Data Package Metadata   View Summary

Density-dependent effects of exotic brook trout on freshwater zooplankton and macroinvertebrate communities in mountain lakes - Open access data

General Information
Data Package:
Local Identifier:edi.1447.3
Title:Density-dependent effects of exotic brook trout on freshwater zooplankton and macroinvertebrate communities in mountain lakes - Open access data
Alternate Identifier:DOI PLACE HOLDER
Abstract:

Exotic invasion of non-native fishes threatens freshwater biodiversity worldwide. Yet,

detailed estimates of population demography for invasive species, that integrate

estimates of population size and body size of the invasive species, are rarely

integrated in evaluating aquatic community responses. Our study capitalized on

detailed brook trout population demographic data collected for a replicated whole lakes

ecosystem experiment involving experimental harvesting of exotic brook trout in nine

mountain lakes. We applied morphological taxonomy and environmental DNA (eDNA)

metabarcoding to examine the response of crustacean zooplankton and

macroinvertebrate communities to gradients in brook trout effective density and lake

elevation. Density-dependent effects of brook trout on crustacean zooplankton and

macroinvertebrate communities were detected even decades after their first

introductions (between 1926 and 1980). However, they were moderated by

environmental factors such as elevation, lake maximum depth and dissolved organic

carbon. Elevation was important in structuring crustacean zooplankton and

macroinvertebrate community composition. While there were differences in explanatory

variables when describing communities characterized by morphological enumeration and eDNA metabarcoding, the principal driving environmental factors structuring the

communities were similar. Our paper highlights persisting impacts of exotic trout on

invertebrate communities even decades after first introduction.

Publication Date:2023-07-17
For more information:
Visit: DOI PLACE HOLDER

Time Period
Begin:
2018-08-27
End:
2018-09-12

People and Organizations
Contact:Derry, Alison (UQAM, PI) [  email ]
Creator:Trepanier-Leroux, Daphne (UQAM, MSc student)
Creator:Yates, Matthew C (UQAM)
Creator:Astorg, Louis (UQAM)
Creator:Fraser, Dylan J (Concordia)
Creator:Humphries, Shelley (Parks Canada)
Creator:Cristescu, Melania E (McGill, PI)
Creator:Derry, Alison M (UQAM, PI)
Associate:Bourret, Genevieve (CERMO-FC, sequencing)

Data Entities
Data Table Name:
rockies_env_morpho
Description:
Environmental dataset to be used with the morphological macroinvertebrate dataset as it contain their sample number. To use with the morphological zooplankton dataset, simply keep only one column per lake and discard the sample column.
Data Table Name:
rockies_env_coi
Description:
Environmental variables dataset to be used with the metabarcoding ASV datasets as it contains their origin in the lakes
Data Table Name:
Macro_TAX_df
Description:
Morphological macroinvertebrate abundance dataset
Data Table Name:
Zoo_TAX_sp_df
Description:
Morphological zooplankton dataset containing the density of the species identified
Data Table Name:
Rockies_ASV_louis_noblanks_macro_moll_rare
Description:
rarefied ASV table of the sequences identified as macroinvertebrates (including mollusks)
Data Table Name:
Rockies_ASV_louis_noblanks_zoo_rare
Description:
rarefied ASV table of the sequences identified as zooplankton
Data Table Name:
Rockies_ASV_louis_macro_moll_taxonomy
Description:
Table containing the taxonomical assignments of the ASVs assigned as macroinvertebrates
Data Table Name:
Rockies_ASV_louis_zoo_taxonomy
Description:
Table containing the taxonomical assignments of the ASVs assigned as zooplankton
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/0a5cc791c3ee57faa417b6448b680496
Name:rockies_env_morpho
Description:Environmental dataset to be used with the morphological macroinvertebrate dataset as it contain their sample number. To use with the morphological zooplankton dataset, simply keep only one column per lake and discard the sample column.
Number of Records:102
Number of Columns:10

