Data Package Metadata View Summary

A unified dataset of co-located sewage pollution, periphyton, and benthic macroinvertebrate community and food web structure from Lake Baikal (Siberia)

General Information

Data Package:
Local Identifier:	edi.677.2
Title:	A unified dataset of co-located sewage pollution, periphyton, and benthic macroinvertebrate community and food web structure from Lake Baikal (Siberia)
Alternate Identifier:	DOI PLACE HOLDER
Abstract:	Sewage released from lakeside development can introduce nutrients and micropollutants that can restructure aquatic ecosystems. Lake Baikal, the world's most ancient, biodiverse, and voluminous lake, has been experiencing localized sewage pollution from lakeside settlements. Increasing filamentous algal abundance suggests benthic communities are responding to this localized pollution. We surveyed 40-km of Lake Baikal's southwestern shoreline 19-23 August 2015 for sewage indicators, including pharmaceuticals, personal care products, and microplastics with co-located periphyton, macroinvertebrate, stable isotope, and fatty acid sampling. Unique identifiers corresponding to sampling locations are retained throughout all data files to facilitate interoperability among the dataset's 150+ variables. The data are structured in a tidy format (a tabular arrangement familiar to limnologists) to encourage future reuse. For Lake Baikal studies, these data can support continued monitoring and research efforts. For global studies of lakes, these data can help characterize sewage prevalence and ecological consequences of anthropogenic disturbance across spatial scales.
Publication Date:	2021-06-29

Time Period

Begin:

2015-08-19

End:

2015-08-23

People and Organizations
Contact:	Meyer, Michael F (School of the Environment, Washington State University) [ email ]
Contact:	Hampton, Stephanie E (Center for Environmental Research Education and Outreach, Washington State University) [ email ]
Creator:	Meyer, Michael F (School of the Environment, Washington State University)
Creator:	Ozersky, Ted (Large Lakes Observatory, University of Minnesota - Duluth)
Creator:	Woo, Kara H (Center for Environmental Research Education and Outreach, Washington State University)
Creator:	Shchapov, Kirill (Large Lakes Observatory, University of Minnesota - Duluth)
Creator:	Galloway, Aaron W. E. (Oregon Institute of Marine Biology, University of Oregon)
Creator:	Schram, Julie B (Oregon Institute of Marine Biology, University of Oregon)
Creator:	Snow, Daniel D (School of Natural Resources, University of Nebraska-Lincoln)
Creator:	Timofeyev, Maxim A (Biological Research Institute, Irkutsk State University)
Creator:	Karnaukhov, Dmitry Yu. (Biological Research Institute, Irkutsk State University)
Creator:	Brousil, Matthew R (Center for Environmental Research Education and Outreach, Washington State University)
Creator:	Hampton, Stephanie E (Center for Environmental Research Education and Outreach, Washington State University)

Data Entities
Data Table Name:	Chlorophyll data
Description:	This file contains chlorophyll a concentrations in the water column as well as fluorometric corrections for each littoral and pelagic sampling location.
Data Table Name:	Inverse-distance-weighted population
Description:	This file contains inverse distance weighted, census-based human population data for each sampled location. Although the majority of sites do not have adjacent shoreline human developments, we calculated inverse distance weighted (IDW) population for each sampling location. IDW population is a generalized representation of the size of and proximity to a sampling location’s neighboring human settlements. As these population estimates are based on census data, they reflect static populations and do not account for seasonal population deviations from tourism.
Data Table Name:	Acid profiles
Description:	This file contains fatty acid concentrations for various benthic macroinvertebrate genera, periphyton, and endemic Draparnaldia spp. benthic algae collected from the 14 littoral sampling locations.
Data Table Name:	Macroinvertebrate species counts
Description:	This file contains abundance for benthic macroinvertebrates collected at each of the 14 littoral sampling locations. Only amphipod taxa were identified to species.
Data Table Name:	Microplastics
Description:	This file contains suspended microplastics counts for each of the pelagic and littoral sampling locations.
Data Table Name:	Nutrient data
Description:	This file contains nutrient concentrations for each of the associated sampling locations. Samples were collected at a depth of 0.75 m. Nutrient samples were not filtered prior to analysis, meaning that nitrogen concentrations have the potential to include intracellular nitrogen. Therefore, nitrogenous species’ concentrations may be spurious. Minimal detection limits were estimated as 0.01 mg/L for nitrate, 0.005 mg/L for ammonium, and 0.04 mg/L for phosphorus.
Data Table Name:	Periphyton abundance
Description:	This file contains periphyton abundance data, collected from rocks at each of the sampled littoral locations. For poorly preserved samples, counts are listed as NA for each taxonomic grouping, and a note in the “comments” column is provided.
Data Table Name:	Pharmaceutical and Personal Care Product (PPCP) data
Description:	This file contains Pharmaceutical and Personal Care Product (PPCP) concentrations in the water column at each littoral and pelagic sampling location. Detection limits are estimated to be 0.001 µg/L based on a 500 mL sample volume.
Data Table Name:	Site information
Description:	This file contains metadata for each of the pelagic and littoral sampling locations
Data Table Name:	Stable Isotopes data
Description:	This file contains carbon (gamma13C) and nitrogen (gamma15N) values for various benthic macroinvertebrate genera and periphyton collected from the 14 littoral sampling locations.
Data Table Name:	Total Lipid data
Description:	This file contains lipid gravimetry data for periphyton and benthic macroinvertebrate tissue for each of the associated sampling locations.
Other Name:	Locations of Lakeside Development
Description:	Polygons of each lakeside development’s perimeter and line geometries of each development’s shorelines from satellite imagery for each developed site in Google Earth
Other Name:	R scripts
Description:	All R scripts used in analysis
Other Name:	Methods
Description:	Methods used in this study

