id sid tid token lemma pos istl-1642 1 1 meeting meet VERB istl-1642 1 2 the the DET istl-1642 1 3 needs need NOUN istl-1642 1 4 of of ADP istl-1642 1 5 data data NOUN istl-1642 1 6 management management NOUN istl-1642 1 7 training training NOUN istl-1642 1 8 : : PUNCT istl-1642 1 9 the the DET istl-1642 1 10 federation federation NOUN istl-1642 1 11 of of ADP istl-1642 1 12 earth earth NOUN istl-1642 1 13 science science NOUN istl-1642 1 14 information information NOUN istl-1642 1 15 partners partner NOUN istl-1642 1 16 ( ( PUNCT istl-1642 1 17 esip esip NOUN istl-1642 1 18 ) ) PUNCT istl-1642 1 19 data datum NOUN istl-1642 1 20 management management NOUN istl-1642 1 21 for for ADP istl-1642 1 22 scientists scientist NOUN istl-1642 1 23 short short ADJ istl-1642 1 24 course course NOUN istl-1642 1 25 previous previous ADJ istl-1642 1 26 contents content NOUN istl-1642 1 27 next next ADJ istl-1642 1 28 issues issue NOUN istl-1642 1 29 in in ADP istl-1642 1 30 science science NOUN istl-1642 1 31 and and CCONJ istl-1642 1 32 technology technology NOUN istl-1642 1 33 librarianship librarianship NOUN istl-1642 1 34 spring spring NOUN istl-1642 1 35 2015 2015 NUM istl-1642 1 36 doi:10.5062 doi:10.5062 PROPN istl-1642 1 37 / / SYM istl-1642 1 38 f42805 f42805 PROPN istl-1642 1 39 mm mm INTJ istl-1642 1 40 urls url NOUN istl-1642 1 41 in in ADP istl-1642 1 42 this this DET istl-1642 1 43 document document NOUN istl-1642 1 44 have have AUX istl-1642 1 45 been be AUX istl-1642 1 46 updated update VERB istl-1642 1 47 . . PUNCT istl-1642 2 1 links link NOUN istl-1642 2 2 enclosed enclose VERB istl-1642 2 3 in in ADP istl-1642 2 4 { { PUNCT istl-1642 2 5 curly curly ADJ istl-1642 2 6 brackets bracket NOUN istl-1642 2 7 } } PUNCT istl-1642 2 8 have have AUX istl-1642 2 9 been be AUX istl-1642 2 10 changed change VERB istl-1642 2 11 . . PUNCT istl-1642 3 1 if if SCONJ istl-1642 3 2 a a DET istl-1642 3 3 replacement replacement NOUN istl-1642 3 4 link link NOUN istl-1642 3 5 was be AUX istl-1642 3 6 located locate VERB istl-1642 3 7 , , PUNCT istl-1642 3 8 the the DET istl-1642 3 9 new new ADJ istl-1642 3 10 url url NOUN istl-1642 3 11 was be AUX istl-1642 3 12 added add VERB istl-1642 3 13 and and CCONJ istl-1642 3 14 the the DET istl-1642 3 15 link link NOUN istl-1642 3 16 is be AUX istl-1642 3 17 active active ADJ istl-1642 3 18 ; ; PUNCT istl-1642 3 19 if if SCONJ istl-1642 3 20 a a DET istl-1642 3 21 new new ADJ istl-1642 3 22 site site NOUN istl-1642 3 23 could could AUX istl-1642 3 24 not not PART istl-1642 3 25 be be AUX istl-1642 3 26 identified identify VERB istl-1642 3 27 , , PUNCT istl-1642 3 28 the the DET istl-1642 3 29 broken broken ADJ istl-1642 3 30 link link NOUN istl-1642 3 31 was be AUX istl-1642 3 32 removed remove VERB istl-1642 3 33 . . PUNCT istl-1642 4 1 meeting meet VERB istl-1642 4 2 the the DET istl-1642 4 3 needs need NOUN istl-1642 4 4 of of ADP istl-1642 4 5 data data NOUN istl-1642 4 6 management management NOUN istl-1642 4 7 training training NOUN istl-1642 4 8 : : PUNCT istl-1642 4 9 the the DET istl-1642 4 10 federation federation NOUN istl-1642 4 11 of of ADP istl-1642 4 12 earth earth NOUN istl-1642 4 13 science science NOUN istl-1642 4 14 information information NOUN istl-1642 4 15 partners partner NOUN istl-1642 4 16 ( ( PUNCT istl-1642 4 17 esip esip NOUN istl-1642 4 18 ) ) PUNCT istl-1642 4 19 data datum NOUN istl-1642 4 20 management management NOUN istl-1642 4 21 for for ADP istl-1642 4 22 scientists scientist NOUN istl-1642 4 23 short short ADJ istl-1642 4 24 course course NOUN istl-1642 4 25 chung chung PROPN istl-1642 4 26 - - PUNCT istl-1642 4 27 yi yi PROPN istl-1642 4 28 hou hou PROPN istl-1642 4 29 graduate graduate PROPN istl-1642 4 30 school school PROPN istl-1642 4 31 of of ADP istl-1642 4 32 library library NOUN istl-1642 4 33 and and CCONJ istl-1642 4 34 information information NOUN istl-1642 4 35 science science PROPN istl-1642 4 36 university university PROPN istl-1642 4 37 of of ADP istl-1642 4 38 illinois illinois PROPN istl-1642 4 39 at at ADP istl-1642 4 40 urbana urbana PROPN istl-1642 4 41 - - PUNCT istl-1642 4 42 champaign champaign NOUN istl-1642 4 43 champaign champaign NOUN istl-1642 4 44 , , PUNCT istl-1642 4 45 illinois illinois PROPN istl-1642 4 46 hou@illinois.edu hou@illinois.edu PROPN istl-1642 4 47 abstract abstract ADV istl-1642 4 48 with with ADP istl-1642 4 49 the the DET istl-1642 4 50 proliferation proliferation NOUN istl-1642 4 51 of of ADP istl-1642 4 52 digital digital ADJ istl-1642 4 53 technologies technology NOUN istl-1642 4 54 , , PUNCT istl-1642 4 55 scientists scientist NOUN istl-1642 4 56 are be AUX istl-1642 4 57 exploring explore VERB istl-1642 4 58 various various ADJ istl-1642 4 59 methods method NOUN istl-1642 4 60 for for ADP istl-1642 4 61 the the DET istl-1642 4 62 integration integration NOUN istl-1642 4 63 of of ADP istl-1642 4 64 data datum NOUN istl-1642 4 65 to to PART istl-1642 4 66 produce produce VERB istl-1642 4 67 scientific scientific ADJ istl-1642 4 68 discoveries discovery NOUN istl-1642 4 69 . . PUNCT istl-1642 5 1 to to PART istl-1642 5 2 maximize maximize VERB istl-1642 5 3 the the DET istl-1642 5 4 potential potential NOUN istl-1642 5 5 of of ADP istl-1642 5 6 data datum NOUN istl-1642 5 7 for for ADP istl-1642 5 8 science science NOUN istl-1642 5 9 advancement advancement NOUN istl-1642 5 10 , , PUNCT istl-1642 5 11 proper proper ADJ istl-1642 5 12 stewardship stewardship NOUN istl-1642 5 13 must must AUX istl-1642 5 14 be be AUX istl-1642 5 15 provided provide VERB istl-1642 5 16 to to PART istl-1642 5 17 ensure ensure VERB istl-1642 5 18 data data NOUN istl-1642 5 19 integrity integrity NOUN istl-1642 5 20 and and CCONJ istl-1642 5 21 usability usability NOUN istl-1642 5 22 both both PRON istl-1642 5 23 for for ADP istl-1642 5 24 the the DET istl-1642 5 25 shortand shortand NOUN istl-1642 5 26 the the DET istl-1642 5 27 long long ADJ istl-1642 5 28 - - PUNCT istl-1642 5 29 term term NOUN istl-1642 5 30 . . PUNCT istl-1642 6 1 in in ADP istl-1642 6 2 order order NOUN istl-1642 6 3 to to PART istl-1642 6 4 assist assist VERB istl-1642 6 5 scientists scientist NOUN istl-1642 6 6 and and CCONJ istl-1642 6 7 their their PRON istl-1642 6 8 library library NOUN istl-1642 6 9 and and CCONJ istl-1642 6 10 information information NOUN istl-1642 6 11 partners partner NOUN istl-1642 6 12 to to PART istl-1642 6 13 gain gain VERB istl-1642 6 14 familiarity familiarity NOUN istl-1642 6 15 , , PUNCT istl-1642 6 16 skills skill NOUN istl-1642 6 17 , , PUNCT istl-1642 6 18 and and CCONJ istl-1642 6 19 knowledge knowledge NOUN istl-1642 6 20 of of ADP istl-1642 6 21 data data NOUN istl-1642 6 22 management management NOUN istl-1642 6 23 , , PUNCT istl-1642 6 24 the the DET istl-1642 6 25 federation federation NOUN istl-1642 6 26 of of ADP istl-1642 6 27 earth earth NOUN istl-1642 6 28 science science NOUN istl-1642 6 29 information information NOUN istl-1642 6 30 partners partner NOUN istl-1642 6 31 ( ( PUNCT istl-1642 6 32 esip esip NOUN istl-1642 6 33 ) ) PUNCT istl-1642 6 34 has have AUX istl-1642 6 35 developed develop VERB istl-1642 6 36 the the DET istl-1642 6 37 data data NOUN istl-1642 6 38 management management NOUN istl-1642 6 39 for for ADP istl-1642 6 40 scientists scientist NOUN istl-1642 6 41 short short ADJ istl-1642 6 42 course course NOUN istl-1642 6 43 . . PUNCT istl-1642 7 1 the the DET istl-1642 7 2 short short ADJ istl-1642 7 3 course course NOUN istl-1642 7 4 provides provide VERB istl-1642 7 5 training training NOUN istl-1642 7 6 on on ADP istl-1642 7 