Table Structure
Object Name:rockies_env_morpho.csv
Size:6756 byte
Authentication:170e43a1616b48cd4c3855c54fdad179 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 LakeSampling_dateTreatmentAreaElevationMax_depthDOCChlaEffective_densitySamples
Column Name:Lake  
Sampling_date  
Treatment  
Area  
Elevation  
Max_depth  
DOC  
Chla  
Effective_density  
Samples  
Definition:Lake nameDate of samplingFish or Fishless lakeLake total areaLake elevationLake maximum depthDissolve organic carbonChlorophyll aBrook trout effective densitySample number
Storage Type:string  
dateTime  
string  
float  
float  
float  
float  
float  
float  
string  
Measurement Type:nominaldateTimenominalratioratioratioratioratiorationominal
Measurement Values Domain:
Definitiontext
FormatYYYY-MM-DD
Precision
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFish
DefinitionBrook trout present
Source
Code Definition
CodeFishless
DefinitionBrook trout absent
Source
Unithectare
Typereal
Unitmeter
Typeinteger
Unitmeter
Typereal
UnitmilligramPerLiter
Typereal
UnitmicrogramPerLiter
Typereal
Unitnumber
Typereal
Definitiontext
Missing Value Code:                    
Accuracy Report:                    
Accuracy Assessment:                    
Coverage:                    
Methods:                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/8a8c9eea8e69496237f5fb6465965d0c
Name:rockies_env_coi
Description:Environmental variables dataset to be used with the metabarcoding ASV datasets as it contains their origin in the lakes
Number of Records:33
Number of Columns:10

Table Structure
Object Name:rockies_env_coi.csv
Size:2183 byte
Authentication:14698ac01bd2cfca0c16097f0f3f5656 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 SampleLakeSampleTypeSampling_dateAreaElevationMax_depthDOCChlaEffective_density
Column Name:Sample  
Lake  
SampleType  
Sampling_date  
Area  
Elevation  
Max_depth  
DOC  
Chla  
Effective_density  
Definition:Sample name containing the lake and originLake nameSample originDate of samplingLake total areaLake elevationLake maximum depthDissolve organic carbonChlorophyll aBrook trout effective density
Storage Type:string  
string  
string  
dateTime  
float  
float  
float  
float  
float  
float  
Measurement Type:nominalnominalnominaldateTimeratioratioratioratioratioratio
Measurement Values Domain:
Definitiontext
Definitiontext
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeBenthic
DefinitionBenthic
Source
Code Definition
CodeLittoral
DefinitionLittoral
Source
Code Definition
CodePelagic
DefinitionPelagic
Source
FormatYYYY-MM-DD
Precision
Unithectare
Typereal
Unitmeter
Typeinteger
Unitmeter
Typereal
UnitmilligramPerLiter
Typereal
UnitmicrogramPerLiter
Typereal
Unitnumber
Typereal
Missing Value Code:                    
Accuracy Report:                    
Accuracy Assessment:                    
Coverage:                    
Methods:                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/c37e04ed5f4aa56ac9602f57352b8af7
Name:Macro_TAX_df
Description:Morphological macroinvertebrate abundance dataset
Number of Records:102
Number of Columns:57