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/37756b233f6a48d7c63589411b2dddaf
Name:	Chlorophyll data
Description:	This file contains chlorophyll a concentrations in the water column as well as fluorometric corrections for each littoral and pelagic sampling location.
Number of Records:	51
Number of Columns:	7

Table Structure

Object Name:

chlorophylla.csv

Size:

2515 bytes

Authentication:

62d99f5689740e6e26a3529668457f34 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

replicate

filtered_volume_ml

sample_volume_ml

raw_fluo

adjusted_raw

chl_conc

Definition:

Locational identifier for each sampling site

Replicate number for a given sampling site

Volume filtered for a given chlorophyll replicate

Volume of sample analyte during the chlorophyll extraction process

Raw, uncorrected fluorometric reading for chlorophyll analysis

Corrected fluorometric reading for chlorophyll analysis

Chlorophyll a concentration

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Unit	number
Type	natural
Min	1
Max	3

Unit	milliliter
Type	natural
Min	65
Max	200

Unit	milliliter
Type	natural
Min	10
Max	10

Unit	dimensionless
Type	real
Min	3.04
Max	27.8

Unit	dimensionless
Type	real
Min	2.98482897
Max	27.74482897

Unit	milligramsPerLiter
Type	real
Min	0.165823832
Max	2.97783271

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
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/4c9abdd89d9c9d957b9421d44bd0bda3
Name:	Inverse-distance-weighted population
Description:	This file contains inverse distance weighted, census-based human population data for each sampled location. Although the majority of sites do not have adjacent shoreline human developments, we calculated inverse distance weighted (IDW) population for each sampling location. IDW population is a generalized representation of the size of and proximity to a sampling location’s neighboring human settlements. As these population estimates are based on census data, they reflect static populations and do not account for seasonal population deviations from tourism.
Number of Records:	17
Number of Columns:	2

Table Structure

Object Name:

distance_weighted_population_metrics.csv

Size:

467 bytes

Authentication:

6824d61ed71078a8ac5e1bfdbec35d3d Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

distance_weighted_population

Definition:

Locational identifier for each sampling site

Inverse distance weighted population

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Unit	number
Type	real
Min	233.207898459228
Max	11824.7481757471

Missing Value Code:

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/8a2e7d29b7e64561db8c91016f07109d
Name:	Acid profiles
Description:	This file contains fatty acid concentrations for various benthic macroinvertebrate genera, periphyton, and endemic Draparnaldia spp. benthic algae collected from the 14 littoral sampling locations.
Number of Records:	38
Number of Columns:	63

Table Structure

Object Name:

fatty_acid.csv

Size:

20265 bytes

Authentication:

53cf824ccb841f7f4c43788abba614b0 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

Genus

Species

c12_0

i_14_0

c14_0

c14_1w5

i_15_0

a_15_0

c15_0

c15_1w7

i_16_0

c16_0

c16_1w9

c16_1w8

c16_1w7

c16_1w6

c16_1w5

i_17_0

a_17_0

c17_0

c17_1w7

c16_2w7

c16_2w6

c16_2w4

c16_3w6

c16_3w4

c16_3w3

c16_4w3

c16_4w1

c18_0

c18_1w9

c18_1w7

c18_2w6t

c18_2w6

c18_3w6

c18_3w3

c18_4w4

c18_4w3

c18_5w3

c20_0

c20_1w9

c20_1w7

c20_2w5_11

c20_2w5_13

c20_2w6

c20_3w6

c20_4w6

c20_3w3

c20_4w3

c20_5w3

c22_0

c22_1w9

c22_1w7

c22_2w6

c22_4w6

c22_5w6

c22_3w3

c22_4w3

c22_5w3

c22_6w3

c24_0

comments

Definition:

Locational identifier for each sampling site

Genus of the analyzed organism. Amphipods were identified to species, whereas snails and periphyton were kept as generalized groupings. Draparnaldia spp. is an endemic alga and was likewise not identified to species.

