Data Package Metadata   View Summary

Temperature and floral density data from seven study sites around the Rocky Mountain Biological Laboratory, Colorado: 2013-2021

General Information
Data Package:
Local Identifier:edi.699.1
Title:Temperature and floral density data from seven study sites around the Rocky Mountain Biological Laboratory, Colorado: 2013-2021
Alternate Identifier:DOI PLACE HOLDER
Abstract:

Data were collected as part of a study of population dynamics of solitary, cavity-nesting Hymenoptera. Nesting structures (“trap-nests”) were established at five study sites along an elevational gradient around the Rocky Mountain Biological Laboratory in 2013. Two additional study sites were added in 2014, and one of the original study sites was dropped at the end of 2015. At each site, a HOBO data-logger placed under a centrally located trap-nest records air temperatures hourly. Floral densities are recorded at each site, typically 1-2 times per week, throughout the growing season, for specific plant taxa known to be used as pollen sources by cavity-nesting bees.

Publication Date:2022-01-05
For more information:
Visit: DOI PLACE HOLDER

Time Period
Begin:
2013-05-29
End:
2021-08-05

People and Organizations
Contact:Forrest, Jessica R.K. (University of Ottawa) [  email ]
Creator:Forrest, Jessica R.K. (University of Ottawa)

Data Entities
Data Table Name:
Forrest RMBL trapnest coordinates 2013-2021
Description:
Site names, locations, and years used.
Data Table Name:
Floral abundance data 2013-2021
Description:
Hourly temperature data recorded at each study site between 2013 and 2021.
Data Table Name:
trapnest HOBO data 2013-2021
Description:
Hourly temperature data recorded at each study site between 2013 and 2021.
Other Name:
Appendix A
Description:
Table showing which plant taxa were surveyed in each year of study and how (and when) taxa were merged into higher taxa. Taxa included in the same cell of the table were counted as a single taxon during surveys.
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/699/1/b3d7809303a3c711b7fe2a81213888f1
Name:Forrest RMBL trapnest coordinates 2013-2021
Description:Site names, locations, and years used.
Number of Records:7
Number of Columns:6

Table Structure
Object Name:Forrest RMBL trapnest coordinates 2013-2021.csv
Size:434 byte
Authentication:5244e75160177681df7e4215b895228d Calculated By MD5
Text Format:
Number of Header Lines:1
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Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 Site nameSite codeYears usedLatitude NLongitude WElevation
Column Name:Site name  
Site code  
Years used  
Latitude N  
Longitude W  
Elevation  
Definition:Full name of siteTwo- or three-character code for site nameFirst summer and most recent summer in which data were collected at the siteLatitude of site centre Longitude of site centreElevation of site centre
Storage Type:string  
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string  
float  
float  
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Measurement Type:nominalnominalnominalratioratioratio
Measurement Values Domain:
DefinitionFull name of site
DefinitionTwo- or three-character code for site name
DefinitionFirst summer and most recent summer in which data were collected at the site
Unitdegree
Typereal
Unitdegree
Typereal
Unitmeter
Typeinteger
Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/699/1/9128fc56f71bb64f20c750b207968e15
Name:Floral abundance data 2013-2021
Description:Hourly temperature data recorded at each study site between 2013 and 2021.
Number of Records:17869
Number of Columns:14

Table Structure
Object Name:Floral abundance data 2013-2021.csv
Size:1451659 byte
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Field Delimiter:,
Quote Character:"