7 a a DET istl-1642 7 8 range range NOUN istl-1642 7 9 of of ADP istl-1642 7 10 data data NOUN istl-1642 7 11 management management NOUN istl-1642 7 12 topics topic NOUN istl-1642 7 13 , , PUNCT istl-1642 7 14 including include VERB istl-1642 7 15 metadata metadata PROPN istl-1642 7 16 , , PUNCT istl-1642 7 17 file file NOUN istl-1642 7 18 formats format NOUN istl-1642 7 19 , , PUNCT istl-1642 7 20 and and CCONJ istl-1642 7 21 interoperable interoperable ADJ istl-1642 7 22 content content NOUN istl-1642 7 23 . . PUNCT istl-1642 8 1 this this DET istl-1642 8 2 paper paper NOUN istl-1642 8 3 provides provide VERB istl-1642 8 4 an an DET istl-1642 8 5 overview overview NOUN istl-1642 8 6 of of ADP istl-1642 8 7 the the DET istl-1642 8 8 background background NOUN istl-1642 8 9 and and CCONJ istl-1642 8 10 motivation motivation NOUN istl-1642 8 11 for for ADP istl-1642 8 12 data datum NOUN istl-1642 8 13 management management NOUN istl-1642 8 14 , , PUNCT istl-1642 8 15 followed follow VERB istl-1642 8 16 by by ADP istl-1642 8 17 an an DET istl-1642 8 18 introduction introduction NOUN istl-1642 8 19 to to ADP istl-1642 8 20 the the DET istl-1642 8 21 short short ADJ istl-1642 8 22 course course NOUN istl-1642 8 23 . . PUNCT istl-1642 9 1 the the DET istl-1642 9 2 discussion discussion NOUN istl-1642 9 3 on on ADP istl-1642 9 4 the the DET istl-1642 9 5 short short ADJ istl-1642 9 6 course course NOUN istl-1642 9 7 ' ' PART istl-1642 9 8 features feature NOUN istl-1642 9 9 demonstrates demonstrate VERB istl-1642 9 10 the the DET istl-1642 9 11 advantages advantage NOUN istl-1642 9 12 of of ADP istl-1642 9 13 learning learn VERB istl-1642 9 14 the the DET istl-1642 9 15 fundamentals fundamental NOUN istl-1642 9 16 of of ADP istl-1642 9 17 data data NOUN istl-1642 9 18 management management NOUN istl-1642 9 19 through through ADP istl-1642 9 20 the the DET istl-1642 9 21 short short ADJ istl-1642 9 22 course course NOUN istl-1642 9 23 . . PUNCT istl-1642 10 1 the the DET istl-1642 10 2 paper paper NOUN istl-1642 10 3 concludes conclude VERB istl-1642 10 4 by by ADP istl-1642 10 5 emphasizing emphasize VERB istl-1642 10 6 the the DET istl-1642 10 7 importance importance NOUN istl-1642 10 8 of of ADP istl-1642 10 9 familiarity familiarity NOUN istl-1642 10 10 with with ADP istl-1642 10 11 data data NOUN istl-1642 10 12 management management NOUN istl-1642 10 13 practices practice NOUN istl-1642 10 14 for for ADP istl-1642 10 15 both both DET istl-1642 10 16 researchers researcher NOUN istl-1642 10 17 and and CCONJ istl-1642 10 18 their their PRON istl-1642 10 19 library library NOUN istl-1642 10 20 and and CCONJ istl-1642 10 21 information information NOUN istl-1642 10 22 partners partner NOUN istl-1642 10 23 . . PUNCT istl-1642 11 1 introduction introduction VERB istl-1642 11 2 the the DET istl-1642 11 3 improvement improvement NOUN istl-1642 11 4 of of ADP istl-1642 11 5 digital digital ADJ istl-1642 11 6 technologies technology NOUN istl-1642 11 7 initiated initiate VERB istl-1642 11 8 the the DET istl-1642 11 9 era era NOUN istl-1642 11 10 of of ADP istl-1642 11 11 escience escience NOUN istl-1642 11 12 , , PUNCT istl-1642 11 13 denoted denote VERB istl-1642 11 14 by by ADP istl-1642 11 15 " " PUNCT istl-1642 11 16 the the DET istl-1642 11 17 use use NOUN istl-1642 11 18 of of ADP istl-1642 11 19 digital digital ADJ istl-1642 11 20 technology technology NOUN istl-1642 11 21 for for ADP istl-1642 11 22 solving solve VERB istl-1642 11 23 scientific scientific ADJ istl-1642 11 24 problems problem NOUN istl-1642 11 25 " " PUNCT istl-1642 11 26 ( ( PUNCT istl-1642 11 27 greenberg greenberg PROPN istl-1642 11 28 et et PROPN istl-1642 11 29 al al PROPN istl-1642 11 30 . . PROPN istl-1642 11 31 2009 2009 NUM istl-1642 11 32 ) ) PUNCT istl-1642 11 33 . . PUNCT istl-1642 12 1 the the DET istl-1642 12 2 resulting result VERB istl-1642 12 3 data datum NOUN istl-1642 12 4 proliferation proliferation NOUN istl-1642 12 5 is be AUX istl-1642 12 6 manifested manifest VERB istl-1642 12 7 in in ADP istl-1642 12 8 the the DET istl-1642 12 9 number number NOUN istl-1642 12 10 of of ADP istl-1642 12 11 data datum NOUN istl-1642 12 12 sources source NOUN istl-1642 12 13 available available ADJ istl-1642 12 14 for for SCONJ istl-1642 12 15 researchers researcher NOUN istl-1642 12 16 to to PART istl-1642 12 17 use use VERB istl-1642 12 18 , , PUNCT istl-1642 12 19 as as ADV istl-1642 12 20 well well ADV istl-1642 12 21 as as ADP istl-1642 12 22 in in ADP istl-1642 12 23 the the DET istl-1642 12 24 diversity diversity NOUN istl-1642 12 25 of of ADP istl-1642 12 26 data datum NOUN istl-1642 12 27 types type NOUN istl-1642 12 28 and and CCONJ istl-1642 12 29 formats format NOUN istl-1642 12 30 . . PUNCT istl-1642 13 1 the the DET istl-1642 13 2 emc emc PROPN istl-1642 13 3 digital digital ADJ istl-1642 13 4 universe universe NOUN istl-1642 13 5 study study NOUN istl-1642 13 6 ( ( PUNCT istl-1642 13 7 gantz gantz PROPN istl-1642 13 8 & & CCONJ istl-1642 13 9 reinsel reinsel PROPN istl-1642 13 10 2012 2012 NUM istl-1642 13 11 ) ) PUNCT istl-1642 13 12 , , PUNCT istl-1642 13 13 estimates estimate VERB istl-1642 13 14 that that SCONJ istl-1642 13 15 , , PUNCT istl-1642 13 16 between between ADP istl-1642 13 17 2005 2005 NUM istl-1642 13 18 and and CCONJ istl-1642 13 19 2020 2020 NUM istl-1642 13 20 , , PUNCT istl-1642 13 21 the the DET istl-1642 13 22 quantity quantity NOUN istl-1642 13 23 of of ADP istl-1642 13 24 digital digital ADJ istl-1642 13 25 data datum NOUN istl-1642 13 26 created create VERB istl-1642 13 27 , , PUNCT istl-1642 13 28 replicated replicate VERB istl-1642 13 29 , , PUNCT istl-1642 13 30 and and CCONJ istl-1642 13 31 consumed consume VERB istl-1642 13 32 will will AUX istl-1642 13 33 grow grow VERB istl-1642 13 34 by by ADP istl-1642 13 35 a a DET istl-1642 13 36 factor factor NOUN istl-1642 13 37 of of ADP istl-1642 13 38 300 300 NUM istl-1642 13 39 , , PUNCT istl-1642 13 40 increasing increase VERB istl-1642 13 41 from from ADP istl-1642 13 42 130 130 NUM istl-1642 13 43 exabytes exabyte NOUN istl-1642 13 44 ( ( PUNCT istl-1642 13 45 1018 1018 NUM istl-1642 13 46 ) ) PUNCT istl-1642 13 47 to to ADP istl-1642 13 48 40,000 40,000 NUM istl-1642 13 49 exabytes exabyte NOUN istl-1642 13 50 . . PUNCT istl-1642 14 1 the the DET istl-1642 14 2 constantly constantly ADV istl-1642 14 3 expanding expand VERB istl-1642 14 4 volume volume NOUN istl-1642 14 5 of of ADP istl-1642 14 6 available available ADJ istl-1642 14 7 data datum NOUN istl-1642 14 8 allows allow VERB istl-1642 14 9 researchers researcher NOUN istl-1642 14 10 to to PART istl-1642 14 11 conceive conceive VERB istl-1642 14 12 of of ADP istl-1642 14 13 and and CCONJ istl-1642 14 14 participate participate VERB istl-1642 14 15 in in ADP istl-1642 14 16 new new ADJ istl-1642 14 17 research research NOUN istl-1642 14 18 opportunities opportunity NOUN istl-1642 14 19 . . PUNCT istl-1642 15 1 for for ADP istl-1642 15 2 example example NOUN istl-1642 15 3 , , PUNCT istl-1642 15 4 in in ADP istl-1642 15 5 climate climate NOUN istl-1642 15 6 science science NOUN istl-1642 15 7 , , PUNCT istl-1642 15 8 the the DET istl-1642 15 9 act act NOUN istl-1642 15 10 of of ADP istl-1642 15 11 combining combine VERB istl-1642 15 12 different different ADJ istl-1642 15 13 datasets dataset NOUN istl-1642 15 14 can can AUX istl-1642 15 15 produce produce VERB istl-1642 15 16 high high ADJ istl-1642 15 17 - - PUNCT istl-1642 15 18 resolution resolution NOUN istl-1642 15 19 climate climate NOUN istl-1642 15 20 model model NOUN istl-1642 15 