Amphipod species analyzed

Concentration of 12:0 fatty acid

Concentration of i-14:0 fatty acid

Concentration of 14:0 fatty acid

Concentration of 14:1omega5 fatty acid

Concentration of i-15:0 fatty acid

Concentration of a-15:0 fatty acid

Concentration of 15:0 fatty acid

Concentration of 15:1omega7 fatty acid

Concentration of i-16:0 fatty acid

Concentration of 16:0 fatty acid

Concentration of 16:1omega9 fatty acid

Concentration of 16:1omega8 fatty acid

Concentration of 16:1omega7 fatty acid

Concentration of 16:1omega6 fatty acid

Concentration of 16:1omega5 fatty acid

Concentration of i-17:0 fatty acid

Concentration of a-17:0 fatty acid

Concentration of 17:0 fatty acid

Concentration of 17:1omega7 fatty acid

Concentration of 16:2omega7 fatty acid

Concentration of 16:2omega6 fatty acid

Concentration of 16:2omega4 fatty acid

Concentration of 16:3omega6 fatty acid

Concentration of 16:3omega4 fatty acid

Concentration of 16:3omega3 fatty acid

Concentration of 16:4omega3 fatty acid

Concentration of 16:4omega1 fatty acid

Concentration of 18:0 fatty acid

Concentration of 18:1omega9 fatty acid

Concentration of 18:1omega7 fatty acid

Concentration of 18:2omega6t fatty acid

Concentration of 18:2omega6 fatty acid

Concentration of 18:3omega6 fatty acid

Concentration of 18:3omega3 fatty acid

Concentration of 18:4omega4 fatty acid

Concentration of 18:4omega3 fatty acid

Concentration of 18:5omega3 fatty acid

Concentration of 20:0 fatty acid

Concentration of 20:1omega9 fatty acid

Concentration of 20:1omega7 fatty acid

Concentration of 20:2 omega5(11) fatty acid

Concentration of 20: 2 omega5(13) fatty acid

Concentration of 20:2omega6 fatty acid

Concentration of 20:3omega6 fatty acid

Concentration of 20:4omega6 fatty acid

Concentration of 20:3omega3 fatty acid

Concentration of 20:4omega3 fatty acid

Concentration of 20:5omega3 fatty acid

Concentration of 22:0 fatty acid

Concentration of 22:1omega9 fatty acid

Concentration of 22:1omega7 fatty acid

Concentration of 22:2omega6 fatty acid

Concentration of 22:4omega6 fatty acid

Concentration of 22:5omega6 fatty acid

Concentration of 22:3omega3 fatty acid

Concentration of 22:4omega3 fatty acid

Concentration of 22:5omega3 fatty acid

Concentration of 22:6omega3 fatty acid

Concentration of 24:0 fatty acid

Data quality flag

Storage Type:

string

float

string

Measurement Type:

nominal

ratio

nominal

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Definition

Amphipod species analyzed

Unit	microgramsPerMilligram
Type	real
Min	0.019859694
Max	4.8706875

Unit	microgramsPerMilligram
Type	real
Min	0.000420561
Max	0.340530612

Unit	microgramsPerMilligram
Type	real
Min	0.198273364
Max	56.83440306

Unit	microgramsPerMilligram
Type	real
Min	0.005235981
Max	2.220841837

Unit	microgramsPerMilligram
Type	real
Min	0.006834112
Max	1.263

Unit	microgramsPerMilligram
Type	real
Min	0
Max	0.491636364

Unit	microgramsPerMilligram
Type	real
Min	0.012574766
Max	1.069045455

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0.001977273
Max	0.385136364

Unit	microgramsPerMilligram
Type	real
Min	1.170925234
Max	180.0329464

Unit	microgramsPerMilligram
Type	real
Min	0
Max	1.962757653

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0.345070093
Max	101.2182245

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0
Max	1.033742647

Unit	microgramsPerMilligram
Type	real
Min	0.005530374
Max	1.253681818

Unit	microgramsPerMilligram
Type	real
Min	0
Max	1.142544643

Unit	microgramsPerMilligram
Type	real
Min	0.013962617
Max	1.123181818

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0
Max	0.824522727

Unit	microgramsPerMilligram
Type	real
Min	0.029586449
Max	13.57813835

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0.001453125
Max	6.772305288

Unit	microgramsPerMilligram
Type	real
Min	0.023299065
Max	9.507329082

Unit	microgramsPerMilligram
Type	real
Min	0.087098131
Max	35.50660714

Unit	microgramsPerMilligram
Type	real
Min	0.023383178
Max	16.75559856

Unit	microgramsPerMilligram
Type	real
Min	0.296753425
Max	13.78166327

Unit	microgramsPerMilligram
Type	real
Min	0.606806507
Max	317.6769949

Unit	microgramsPerMilligram
Type	real
Min	0.130899533
Max	28.13377041

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0.259170561
Max	32.37736224

Unit	microgramsPerMilligram
Type	real
Min	0.005929907
Max	15.0182449

Unit	microgramsPerMilligram
Type	real
Min	0.284025701
Max	67.10097656

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0.169170561
Max	65.061

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0.033939252
Max	6.549658163

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0
Max	4.311107143

Unit	microgramsPerMilligram
Type	real
Min	0
Max	1.089346154

Unit	microgramsPerMilligram
Type	real
Min	0.002435567
Max	9.435728571

Unit	microgramsPerMilligram
Type	real
Min	0.032116438
Max	9.134357143

Unit	microgramsPerMilligram
Type	real
Min	0.028724299
Max	6.070936224

Unit	microgramsPerMilligram
Type	real
Min	0.184569588
Max	124.6794773

Unit	microgramsPerMilligram
Type	real
Min	0
Max	0.7179375

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0
Max	3.695464286

Unit	microgramsPerMilligram
Type	real
Min	0
Max	3.2407425

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Unit	microgramsPerMilligram
Type	real
Min	0
Max	8.03757398

Unit	microgramsPerMilligram
Type	real
Min	0.023004673
Max	25.18692857

Unit	microgramsPerMilligram
Type	whole
Min	0
Max	0

Definition

Data quality flag

Missing Value Code:

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Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/8acc450213cf45ae52a57d137207fdab
Name:	Macroinvertebrate species counts
Description:	This file contains abundance for benthic macroinvertebrates collected at each of the 14 littoral sampling locations. Only amphipod taxa were identified to species.
Number of Records:	36
Number of Columns:	37

Table Structure

Object Name:

invertebrates.csv

Size:

4201 bytes

Authentication:

f45c2228d6e19bb2ccb17bda90dcf239 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

replicate

Acroloxidae

Asellidae

Baicaliidae

Benedictidae

Brandtia_latissima

Brandtia_parasitica_parasitica

Caddisflies

Cryptoropus_inflatus

Cryptoropus_pachytus

Cryptoropus_rugosus

Eulimnogammarus_capreolus

Eulimnogammarus_cruentes

Eulimnogammarus_cyaneus

Eulimnogammarus_grandimanus

Eulimnogammarus_juveniles

Eulimnogammarus_maackii

Eulimnogammarus_marituji

Eulimnogammarus_verucossus

Eulimnogammarus_viridis_viridis

Eulimnogammarus_vittatus

Flatworms

Leeches

Maackia

Pallasea_brandtia_brandita

Pallasea_brandtii_tenera

Pallasea_cancelloides

Pallasea_cancellus

Pallasea_viridis

Planorbidae

Poekilogammarus_crassimus

Poekilogammarus_ephippiatus

Poekilogammarus_juveniles

Poekilogammarus_megonychus_perpolitus

Poekilogammarus_pictus

Valvatidae

Definition:

Locational identifier for each sampling site

Invertebrate replicate number for a given sampling site

Mollusk genus

Endemic isopod genus

Mollusk genus, most of which are endemic

Endemic amphipod species

General grouping; were not identified to species.

