{"id":"https://openalex.org/W3208992319","doi":"https://doi.org/10.5281/zenodo.3264888","title":"datacarpentry/R-ecology-lesson: Data Carpentry: Data Analysis and Visualization in R for Ecologists, June 2019","display_name":"datacarpentry/R-ecology-lesson: Data Carpentry: Data Analysis and Visualization in R for Ecologists, June 2019","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3208992319","doi":"https://doi.org/10.5281/zenodo.3264888","mag":"3208992319"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:3264888","is_oa":true,"landing_page_url":"https://zenodo.org/record/3264888","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/3264888","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065122125","display_name":"Fran\u00e7ois Michonneau","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Michonneau, Fran\u00e7ois","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004423042","display_name":"Tracy Teal","orcid":"https://orcid.org/0000-0002-9180-9598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Teal, Tracy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044050824","display_name":"Auriel M. V. Fournier","orcid":"https://orcid.org/0000-0002-8530-9968"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fournier, Auriel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081317888","display_name":"B. Seok","orcid":"https://orcid.org/0000-0002-4513-3224"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seok, Brian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055201153","display_name":"Adam Obeng","orcid":"https://orcid.org/0000-0002-2906-4775"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Obeng, Adam","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048002342","display_name":"Aleksandra Pawlik","orcid":"https://orcid.org/0000-0001-8418-6735"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pawlik, Aleksandra Natalia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050741632","display_name":"Ana Costa Conrado","orcid":"https://orcid.org/0000-0001-6345-987X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Conrado, Ana Costa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004427441","display_name":"Kara Woo","orcid":"https://orcid.org/0000-0002-5125-4188"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Woo, Kara","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071032253","display_name":"Philip Lijnzaad","orcid":"https://orcid.org/0000-0002-7535-583X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lijnzaad, Philip","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061823269","display_name":"Ted Hart","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hart, Ted","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060079821","display_name":"Ethan P. White","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"White, Ethan P","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057770476","display_name":"Ben Marwick","orcid":"https://orcid.org/0000-0001-7879-4531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marwick, Ben","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021063042","display_name":"Benjamin M. Bolker","orcid":"https://orcid.org/0000-0002-2127-0443"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bolker, Ben","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068438394","display_name":"Kari L. Jordan","orcid":"https://orcid.org/0000-0003-4121-2432"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jordan, Kari L","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035035076","display_name":"Jaime Ashander","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashander, Jaime","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084011294","display_name":"Harriet Dashnow","orcid":"https://orcid.org/0000-0001-8433-6270"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dashnow, Harriet","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073774982","display_name":"Kate L. Hertweck","orcid":"https://orcid.org/0000-0002-4026-4612"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hertweck, Kate","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001196104","display_name":"Sergio Mart\u00ednez Cuesta","orcid":"https://orcid.org/0000-0001-9806-2805"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cuesta, Sergio Mart\u00ednez","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040718497","display_name":"Erin Becker","orcid":"https://orcid.org/0000-0002-6832-0233"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Becker, Erin Alison","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004309185","display_name":"St\u00e9phane Guillou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guillou, St\u00e9phane","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027601247","display_name":"Alexey Shiklomanov","orcid":"https://orcid.org/0000-0003-4022-5979"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shiklomanov, Alexey","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039381797","display_name":"David H. Klinges","orcid":"https://orcid.org/0000-0002-7900-9379"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klinges, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049599174","display_name":"Gabriel Odom","orcid":"https://orcid.org/0000-0003-1341-4555"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Odom, Gabriel J.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017693418","display_name":"Martin Jean","orcid":"https://orcid.org/0000-0002-7439-1767"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean, Martin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108789834","display_name":"K. A. S. Mislan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. A. S. Mislan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063291871","display_name":"Kayla M. Johnson","orcid":"https://orcid.org/0000-0002-5962-4091"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnson, Kayla","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003509142","display_name":"Najko Jahn","orcid":"https://orcid.org/0000-0001-5105-1463"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Najko Jahn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012866534","display_name":"Sara Mannheimer","orcid":"https://orcid.org/0000-0002-1433-6782"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mannheimer, Sara","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005685068","display_name":"Steve Pederson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pederson, Steve","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089967984","display_name":"Alex Pletzer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pletzer, Alex","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062293799","display_name":"Anne Fouilloux","orcid":"https://orcid.org/0000-0002-1784-2920"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fouilloux, Anne","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010393540","display_name":"Callin M. Switzer","orcid":"https://orcid.org/0000-0003-0901-169X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Switzer, Callin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046616085","display_name":"Christie A. Bahlai","orcid":"https://orcid.org/0000-0002-8937-8709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bahlai, Christie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057569385","display_name":"Daijiang Li","orcid":"https://orcid.org/0000-0002-0925-3421"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daijiang Li","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025389480","display_name":"Dan Kerchner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kerchner, Dan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066043188","display_name":"Francisco