Table Structure
Object Name:Macro_TAX_df.csv
Size:14179 byte
Authentication:911399475f54dc1064aadbabc31c0bd8 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 SampleAeshnidaeAmeletidaeAmphipodaAncylidaeApataniidaeArthropleidaeBaetidaeBrachycentridaeCaenidaeCapniidaeCeratopogonidaeChironomidaeChloroperlidaeCollembolaCordulegastridaeCorduliidaeCorixidaeCorydalidaeCurculionidaeDytiscidaeEmpididaeEphemerillidaeGomphidaeHaliplidaeHirudinaeHydracariensHydrophilidaeHydropsychidaeLepidostomatidaeLeptoceridaeLeptohyphidaeLeptophlebiidaeLestidaeLibellulidaeLimnephilidaeLymnaeidaeMesoveliidaeMetretopodidaeNematodaNeoephemeridaeNotonectidaeOdontoceridaeOligochaetaPelecorhynchidaePeltoperlidaePerlidaePerlodidaePhryganeidaePhysidaePlanorbidaeProtoneuridaeRhyacophilidaeSphaeriidaeTabanidaeTipulidaeUenoidae
Column Name:Sample  
Aeshnidae  
Ameletidae  
Amphipoda  
Ancylidae  
Apataniidae  
Arthropleidae  
Baetidae  
Brachycentridae  
Caenidae  
Capniidae  
Ceratopogonidae  
Chironomidae  
Chloroperlidae  
Collembola  
Cordulegastridae  
Corduliidae  
Corixidae  
Corydalidae  
Curculionidae  
Dytiscidae  
Empididae  
Ephemerillidae  
Gomphidae  
Haliplidae  
Hirudinae  
Hydracariens  
Hydrophilidae  
Hydropsychidae  
Lepidostomatidae  
Leptoceridae  
Leptohyphidae  
Leptophlebiidae  
Lestidae  
Libellulidae  
Limnephilidae  
Lymnaeidae  
Mesoveliidae  
Metretopodidae  
Nematoda  
Neoephemeridae  
Notonectidae  
Odontoceridae  
Oligochaeta  
Pelecorhynchidae  
Peltoperlidae  
Perlidae  
Perlodidae  
Phryganeidae  
Physidae  
Planorbidae  
Protoneuridae  
Rhyacophilidae  
Sphaeriidae  
Tabanidae  
Tipulidae  
Uenoidae  
Definition:Sample name containing the lake and the sample numberAeshnidaeAmeletidaeAmphipodaAncylidaeApataniidaeArthropleidaeBaetidaeBrachycentridaeCaenidaeCapniidaeCeratopogonidaeChironomidaeChloroperlidaeCollembolaCordulegastridaeCorduliidaeCorixidaeCorydalidaeCurculionidaeDytiscidaeEmpididaeEphemerillidaeGomphidaeHaliplidaeHirudinaeHydracariensHydrophilidaeHydropsychidaeLepidostomatidaeLeptoceridaeLeptohyphidaeLeptophlebiidaeLestidaeLibellulidaeLimnephilidaeLymnaeidaeMesoveliidaeMetretopodidaeNematodaNeoephemeridaeNotonectidaeOdontoceridaeOligochaetaPelecorhynchidaePeltoperlidaePerlidaePerlodidaePhryganeidaePhysidaePlanorbidaeProtoneuridaeRhyacophilidaeSphaeriidaeTabanidaeTipulidaeUenoidae
Storage Type:string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:nominalratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
Definitiontext
Unitnumber
Typeinteger
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typeinteger
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typeinteger
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typeinteger
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Missing Value Code:                                                                                                                  
Accuracy Report:                                                                                                                  
Accuracy Assessment:                                                                                                                  
Coverage:                                                                                                                  
Methods:                                                                                                                  

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/9dfa36ebbe6dc5bf01243c3682819d2a
Name:Zoo_TAX_sp_df
Description:Morphological zooplankton dataset containing the density of the species identified
Number of Records:13
Number of Columns:23