Endemic amphipod species

Endemic amphipod genus. Identification kept at genus level so as to prevent misclassification.

Endemic amphipod species

Not identified beyond order.

Not identified beyond order, although 12 endemic species do exist.

Mollusk genus, most of which are endemic

Endemic amphipod species

Mollusk genus, most of which are endemic

Endemic amphipod species

Endemic amphipod genus Identifying to species introduced risk of misclassification.

Endemic amphipod species

Mollusk genus, most of which are endemic

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Unit	number
Type	natural
Min	1
Max	3

Unit	number
Type	whole
Min	0
Max	7

Unit	number
Type	whole
Min	0
Max	20

Unit	number
Type	whole
Min	0
Max	47

Unit	number
Type	whole
Min	0
Max	29

Unit	number
Type	whole
Min	0
Max	72

Unit	number
Type	whole
Min	0
Max	21

Unit	number
Type	whole
Min	0
Max	143

Unit	number
Type	whole
Min	0
Max	68

Unit	number
Type	whole
Min	0
Max	3

Unit	number
Type	whole
Min	0
Max	33

Unit	number
Type	whole
Min	0
Max	3

Unit	number
Type	whole
Min	0
Max	24

Unit	number
Type	whole
Min	0
Max	226

Unit	number
Type	whole
Min	0
Max	48

Unit	number
Type	natural
Min	2
Max	858

Unit	number
Type	whole
Min	0
Max	28

Unit	number
Type	whole
Min	0
Max	33

Unit	number
Type	whole
Min	0
Max	83

Unit	number
Type	whole
Min	0
Max	32

Unit	number
Type	whole
Min	0
Max	58

Unit	number
Type	whole
Min	0
Max	33

Unit	number
Type	whole
Min	0
Max	47

Unit	number
Type	whole
Min	0
Max	2

Unit	number
Type	whole
Min	0
Max	6

Unit	number
Type	whole
Min	0
Max	3

Unit	number
Type	whole
Min	0
Max	13

Unit	number
Type	whole
Min	0
Max	10

Unit	number
Type	whole
Min	0
Max	16

Unit	number
Type	whole
Min	0
Max	57

Unit	number
Type	natural
Min	12
Max	158

Unit	number
Type	whole
Min	0
Max	78

Unit	number
Type	natural
Min	53
Max	670

Unit	number
Type	whole
Min	0
Max	64

Unit	number
Type	whole
Min	0
Max	63

Unit	number
Type	whole
Min	0
Max	90

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
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/dc58753bc26a7d329dbe024beed674dd
Name:	Microplastics
Description:	This file contains suspended microplastics counts for each of the pelagic and littoral sampling locations.
Number of Records:	70
Number of Columns:	7

Table Structure

Object Name:

microplastics.csv

Size:

2100 bytes

Authentication:

7f76030c1077c2ee862fc60184bd64a4 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

replicate

fragments

fibers

beads

comments

volume_filtered_ml

Definition:

Locational identifier for each sampling site

Replicate for a given location, C = control

Number of microplastic fragments observed

Number of microplastic fibers observed

Number of microplastic beads observed

Observer comments while enumerating microplastics

Volume for a given replicate filtered

Storage Type:

string

float

string

float

Measurement Type:

nominal

ratio

nominal

ratio

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Definition

Replicate for a given location, C = control

Unit	number
Type	whole
Min	0
Max	7

Unit	number
Type	whole
Min	0
Max	12

Unit	number
Type	whole
Min	0
Max	2

Definition

Observer comments while enumerating microplastics

Unit	milliliter
Type	natural
Min	1050
Max	1400

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
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/397b66d644a15e361137e8f1cbdf5aa9
Name:	Nutrient data
Description:	This file contains nutrient concentrations for each of the associated sampling locations. Samples were collected at a depth of 0.75 m. Nutrient samples were not filtered prior to analysis, meaning that nitrogen concentrations have the potential to include intracellular nitrogen. Therefore, nitrogenous species’ concentrations may be spurious. Minimal detection limits were estimated as 0.01 mg/L for nitrate, 0.005 mg/L for ammonium, and 0.04 mg/L for phosphorus.
Number of Records:	34
Number of Columns:	6

Table Structure

Object Name:

nutrients.csv

Size:

1189 bytes

Authentication:

fea11c2584e3bf15818fd28fa47d0546 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

replicate

nh4_mg_dm3

no3_mg_dm3

tp_mg_dm3

tpo43_mg_dm3

Definition:

Locational identifier for each sampling site

Replicate for a given location

Ammonium concentration

Nitrate concentration

Total phosphorus concentration

Total phosphate concentration, which is calculated as total phosphorus as phosphate.