Table Column Descriptions
 YearSiteDateDay of yearSampling occasionPlant taxonFamilyFloral units countedDistance to first 100 units mNumber of units counted if fewer than 100NotesArea surveyed m2Density no per m2Flowers counted by
Column Name:Year  
Site  
Date  
Day of year  
Sampling occasion  
Plant taxon  
Family  
Floral units counted  
Distance to first 100 units m  
Number of units counted if fewer than 100  
Notes  
Area surveyed m2  
Density no per m2  
Flowers counted by  
Definition:Year of observationTwo- or three-character site code. See Trapnest coordinates table (above) for interpretation.Date of observationDay of year of observationNumber of times the site has been sampled so far in a given yearSpecies, genus, family, or set of species or genera counted as a single taxon during surveyPlant family to which the plant taxon belongsIndicates whether individual flowers or inflorescences (catkins or capitula) were the units counted during survey for that taxonDistance to the 100th flower of that taxonNumber of floral units observed within a 100 m radius of site centre, if fewer than 100. Recorded only in 2021.Field notes, typically recording the number of floral units observed if fewer than 100 (prior to 2021), or the identity of specific plant taxa observed, or the developmental stage or condition of flowers.Area within which flowers were counted, calculated based on the distance to first 100 floral units.Calculated density of floral units.Calculated density of floral units. Initials of observer who counted floral units.
Storage Type:float  
string  
dateTime  
float  
string  
string  
string  
string  
string  
string  
string  
float  
float  
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Measurement Type:dateTimenominaldateTimenominalnominalnominalnominalnominalnominalnominalnominalratiorationominal
Measurement Values Domain:
FormatYYYY
Precision
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeBC
DefinitionBrush Creek
Source
Code Definition
CodeFT
Definition401 Trail
Source
Code Definition
CodeKC
DefinitionKebler Clearing
Source
Code Definition
CodeKP
DefinitionKebler Pass
Source
Code Definition
CodeMCB
DefinitionMt. Crested Butte
Source
Code Definition
CodeRP
DefinitionRosy Point
Source
Code Definition
CodeVB
DefinitionVirginia Basin
Source
FormatDD-MMM-YY
Precision
DefinitionDay of year of observation
DefinitionNumber of times the site has been sampled so far in a given year
DefinitionSpecies, genus, family, or set of species or genera counted as a single taxon during survey
DefinitionPlant family to which the plant taxon belongs
DefinitionIndicates whether individual flowers or inflorescences (catkins or capitula) were the units counted during survey for that taxon
DefinitionDistance to the 100th flower of that taxon
DefinitionNumber of floral units observed within a 100 m radius of site centre, if fewer than 100. Recorded only in 2021.
DefinitionField notes, typically recording the number of floral units observed if fewer than 100 (prior to 2021), or the identity of specific plant taxa observed, or the developmental stage or condition of flowers.
UnitmeterSquared
Typereal
UnitnumberPerMeterSquared
Typereal
DefinitionCalculated density of floral units. Initials of observer who counted floral units.
Missing Value Code:                
CodeNA
Explmissing value
   
CodeNA
Explmissing value
Code0
Explmissing value
 
Accuracy Report:                            
Accuracy Assessment:                            
Coverage:                            
Methods:                            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/edi/699/1/25026774d27074007b7ba7827728c06b
Name:trapnest HOBO data 2013-2021
Description:Hourly temperature data recorded at each study site between 2013 and 2021.
Number of Records:502299
Number of Columns:8

Table Structure
Object Name:trapnest HOBO data 2013-2021.csv
Size:22606289 byte
Authentication:703b3ba3a051c001be1d2367fbf305dc 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
 Excel dateYearMonthDayDay of yearTimeSiteTemp
Column Name:Excel date  
Year  
Month  
Day  
Day of year  
Time  
Site  
Temp  
Definition:Observation dateYear of observationMonth of observationDay of observationDay of year of observationHour of observation. Temperatures were logged hourly, on the hourTwo- or three-character site code. See Trapnest coordinates table (above) for interpretation.Temperature reading
Storage Type:dateTime  
float  
float  
float  
float  
dateTime  
string  
float  
Measurement Type:dateTimedateTimenominalnominalnominaldateTimenominalratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
FormatYYYY
Precision
DefinitionMonth of observation
DefinitionDay of observation
DefinitionDay of year of observation
Formathh:mm:ss
Precision
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeBC
DefinitionBrush Creek
Source
Code Definition
CodeFT
Definition401 Trail
Source
Code Definition
CodeKC
DefinitionKebler Clearing
Source
Code Definition
CodeKP
DefinitionKebler Pass
Source
Code Definition
CodeMCB
DefinitionMt. Crested Butte
Source
Code Definition
CodeRP
DefinitionRosy Point
Source
Code Definition
CodeVB
DefinitionVirginia Basin
Source
Unitcelsius
Typereal
Missing Value Code:              
CodeNA
Explmissing value
Accuracy Report:                
Accuracy Assessment:                
Coverage:                
Methods:                