21 datasets dataset NOUN istl-1642 15 22 with with ADP istl-1642 15 23 improved improved ADJ istl-1642 15 24 details detail NOUN istl-1642 15 25 ( ( PUNCT istl-1642 15 26 rife rife NOUN istl-1642 15 27 et et PROPN istl-1642 15 28 al al PROPN istl-1642 15 29 . . PROPN istl-1642 15 30 2014 2014 NUM istl-1642 15 31 ) ) PUNCT istl-1642 15 32 . . PUNCT istl-1642 16 1 in in ADP istl-1642 16 2 the the DET istl-1642 16 3 biodiversity biodiversity NOUN istl-1642 16 4 field field NOUN istl-1642 16 5 , , PUNCT istl-1642 16 6 data datum NOUN istl-1642 16 7 integration integration NOUN istl-1642 16 8 likewise likewise ADV istl-1642 16 9 facilitates facilitate VERB istl-1642 16 10 the the DET istl-1642 16 11 investigation investigation NOUN istl-1642 16 12 and and CCONJ istl-1642 16 13 visualization visualization NOUN istl-1642 16 14 of of ADP istl-1642 16 15 human human ADJ istl-1642 16 16 - - PUNCT istl-1642 16 17 environmental environmental ADJ istl-1642 16 18 interactions interaction NOUN istl-1642 16 19 and and CCONJ istl-1642 16 20 the the DET istl-1642 16 21 resulting result VERB istl-1642 16 22 impacts impact NOUN istl-1642 16 23 ( ( PUNCT istl-1642 16 24 del del PROPN istl-1642 16 25 rio rio PROPN istl-1642 16 26 et et PROPN istl-1642 16 27 al al PROPN istl-1642 16 28 . . PROPN istl-1642 16 29 2013 2013 NUM istl-1642 16 30 ; ; PUNCT istl-1642 16 31 spretke spretke VERB istl-1642 16 32 et et PROPN istl-1642 16 33 al al PROPN istl-1642 16 34 . . PROPN istl-1642 16 35 2011 2011 NUM istl-1642 16 36 ) ) PUNCT istl-1642 16 37 . . PUNCT istl-1642 17 1 with with ADP istl-1642 17 2 the the DET istl-1642 17 3 increase increase NOUN istl-1642 17 4 in in ADP istl-1642 17 5 digital digital ADJ istl-1642 17 6 data data NOUN istl-1642 17 7 availability availability NOUN istl-1642 17 8 and and CCONJ istl-1642 17 9 the the DET istl-1642 17 10 need need NOUN istl-1642 17 11 to to PART istl-1642 17 12 use use VERB istl-1642 17 13 these these DET istl-1642 17 14 resources resource NOUN istl-1642 17 15 for for ADP istl-1642 17 16 scientific scientific ADJ istl-1642 17 17 research research NOUN istl-1642 17 18 , , PUNCT istl-1642 17 19 the the DET istl-1642 17 20 expectation expectation NOUN istl-1642 17 21 of of ADP istl-1642 17 22 easy easy ADJ istl-1642 17 23 and and CCONJ istl-1642 17 24 effective effective ADJ istl-1642 17 25 access access NOUN istl-1642 17 26 is be AUX istl-1642 17 27 rising rise VERB istl-1642 17 28 as as ADV istl-1642 17 29 well well ADV istl-1642 17 30 . . PUNCT istl-1642 18 1 the the DET istl-1642 18 2 concept concept NOUN istl-1642 18 3 of of ADP istl-1642 18 4 open open ADJ istl-1642 18 5 access access NOUN istl-1642 18 6 to to ADP istl-1642 18 7 data datum NOUN istl-1642 18 8 , , PUNCT istl-1642 18 9 which which PRON istl-1642 18 10 encourages encourage VERB istl-1642 18 11 the the DET istl-1642 18 12 dissemination dissemination NOUN istl-1642 18 13 and and CCONJ istl-1642 18 14 use use NOUN istl-1642 18 15 of of ADP istl-1642 18 16 information information NOUN istl-1642 18 17 by by ADP istl-1642 18 18 a a DET istl-1642 18 19 wide wide ADJ istl-1642 18 20 community community NOUN istl-1642 18 21 in in ADP istl-1642 18 22 a a DET istl-1642 18 23 cost cost NOUN istl-1642 18 24 - - PUNCT istl-1642 18 25 effective effective ADJ istl-1642 18 26 manner manner NOUN istl-1642 18 27 , , PUNCT istl-1642 18 28 has have AUX istl-1642 18 29 been be AUX istl-1642 18 30 particularly particularly ADV istl-1642 18 31 promoted promote VERB istl-1642 18 32 within within ADP istl-1642 18 33 the the DET istl-1642 18 34 u.s u.s PROPN istl-1642 18 35 . . PROPN istl-1642 18 36 government government NOUN istl-1642 18 37 for for ADP istl-1642 18 38 over over ADP istl-1642 18 39 two two NUM istl-1642 18 40 decades decade NOUN istl-1642 18 41 . . PUNCT istl-1642 19 1 the the DET istl-1642 19 2 concept concept NOUN istl-1642 19 3 stems stem VERB istl-1642 19 4 from from ADP istl-1642 19 5 the the DET istl-1642 19 6 circular circular ADJ istl-1642 19 7 no no NOUN istl-1642 19 8 . . PUNCT istl-1642 19 9 a-130 a-130 INTJ istl-1642 19 10 : : PUNCT istl-1642 19 11 management management NOUN istl-1642 19 12 of of ADP istl-1642 19 13 federal federal ADJ istl-1642 19 14 information information NOUN istl-1642 19 15 resources resource NOUN istl-1642 19 16 ( ( PUNCT istl-1642 19 17 office office NOUN istl-1642 19 18 of of ADP istl-1642 19 19 management management NOUN istl-1642 19 20 and and CCONJ istl-1642 19 21 budget budget NOUN istl-1642 19 22 ( ( PUNCT istl-1642 19 23 us us PROPN istl-1642 19 24 ) ) PUNCT istl-1642 19 25 2000 2000 NUM istl-1642 19 26 ) ) PUNCT istl-1642 19 27 , , PUNCT istl-1642 19 28 which which PRON istl-1642 19 29 stipulates stipulate VERB istl-1642 19 30 that that SCONJ istl-1642 19 31 with with ADP istl-1642 19 32 few few ADJ istl-1642 19 33 exceptions exception NOUN istl-1642 19 34 ( ( PUNCT istl-1642 19 35 e.g. e.g. ADV istl-1642 19 36 , , PUNCT istl-1642 19 37 national national ADJ istl-1642 19 38 security security NOUN istl-1642 19 39 and and CCONJ istl-1642 19 40 privacy privacy NOUN istl-1642 19 41 ) ) PUNCT istl-1642 19 42 , , PUNCT istl-1642 19 43 government government NOUN istl-1642 19 44 data datum NOUN istl-1642 19 45 should should AUX istl-1642 19 46 be be AUX istl-1642 19 47 openly openly ADV istl-1642 19 48 available available ADJ istl-1642 19 49 at at ADP istl-1642 19 50 no no DET istl-1642 19 51 more more ADJ istl-1642 19 52 than than ADP istl-1642 19 53 the the DET istl-1642 19 54 cost cost NOUN istl-1642 19 55 of of ADP istl-1642 19 56 dissemination dissemination NOUN istl-1642 19 57 . . PUNCT istl-1642 20 1 in in ADP istl-1642 20 2 addition addition NOUN istl-1642 20 3 , , PUNCT istl-1642 20 4 data datum NOUN istl-1642 20 5 created create VERB istl-1642 20 6 through through ADP istl-1642 20 7 public public ADJ istl-1642 20 8 funding funding NOUN istl-1642 20 9 are be AUX istl-1642 20 10 considered consider VERB istl-1642 20 11 public public ADJ istl-1642 20 12 goods good NOUN istl-1642 20 13 ( ( PUNCT istl-1642 20 14 jaeger jaeger PROPN istl-1642 20 15 et et PROPN istl-1642 20 16 al al PROPN istl-1642 20 17 . . PROPN istl-1642 20 18 2011 2011 NUM istl-1642 20 19 ) ) PUNCT istl-1642 20 20 . . PUNCT istl-1642 21 1 as as ADP istl-1642 21 2 a a DET istl-1642 21 3 result result NOUN istl-1642 21 4 , , PUNCT istl-1642 21 5 the the DET istl-1642 21 6 concept concept NOUN istl-1642 21 7 of of ADP istl-1642 21 8 open open ADJ istl-1642 21 9 access access NOUN istl-1642 21 10 to to ADP istl-1642 21 11 information information NOUN istl-1642 21 12 is be AUX istl-1642 21 13 broadly broadly ADV istl-1642 21 14 recognized recognize VERB istl-1642 21 15 by by ADP istl-1642 21 16 library library NOUN istl-1642 21 17 and and CCONJ istl-1642 21 18 information information NOUN istl-1642 21 19 science science NOUN istl-1642 21 20 ( ( PUNCT istl-1642 21 21 lis lis ADJ istl-1642 21 22 ) ) PUNCT istl-1642 21 23 organizations organization NOUN istl-1642 21 24 ( ( PUNCT istl-1642 21 25 case case NOUN istl-1642 21 26 & & CCONJ istl-1642 21 27 matz matz PROPN istl-1642 21 28 2003 2003 NUM istl-1642 21 29 ) ) PUNCT istl-1642 21 30 . . PUNCT istl-1642 22 1 increasingly increasingly ADV istl-1642 22 2 , , PUNCT istl-1642 22 3 as as SCONJ istl-1642 22 4 society society NOUN istl-1642 22 5 benefits benefit NOUN istl-1642 22 6 economically economically ADV istl-1642 22 7 from from ADP istl-1642 22 8 new new ADJ istl-1642 22 9 scientific scientific ADJ istl-1642 22 10 developments development NOUN istl-1642 22 11 ( ( PUNCT istl-1642 22 12 high high ADJ istl-1642 22 13 level level