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Definition

Replicate for a given location

Unit	MilligramsPerCubicDecimeter
Type	real
Min	0.001
Max	0.114

Unit	MilligramsPerCubicDecimeter
Type	real
Min	0.06
Max	0.19

Unit	MilligramsPerCubicDecimeter
Type	real
Min	0.012
Max	0.048

Unit	MilligramsPerCubicDecimeter
Type	real
Min	0.037
Max	0.148

Missing Value Code:

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/1bf3486b4e08b5f079ea3bc992e1190a
Name:	Periphyton abundance
Description:	This file contains periphyton abundance data, collected from rocks at each of the sampled littoral locations. For poorly preserved samples, counts are listed as NA for each taxonomic grouping, and a note in the “comments” column is provided.
Number of Records:	42
Number of Columns:	12

Table Structure

Object Name:

periphyton.csv

Size:

1857 bytes

Authentication:

4a6ff6fe41469d23921b664a835a8f80 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

replicate

subsamples_counted

diatom

spirogyra

spirogyra_filament

ulothrix

ulothrix_filament

tetrasporales

pediastrum

desmidales

comments

Definition:

Locational identifier for each sampling site

Replicate number for a given sampling site

Number of 10 microliter subsamples counted for a given replicate

Number of diatom cells counted for a given replicate

Number spirogyra cells counted for a given replicate

Number of spirogyra filaments counted for a given replicate

Number of ulothrix cells counted for a given replicate

Number of ulothrix filaments counted for a given replicate

Number of tetrasporales cells counted for a given replicate

Number of pediastrum cells counted for a given replicate

Number of desmidales cells counted for a given replicate

Notes from the observer

Storage Type:

string

float

string

Measurement Type:

nominal

ratio

nominal

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Definition

Replicate number for a given sampling site

Unit	number
Type	real
Min	0.5
Max	11

Unit	number
Type	natural
Min	25
Max	823

Unit	number
Type	whole
Min	0
Max	290

Unit	number
Type	whole
Min	0
Max	56

Unit	number
Type	whole
Min	0
Max	292

Unit	number
Type	whole
Min	0
Max	20

Unit	number
Type	natural
Min	11
Max	247

Unit	number
Type	whole
Min	0
Max	2

Unit	number
Type	whole
Min	0
Max	10

Definition

Notes from the observer

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
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/d133140fc00652fe95a83abc5df86176
Name:	Pharmaceutical and Personal Care Product (PPCP) data
Description:	This file contains Pharmaceutical and Personal Care Product (PPCP) concentrations in the water column at each littoral and pelagic sampling location. Detection limits are estimated to be 0.001 µg/L based on a 500 mL sample volume.
Number of Records:	17
Number of Columns:	25

Table Structure

Object Name:

ppcp.csv

Size:

1730 bytes

Authentication:

ffa9050808c1e56389d67cfa6e246773 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

paraxanthine

acetaminophen

amphetamine

caffeine

carbamazepine

cimetidine

cotinine

diphenhydramine

mda

mdma

methamphetamine

morphine

phenazone

sulfachloropyridazine

sulfamethazine

sulfamethoxazole

thiabendazole

trimethoprim

collection_year

collection_month

collection_day

analysis_year

analysis_month

analysis_day

Definition:

Locational identifier for each sampling site

Concentration of paraxanthine, also known as 1,7-dimethylxanthine. Paraxanthine is the main human metabolite of caffeine

Concentration of acetaminophen, also known as paracetamol.

Concentration of amphetamine.

Concentration of caffeine

Concentration of carbamezapine

Concentration of cimetidine

Concentration of cotinine, which is the main human metabolite of nicotine

Concentration of diphenhydramine

Concentration of MDA

Concentration of MDMA

Concentration of methamphetamine

Concentration of morphine

Concentration of phenazone

Concentration of sulfachloropyridazine

Concentration of sulfamethazine in micrograms per liter.

Concentration of sulfamethoxazole

Concentration of thiabendazole

Concentration of trimethoprim

Year sample was collected in the field

Month sample was collected in the field

Day sample was collected in the field

Year sample was analyzed

Month sample was analyzed

Day sample was analyzed

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.015

Unit	microgramsPerLiter
Type	real
Min	0.001
Max	0.04

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.064

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.001

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.003

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.001

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.001

Unit	microgramsPerLiter
Type	real
Min	0
Max	0.003

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	microgramsPerLiter
Type	whole
Min	0
Max	0

Unit	nominalYear
Type	natural
Min	2015
Max	2015

Unit	nominalMonth
Type	natural
Min	8
Max	8

Unit	nominalDay
Type	natural
Min	19
Max	24

Unit	nominalYear
Type	natural
Min	2016
Max	2016

Unit	nominalMonth
Type	natural
Min	1
Max	1

Unit	nominalDay
Type	natural
Min	15
Max	15

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
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/ae3246faaa3b033c7e6dfa61a808e0c4
Name:	Site information
Description:	This file contains metadata for each of the pelagic and littoral sampling locations
Number of Records:	17
Number of Columns:	19

Table Structure

Object Name:

site_information.csv

Size:

3392 bytes

Authentication:

77c079e213a083ae8d9a03b064605900 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

year

month

day

time

site

lat

long

site_description

distance_to_shore_m

depth_m

air_temp_celsius

surface_temp_celsius

mid_temp_celsius

bottom_temp_celsius

comments

shore_photo

substrate_photo

sponges

brandtia

Definition:

Year sampling occurred

Month sampling occurred

Day sampling occurred

Time sampling occurred

Locational identifier for each sampling site

Latitude of sampling location

Longitude of sampling location

Researcher description of sampling location

Distance from in situ sampled location to the shoreline

Depth at in situ sampling location

Temperature of air at sampling location

Temperature of water surface at sampling location

Temperature of water midway between surface and bottom at sampling location

Temperature of water near sediment at sampling location

Notes in the field describing sampling conditions

Whether or not photos of the shoreline were taken

Whether or not photos of the substrate were taken

Whether or not sponges were present at a sampling location

Whether or not brandtia (endemic amphipod) was present at a sampling location

Storage Type:

float

date

string

float

string

float

string

Measurement Type:

ratio

dateTime

nominal

ratio

nominal

ratio

nominal

Measurement Values Domain:

