQP variables ResultAnalyticalMethod.MethodIdentifierContext, Identifies the source or data system that created or defined the identifier; ResultAnalyticalMethod.MethodIdentifier, the identification number or code assigned by the method publisher.WQP variable ResultAnalyticalMethod.MethodName, the title that appears on the method from the method publisher.lab or field method information provided by the source on whether chlorophyll concentrations were corrected or uncorrected for pheophytin; if not specified this variable equals unknownWQP variable LatitudeMeasure, latitude coordinates of the sample site, NAD83, in decimal degreesWQP variable LongitudeMeasure, latitude coordinates of the sample site, NAD83, in decimal degrees
Storage Type:float  
string  
float  
string  
string  
string  
string  
string  
string  
string  
string  
string  
string  
float  
float  
string  
float  
string  
string  
float  
string  
string  
string  
string  
float  
float  
Measurement Type:rationominalrationominalnominalnominalnominalnominalnominalnominalnominalnominalnominalratiorationominalrationominalnominalrationominalnominalnominalnominalratioratio
Measurement Values Domain:
Unitdimensionless
Typenatural
Min
Max483387 
DefinitionLIMNO assigned key assigned to each unique water chemistry observation as it is downloaded from the WQP; consists of the abbreviation of the state being downloaded from the WQP and a sequential number separated by a dash.
Unitdimensionless
Typenatural
Min
Max53 
DefinitionWQP variable OrganizationIdentifier, a unique identifier of the data source of the observation.
DefinitionWQP variable OrganizationFormalName, the legal designator, i.e. formal name, of an organization.
DefinitionWQP variable ActivityConductingOrganizationText, name of the Organization conducting an activity.
DefinitionWQP variable MonitoringLocationIdentifier, designator used to describe the unique name, number, or code assigned to identify the monitoring location.
DefinitionWQP variable ActivityIdentifier, designator that uniquely identifies an activity within an organization.
Definitionsource comments formed by concatenated WQP variables ActivityCommentText,ResultCommentText, free text with general comments concerning the result.; ResultLaboratoryCommentText, remarks which further describe the laboratory procedures which produced the result; MeasureQualifierCode, a code used to identify any qualifying issues that affect the results; ResultDetectionConditionText, the textual descriptor of a result.
DefinitionWQP variable CharacteristicName, the object, property, or substance which is evaluated or enumerated by either a direct field measurement, a direct field observation, or by laboratory analysis of material collected in the field.
DefinitionWQP variable ResultMeasureValue, the reportable measure of the result for the chemical, microbiological or other characteristic being analyzed; some values are preceeded by a less than symbol.
DefinitionWQP variable ResultMeasure.MeasureUnitCode, the code that represents the unit for measuring the parameter.
DefinitionWQP variable MeasureQualifierCode, code used to identify any qualifying issues that affect the results.
Unitdimensionless
Typereal
Min0.001 
Max1e+06 
Unitdimensionless
Typereal
Min-0.067 
Max4000 
DefinitionWQP variable DetectionQuantitationLimitMeasure.MeasureUnitCode, the code that represents the unit for measuring the item.
Unitdimensionless
Typereal
Min0.001 
Max1e+06 
DefinitionWQP variable ResultDetectionConditionText, the textual descriptor of a result.
DefinitionWQP variable DetectionQuantitationLimitTypeName, text describing the type of detection or quantitation level used in the analysis of a characteristic.
Unitdimensionless
Typenatural
Min76 
Max99872 
DefinitionWQP variable MethodDescriptionText, a brief summary that provides general information about the method.
Definitionconcatenated WQP variables ResultAnalyticalMethod.MethodIdentifierContext, Identifies the source or data system that created or defined the identifier; ResultAnalyticalMethod.MethodIdentifier, the identification number or code assigned by the method publisher.
DefinitionWQP variable ResultAnalyticalMethod.MethodName, the title that appears on the method from the method publisher.
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Codecorrected
Definitionvalues for chlorophyll a were corrected for phaophytin
Source
Code Definition
CodeDL
Definitionvalues were at detection limit
Source
Code Definition
Codeuncorrected
Definitionvalues for chlorophyll a were not corrected for phaophytin
Source
Code Definition
Codeunknown
Definitionunknown if chlorophyll a values were corrected
Source
Unitdimensionless
Typereal
Min25.19206679 
Max49.361667 
Unitdimensionless
Typereal
Min-124.6538333 
Max-67.1397 
Missing Value Code:
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeY
Explmissing
CodeN
Explavailable
CodeY
Explmissing
CodeN
Explavailable
CodeN
Explavailable
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/824b259acddce3ebf5cb63aa5484127e
Name:cluster_information_limno
Description:Unique site clusters were derived for each lake from sample site locations provided by the data sources. Individual sites were grouped into clusters of sites within 200 meters of each other. This data table provides the source_sample_siteid and location coordinates; cluster membership; mean and maximum inter-site distance of sites within the cluster; and cluster central coordinates.
Number of Records:3511020
Number of Columns:13