NOUN istl-1642 22 14 expert expert NOUN istl-1642 22 15 group group NOUN istl-1642 22 16 on on ADP istl-1642 22 17 scientific scientific ADJ istl-1642 22 18 data datum NOUN istl-1642 22 19 2010 2010 NUM istl-1642 22 20 ) ) PUNCT istl-1642 22 21 , , PUNCT istl-1642 22 22 we we PRON istl-1642 22 23 have have AUX istl-1642 22 24 gained gain VERB istl-1642 22 25 more more ADJ istl-1642 22 26 appreciation appreciation NOUN istl-1642 22 27 for for ADP istl-1642 22 28 data datum NOUN istl-1642 22 29 as as ADP istl-1642 22 30 national national ADJ istl-1642 22 31 assets asset NOUN istl-1642 22 32 . . PUNCT istl-1642 23 1 in in ADP istl-1642 23 2 2013 2013 NUM istl-1642 23 3 , , PUNCT istl-1642 23 4 these these DET istl-1642 23 5 issues issue NOUN istl-1642 23 6 became become VERB istl-1642 23 7 more more ADV istl-1642 23 8 visible visible ADJ istl-1642 23 9 through through ADP istl-1642 23 10 the the DET istl-1642 23 11 open open ADJ istl-1642 23 12 data datum NOUN istl-1642 23 13 , , PUNCT istl-1642 23 14 open open ADJ istl-1642 23 15 science science NOUN istl-1642 23 16 , , PUNCT istl-1642 23 17 and and CCONJ istl-1642 23 18 open open ADJ istl-1642 23 19 government government NOUN istl-1642 23 20 initiatives initiative NOUN istl-1642 23 21 of of ADP istl-1642 23 22 the the DET istl-1642 23 23 white white PROPN istl-1642 23 24 house house PROPN istl-1642 23 25 office office PROPN istl-1642 23 26 of of ADP istl-1642 23 27 science science NOUN istl-1642 23 28 and and CCONJ istl-1642 23 29 technology technology NOUN istl-1642 23 30 policy policy NOUN istl-1642 23 31 ( ( PUNCT istl-1642 23 32 ostp ostp ADJ istl-1642 23 33 ) ) PUNCT istl-1642 23 34 ( ( PUNCT istl-1642 23 35 { { PUNCT istl-1642 23 36 https://web.archive.org/web/20161018042203/https://www.whitehouse.gov/administration/eop/ostp/initiatives https://web.archive.org/web/20161018042203/https://www.whitehouse.gov/administration/eop/ostp/initiative NOUN istl-1642 23 37 } } PUNCT istl-1642 23 38 ) ) PUNCT istl-1642 23 39 . . PUNCT istl-1642 24 1 specifically specifically ADV istl-1642 24 2 , , PUNCT istl-1642 24 3 the the DET istl-1642 24 4 " " PUNCT istl-1642 24 5 open open ADJ istl-1642 24 6 data data NOUN istl-1642 24 7 " " PUNCT istl-1642 24 8 element element NOUN istl-1642 24 9 of of ADP istl-1642 24 10 the the DET istl-1642 24 11 initiative initiative NOUN istl-1642 24 12 aims aim VERB istl-1642 24 13 to to PART istl-1642 24 14 promote promote VERB istl-1642 24 15 innovation innovation NOUN istl-1642 24 16 and and CCONJ istl-1642 24 17 economic economic ADJ istl-1642 24 18 growth growth NOUN istl-1642 24 19 through through ADP istl-1642 24 20 public public ADJ istl-1642 24 21 access access NOUN istl-1642 24 22 and and CCONJ istl-1642 24 23 use use NOUN istl-1642 24 24 of of ADP istl-1642 24 25 federal federal ADJ istl-1642 24 26 data datum NOUN istl-1642 24 27 . . PUNCT istl-1642 25 1 equally equally ADV istl-1642 25 2 important important ADJ istl-1642 25 3 , , PUNCT istl-1642 25 4 the the DET istl-1642 25 5 " " PUNCT istl-1642 25 6 open open ADJ istl-1642 25 7 government government NOUN istl-1642 25 8 " " PUNCT istl-1642 25 9 element element NOUN istl-1642 25 10 intends intend VERB istl-1642 25 11 to to PART istl-1642 25 12 promote promote VERB istl-1642 25 13 accountability accountability NOUN istl-1642 25 14 for for ADP istl-1642 25 15 government government NOUN istl-1642 25 16 actions action NOUN istl-1642 25 17 through through ADP istl-1642 25 18 emphasizing emphasize VERB istl-1642 25 19 data datum NOUN istl-1642 25 20 transparency transparency NOUN istl-1642 25 21 , , PUNCT istl-1642 25 22 reproducibility reproducibility NOUN istl-1642 25 23 , , PUNCT istl-1642 25 24 and and CCONJ istl-1642 25 25 collaboration collaboration NOUN istl-1642 25 26 . . PUNCT istl-1642 26 1 access access NOUN istl-1642 26 2 to to ADP istl-1642 26 3 large large ADJ istl-1642 26 4 volumes volume NOUN istl-1642 26 5 of of ADP istl-1642 26 6 available available ADJ istl-1642 26 7 and and CCONJ istl-1642 26 8 usable usable ADJ istl-1642 26 9 data datum NOUN istl-1642 26 10 , , PUNCT istl-1642 26 11 however however ADV istl-1642 26 12 , , PUNCT istl-1642 26 13 satisfies satisfie NOUN istl-1642 26 14 only only ADV istl-1642 26 15 part part NOUN istl-1642 26 16 of of ADP istl-1642 26 17 the the DET istl-1642 26 18 criteria criterion NOUN istl-1642 26 19 required require VERB istl-1642 26 20 for for ADP istl-1642 26 21 scientific scientific ADJ istl-1642 26 22 research research NOUN istl-1642 26 23 . . PUNCT istl-1642 27 1 many many ADJ istl-1642 27 2 additional additional ADJ istl-1642 27 3 steps step NOUN istl-1642 27 4 are be AUX istl-1642 27 5 required require VERB istl-1642 27 6 to to PART istl-1642 27 7 be be AUX istl-1642 27 8 taken take VERB istl-1642 27 9 in in ADP istl-1642 27 10 order order NOUN istl-1642 27 11 to to PART istl-1642 27 12 fully fully ADV istl-1642 27 13 realize realize VERB istl-1642 27 14 the the DET istl-1642 27 15 value value NOUN istl-1642 27 16 of of ADP istl-1642 27 17 scientific scientific ADJ istl-1642 27 18 data datum NOUN istl-1642 27 19 . . PUNCT istl-1642 28 1 establishing establish VERB istl-1642 28 2 data data NOUN istl-1642 28 3 management management NOUN istl-1642 28 4 practices practice NOUN istl-1642 28 5 is be AUX istl-1642 28 6 particularly particularly ADV istl-1642 28 7 crucial crucial ADJ istl-1642 28 8 as as SCONJ istl-1642 28 9 the the DET istl-1642 28 10 sheer sheer ADJ istl-1642 28 11 quantity quantity NOUN istl-1642 28 12 of of ADP istl-1642 28 13 data datum NOUN istl-1642 28 14 created create VERB istl-1642 28 15 and and CCONJ istl-1642 28 16 required require VERB istl-1642 28 17 by by ADP istl-1642 28 18 a a DET istl-1642 28 19 researcher researcher NOUN istl-1642 28 20 can can AUX istl-1642 28 21 be be AUX istl-1642 28 22 overwhelming overwhelming ADJ istl-1642 28 23 . . PUNCT istl-1642 29 1 in in ADP istl-1642 29 2 addition addition NOUN istl-1642 29 3 , , PUNCT istl-1642 29 4 many many ADJ istl-1642 29 5 research research NOUN istl-1642 29 6 topics topic NOUN istl-1642 29 7 require require VERB istl-1642 29 8 diverse diverse ADJ istl-1642 29 9 data data NOUN istl-1642 29 10 types type NOUN istl-1642 29 11 and and CCONJ istl-1642 29 12 formats format NOUN istl-1642 29 13 from from ADP istl-1642 29 14 multiple multiple ADJ istl-1642 29 15 sources source NOUN istl-1642 29 16 and and CCONJ istl-1642 29 17 disciplines discipline NOUN istl-1642 29 18 , , PUNCT istl-1642 29 19 as as ADV istl-1642 29 20 well well ADV istl-1642 29 21 as as ADP istl-1642 29 22 long long ADJ istl-1642 29 23 - - PUNCT istl-1642 29 24 term term NOUN istl-1642 29 25 data datum NOUN istl-1642 29 26 for for ADP istl-1642 29 27 assessment assessment NOUN istl-1642 29 28 . . PUNCT istl-1642 30 1 it it PRON istl-1642 30 2 is be AUX istl-1642 30 3 imperative imperative ADJ istl-1642 30 4 that that SCONJ istl-1642 30 5 through through ADP istl-1642 30 6 data data NOUN istl-1642 30 7 management management NOUN istl-1642 30 8 practices practice NOUN istl-1642 30 9 , , PUNCT istl-1642 30 10 data datum NOUN istl-1642 30 11 be be AUX istl-1642 30 12 structured structure VERB istl-1642 30 13 and and CCONJ istl-1642 30 14 organized organize VERB istl-1642 30 15 clearly clearly ADV istl-1642 30 16 and and CCONJ istl-1642 30 17 systematically systematically ADV istl-1642 30 18 , , PUNCT istl-1642 30 19 both both PRON istl-1642 30 20 on on ADP istl-1642 30 21 the the DET istl-1642 30 22 technical technical ADJ istl-1642 30 23 and and CCONJ istl-1642 30 24 the the DET istl-1642 30 25 content content NOUN istl-1642 30 