Unit	nominalYear
Type	natural
Min	2015
Max	2015

Unit	nominalMonth
Type	natural
Min	8
Max	8

Unit	nominalDay
Type	natural
Min	19
Max	23

Format	hh:mm:ss
Precision

Definition

Locational identifier for each sampling site

Unit	degree
Type	real
Min	51.84626
Max	52.02693

Unit	degree
Type	real
Min	104.8148
Max	105.47237

Definition

Researcher description of sampling location

Unit	meter
Type	real
Min	8.9
Max	5000

Unit	meter
Type	real
Min	0.6
Max	1400

Unit	celsius
Type	real
Min	15
Max	24.5

Unit	celsius
Type	real
Min	13
Max	17

Unit	celsius
Type	natural
Min	13
Max	16

Unit	celsius
Type	natural
Min	13
Max	16

Definition

Notes in the field describing sampling conditions

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	y
Definition	yes
Source

Code Definition

Code	n
Definition	no
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	y
Definition	yes
Source

Code Definition

Code	n
Definition	no
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	y
Definition	yes
Source

Code Definition

Code	n
Definition	no
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	y
Definition	yes
Source

Code Definition

Code	n
Definition	no
Source

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
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/9127d5e42027c1bacc658e5772a4d6d4
Name:	Stable Isotopes data
Description:	This file contains carbon (gamma13C) and nitrogen (gamma15N) values for various benthic macroinvertebrate genera and periphyton collected from the 14 littoral sampling locations.
Number of Records:	22
Number of Columns:	6

Table Structure

Object Name:

stable_isotopes.csv

Size:

1269 bytes

Authentication:

75c0828a651626cd5a2c1ea6e7056de6 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

Genus

Species

C13

N15

comments

Definition:

Locational identifier for each sampling site

Amphipod genus or Periphyton

Amphipod species

Carbon-13 (?13C) values

Nitrogen-15 (?15N) values

comments

Storage Type:

string

float

string

Measurement Type:

nominal

ratio

nominal

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Definition

Amphipod genus or Periphyton

Definition

Amphipod species

Unit	partsPerMillion
Type	real
Min	-20.21
Max	-11.06

Unit	partsPerMillion
Type	real
Min	0.77
Max	7.92

Definition

comments

Missing Value Code:

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/677/2/f17108aa15a1f4acd4d99973efa9ea98
Name:	Total Lipid data
Description:	This file contains lipid gravimetry data for periphyton and benthic macroinvertebrate tissue for each of the associated sampling locations.
Number of Records:	38
Number of Columns:	6

Table Structure

Object Name:

total_lipid.csv

Size:

1782 bytes

Authentication:

da4977c8d7badcab9f23c222e539ef62 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Column Name:

site

Genus

Species

total_lipid_mg_per_g

deviation

comments

Definition:

Locational identifier for each sampling site

Genus of the analyzed organism.

Amphipod species

Total amount of lipids in a sample

Samples were weighed three times and deviation in measurement was calculated.

Quality control flag

Storage Type:

string

float

string

Measurement Type:

nominal

ratio

nominal

Measurement Values Domain:

Definition

Locational identifier for each sampling site

Definition

Genus of the analyzed organism.

Definition

Amphipod species

Unit	millgramsPerGram
Type	real
Min	1.8
Max	331.6

Unit	millgramsPerGram
Type	real
Min	0
Max	32.5

Definition

Quality control flag

Missing Value Code:

Code	NA
Expl	not available

Code	NA
Expl	not available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Non-Categorized Data Resource

Name:

Locations of Lakeside Development

Entity Type:

unknown

Description:

Polygons of each lakeside development’s perimeter and line geometries of each development’s shorelines from satellite imagery for each developed site in Google Earth

Physical Structure Description:

Object Name:

Baikal_shapefile.kml

Size:

23543 bytes

Authentication:

9988d312647d6945f45224a8da9e4bc3 Calculated By MD5

Externally Defined Format:

Format Name:

application/vnd.google-earth.kml+xml

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/677/2/22e833bd4077d88c99dc06909625449c

Non-Categorized Data Resource

Name:

R scripts

Entity Type:

unknown

Description:

All R scripts used in analysis

Physical Structure Description:

Object Name:

scripts.tar.gz

Size:

126653 bytes

Authentication:

f4cfcd7e8a871d9784bdc87ec99648c0 Calculated By MD5

Externally Defined Format:

Format Name:

application/gzip

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/677/2/195fe21811a0b870f006a90e6c65f6cb

Non-Categorized Data Resource

Name:

Methods

Entity Type:

unknown

Description:

Methods used in this study

Physical Structure Description:

Object Name:

protocol.pdf

Size:

244352 bytes

Authentication:

384969ac15c761f0a368346154e5d800 Calculated By MD5

Externally Defined Format:

Format Name:

application/pdf

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/677/2/20c51b5f4e9aeb5334c90ff072e6f928

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)	Pharmaceuticals and Personal Care Products, Amphipoda, diatom, Spirogyra, Ulothrix, fatty acids, foodwebs

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:

please see protocol.pdf file in this data package

People and Organizations

Publishers:

Organization:

Environmental Data Initiative

Email Address:

info@environmentaldatainitiative.org

Web Address:

https://environmentaldatainitiative.org

Creators:

Individual:

Michael F Meyer

Organization:

School of the Environment, Washington State University

Email Address:

michael.f.meyer@wsu.edu

Id:

https://orcid.org/0000-0002-8034-9434

Individual:

Ted Ozersky

Organization:

Large Lakes Observatory, University of Minnesota - Duluth

Email Address:

tozersky@d.umn.edu

Id:

https://orcid.org/0000-0002-1842-7745

Individual:

Kara H Woo

Organization:

Center for Environmental Research Education and Outreach, Washington State University