Table Structure
Object Name:Zoo_TAX_sp_df.csv
Size:1684 byte
Authentication:2108496dd801be8d58c819602367e1f5 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 LakeAcanthocyclops_vernalisAcanthodiaptomus_denticornisAglaodiaptomus_leptopusAlona_sppBosmina_longirostrisCeriodaphnia_lacustrisCeriodaphnia_reticulataCeriodaphnia_dubiaChydorus_sphaericusDaphnia_dentiferaDaphnia_middendorffianaDaphnia_pulicariaDiacyclops_thomasiDiaphanosoma_brachyurumEucyclops_agilisHesperodiaptomus_arcticusLeptodiaptomus_sicilisLeptodiaptomus_tyrelliMicrocyclops_rubellusPolyphemus_pediculusScapholebris_rammneriSida_crystallina
Column Name:Lake  
Acanthocyclops_vernalis  
Acanthodiaptomus_denticornis  
Aglaodiaptomus_leptopus  
Alona_spp  
Bosmina_longirostris  
Ceriodaphnia_lacustris  
Ceriodaphnia_reticulata  
Ceriodaphnia_dubia  
Chydorus_sphaericus  
Daphnia_dentifera  
Daphnia_middendorffiana  
Daphnia_pulicaria  
Diacyclops_thomasi  
Diaphanosoma_brachyurum  
Eucyclops_agilis  
Hesperodiaptomus_arcticus  
Leptodiaptomus_sicilis  
Leptodiaptomus_tyrelli  
Microcyclops_rubellus  
Polyphemus_pediculus  
Scapholebris_rammneri  
Sida_crystallina  
Definition:Lake nameAcanthocyclops vernalisAcanthodiaptomus denticornisAglaodiaptomus leptopusAlona sppBosmina longirostrisCeriodaphnia lacustrisCeriodaphnia reticulataCeriodaphnia dubiaChydorus sphaericusDaphnia dentiferaDaphnia middendorffianaDaphnia pulicariaDiacyclops thomasiDiaphanosoma brachyurumEucyclops agilisHesperodiaptomus arcticusLeptodiaptomus sicilisLeptodiaptomus tyrelliMicrocyclops rubellusPolyphemus pediculusScapholebris rammneriSida crystallina
Storage Type:string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:nominalratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
Definitiontext
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Missing Value Code:                                              
Accuracy Report:                                              
Accuracy Assessment:                                              
Coverage:                                              
Methods:                                              

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/ef8e7f80f3258dd2f583f12486a0bdd2
Name:Rockies_ASV_louis_noblanks_macro_moll_rare
Description:rarefied ASV table of the sequences identified as macroinvertebrates (including mollusks)
Number of Records:508
Number of Columns:34

Table Structure
Object Name:Rockies_ASV_louis_noblanks_macro_moll_rare.csv
Size:39273 byte
Authentication:5fa250fc17149d1ee3f05d329a979b45 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 ASVAN.BAN.LAN.PCB.BCB.LCB.PDG.BDG.LDG.PHL.BHL.LHL.PKP.BKP.LKP.PMD.BMD.LMD.PMN.BMN.LMN.POL.BOL.LOL.PRS.BRS.LRS.PST.BST.LST.PTP.BTP.LTP.P
Column Name:ASV  
AN.B  
AN.L  
AN.P  
CB.B  
CB.L  
CB.P  
DG.B  
DG.L  
DG.P  
HL.B  
HL.L  
HL.P  
KP.B  
KP.L  
KP.P  
MD.B  
MD.L  
MD.P  
MN.B  
MN.L  
MN.P  
OL.B  
OL.L  
OL.P  
RS.B  
RS.L  
RS.P  
ST.B  
ST.L  
ST.P  
TP.B  
TP.L  
TP.P  
Definition:ASV IDAnnette benthicAnnette littoralAnnette pelagicCobb benthicCobb littoralcobb pelagicDog benthicDog littoralDog pelagicHelen benthicHelen littoralHelen pelagicKootenay Pond benthicKootenay Pond littoralKootenay Pond pelagicMud benthicMud littoralMud pelagicMcNair benthicMcNair littoralMcNair pelagicOlive benthicOlive littoralOlive pelagicRoss benthicRoss littoralRoss pelagicSentinel benthicSentinel littoralSentinel pelagicTemple benthicTemple littoralTemple pelagic
Storage Type:string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:nominalratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
Definitiontext
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Unitnumber
Typeinteger
Missing Value Code:                                                                    
Accuracy Report:                                                                    
Accuracy Assessment:                                                                    
Coverage:                                                                    
Methods:                                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/b8cb373e66c90a65e410915671591e5a
Name:Rockies_ASV_louis_noblanks_zoo_rare
Description:rarefied ASV table of the sequences identified as zooplankton
Number of Records:220
Number of Columns:34