Rodr\u00edguez\u2010S\u00e1nchez","orcid":"https://orcid.org/0000-0002-7981-1599"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rodriguez-Sanchez, Francisco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051216086","display_name":"Gede Primahadi Wijaya Rajeg","orcid":"https://orcid.org/0000-0002-2047-8621"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajeg, Gede Primahadi Wijaya","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041274004","display_name":"Hao Ye","orcid":"https://orcid.org/0000-0002-8630-1458"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ye, Hao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022849043","display_name":"Hugo Tavares","orcid":"https://orcid.org/0000-0002-8446-7630"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tavares, Hugo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064534620","display_name":"Katrin Leinweber","orcid":"https://orcid.org/0000-0001-5135-5758"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leinweber, Katrin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032392470","display_name":"Kayla Peck","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peck, Kayla","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051228228","display_name":"Mauro Lepore","orcid":"https://orcid.org/0000-0002-1986-7988"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lepore, Mauro Luciano","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038221033","display_name":"Stacey A. Hancock","orcid":"https://orcid.org/0000-0002-8540-2492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hancock, Stacey","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009702456","display_name":"Thomas Sandmann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sandmann, Thomas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001024852","display_name":"T. Mark Hodges","orcid":"https://orcid.org/0000-0003-1766-456X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hodges, Toby","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065611962","display_name":"Katrin Tirok","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tirok, Katrin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Jean, Martin","orcid":"https://orcid.org/0000-0002-7439-1767"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean, Martin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060867574","display_name":"Alastair Bailey","orcid":"https://orcid.org/0000-0002-4682-3251"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bailey, Alistair","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Hardenberg, Achaz Von","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hardenberg, Achaz Von","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045776475","display_name":"Allison S. Theobold","orcid":"https://orcid.org/0000-0002-8092-6182"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Theobold, Allison","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058262411","display_name":"April Wright","orcid":"https://orcid.org/0000-0003-4692-3225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wright, April","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079295380","display_name":"Arindam Basu","orcid":"https://orcid.org/0000-0003-2326-2292"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arindam Basu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113967463","display_name":"Carolina Johnson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnson, Carolina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069991176","display_name":"Carolyn Voter","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Voter, Carolyn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062368764","display_name":"Catherine M. Hulshof","orcid":"https://orcid.org/0000-0002-2200-8076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hulshof, Catherine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076870360","display_name":"Daina Bouquin","orcid":"https://orcid.org/0000-0003-2626-3688"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bouquin, Daina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040048928","display_name":"Danielle Quinn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quinn, Danielle","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004603604","display_name":"Darya Vanichkina","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vanichkina, Darya","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082643851","display_name":"Earle Wilson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wilson, Earle","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003004849","display_name":"Eli D. Strauss","orcid":"https://orcid.org/0000-0003-3413-1642"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Strauss, Eli","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003944657","display_name":"Ellen K. Bledsoe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bledsoe, Ellen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057701951","display_name":"Emilia Gan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gan, Emilia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033434535","display_name":"Dmytro Fishman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fishman, Dmytro","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108765867","display_name":"Fred Boehm","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boehm, Fred","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081826822","display_name":"Gergana N. Daskalova","orcid":"https://orcid.org/0000-0002-5674-5322"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daskalova, Gergana","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Tavares, Hugo","orcid":"https://orcid.org/0000-0001-9373-2726"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tavares, Hugo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077968787","display_name":"Jake Kaupp","orcid":"https://orcid.org/0000-0002-3217-3294"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaupp, Jake","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018541208","display_name":"Jillian C. Dunic","orcid":"https://orcid.org/0000-0002-0729-3083"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dunic, Jillian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017778869","display_name":"Jonathan Keane","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keane, Jonathan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Stachelek, Joseph","orcid":"https://orcid.org/0000-0002-5924-2464"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stachelek, Joseph","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029149330","display_name":"Joshua R. Herr","orcid":"https://orcid.org/0000-0003-3425-292X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herr, Joshua R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058148193","display_name":"Justin Millar","orcid":"https://orcid.org/0000-0002-6866-7544"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Millar, Justin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040130605","display_name":"Katie E. Lotterhos","orcid":"https://orcid.org/0000-0001-7529-2771"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lotterhos, Katie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077335670","display_name":"Karen Cranston","orcid":"https://orcid.org/0000-0002-4798-9499"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cranston, Karen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038022432","display_name":"Kenan Direk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Direk, Kenan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023034161","display_name":"Kristian Tyl\u00e9n","orcid":"https://orcid.org/0000-0001-7492-0078"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tyl\u00e9n, Kristian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008526644","display_name":"Kyriakos