Email Address:

kara.woo@gmail.com

Id:

https://orcid.org/0000-0002-5125-4188

Individual:	Kirill Shchapov
Organization:	Large Lakes Observatory, University of Minnesota - Duluth

Individual:	Aaron W. E. Galloway
Organization:	Oregon Institute of Marine Biology, University of Oregon
Id:	https://orcid.org/0000-0001-7826-299X

Individual:	Julie B Schram
Organization:	Oregon Institute of Marine Biology, University of Oregon
Id:	https://orcid.org/0000-0002-1556-6483

Individual:	Daniel D Snow
Organization:	School of Natural Resources, University of Nebraska-Lincoln
Id:	https://orcid.org/0000-0003-0885-0504

Individual:	Maxim A Timofeyev
Organization:	Biological Research Institute, Irkutsk State University
Id:	https://orcid.org/0000-0002-5250-6818

Individual:	Dmitry Yu. Karnaukhov
Organization:	Biological Research Institute, Irkutsk State University
Id:	https://orcid.org/0000-0002-5379-3484

Individual:

Matthew R Brousil

Organization:

Center for Environmental Research Education and Outreach, Washington State University

Email Address:

matthew.brousil@wsu.edu

Id:

https://orcid.org/0000-0001-8229-9445

Individual:

Stephanie E Hampton

Organization:

Center for Environmental Research Education and Outreach, Washington State University

Email Address:

s.hampton@wsu.edu

Id:

https://orcid.org/0000-0003-2389-4249

Contacts:

Individual:

Michael F Meyer

Organization:

School of the Environment, Washington State University

Email Address:

michael.f.meyer@wsu.edu

Id:

https://orcid.org/0000-0002-8034-9434

Individual:

Stephanie E Hampton

Organization:

Center for Environmental Research Education and Outreach, Washington State University

Email Address:

s.hampton@wsu.edu

Id:

https://orcid.org/0000-0003-2389-4249

Temporal, Geographic and Taxonomic Coverage

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

Time Period

Begin:

2015-08-19

End:

2015-08-23

Geographic Region:

Description:

Southwestern shore of Lake Baikal between the town of Listvyanka and the village of Bolshoe Goloustnoe

Bounding Coordinates:

Northern:	52.02693	Southern:	51.8553
Western:	104.8148	Eastern:	105.4724

Taxonomic Range:

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Mollusca

Identifer:

https://gbif.org
ID: 52

Classification:

Rank Name:

class

Rank Value:

Gastropoda

Identifer:

https://gbif.org
ID: 225

Classification:

Rank Name:	family
Rank Value:	Acroloxidae
Identifer:	https://gbif.org ID: 2854

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

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ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Isopoda

Identifer:

https://gbif.org
ID: 643

Classification:

Rank Name:	family
Rank Value:	Asellidae
Identifer:	https://gbif.org ID: 4574

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

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ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Acanthogammaridae

Identifer:

https://gbif.org
ID: 3254532

Classification:

Rank Name:

genus

Rank Value:

Brandtia

Identifer:

https://gbif.org
ID: 3254533

Classification:

Rank Name:	species
Rank Value:	Brandtia latissima
Identifer:	https://gbif.org ID: 5717285

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

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ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

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ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

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ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Crypturopodidae

Identifer:

https://gbif.org
ID: 7385843

Classification:

Rank Name:

genus

Rank Value:

Crypturopus

Identifer:

https://gbif.org
ID: 4574528

Classification:

Rank Name:	species
Rank Value:	Crypturopus inflatus
Identifer:	https://gbif.org ID: 6460004

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

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ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

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ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

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ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

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ID: 1231

Classification:

Rank Name:

family

Rank Value:

Crypturopodidae

Identifer:

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ID: 7385843

Classification:

Rank Name:

genus

Rank Value:

Crypturopus

Identifer:

https://gbif.org
ID: 4574528

Classification:

Rank Name:	species
Rank Value:	Crypturopus pachytus
Identifer:	https://gbif.org ID: 5864412

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

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ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Crypturopodidae

Identifer:

https://gbif.org
ID: 7385843

Classification:

Rank Name:

genus

Rank Value:

Crypturopus

Identifer:

https://gbif.org
ID: 4574528

Classification:

Rank Name:	species
Rank Value:	Crypturopus rugosus
Identifer:	https://gbif.org ID: 6460002

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus capreolus
Identifer:	https://gbif.org ID: 6465127

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus cruentus
Identifer:	https://gbif.org ID: 5864347

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus cyaneus
Identifer:	https://gbif.org ID: 5864349

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus grandimanus
Identifer:	https://gbif.org ID: 5864346

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:	genus
Rank Value:	Eulimnogammarus
Identifer:	https://gbif.org ID: 4315767

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus maackii
Identifer:	https://gbif.org ID: 6465119

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus marituji
Identifer:	https://gbif.org ID: 10081096

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus verrucosus
Identifer:	https://gbif.org ID: 5864350

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus viridis
Identifer:	https://gbif.org ID: 5864352

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Eulimnogammaridae

Identifer:

https://gbif.org
ID: 3254609

Classification:

Rank Name:

genus

Rank Value:

Eulimnogammarus

Identifer:

https://gbif.org
ID: 4315767

Classification:

Rank Name:	species
Rank Value:	Eulimnogammarus vittatus
Identifer:	https://gbif.org ID: 5864353

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Mollusca

Identifer:

https://gbif.org
ID: 52

Classification:

Rank Name:

class

Rank Value:

Gastropoda

Identifer:

https://gbif.org
ID: 225

Classification:

Rank Name:

order

Rank Value:

Littorinimorpha

Identifer:

https://gbif.org
ID: 7390893

Classification:

Rank Name:

family

Rank Value:

Amnicolidae

Identifer:

https://gbif.org
ID: 4305027

Classification:

