EVENTS
Arctic Data Center Training (January 2019)
Dates: January 14 - January 18, 2019
Location: Santa Barbara, CA
Venue: NCEAS, 735 State St., Suite 300, UC Santa Barbara
The Arctic Data Center provides training in data science and data management, as these are critical skills for the stewardship of the data, software, and other research products that are preserved in the Arctic Data Center. A goal of the Arctic Data Center is to advance data archiving and promote reproducible science and data reuse. This 5-day workshop will provide researchers with an overview of best data management practices, data science tools and concrete steps and methods for more easily documenting and uploading their data to the Arctic Data Center.
Overview:
Workshop topics will include:
- Arctic Data Center and NSF Standards and Policies
- Data Management Plans
- Effective Data Management for Data Preservation
- Publishing Data at the Arctic Data Center
- Data and Metadata Quality
- Provenance for Data and Software
For more detailed information on how to prepare for the workshop, see preparing for the workshop (below).
Materials
Organizers
Name | |
---|---|
Matthew Jones | jones@nceas.ucsb.edu |
Amber Budden | budden@nceas.ucsb.edu |
Kathryn Meyer | meyer@nceas.ucsb.edu |
Jeanette Clark | jclark@nceas.ucsb.edu |
Acknowledgements
Work on this package was supported by:
- NSF award #1546024 to M. B. Jones, S. Baker-Yeboah, A. Budden, J. Dozier, and M. Schildhauer
Additional support was provided for working group collaboration by the National Center for Ecological Analysis and Synthesis, a Center funded by the University of California, Santa Barbara, and the State of California.
Preparing for the Workshop
Required software
We will primarily be using a web browser, R
, RStudio, and git
. Please be sure these are all installed on your laptop, as follows:
R: We will use R version 3.5.2, which you can download and install from CRAN
RStudio: To download RStudio, visit RStudio’s download page. If you don’t know how up to date your version of RStudio is, please download an updated copy and install it
R packages: Please be sure you have installed or updated the following packages:
- devtools
- dplyr
- DT
- ggplot2
- leaflet
- tidyr
You can install these packages quickly by running the following two code snippets:
packages <- c("devtools", "dplyr", "DT", "ggplot2", "leaflet", "tidyr")
for (package in packages) { if (!(package %in% installed.packages())) { install.packages(package) } }
git: Download git and install it on your system.
GitHub: We will be using GitHub so you will need create (or remember your existing) GitHub login
Refresh your skills
This workshop assumes a base level of experience using R for scientific and statistical analyses. However, we realize that not everyone will be at the same place in terms of familiarity with the tools we’ll be using. If you’d like to brush up on your R skills prior to the workshop, check out this list of resources we like:
- The Data Scientist with R track at DataCamp
- The Introduction to R lesson in Data Carpentry’s R for data analysis course.
- The QCBS Introduction to R lesson
- RStudio’s R Programming page
If you’re a fan of cheat sheets, RStudio provides some fantastic ones on their Cheat Sheets page. Please make sure to print ahead of time if you prefer hard copies. In particular, check out:
- Base R
- Data Import
- Data Transformation with dplyr
- R Markdown
- Data Visualization with ggplot2
- R Markdown Reference Guide
- The leaflet package
Participants
Name | Affiliation | |
---|---|---|
Aleksandra Durova | adurova@mit.edu | MIT |
Angela Bliss | acbliss2@gmail.com | NASA |
Barbara Johnson | bajohnson20@alaska.edu | University of Alaska - Fairbanks |
Benjamin Keisling | benjaminkeisling@gmail.com | University of Massachusetts - Amherst |
Bryan Brasher | Bryan.brasher@noaa.gov | NOAA |
Carolyn M. Kurle | ckurle@ucsd.edu | UC San Diego |
Gary Holton | holton@hawaii.edu | University of Hawaii at Manoa |
Hunter Snyder | hunter.gr@dartmouth.edu | Dartmouth College |
Julia Stuart | jms2435@nau.edu | Northern Arizona University |
Kelly Deuerling | kmdeuerling@gmail.com | University of Florida |
Matthew Druckenmiller | druckenmiller@nsidc.org | National Snow and Ice Data Center |
Jessica Ernakovich | jessica.ernakovich@unh.edu | University of New Hampshire |
Michael Loranty | mloranty@colgate.edu | Colgate University |
Monika Sikand | monikavsikand@gmail.com | Bronx Community College |
Nicole Trenholm | nicolet3@umbc.edu | University of Maryland Baltimore County |
Patrick Alexander | pma2107@ldeo.columbia.edu | Lamont Doherty Earth Observatory |
Patricia DeRepentigny | patricia.derepentigny@colorado.edu | University of Colorado - Boulder |
Seeta Sistla | ssistla@hampshire.edu | Hampshire College |
Shayne O’Brien | sro41@txstate.edu | Texas State |
Shujie Wang | swang@ldeo.columbia.edu | Lamont Doherty Earth Observatory |
Vladimir Alexeev | valexeev@alaska.edu | University of Alaska - Fairbanks |
Ying-Jung C Deweese | ydeweese@uw.edu | University of Washington |