Table Structure
Object Name:cluster_information_limno.csv
Size:435239814 bytes
Authentication:6afdc626972624d41cac68abdc0bccb2 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 
Column Name:lagoslakeid  
cluster_id  
cluster_lat_dd  
cluster_lon_dd  
source_sample_siteid  
source_samplesite_lat_dd  
source_samplesite_lon_dd  
lake_waterarea_ha  
lake_states  
lake_namelagos  
cluster_meandistance_m  
cluster_maxdistance_m  
cluster_sitedistance_m  
Definition:unique lake identifier developed by LAGOS USLIMNO assigned identification code for each cluster of sites within a lakelatitude of the center of the site clusterlongitude of the center of the site clusterWQP variable MonitoringLocationIdentifier, designator used to describe the unique name, number, or code assigned to identify the monitoring location.WQP variable LatitudeMeasure, latitude coordinates of the sample site, NAD83, in decimal degreesWQP variable LongitudeMeasure, latitude coordinates of the sample site, NAD83, in decimal degreessurface area of lake waterbody polygon from NHD comprised of open water; islands are excludedtwo-letter postal abbreviations of all states intersecting the focal lake polygonlake name from a combination of data sources; examples are GNIS, WQP, etc.mean distance between sites within the clustermaximum distance between sites within the clusterdistance between site and the cluster center
Storage Type:float  
string  
float  
float  
string  
float  
float  
float  
string  
string  
float  
float  
float  
Measurement Type:rationominalratiorationominalratioratiorationominalnominalratioratioratio
Measurement Values Domain:
Unitdimensionless
Typenatural
Min
Max483387 
DefinitionLIMNO assigned identification code for each cluster of sites within a lake
Unitdegree
Typereal
Min25.192067 
Max49.361667 
Unitdegree
Typereal
Min-124.653833 
Max-67.1397 
DefinitionWQP variable MonitoringLocationIdentifier, designator used to describe the unique name, number, or code assigned to identify the monitoring location.
Unitdegree
Typereal
Min25.19206679 
Max49.361667 
Unitdegree
Typereal
Min-124.6538333 
Max-67.1397 
Unithectare
Typereal
Min1.002 
Max165032.18 
Definitiontwo-letter postal abbreviations of all states intersecting the focal lake polygon
Definitionlake name from a combination of data sources; examples are GNIS, WQP, etc.
Unitmeter
Typereal
Min
Max101.823138317342 
Unitmeter
Typenatural
Min200 
Max200 
Unitmeter
Typereal
Min
Max161.795572189044 
Missing Value Code:
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeN
Explavailable
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
CodeY
Explmissing
Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Non-Categorized Data Resource

Name:LIMNO USER GUIDE for LAGOS-US_WorkingCopy.pdf
Entity Type:unknown
Description:LIMNO GUIDE for LAGOS-US_v1.0
Physical Structure Description:
Object Name:LIMNO USER GUIDE for LAGOS-US_WorkingCopy.pdf
Size:2359907 bytes
Authentication:90b892c2bed82dadbdf4427bd8d1036e Calculated By MD5
Externally Defined Format:
Format Name:application/pdf
Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/2d433d4e17b56655348398be037c3a47

Non-Categorized Data Resource

Name:Supplementary files.zip
Entity Type:unknown
Description:Supplementary files containing allsites_alldepths data, wqp conversion file, and R scripts used to create LAGOS-US LIMNO.
Physical Structure Description:
Object Name:Supplementary files.zip
Size:420103663 bytes
Authentication:e452bb2c08091bf98a9686465f23b37d Calculated By MD5
Externally Defined Format:
Format Name:application/zip
Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/205c2c37646f980e5e77790b86f4a38a

Non-Categorized Data Resource

Name:data_dictionary_limno.csv
Entity Type:unknown
Description:Data dictionary - defines the columns within each data and metadata table (dictionary_type = table_dictionary) and provides information on data type, missing values, precision and units.
Physical Structure Description:
Object Name:data_dictionary_limno.csv
Size:14553 bytes
Authentication:d8465702e41a85f664601da5e7b04341 Calculated By MD5
Externally Defined Format:
Format Name:text/csv
Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/0df262e8b73f9443b1bb626c012c3342