Non-Categorized Data Resource

Name:Appendix A
Entity Type:pdf
Description:Table showing which plant taxa were surveyed in each year of study and how (and when) taxa were merged into higher taxa. Taxa included in the same cell of the table were counted as a single taxon during surveys.
Physical Structure Description:
Object Name:Appendix A.pdf
Size:103174 byte
Authentication:29ccb6296aed161be56aa7bee4e3e0fa Calculated By MD5
Externally Defined Format:
Format Name:pdf
Data:https://pasta-s.lternet.edu/package/data/eml/edi/699/1/b16e1b5d55c882f3939738e7b45b7829

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
LTER Controlled Vocabularyabundance, air temperature, flowering, forbs, montane, plant phenology, seasonality
(No thesaurus)Rocky Mountain Biological Laboratory

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:

Overviews of the study sites, study design, and objectives can be found in the articles referenced below (Forrest & Chisholm 2017, Wong & Forrest 2021). Study sites are visited every 3-10 days throughout the growing season.

Temperature data are recorded hourly at each site by a HOBO pendant data-logger (light & temperature; Onset Computer, Bourne, Massachusetts, USA) attached to the bottom of one centrally located trap-nest (nesting block). The data-logger is not properly shielded from solar radiation, but it is shaded by the block. The light sensor faces out (=down). The logger is attached by a wire to the pipe-strapping that attaches the block to the tree, and it is additionally secured by another piece of pipe-strapping or wire mesh that supports it against the bottom of the trap-nest (so it isn’t dangling). Typically, the temperature data are downloaded once in the spring (May-June) and again at the end of summer (August). Batteries are replaced at the same time if necessary. Data from all sites and years are compiled into a single data file. One data-logger (at the VB site) failed over the winter of 2013-2014, so those readings are missing. Occasionally, single hourly readings were missed due to errors with time stamps or downloading being done at the time of temperature recording.

As soon as any bee activity or flowering is observed at a site, floral surveys begin at that site. Surveys were done twice a week, as much as possible (once a week at the VB site), from 2013 to 2019; as of 2021, they are done weekly at all sites. Surveys are occasionally delayed by a day or two because of poor weather. The specific flower taxa counted have changed slightly over the years, based on our growing knowledge of which taxa are used by bees and of which taxa can be distinguished using their pollen. We have also grouped some taxa to simplify sampling, as shown in Appendix A. Floral densities are measured by counting the number of open flowers (or inflorescences, for Asteraceae) seen while walking in an expanding spiral from a fixed, central point; when 100 flowers are reached, we measure the distance from the centre of the site to this flower. Distances under 30 m are normally measured using a surveyor’s tape, to the nearest 0.1 m. Distances greater than 30 m are measured to the nearest metre using a Trimble GeoXH GPS unit. If 100 flowers are not reached within a 100m radius of the centre of the site, “>100m” is recorded for the distance and the number of flowers observed is recorded in the “notes” column. Distances are converted to densities using the fact that the measured distance represents the radius within which 100 flowers were observed.

In the first year of the project (2013), floral resources were quantified only once the first bees began nesting at a site, so floral densities prior to that point are unknown. In all years, the end of flowering may have been missed for some taxa because of the team’s departure from the field station in August. (The last date recorded for a given site in each floral abundance spreadsheet represents the last date on which floral surveys were conducted at that site in that year.)