C. Chatzidimitriou","orcid":"https://orcid.org/0000-0003-0715-1197"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chatzidimitriou, Kyriakos","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007182489","display_name":"Lachlan Deer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deer, Lachlan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024878202","display_name":"Leszek Tarkowski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tarkowski, Leszek","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005538320","display_name":"Marco Chiapello","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chiapello, Marco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086340617","display_name":"Marie-Helene Burle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Burle, Marie-Helene","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004411749","display_name":"Markus J. Ankenbrand","orcid":"https://orcid.org/0000-0002-6620-807X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ankenbrand, Markus","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020714173","display_name":"Max F. Czapanskiy","orcid":"https://orcid.org/0000-0002-6302-905X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Czapanskiy, Max","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040744881","display_name":"Melissa Moreno","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moreno, Melissa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012048707","display_name":"Michael Culshaw\u2010Maurer","orcid":"https://orcid.org/0000-0003-2205-8679"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Culshaw-Maurer, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009592959","display_name":"Michael J. Koontz","orcid":"https://orcid.org/0000-0002-8276-210X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Koontz, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043903590","display_name":"Michael Weisner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weisner, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090811544","display_name":"Myfanwy Johnston","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnston, Myfanwy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020382744","display_name":"Nick Carchedi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carchedi, Nick","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000136330","display_name":"Olivia R. Burge","orcid":"https://orcid.org/0000-0001-7719-6695"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Burge, Olivia Rata","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101748647","display_name":"Paul Harrison","orcid":"https://orcid.org/0009-0004-6390-1137"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harrison, Paul","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078953496","display_name":"Peter Humburg","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Humburg, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065741760","display_name":"R. Pauloo","orcid":"https://orcid.org/0000-0002-6231-9530"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pauloo, Richard","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084749989","display_name":"Ryan Peek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peek, Ryan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112050971","display_name":"Robin Elahi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elahi, Robin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044389608","display_name":"Sandra Cortijo","orcid":"https://orcid.org/0000-0003-3291-6729"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cortijo, Sandra","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002982374","display_name":"sfn brt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sfn_brt","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054718396","display_name":"Shivshankar Umashankar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shivshankar Umashankar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039255622","display_name":"Shubhang Goswami","orcid":"https://orcid.org/0000-0003-0963-8003"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Goswami, Shubhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026605087","display_name":"Sumedh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sumedh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014073311","display_name":"Scott W. Yanco","orcid":"https://orcid.org/0000-0003-4717-9370"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanco, Scott","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066256711","display_name":"T.L. Wright Webster","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Webster, Tara","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008973951","display_name":"Taylor Reiter","orcid":"https://orcid.org/0000-0002-7388-421X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reiter, Taylor","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061583411","display_name":"Will Pearse","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pearse, Will","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339196","display_name":"Ye Li","orcid":"https://orcid.org/0000-0001-8361-6916"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Ye","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":105,"corresponding_author_ids":["https://openalex.org/A5065122125"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.8102999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.8102999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11311","display_name":"Soil and Water Nutrient Dynamics","score":0.7160999774932861,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.713699996471405,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/carpentry","display_name":"Carpentry","score":0.7998319268226624},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5471765398979187},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.5413093566894531},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5362095236778259},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46993952989578247},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.35340946912765503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3164821267127991},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.266010046005249},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19797131419181824},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.10844045877456665}],"concepts":[{"id":"https://openalex.org/C526757652","wikidata":"https://www.wikidata.org/wiki/Q203605","display_name":"Carpentry","level":2,"score":0.7998319268226624},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5471765398979187},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.5413093566894531},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5362095236778259},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46993952989578247},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35340946912765503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3164821267127991},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.266010046005249},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19797131419181824},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.10844045877456665}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:3264888","is_oa":true,"landing_page_url":"https://zenodo.org/record/3264888","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.3264888","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.3264888","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:3264888","is_oa":true,"landing_page_url":"https://zenodo.org/record/3264888","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Data":[0],"Carpentry":[1],"lesson":[2],"from":[3],"Ecology":[4],"curriculum":[5],"to":[6,9],"learn":[7],"how":[8],"analyse":[10],"and":[11],"visualise":[12],"ecological":[13],"data":[14],"in":[15],"R.":[16]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}