Table Structure
Object Name:Rockies_ASV_louis_noblanks_zoo_rare.csv
Size:17103 byte
Authentication:532fd8ca228b81938cbfea66dae1459e Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 ASVAN.BAN.LAN.PCB.BCB.LCB.PDG.BDG.LDG.PHL.BHL.LHL.PKP.BKP.LKP.PMD.BMD.LMD.PMN.BMN.LMN.POL.BOL.LOL.PRS.BRS.LRS.PST.BST.LST.PTP.BTP.LTP.P
Column Name:ASV  
AN.B  
AN.L  
AN.P  
CB.B  
CB.L  
CB.P  
DG.B  
DG.L  
DG.P  
HL.B  
HL.L  
HL.P  
KP.B  
KP.L  
KP.P  
MD.B  
MD.L  
MD.P  
MN.B  
MN.L  
MN.P  
OL.B  
OL.L  
OL.P  
RS.B  
RS.L  
RS.P  
ST.B  
ST.L  
ST.P  
TP.B  
TP.L  
TP.P  
Definition:ASV IDAnnette benthicAnnette littoralAnnette pelagicCobb benthicCobb littoralcobb pelagicDog benthicDog littoralDog pelagicHelen benthicHelen littoralHelen pelagicKootenay Pond benthicKootenay Pond littoralKootenay Pond pelagicMud benthicMud littoralMud pelagicMcNair benthicMcNair littoralMcNair pelagicOlive benthicOlive littoralOlive pelagicRoss benthicRoss littoralRoss pelagicSentinel benthicSentinel littoralSentinel pelagicTemple benthicTemple littoralTemple pelagic
Storage Type:string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:nominalratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
Definitiontext
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Unitnumber
Typereal
Missing Value Code:                                                                    
Accuracy Report:                                                                    
Accuracy Assessment:                                                                    
Coverage:                                                                    
Methods:                                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/cdecaecc597a0fe37c283aca44d98f42
Name:Rockies_ASV_louis_macro_moll_taxonomy
Description:Table containing the taxonomical assignments of the ASVs assigned as macroinvertebrates
Number of Records:508
Number of Columns:10

Table Structure
Object Name:Rockies_ASV_louis_macro_moll_taxonomy.csv
Size:200915 byte
Authentication:0b16ad9404a03cbd82caf52e6443d748 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 DNA_SEQASVPhylumClassOrderFamilyGenusSpeciesSimilarityStatus
Column Name:DNA_SEQ  
ASV  
Phylum  
Class  
Order  
Family  
Genus  
Species  
Similarity  
Status  
Definition:DNA sequenceASV IDPhylumClassOrderFamilyGenusSpeciesSequence similarity % to reference sequenceStatus of reference sequence
Storage Type:string  
string  
string  
string  
string  
string  
string  
string  
float  
string  
Measurement Type:nominalnominalnominalnominalnominalnominalnominalnominalrationominal
Measurement Values Domain:
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Unitpercent
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeEarly-Release
DefinitionEarly-Release
Source
Code Definition
CodePrivate
DefinitionPrivate
Source
Code Definition
CodePublished
DefinitionPublished
Source
Missing Value Code:                    
Accuracy Report:                    
Accuracy Assessment:                    
Coverage:                    
Methods:                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/1447/3/ae2a4d96f29db29f885d5d943fd06117
Name:Rockies_ASV_louis_zoo_taxonomy
Description:Table containing the taxonomical assignments of the ASVs assigned as zooplankton
Number of Records:220
Number of Columns:10

Table Structure
Object Name:Rockies_ASV_louis_zoo_taxonomy.csv
Size:72971 byte
Authentication:d640ed0eae7f2feba7b21d365c791a96 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\r\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 DNA_SEQASVPhylumClassOrderFamilyGenusSpeciesSimilarityStatus
Column Name:DNA_SEQ  
ASV  
Phylum  
Class  
Order  
Family  
Genus  
Species  
Similarity  
Status  
Definition:DNA sequenceASV IDPhylumClassOrderFamilyGenusSpeciesSequence similarity % to reference sequenceStatus of reference sequence
Storage Type:string  
string  
string  
string  
string  
string  
string  
string  
float  
string  
Measurement Type:nominalnominalnominalnominalnominalnominalnominalnominalrationominal
Measurement Values Domain:
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Definitiontext
Unitpercent
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeEarly-Release
DefinitionEarly-Release
Source
Code Definition
CodePrivate
DefinitionPrivate
Source
Code Definition
CodePublished
DefinitionPublished
Source
Missing Value Code:                    
Accuracy Report:                    
Accuracy Assessment:                    
Coverage:                    
Methods:                    