Rank Name:	genus
Rank Value:	Maackia
Identifer:	https://gbif.org ID: 3244556

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Pallaseidae

Identifer:

https://gbif.org
ID: 5864239

Classification:

Rank Name:

genus

Rank Value:

Pallasea

Identifer:

https://gbif.org
ID: 4315736

Classification:

Rank Name:	species
Rank Value:	Pallasea cancellus
Identifer:	https://gbif.org ID: 5864243

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Mollusca

Identifer:

https://gbif.org
ID: 52

Classification:

Rank Name:

class

Rank Value:

Gastropoda

Identifer:

https://gbif.org
ID: 225

Classification:

Rank Name:	family
Rank Value:	Planorbidae
Identifer:	https://gbif.org ID: 2851

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Acanthogammaridae

Identifer:

https://gbif.org
ID: 3254532

Classification:

Rank Name:	genus
Rank Value:	Poekilogammarus
Identifer:	https://gbif.org ID: 4642935

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Acanthogammaridae

Identifer:

https://gbif.org
ID: 3254532

Classification:

Rank Name:

genus

Rank Value:

Poekilogammarus

Identifer:

https://gbif.org
ID: 4642935

Classification:

Rank Name:	species
Rank Value:	Poekilogammarus pictus
Identifer:	https://gbif.org ID: 6463743

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Mollusca

Identifer:

https://gbif.org
ID: 52

Classification:

Rank Name:

class

Rank Value:

Gastropoda

Identifer:

https://gbif.org
ID: 225

Classification:

Rank Name:	family
Rank Value:	Valvatidae
Identifer:	https://gbif.org ID: 2699

Classification:

Rank Name:

kingdom

Rank Value:

Plantae

Identifer:

https://gbif.org
ID: 6

Classification:

Rank Name:

phylum

Rank Value:

Chlorophyta

Identifer:

https://gbif.org
ID: 36

Classification:

Rank Name:

class

Rank Value:

Chlorophyceae

Identifer:

https://gbif.org
ID: 329

Classification:

Rank Name:

order

Rank Value:

Chaetophorales

Identifer:

https://gbif.org
ID: 1347

Classification:

Rank Name:

family

Rank Value:

Chaetophoraceae

Identifer:

https://gbif.org
ID: 4679

Classification:

Rank Name:	genus
Rank Value:	Draparnaldia
Identifer:	https://gbif.org ID: 2639875

Classification:

Rank Name:

kingdom

Rank Value:

Animalia

Identifer:

https://gbif.org
ID: 1

Classification:

Rank Name:

phylum

Rank Value:

Arthropoda

Identifer:

https://gbif.org
ID: 54

Classification:

Rank Name:

class

Rank Value:

Malacostraca

Identifer:

https://gbif.org
ID: 229

Classification:

Rank Name:

order

Rank Value:

Amphipoda

Identifer:

https://gbif.org
ID: 1231

Classification:

Rank Name:

family

Rank Value:

Hyalellidae

Identifer:

https://gbif.org
ID: 4437

Classification:

Rank Name:	genus
Rank Value:	Hyalella
Identifer:	https://gbif.org ID: 2217673

Classification:

Rank Value:

Benedictidae

Classification:

Rank Value:

Brandtia parasitica parasitica

Classification:

Rank Value:

Caddisflies

Classification:

Rank Value:

Poekilogammarus ephippiatus

Classification:

Rank Value:	Baicaliidae
Identifer:	gbif ID:

Classification:

Rank Value:	Pallasea brandtii
Identifer:	gbif ID:

Classification:

Rank Value:	Pallasea brandtii tenera
Identifer:	gbif ID:

Classification:

Rank Value:	Pallasea cancelloides
Identifer:	gbif ID:

Classification:

Rank Value:	Pallasea viridis
Identifer:	gbif ID:

Classification:

Rank Value:	Poekilogammarus crassimanus
Identifer:	gbif ID:

Classification:

Rank Value:	Poekilogammarus megonychus perpolitus
Identifer:	gbif ID:

Project

Parent Project Information:

Title:

Dimensions of Biodiversity

Personnel:

Individual:	Stephanie E Hampton
Role:	Principal Investigator

Funding:

NSF NSF-DEB-1136637

Related Project:

Title:

Graduate Research Fellowship

Personnel:

Individual:	Michael F Meyer
Role:	Principal Investigator

Funding:

NSF NSF-DGE-1347973

Related Project:

Title:

Fulbright Fellowship

Personnel:

Individual:	Michael F Meyer
Role:	Principal Investigator

Funding:

US State Department

Related Project:

Title:

No project title to report

Personnel:

Individual:	Maxim A Timofeyev
Role:	Principal Investigator

Funding:

Russian Ministry of Science and Education N FZZE-2020-0026

Related Project:

Title:

No project title to report

Personnel:

Individual:	Maxim A Timofeyev
Role:	Principal Investigator

Funding:

Russian Ministry of Science and Education N FZZE-2020-0023

Maintenance

Maintenance:

Description:	completed
Frequency:

Other Metadata

Additional Metadata

additionalMetadata
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        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList'
        |     |     |___text '\n        '
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        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'microgramsPerMilligram'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'nominalMonth'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'nominalMonth'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'MilligramsPerCubicDecimeter'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'MilligramsPerCubicDecimeter'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'partsPerMillion'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'partsPerMillion'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'millgramsPerGram'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'millgramsPerGram'
        |     |     |     |  \___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

A unified dataset of co-located sewage pollution, periphyton, and benthic macroinvertebrate community and food web structure from Lake Baikal (Siberia)

Data Entities

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

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

A unified dataset of co-located sewage pollution, periphyton, and benthic macroinvertebrate community and food web structure from Lake Baikal (Siberia)

+/- Data Entities

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

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