26 level level NOUN istl-1642 30 27 , , PUNCT istl-1642 30 28 so so SCONJ istl-1642 30 29 that that SCONJ istl-1642 30 30 data datum NOUN istl-1642 30 31 can can AUX istl-1642 30 32 be be AUX istl-1642 30 33 accessed access VERB istl-1642 30 34 , , PUNCT istl-1642 30 35 understood understand VERB istl-1642 30 36 , , PUNCT istl-1642 30 37 and and CCONJ istl-1642 30 38 used use VERB istl-1642 30 39 without without ADP istl-1642 30 40 causing cause VERB istl-1642 30 41 researchers researcher NOUN istl-1642 30 42 to to PART istl-1642 30 43 develop develop VERB istl-1642 30 44 " " PUNCT istl-1642 30 45 information information NOUN istl-1642 30 46 pathologies pathology NOUN istl-1642 30 47 , , PUNCT istl-1642 30 48 " " PUNCT istl-1642 30 49 such such ADJ istl-1642 30 50 as as ADP istl-1642 30 51 information information NOUN istl-1642 30 52 overload overload NOUN istl-1642 30 53 , , PUNCT istl-1642 30 54 information information NOUN istl-1642 30 55 anxiety anxiety NOUN istl-1642 30 56 , , PUNCT istl-1642 30 57 and and CCONJ istl-1642 30 58 even even ADV istl-1642 30 59 information information NOUN istl-1642 30 60 avoidance avoidance NOUN istl-1642 30 61 ( ( PUNCT istl-1642 30 62 bawden bawden PROPN istl-1642 30 63 & & CCONJ istl-1642 30 64 robinson robinson PROPN istl-1642 30 65 2009 2009 NUM istl-1642 30 66 ) ) PUNCT istl-1642 30 67 . . PUNCT istl-1642 31 1 training train VERB istl-1642 31 2 resources resource NOUN istl-1642 31 3 to to PART istl-1642 31 4 support support VERB istl-1642 31 5 open open ADJ istl-1642 31 6 science science NOUN istl-1642 31 7 , , PUNCT istl-1642 31 8 several several ADJ istl-1642 31 9 federal federal ADJ istl-1642 31 10 agencies agency NOUN istl-1642 31 11 and and CCONJ istl-1642 31 12 research research NOUN istl-1642 31 13 organizations organization NOUN istl-1642 31 14 , , PUNCT istl-1642 31 15 such such ADJ istl-1642 31 16 as as ADP istl-1642 31 17 the the DET istl-1642 31 18 national national PROPN istl-1642 31 19 science science PROPN istl-1642 31 20 foundation foundation PROPN istl-1642 31 21 ( ( PUNCT istl-1642 31 22 nsf nsf PROPN istl-1642 31 23 ) ) PUNCT istl-1642 31 24 , , PUNCT istl-1642 31 25 national national ADJ istl-1642 31 26 oceanic oceanic ADJ istl-1642 31 27 and and CCONJ istl-1642 31 28 atmospheric atmospheric ADJ istl-1642 31 29 administration administration NOUN istl-1642 31 30 ( ( PUNCT istl-1642 31 31 noaa noaa PROPN istl-1642 31 32 ) ) PUNCT istl-1642 31 33 , , PUNCT istl-1642 31 34 and and CCONJ istl-1642 31 35 u.s u.s PROPN istl-1642 31 36 . . PROPN istl-1642 31 37 geological geological ADJ istl-1642 31 38 survey survey NOUN istl-1642 31 39 ( ( PUNCT istl-1642 31 40 usgs usgs PROPN istl-1642 31 41 ) ) PUNCT istl-1642 31 42 , , PUNCT istl-1642 31 43 have have AUX istl-1642 31 44 begun begin VERB istl-1642 31 45 to to PART istl-1642 31 46 promote promote VERB istl-1642 31 47 data data NOUN istl-1642 31 48 sharing sharing NOUN istl-1642 31 49 policies policy NOUN istl-1642 31 50 . . PUNCT istl-1642 32 1 many many ADJ istl-1642 32 2 of of ADP istl-1642 32 3 these these DET istl-1642 32 4 organizations organization NOUN istl-1642 32 5 have have AUX istl-1642 32 6 also also ADV istl-1642 32 7 started start VERB istl-1642 32 8 to to PART istl-1642 32 9 develop develop VERB istl-1642 32 10 data data NOUN istl-1642 32 11 management management NOUN istl-1642 32 12 requirements requirement NOUN istl-1642 32 13 and and CCONJ istl-1642 32 14 guidelines guideline NOUN istl-1642 32 15 targeted target VERB istl-1642 32 16 for for ADP istl-1642 32 17 their their PRON istl-1642 32 18 research research NOUN istl-1642 32 19 communities community NOUN istl-1642 32 20 . . PUNCT istl-1642 33 1 consequently consequently ADV istl-1642 33 2 , , PUNCT istl-1642 33 3 to to PART istl-1642 33 4 help help VERB istl-1642 33 5 researchers researcher NOUN istl-1642 33 6 who who PRON istl-1642 33 7 generally generally ADV istl-1642 33 8 have have AUX istl-1642 33 9 received receive VERB istl-1642 33 10 little little ADJ istl-1642 33 11 or or CCONJ istl-1642 33 12 no no PRON istl-1642 33 13 data data NOUN istl-1642 33 14 management management NOUN istl-1642 33 15 training training NOUN istl-1642 33 16 , , PUNCT istl-1642 33 17 multiple multiple ADJ istl-1642 33 18 organizations organization NOUN istl-1642 33 19 are be AUX istl-1642 33 20 developing develop VERB istl-1642 33 21 training training NOUN istl-1642 33 22 and and CCONJ istl-1642 33 23 educational educational ADJ istl-1642 33 24 resources resource NOUN istl-1642 33 25 relating relate VERB istl-1642 33 26 to to ADP istl-1642 33 27 data data NOUN istl-1642 33 28 management management NOUN istl-1642 33 29 . . PUNCT istl-1642 34 1 all all PRON istl-1642 34 2 of of ADP istl-1642 34 3 these these DET istl-1642 34 4 resources resource NOUN istl-1642 34 5 are be AUX istl-1642 34 6 designed design VERB istl-1642 34 7 to to PART istl-1642 34 8 enhance enhance VERB istl-1642 34 9 researchers researcher NOUN istl-1642 34 10 ' ' PART istl-1642 34 11 data datum NOUN istl-1642 34 12 management management NOUN istl-1642 34 13 knowledge knowledge NOUN istl-1642 34 14 - - PUNCT istl-1642 34 15 base base NOUN istl-1642 34 16 and and CCONJ istl-1642 34 17 skills skill NOUN istl-1642 34 18 , , PUNCT istl-1642 34 19 in in ADP istl-1642 34 20 addition addition NOUN istl-1642 34 21 to to ADP istl-1642 34 22 promoting promote VERB istl-1642 34 23 information information NOUN istl-1642 34 24 sharing sharing NOUN istl-1642 34 25 with with ADP istl-1642 34 26 broader broad ADJ istl-1642 34 27 communities community NOUN istl-1642 34 28 . . PUNCT istl-1642 35 1 examples example NOUN istl-1642 35 2 of of ADP istl-1642 35 3 these these DET istl-1642 35 4 resources resource NOUN istl-1642 35 5 include include VERB istl-1642 35 6 : : PUNCT istl-1642 35 7 dedicated dedicated ADJ istl-1642 35 8 web web NOUN istl-1642 35 9 pages page NOUN istl-1642 35 10 built build VERB istl-1642 35 11 by by ADP istl-1642 35 12 academic academic ADJ istl-1642 35 13 libraries library NOUN istl-1642 35 14 to to PART istl-1642 35 15 share share VERB istl-1642 35 16 data datum NOUN istl-1642 35 17 management management NOUN istl-1642 35 18 resources resource NOUN istl-1642 35 19 and and CCONJ istl-1642 35 20 to to PART istl-1642 35 21 address address VERB istl-1642 35 22 data data NOUN istl-1642 35 23 management management NOUN istl-1642 35 24 needs need NOUN istl-1642 35 25 , , PUNCT istl-1642 35 26 especially especially ADV istl-1642 35 27 from from ADP istl-1642 35 28 funders funder NOUN istl-1642 35 29 , , PUNCT istl-1642 35 30 within within ADP istl-1642 35 31 the the DET istl-1642 35 32 academic academic ADJ istl-1642 35 33 research research NOUN istl-1642 35 34 setting setting NOUN istl-1642 35 35 ( ( PUNCT istl-1642 35 36 e.g. e.g. ADV istl-1642 35 37 , , PUNCT istl-1642 35 38 data datum NOUN istl-1642 35 39 management management NOUN istl-1642 35 40 from from ADP istl-1642 35 41 the the DET istl-1642 35 42 university university NOUN istl-1642 35 43 library library NOUN istl-1642 35 44 at at ADP istl-1642 35 45 the the DET istl-1642 35 46 university university PROPN istl-1642 35 47 of of ADP istl-1642 35 48 illinois illinois PROPN istl-1642 35 49 at at ADP istl-1642 35 50 urbana urbana PROPN istl-1642 35 51 - - PUNCT istl-1642 35 52 champaign champaign PROPN istl-1642 35 53 [ [ X istl-1642 35 54 http://www.library.illinois.edu/sc/services/data_management/ http://www.library.illinois.edu/sc/services/data_management/ PROPN istl-1642 35 55 ] ] PUNCT istl-1642 35 56 ) ) PUNCT istl-1642 35 57 tools tool NOUN istl-1642 35 58 developed