Data Package Usage Rights

This data package is released to the "public domain" under Creative Commons CC0 1.0 "No Rights Reserved" (see: https://creativecommons.org/publicdomain/zero/1.0/). It is considered professional etiquette to provide attribution of the original work if this data package is shared in whole or by individual components. A generic citation is provided for this data package on the website https://portal.edirepository.org (herein "website") in the summary metadata page. Communication (and collaboration) with the creators of this data package is recommended to prevent duplicate research or publication. This data package (and its components) is made available "as is" and with no warranty of accuracy or fitness for use. The creators of this data package and the website shall not be liable for any damages resulting from misinterpretation or misuse of the data package or its components. Periodic updates of this data package may be available from the website. Thank you.

Keywords

By Thesaurus:
(No thesaurus)metabarcoding, effective density, invasive species impacts, mountain lakes, cytochrome oxidase I, salmonids, environmental DNA

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:

Nine mountain lakes with brook trout (Salvelinus fontinalis) and four reference fishless lakes in the Canadian Rockies were included in a replicated whole lake ecosystem experiment that involved intensive harvesting and detailed population demography estimation of brook trout from 2017 to 2020 to assess harvesting effects (Brookes et al. 2022; Matte et al. 2023), as well as and associated ecological effects in the lakes (this paper). The experimental harvesting treatment resulted in lake-specific differences in the effective density of brook trout among the mountain lakes at different elevations. With three exceptions, all study lakes that were historically stocked contained brook trout as the sole fish species in the lakes. The exceptions are Mud Lake with a small population of longnose dace (Rhinichthys cataractae), Margaret Lake with small numbers of cutthroat trout (Oncorhynchus clarkii), and Dog Lake which also contains rainbow trout (Oncorhynchus mykiss), longnose dace, longnose sucker (Catostomus catostomus), and bull trout (Salvelinus confluentus) (Messner et al. 2013; Parks Canada, unpublished data). We also included four fishless lakes (n=2 high elevation, above treeline; n=2 low elevation, below treeline) in our study as an ecological reference for aquatic communities that had not been or had been minimally impacted by historical exotic brook trout stocking.

Description:

For each of the nine lakes containing brook trout, Mark-recapture studies were conducted in the summer of 2018, between May 27 and June 30, except for Cobb Lake, where isolated marking events occurred until September 12. Detailed methods for estimating brook trout population demography are provided in the Supplementary Information. To estimate the population-level consumptive impact of brook trout on zooplankton and macroinvertebrate communities, we used effective density as our metric of abundance (Post et al. 1999). This metric assumes that individual-level consumptive effects scale allometrically (Peters 1983; Schmidt-Nielsen 1984; Wilson 1975), according to the following formula: Consumption = Individual Mass^2/3

The aggregate population-level consumptive effect of brook trout can thus be modelled using a detailed formula, which can be found in the paper

We note that this metric assumes that our size-structure estimates were representative of the size structure of the entire population.

Description:

Water chemistry, zooplankton, macroinvertebrate, and eDNA samples were collected near the end of the open-water season (August to September) in 2018 from all 13 lakes. All study lakes were sampled for pH, dissolved oxygen (DO, mg/L), total phosphorus (TP, µg/L), total nitrogen (TN, mg/L), dissolved organic carbon (DOC, mg/L) and algal biomass (Chla, µg/L) to characterize lake environments.