Non-Categorized Data Resource

Name:parameter_description_limno.csv
Entity Type:unknown
Description:Parameter description - table provides additional information on each parameter, including units, upper and lower limits for inclusion, the set of WQP characteristic names queried to assemble values for the parameter. Parameters are grouped into themes which the user can use to select related parameters from the data table for analysis.
Physical Structure Description:
Object Name:parameter_description_limno.csv
Size:7471 bytes
Authentication:b156841f07fc4727b0b1805e7d7a801d Calculated By MD5
Externally Defined Format:
Format Name:text/csv
Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/e6b757d6411a54a88896a2fa9ad63ae5

Non-Categorized Data Resource

Name:domain_dictionary_limno.csv
Entity Type:unknown
Description:Domain dictionary - defines the domains for variables classified as factors. An example is the censorcode, which has 8 values depending on the availability of detection limit information.
Physical Structure Description:
Object Name:domain_dictionary_limno.csv
Size:4487 bytes
Authentication:1a575e85f313558ce5bfb587e0d996b1 Calculated By MD5
Externally Defined Format:
Format Name:text/csv
Data:https://pasta-s.lternet.edu/package/data/eml/edi/1439/4/b3032918b1c5ccda8d4ee424be56862a

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 Vocabularylakes, ponds, watersheds, freshwater, limnology, geographic information systems, hydrography

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:

The following sections describe in detail the process we followed to create the LIMNO export. All steps were implemented with R scripts provided as supplemental data in EDI (Table XX). These steps refer largely to data downloaded from the WQP; steps specific to NLA/NEON data are described in each section. During this process, subsets of data that didn’t meet certain criteria were removed but retained as separate files (Table XX).

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: Arnab K Shuvo
Organization:University of Wisconsin-Madison
Email Address:
ashuvo@wisc.edu
Id:https://orcid.org/0000-0002-9069-3853
Individual: Noah R Lottig
Organization:University of Wisconsin-Madison
Email Address:
nrlottig@wisc.edu
Individual: Katherine E Webster
Organization:Michigan State University
Email Address:
katherine.e.webster@gmail.com
Id:https://orcid.org/0000-0002-6009-0146
Individual: Austin Delany
Organization:University of Wisconsin-Madison
Email Address:
addelany@gmail.com
Individual: Kait Reinl
Organization:University of Wisconsin-Madison
Email Address:
kreinl@wisc.edu
Individual: Corinna Gries
Organization:University of Wisconsin-Madison
Email Address:
cgries@wisc.edu
Individual: Nicole Smith
Organization:Michigan State University
Email Address:
nicole.j.smith@gmail.com
Individual: Autumn C Poisson
Organization:Michigan State University
Individual: Ian M McCullough
Organization:Michigan State University
Email Address:
mccul169@msu.edu
Individual: Sarah M Collins
Organization:University of Wyoming
Email Address:
Sarah.Collins@uwyo.edu
Individual: Katelyn B.S. King
Organization:Michigan State University
Email Address:
kingka21@msu.edu
Id:https://orcid.org/0000-0001-5471-842X
Individual: E Phillips
Individual: Kendra S Cheruvelil
Organization:Michigan State University
Email Address:
ksc@msu.edu
Id:https://orcid.org/0000-0003-1880-2880
Individual: Patricia A Soranno
Organization:Michigan State University
Email Address:
soranno@msu.edu
Id:https://orcid.org/0000-0003-1668-9271
Contacts:
Individual: Patricia A Soranno
Organization:Michigan State University
Email Address:
soranno@msu.edu
Id:https://orcid.org/0000-0003-1668-9271

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:
Geographic Region:
Description:Conterminous USA
Bounding Coordinates:
Northern:  49Southern:  25
Western:  -125Eastern:  -67

Project

Parent Project Information:

Title:A macrosystems ecology framework for continental-scale prediction and understanding of lakes
Personnel:
Individual: Patricia A Soranno
Organization:Michigan State University
Email Address:
soranno@msu.edu
Id:https://orcid.org/0000-0003-1668-9271
Role:Principal Investigator
Funding: US National Science Foundation US NSF Macrosystems Biology Program grants, DEB‐1638679; DEB‐1638550, DEB‐1638539, DEB‐1638554,USDA National Institute of Food and Agriculture Hatch Project, Grant Number:176820

Maintenance

Maintenance:
Description:completed
Frequency:
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'
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

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

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