develop VERB istl-1642 35 59 by by ADP istl-1642 35 60 organizations organization NOUN istl-1642 35 61 such such ADJ istl-1642 35 62 as as ADP istl-1642 35 63 california california PROPN istl-1642 35 64 digital digital PROPN istl-1642 35 65 library library PROPN istl-1642 35 66 , , PUNCT istl-1642 35 67 dataone dataone PROPN istl-1642 35 68 , , PUNCT istl-1642 35 69 digital digital ADJ istl-1642 35 70 curation curation NOUN istl-1642 35 71 centre centre NOUN istl-1642 35 72 , , PUNCT istl-1642 35 73 and and CCONJ istl-1642 35 74 their their PRON istl-1642 35 75 partner partner NOUN istl-1642 35 76 institutions institution NOUN istl-1642 35 77 ( ( PUNCT istl-1642 35 78 e.g. e.g. ADV istl-1642 35 79 , , PUNCT istl-1642 35 80 the the DET istl-1642 35 81 dmptool dmptool NOUN istl-1642 36 1 [ [ X istl-1642 36 2 https://dmp.cdlib.org/ https://dmp.cdlib.org/ X istl-1642 36 3 ] ] X istl-1642 36 4 and and CCONJ istl-1642 36 5 dmponline dmponline NOUN istl-1642 36 6 [ [ X istl-1642 36 7 https://dmponline.dcc.ac.uk/about_us https://dmponline.dcc.ac.uk/about_us NOUN istl-1642 36 8 ] ] PUNCT istl-1642 36 9 ) ) PUNCT istl-1642 36 10 published publish VERB istl-1642 36 11 articles article NOUN istl-1642 36 12 and and CCONJ istl-1642 36 13 journals journal NOUN istl-1642 36 14 to to PART istl-1642 36 15 share share VERB istl-1642 36 16 best good ADJ istl-1642 36 17 practices practice NOUN istl-1642 36 18 and and CCONJ istl-1642 36 19 lessons lesson NOUN istl-1642 36 20 learned learn VERB istl-1642 36 21 in in ADP istl-1642 36 22 data data NOUN istl-1642 36 23 management management NOUN istl-1642 36 24 ( ( PUNCT istl-1642 36 25 costello costello NOUN istl-1642 36 26 & & CCONJ istl-1642 36 27 wieczorek wieczorek NOUN istl-1642 36 28 2013 2013 NUM istl-1642 36 29 ; ; PUNCT istl-1642 36 30 halbert halbert NOUN istl-1642 36 31 et et NOUN istl-1642 36 32 al al PROPN istl-1642 36 33 . . PROPN istl-1642 36 34 2012 2012 NUM istl-1642 36 35 ) ) PUNCT istl-1642 36 36 . . PUNCT istl-1642 37 1 one one PRON istl-1642 37 2 might might AUX istl-1642 37 3 consider consider VERB istl-1642 37 4 it it PRON istl-1642 37 5 fairly fairly ADV istl-1642 37 6 straightforward straightforward ADJ istl-1642 37 7 to to PART istl-1642 37 8 select select VERB istl-1642 37 9 and and CCONJ istl-1642 37 10 study study VERB istl-1642 37 11 the the DET istl-1642 37 12 appropriate appropriate ADJ istl-1642 37 13 resources resource NOUN istl-1642 37 14 and and CCONJ istl-1642 37 15 to to PART istl-1642 37 16 take take VERB istl-1642 37 17 data data NOUN istl-1642 37 18 management management NOUN istl-1642 37 19 actions action NOUN istl-1642 37 20 accordingly accordingly ADV istl-1642 37 21 . . PUNCT istl-1642 38 1 however however ADV istl-1642 38 2 , , PUNCT istl-1642 38 3 researchers researcher NOUN istl-1642 38 4 often often ADV istl-1642 38 5 lack lack VERB istl-1642 38 6 the the DET istl-1642 38 7 required require VERB istl-1642 38 8 time time NOUN istl-1642 38 9 and and CCONJ istl-1642 38 10 familiarity familiarity NOUN istl-1642 38 11 for for ADP istl-1642 38 12 identifying identify VERB istl-1642 38 13 relevant relevant ADJ istl-1642 38 14 materials material NOUN istl-1642 38 15 to to PART istl-1642 38 16 meet meet VERB istl-1642 38 17 their their PRON istl-1642 38 18 data datum NOUN istl-1642 38 19 management management NOUN istl-1642 38 20 needs need NOUN istl-1642 38 21 . . PUNCT istl-1642 39 1 researchers researcher NOUN istl-1642 39 2 also also ADV istl-1642 39 3 frequently frequently ADV istl-1642 39 4 can can AUX istl-1642 39 5 not not PART istl-1642 39 6 fulfill fulfill VERB istl-1642 39 7 all all DET istl-1642 39 8 data datum NOUN istl-1642 39 9 management management NOUN istl-1642 39 10 tasks task NOUN istl-1642 39 11 on on ADP istl-1642 39 12 their their PRON istl-1642 39 13 own own ADJ istl-1642 39 14 , , PUNCT istl-1642 39 15 such such ADJ istl-1642 39 16 as as ADP istl-1642 39 17 writing writing NOUN istl-1642 39 18 and and CCONJ istl-1642 39 19 completing complete VERB istl-1642 39 20 data datum NOUN istl-1642 39 21 management management NOUN istl-1642 39 22 plans plan NOUN istl-1642 39 23 . . PUNCT istl-1642 40 1 this this PRON istl-1642 40 2 is be AUX istl-1642 40 3 a a DET istl-1642 40 4 significant significant ADJ istl-1642 40 5 concern concern NOUN istl-1642 40 6 as as SCONJ istl-1642 40 7 data data NOUN istl-1642 40 8 management management NOUN istl-1642 40 9 tasks task NOUN istl-1642 40 10 should should AUX istl-1642 40 11 be be AUX istl-1642 40 12 undertaken undertake VERB istl-1642 40 13 during during ADP istl-1642 40 14 the the DET istl-1642 40 15 scientific scientific ADJ istl-1642 40 16 process process NOUN istl-1642 40 17 rather rather ADV istl-1642 40 18 than than ADP istl-1642 40 19 only only ADV istl-1642 40 20 at at ADP istl-1642 40 21 the the DET istl-1642 40 22 end end NOUN istl-1642 40 23 of of ADP istl-1642 40 24 the the DET istl-1642 40 25 project project NOUN istl-1642 40 26 . . PUNCT istl-1642 41 1 as as ADP istl-1642 41 2 a a DET istl-1642 41 3 result result NOUN istl-1642 41 4 , , PUNCT istl-1642 41 5 researchers researcher NOUN istl-1642 41 6 often often ADV istl-1642 41 7 need need VERB istl-1642 41 8 to to PART istl-1642 41 9 partner partner VERB istl-1642 41 10 with with ADP istl-1642 41 11 other other ADJ istl-1642 41 12 lis lis ADJ istl-1642 41 13 professionals professional NOUN istl-1642 41 14 , , PUNCT istl-1642 41 15 such such ADJ istl-1642 41 16 as as ADP istl-1642 41 17 data data NOUN istl-1642 41 18 managers manager NOUN istl-1642 41 19 and and CCONJ istl-1642 41 20 librarians librarian NOUN istl-1642 41 21 , , PUNCT istl-1642 41 22 to to PART istl-1642 41 23 assist assist VERB istl-1642 41 24 with with ADP istl-1642 41 25 data data NOUN istl-1642 41 26 management management NOUN istl-1642 41 27 tasks task NOUN istl-1642 41 28 and and CCONJ istl-1642 41 29 to to PART istl-1642 41 30 facilitate facilitate VERB istl-1642 41 31 ongoing ongoing ADJ istl-1642 41 32 collaborations collaboration NOUN istl-1642 41 33 . . PUNCT istl-1642 42 1 although although SCONJ istl-1642 42 2 researchers researcher NOUN istl-1642 42 3 , , PUNCT istl-1642 42 4 data datum NOUN istl-1642 42 5 managers manager NOUN istl-1642 42 6 , , PUNCT istl-1642 42 7 and and CCONJ istl-1642 42 8 librarians librarian NOUN istl-1642 42 9 are be AUX istl-1642 42 10 all all PRON istl-1642 42 11 important important ADJ istl-1642 42 12 stakeholders stakeholder NOUN istl-1642 42 13 of of ADP istl-1642 42 14 data data NOUN istl-1642 42 15 management management NOUN istl-1642 42 16 , , PUNCT istl-1642 42 17 they they PRON istl-1642 42 18 have have VERB istl-1642 42 19 different different ADJ istl-1642 42 20 understanding understanding NOUN istl-1642 42 21 and and CCONJ istl-1642 42 22 interest interest NOUN istl-1642 42 23 levels level NOUN istl-1642 42 24 . . PUNCT istl-1642 43 1 condensing condense VERB istl-1642 43 2 the the DET istl-1642 43 3 diverse diverse ADJ istl-1642 43 4 and and CCONJ istl-1642 43 5 distributed distribute VERB istl-1642 43 6 educational educational ADJ istl-1642 43 7 resources resource NOUN istl-1642 43 8 into into ADP istl-1642 43 9 a a DET istl-1642 43 10 single single ADJ istl-1642 43 11 , , PUNCT istl-1642 43 12 available available ADJ istl-1642 43 13 digest digest NOUN istl-1642 43 14 permits permit VERB istl-1642 43 15 researchers researcher NOUN istl-1642 43 16 , , PUNCT istl-1642 43 17 and and CCONJ istl-1642 43 18 often often ADV istl-1642 43 19 more more ADV istl-1642 43 20 importantly importantly ADV istl-1642 43 21 , , PUNCT istl-1642 43 22 the the DET istl-1642 