Description:

We analyzed crustacean zooplankton and macroinvertebrates by manual, morphological methods between August and September 2018 for all 13 lakes to cover taxa potentially not captured by COI eDNA metabarcoding (methods in Supplementary Information). We applied eDNA metabarcoding with cytochrome oxidase I (COI) mitochondrial DNA using universal primers designed by Leray et al. (2013) with the goal of capturing sequence variation for taxonomic groups represented by the crustacean zooplankton and by macroinvertebrates.

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: Daphne Trepanier-Leroux
Organization:UQAM
Position:MSc student
Id:https://orcid.org/0000-0002-0608-276X
Individual: Matthew C Yates
Organization:UQAM
Individual: Louis Astorg
Organization:UQAM
Individual: Dylan J Fraser
Organization:Concordia
Individual: Shelley Humphries
Organization:Parks Canada
Individual: Melania E Cristescu
Organization:McGill
Position:PI
Individual: Alison M Derry
Organization:UQAM
Position:PI
Contacts:
Individual: Alison Derry
Organization:UQAM
Position:PI
Email Address:
derry.alison@uqam.ca
Id:https://orcid.org/0000-0001-5768-8027
Associated Parties:
Individual: Genevieve Bourret
Organization:CERMO-FC
Role:sequencing
Metadata Providers:
Individual: Daphne Trepanier-Leroux
Organization:UQAM
Email Address:
daphne.t.leroux@hotmail.com
Id:https://orcid.org/0000-0002-0608-276X

Temporal, Geographic and Taxonomic Coverage

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

Time Period
Begin:
2018-08-27
End:
2018-09-12
Sampling Site: 
Description:Annette Lake
Site Coordinates:
Longitude (degree): -116.21Latitude (degree): 51.36694
Sampling Site: 
Description:Cobb Lake
Site Coordinates:
Longitude (degree): -115.88Latitude (degree): 50.66119
Sampling Site: 
Description:Temple Lake
Site Coordinates:
Longitude (degree): -116.18Latitude (degree): 51.36604
Sampling Site: 
Description:Herbert Lake
Site Coordinates:
Longitude (degree): -116.22Latitude (degree): 51.46125
Sampling Site: 
Description:Mud Lake
Site Coordinates:
Longitude (degree): -116.18Latitude (degree): 51.44039
Sampling Site: 
Description:Helen Lake
Site Coordinates:
Longitude (degree): -116.41Latitude (degree): 51.68436
Sampling Site: 
Description:Kootenay Pond
Site Coordinates:
Longitude (degree): -116.3Latitude (degree): 50.89333
Sampling Site: 
Description:Sentinel Lake
Site Coordinates:
Longitude (degree): -116.21Latitude (degree): 51.33472
Sampling Site: 
Description:Ross Lake
Site Coordinates:
Longitude (degree): -116.33Latitude (degree): 51.44039
Sampling Site: 
Description:Olive Lake
Site Coordinates:
Longitude (degree): -115.94Latitude (degree): 50.67336
Sampling Site: 
Description:McNair Lake
Site Coordinates:
Longitude (degree): -116.16Latitude (degree): 51.40644
Sampling Site: 
Description:Dog Lake
Site Coordinates:
Longitude (degree): -115.93Latitude (degree): 50.78036
Sampling Site: 
Description:Margaret Lake
Site Coordinates:
Longitude (degree): -116.37Latitude (degree): 51.58135

Project

Parent Project Information:

Title:Density-dependent effects of exotic brook trout on freshwater zooplankton and macroinvertebrate communities in mountain lakes
Personnel:
Individual: Daphne Trepanier-Leroux
Organization:UQAM
Position:MSc student
Email Address:
daphne.t.leroux@hotmail.com
Role:First author
Individual: Alison M Derry
Organization:UQAM
Position:PI
Email Address:
derry.alison@uqam.ca
Role:dessigned the study
Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'emlEditor'
        |     |        \___attribute 'app' = 'ezEML'
        |     |        \___attribute 'release' = '2023.07.06'
        |     |___text '\n    '
        |___text '\n  '

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

UNM logo UW-M logo