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@environmentaldatainitiative.org
Web Address:
https://environmentaldatainitiative.org
Id:https://ror.org/0330j0z60
Creators:
Individual: Jessica R.K. Forrest
Organization:University of Ottawa
Email Address:
jforrest@uottawa.ca
Id:https://orcid.org/0000-0002-5273-9339
Contacts:
Individual: Jessica R.K. Forrest
Organization:University of Ottawa
Email Address:
jforrest@uottawa.ca
Id:https://orcid.org/0000-0002-5273-9339

Temporal, Geographic and Taxonomic Coverage

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

Time Period
Begin:
2013-05-29
End:
2021-08-05
Geographic Region:
Description:Seven sites around the Rocky Mountain Biological Laboratory, near Crested Butte, Colorado, USA.
Bounding Coordinates:
Northern:  38.977Southern:  38.853
Western:  -107.101Eastern:  -106.92
Altitude Minimum:2730.0Altitude Maximum:3450.0
Sampling Site: 
Description:Brush Creek
Site Coordinates:
Longitude (degree): -106.91961670000002Latitude (degree): 38.86093333
Altitude (meter):2730.0
Sampling Site: 
Description:Mt. Crested Butte
Site Coordinates:
Longitude (degree): -106.9623Latitude (degree): 38.8892
Altitude (meter):2869.0
Sampling Site: 
Description:Rosy Point
Site Coordinates:
Longitude (degree): -106.9687Latitude (degree): 38.93276667
Altitude (meter):2879.0
Sampling Site: 
Description:Kebler Clearing
Site Coordinates:
Longitude (degree): -107.061Latitude (degree): 38.858000000000004
Altitude (meter):2956.0
Sampling Site: 
Description:401 Trail
Site Coordinates:
Longitude (degree): -106.99056670000002Latitude (degree): 38.97078333
Altitude (meter):3020.0
Sampling Site: 
Description:Kebler Pass
Site Coordinates:
Longitude (degree): -107.101Latitude (degree): 38.8525
Altitude (meter):3040.0
Sampling Site: 
Description:Virginia Basin
Site Coordinates:
Longitude (degree): -106.9762Latitude (degree): 38.97696667
Altitude (meter):3450.0

Project

Parent Project Information:

Title:Population dynamics and phenology of subalpine cavity-nesting Hymenoptera in Colorado, USA, with data on pollen usage and floral resources.
Personnel:
Individual: Jessica R.K. Forrest
Organization:University of Ottawa
Email Address:
jforrest@uottawa.ca
Id:https://orcid.org/0000-0002-5273-9339
Role:Principal Investigator
Abstract:

This project was initiated in May 2013 to study populations of cavity-nesting bees at sites varying in elevation (and, thus, in temperature, phenology, and frost risk). The initial goal of the project was to determine the relative impacts of temperature variation and floral resource availability (which itself might be affected by temperature, via frost damage to flowers) on bee populations by monitoring the reproductive output of individual bees nesting in experimental trap-nests. However, it quickly became apparent that most of the flowers upon which the bees were most dependent were not particularly frost sensitive, such that frost was not likely to have a major impact on floral resource variation among sites or years. Thus, that aspect of the initial objectives was dropped, but the goal of understanding factors regulating bee populations remained. The initial results of this project (for Osmia iridis only) were published as Forrest & Chisholm 2017, Ecology. A subsequent paper by Lydia Wong (Wong & Forrest 2021, J. Animal Ecol.) includes a more comprehensive analysis of the reproductive output of multiple bee species, using the data up to 2018. Ongoing data collection aims to assess the impacts of drought on bee populations, and the effects of spring temperature on phenological synchronization between bees and their floral host-plants (as well as the fitness consequences for bees of any changes in synchrony). The project has also documented nesting phenology and abundance of cavity-nesting wasps (mainly eumenine vespids), though these have not been the primary focus.

Additional Award Information:
Funder:Natural Sciences and Engineering Research Council
Title:Pollination in a Changing Environment
Additional Award Information:
Funder:Natural Sciences and Engineering Research Council
Title:Bee Ecology and Evolution in the Context of Global Change

Maintenance

Maintenance:
Description:

Ongoing

Frequency:
Other Metadata

Additional Metadata

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