43 23 lis lis ADJ istl-1642 43 24 professionals professional NOUN istl-1642 43 25 who who PRON istl-1642 43 26 assist assist VERB istl-1642 43 27 them they PRON istl-1642 43 28 , , PUNCT istl-1642 43 29 to to PART istl-1642 43 30 obtain obtain VERB istl-1642 43 31 a a DET istl-1642 43 32 common common ADJ istl-1642 43 33 , , PUNCT istl-1642 43 34 up up ADP istl-1642 43 35 - - PUNCT istl-1642 43 36 to to ADP istl-1642 43 37 - - PUNCT istl-1642 43 38 date date NOUN istl-1642 43 39 knowledge knowledge NOUN istl-1642 43 40 of of ADP istl-1642 43 41 data data NOUN istl-1642 43 42 management management NOUN istl-1642 43 43 as as ADV istl-1642 43 44 well well ADV istl-1642 43 45 as as ADP istl-1642 43 46 the the DET istl-1642 43 47 related related ADJ istl-1642 43 48 skills skill NOUN istl-1642 43 49 without without ADP istl-1642 43 50 becoming becoming AUX istl-1642 43 51 intimidated intimidate VERB istl-1642 43 52 or or CCONJ istl-1642 43 53 confused confuse VERB istl-1642 43 54 during during ADP istl-1642 43 55 the the DET istl-1642 43 56 process process NOUN istl-1642 43 57 . . PUNCT istl-1642 44 1 in in ADP istl-1642 44 2 order order NOUN istl-1642 44 3 to to PART istl-1642 44 4 provide provide VERB istl-1642 44 5 centralized centralized ADJ istl-1642 44 6 locations location NOUN istl-1642 44 7 where where SCONJ istl-1642 44 8 data data NOUN istl-1642 44 9 management management NOUN istl-1642 44 10 resources resource NOUN istl-1642 44 11 are be AUX istl-1642 44 12 organized organize VERB istl-1642 44 13 and and CCONJ istl-1642 44 14 presented present VERB istl-1642 44 15 for for ADP istl-1642 44 16 effective effective ADJ istl-1642 44 17 education education NOUN istl-1642 44 18 and and CCONJ istl-1642 44 19 training training NOUN istl-1642 44 20 purposes purpose NOUN istl-1642 44 21 , , PUNCT istl-1642 44 22 many many ADJ istl-1642 44 23 libraries library NOUN istl-1642 44 24 , , PUNCT istl-1642 44 25 information information NOUN istl-1642 44 26 organizations organization NOUN istl-1642 44 27 , , PUNCT istl-1642 44 28 and and CCONJ istl-1642 44 29 federal federal ADJ istl-1642 44 30 agencies agency NOUN istl-1642 44 31 , , PUNCT istl-1642 44 32 such such ADJ istl-1642 44 33 as as ADP istl-1642 44 34 data data NOUN istl-1642 44 35 information information NOUN istl-1642 44 36 literacy literacy NOUN istl-1642 44 37 , , PUNCT istl-1642 44 38 dataone dataone NOUN istl-1642 44 39 , , PUNCT istl-1642 44 40 and and CCONJ istl-1642 44 41 usgs usgs PROPN istl-1642 44 42 , , PUNCT istl-1642 44 43 have have AUX istl-1642 44 44 recently recently ADV istl-1642 44 45 created create VERB istl-1642 44 46 data data NOUN istl-1642 44 47 management management NOUN istl-1642 44 48 training training NOUN istl-1642 44 49 modules module NOUN istl-1642 44 50 . . PUNCT istl-1642 45 1 these these DET istl-1642 45 2 different different ADJ istl-1642 45 3 organizations organization NOUN istl-1642 45 4 and and CCONJ istl-1642 45 5 agencies agency NOUN istl-1642 45 6 are be AUX istl-1642 45 7 typically typically ADV istl-1642 45 8 geared gear VERB istl-1642 45 9 towards towards ADP istl-1642 45 10 specific specific ADJ istl-1642 45 11 audiences audience NOUN istl-1642 45 12 and and CCONJ istl-1642 45 13 user user NOUN istl-1642 45 14 needs need NOUN istl-1642 45 15 . . PUNCT istl-1642 46 1 acknowledging acknowledge VERB istl-1642 46 2 the the DET istl-1642 46 3 need need NOUN istl-1642 46 4 for for ADP istl-1642 46 5 concise concise ADJ istl-1642 46 6 , , PUNCT istl-1642 46 7 time time NOUN istl-1642 46 8 - - PUNCT istl-1642 46 9 efficient efficient ADJ istl-1642 46 10 data data NOUN istl-1642 46 11 management management NOUN istl-1642 46 12 resources resource NOUN istl-1642 46 13 applicable applicable ADJ istl-1642 46 14 to to PART istl-1642 46 15 diverse diverse ADJ istl-1642 46 16 users user NOUN istl-1642 46 17 , , PUNCT istl-1642 46 18 the the DET istl-1642 46 19 federation federation NOUN istl-1642 46 20 of of ADP istl-1642 46 21 earth earth NOUN istl-1642 46 22 science science NOUN istl-1642 46 23 information information NOUN istl-1642 46 24 partners partner NOUN istl-1642 46 25 ( ( PUNCT istl-1642 46 26 esip esip NOUN istl-1642 46 27 ) ) PUNCT istl-1642 46 28 generated generate VERB istl-1642 46 29 their their PRON istl-1642 46 30 training training NOUN istl-1642 46 31 modules module NOUN istl-1642 46 32 to to PART istl-1642 46 33 promote promote VERB istl-1642 46 34 a a DET istl-1642 46 35 broad broad ADJ istl-1642 46 36 range range NOUN istl-1642 46 37 of of ADP istl-1642 46 38 basic basic ADJ istl-1642 46 39 data datum NOUN istl-1642 46 40 management management NOUN istl-1642 46 41 knowledge knowledge NOUN istl-1642 46 42 and and CCONJ istl-1642 46 43 skills skill NOUN istl-1642 46 44 . . PUNCT istl-1642 47 1 esip esip PROPN istl-1642 47 2 data data PROPN istl-1642 47 3 management management PROPN istl-1642 47 4 short short ADJ istl-1642 47 5 course course NOUN istl-1642 47 6 esip esip NOUN istl-1642 47 7 is be AUX istl-1642 47 8 a a DET istl-1642 47 9 " " PUNCT istl-1642 47 10 broad broad ADV istl-1642 47 11 - - PUNCT istl-1642 47 12 based base VERB istl-1642 47 13 community community NOUN istl-1642 47 14 drawn draw VERB istl-1642 47 15 from from ADP istl-1642 47 16 agencies agency NOUN istl-1642 47 17 and and CCONJ istl-1642 47 18 individuals individual NOUN istl-1642 47 19 who who PRON istl-1642 47 20 collectively collectively ADV istl-1642 47 21 provide provide VERB istl-1642 47 22 end end NOUN istl-1642 47 23 - - PUNCT istl-1642 47 24 to to ADP istl-1642 47 25 - - PUNCT istl-1642 47 26 end end NOUN istl-1642 47 27 handling handling NOUN istl-1642 47 28 for for ADP istl-1642 47 29 earth earth NOUN istl-1642 47 30 and and CCONJ istl-1642 47 31 environmental environmental ADJ istl-1642 47 32 science science NOUN istl-1642 47 33 data datum NOUN istl-1642 47 34 and and CCONJ istl-1642 47 35 information information NOUN istl-1642 47 36 " " PUNCT istl-1642 47 37 ( ( PUNCT istl-1642 47 38 esip esip PROPN istl-1642 47 39 federation federation PROPN istl-1642 47 40 2011 2011 NUM istl-1642 47 41 ) ) PUNCT istl-1642 47 42 in in ADP istl-1642 47 43 order order NOUN istl-1642 47 44 to to PART istl-1642 47 45 support support VERB istl-1642 47 46 data datum NOUN istl-1642 47 47 needs need NOUN istl-1642 47 48 of of ADP istl-1642 47 49 both both CCONJ istl-1642 47 50 the the DET istl-1642 47 51 esip esip NOUN istl-1642 47 52 members member NOUN istl-1642 47 53 and and CCONJ istl-1642 47 54 the the DET istl-1642 47 55 wider wide ADJ istl-1642 47 56 earth earth NOUN istl-1642 47 57 science science NOUN istl-1642 47 58 community community NOUN istl-1642 47 59 . . PUNCT istl-1642 48 1 by by ADP istl-1642 48 2 facilitating facilitate VERB istl-1642 48 3 collaborations collaboration NOUN istl-1642 48 4 among among ADP istl-1642 48 5 agencies agency NOUN istl-1642 48 6 and and CCONJ istl-1642 48 7 individuals individual NOUN istl-1642 48 8 with with ADP istl-1642 48 9 broad broad ADJ istl-1642 48 10 knowledge knowledge NOUN istl-1642 48 11 , , PUNCT istl-1642 48 12 skill skill NOUN istl-1642 48 13 sets set NOUN istl-1642 48 14 , , PUNCT istl-1642 48 15 and and CCONJ istl-1642 48 16 experience experience NOUN istl-1642 48 17 levels level NOUN istl-1642 48 18 , , PUNCT istl-1642 48 19 esip esip PROPN istl-1642 48 20 's 's PART istl-1642 48 21 vision vision NOUN istl-1642 48 22 is be AUX istl-1642 48 23 to to PART istl-1642 48 24 " " PUNCT istl-1642 48 25 be be AUX istl-1642 48 26 a a DET istl-1642 48 27 leader leader NOUN istl-1642 48 28 in in ADP istl-1642 48 29 promoting promote VERB istl-1642 48 30 the the DET istl-1642 48 31 collection collection NOUN istl-1642 48 32 , , PUNCT istl-1642 48 33 stewardship stewardship NOUN istl-1642 48 34 and and CCONJ istl-1642 48 35 use use NOUN istl-1642 48 36 of of ADP istl-1642 48 37 earth earth NOUN istl-1642 48 38 science science NOUN istl-1642 48 39 data datum NOUN istl-1642 48 40 , , PUNCT istl-1642 48 41 information information NOUN istl-1642 48 42 and and CCONJ istl-1642 48 43 knowledge knowledge NOUN istl-1642 48 44 that that PRON istl-1642 48 45 is be AUX istl-1642 48 46 responsive responsive ADJ istl-1642 48 47 to to PART istl-1642 48 48 societal societal ADJ istl-1642 48 49 needs need NOUN istl-1642 48 50 " " PUNCT istl-1642 48 51 ( ( PUNCT istl-1642 48 52 esip esip PROPN istl-1642 48 53 federation federation PROPN istl-1642 48 54 2011 2011 NUM istl-1642 48 55 ) ) PUNCT istl-1642 48 56 . . PUNCT istl-1642 49 1 understanding understand VERB istl-1642 49 2 the the DET istl-1642 49 3 need need NOUN istl-1642 49 4 for for ADP istl-1642 49 5 basic basic ADJ istl-1642 49 6 yet yet ADV istl-1642 49 7 broad broad ADJ istl-1642 49 8 perspective perspective NOUN istl-1642 49 9 training training NOUN istl-1642 49 10 resources resource NOUN istl-1642 49 11 for for ADP istl-1642 49 12 earth earth NOUN istl-1642 49 13 science science NOUN istl-1642 49 14 data datum NOUN istl-1642 49 15 management management NOUN istl-1642 49 16 , , PUNCT istl-1642 49 17 esip esip PROPN istl-1642 49 18 partnered partner VERB istl-1642 49 19 with with ADP istl-1642 49 20 noaa noaa NOUN istl-1642 49 21 and and CCONJ istl-1642 49 22 the the DET istl-1642 49 23 data data NOUN istl-1642 49 24 conservancy conservancy NOUN istl-1642 49 25 to to PART istl-1642 49 26 develop develop VERB istl-1642 49 27 the the DET istl-1642 49 28 " " PUNCT istl-1642 49 29 data data NOUN istl-1642 49 30 management management NOUN istl-1642 49 31 short short ADJ istl-1642 49 32 course course NOUN istl-1642 49 33 for for ADP istl-1642 49 34 scientists scientist NOUN istl-1642 49 35 " " PUNCT istl-1642 49 36 ( ( PUNCT istl-1642 49 37 hereafter hereafter ADV istl-1642 49 38 called call VERB istl-1642 49 39 " " PUNCT istl-1642 49 40 short short ADJ istl-1642 49 41 course course NOUN istl-1642 49 42 " " PUNCT istl-1642 49 43 ) ) PUNCT istl-1642 49 44 . . PUNCT istl-1642 50 1 from from ADP istl-1642 50 2 2011 2011 NUM istl-1642 50 3 - - SYM istl-1642 50 4 2013 2013 NUM istl-1642 50 5 , , PUNCT istl-1642 50 6 members member NOUN istl-1642 50 7 of of ADP istl-1642 50 8 the the DET istl-1642 50 9 esip esip PROPN istl-1642 50 10 data data PROPN istl-1642 50 11 stewardship stewardship PROPN istl-1642 50 12 committee committee PROPN istl-1642 50 13 produced produce VERB istl-1642 50 14 35 35 NUM istl-1642 50 15 course course NOUN istl-1642 50 16 modules module NOUN istl-1642 50 17 . . PUNCT istl-1642 51 1 twelve twelve NUM istl-1642 51 2 individuals individual NOUN istl-1642 51 3 , , PUNCT istl-1642 51 4 representing represent VERB istl-1642 51 5 federal federal ADJ istl-1642 51 6 agencies agency NOUN istl-1642 51 7 , , PUNCT istl-1642 51 8 academic academic ADJ istl-1642 51 9 institutions institution NOUN istl-1642 51 10 , , PUNCT istl-1642 51 11 information information NOUN istl-1642 51 12 organizations organization NOUN istl-1642 51 13 , , PUNCT istl-1642 51 14 and and CCONJ istl-1642 51 15 data data NOUN istl-1642 51 16 centers center NOUN istl-1642 51 17 , , PUNCT istl-1642 51 18 contributed contribute VERB istl-1642 51 19 as as ADP istl-1642 51 20 module module NOUN istl-1642 51 21 authors author NOUN istl-1642 51 22 . . PUNCT istl-1642 52 1 the the DET istl-1642 52 2 short short ADJ istl-1642 52 3 course course NOUN istl-1642 52 4 's 's PART istl-1642 52 5 modules module NOUN istl-1642 52 6 were be AUX istl-1642 52 7 also also ADV istl-1642 52 8 peer peer NOUN istl-1642 52 9 - - PUNCT istl-1642 52 10 reviewed review VERB istl-1642 52 11 and and CCONJ istl-1642 52 12 edited edit VERB istl-1642 52 13 by by ADP istl-1642 52 14 scientific scientific ADJ istl-1642 52 15 researchers researcher NOUN istl-1642 52 16 , , PUNCT istl-1642 52 17 data data NOUN istl-1642 52 18 stewards steward NOUN istl-1642 52 19 , , PUNCT istl-1642 52 20 and and CCONJ istl-1642 52 21 library library NOUN istl-1642 52 22 professionals professional NOUN istl-1642 52 23 . . PUNCT istl-1642 53 1 in in ADP istl-1642 53 2 addition addition NOUN istl-1642 53 3 , , PUNCT istl-1642 53 4 the the DET istl-1642 53 5 short short ADJ istl-1642 53 6 course course NOUN istl-1642 53 7 has have AUX istl-1642 53 8 been be AUX istl-1642 53 9 presented present VERB istl-1642 53 10 to to ADP istl-1642 53 11 audiences audience NOUN istl-1642 53 12 at at ADP istl-1642 53 13 multiple multiple ADJ istl-1642 53 14 national national ADJ istl-1642 53 15 and and CCONJ istl-1642 53 16 international international ADJ istl-1642 53 17 venues venue NOUN istl-1642 53 18 for for ADP istl-1642 53 19 the the DET istl-1642 53 20 elicitation elicitation NOUN istl-1642 53 21 of of ADP istl-1642 53 22 feedback feedback NOUN istl-1642 53 23 . . PUNCT istl-1642 54 1 detailed detailed ADJ istl-1642 54 2 reviews review NOUN istl-1642 54 3 of of ADP istl-1642 54 4 the the DET istl-1642 54 5 course course NOUN istl-1642 54 6 's 's PART istl-1642 54 7 usage usage NOUN istl-1642 54 8 and and CCONJ istl-1642 54 9 content content NOUN istl-1642 54 10 are be AUX istl-1642 54 11 planned plan VERB istl-1642 54 12 , , PUNCT istl-1642 54 13 so so SCONJ istl-1642 54 14 that that SCONJ istl-1642 54 15 the the DET istl-1642 54 16 esip esip PROPN istl-1642 54 17 data data PROPN istl-1642 54 18 stewardship stewardship PROPN istl-1642 54 19 committee committee PROPN istl-1642 54 20 can can AUX istl-1642 54 21 continue continue VERB istl-1642 54 22 to to PART istl-1642 54 23 maintain maintain VERB istl-1642 54 24 and and CCONJ istl-1642 54 25 update update VERB istl-1642 54 26 the the DET istl-1642 54 27 modules module NOUN istl-1642 54 28 to to PART istl-1642 54 29 benefit benefit VERB istl-1642 54 30 researchers researcher NOUN istl-1642 54 31 , , PUNCT istl-1642 54 32 and and CCONJ istl-1642 54 33 data data NOUN istl-1642 54 34 / / SYM istl-1642 54 35 information information NOUN istl-1642 54 36 professionals professional NOUN istl-1642 54 37 , , PUNCT istl-1642 54 38 including include VERB istl-1642 54 39 librarians librarian NOUN istl-1642 54 40 . . PUNCT istl-1642 55 1 the the DET istl-1642 55 2 short short ADJ istl-1642 55 3 course course NOUN istl-1642 55 4 can can AUX istl-1642 55 5 be be AUX istl-1642 55 6 accessed access VERB istl-1642 55 7 free free ADJ istl-1642 55 8 of of ADP istl-1642 55 9 charge charge NOUN istl-1642 55 10 through through ADP istl-1642 55 11 two two NUM istl-1642 55 12 methods method NOUN istl-1642 55 13 : : PUNCT istl-1642 55 14 1 1 X istl-1642 55 15 ) ) PUNCT istl-1642 55 16 esip esip NOUN istl-1642 55 17 commons common NOUN istl-1642 55 18 ( ( PUNCT istl-1642 55 19 http://commons.esipfed.org/datamanagementshortcourse http://commons.esipfed.org/datamanagementshortcourse NUM istl-1642 55 20 ) ) PUNCT istl-1642 55 21 and and CCONJ istl-1642 55 22 2 2 X istl-1642 55 23 ) ) PUNCT istl-1642 55 24 esipfed esipfe VERB istl-1642 55 25 vimeo vimeo NOUN istl-1642 55 26 ( ( PUNCT istl-1642 55 27 http://vimeo.com/album/2142831 http://vimeo.com/album/2142831 PROPN istl-1642 55 28 ) ) PUNCT istl-1642 55 29 . . PUNCT istl-1642 56 1 from from ADP istl-1642 56 2 the the DET istl-1642 56 3 esip esip NOUN istl-1642 56 4 commons common NOUN istl-1642 56 5 page page NOUN istl-1642 56 6 , , PUNCT istl-1642 56 7 the the DET istl-1642 56 8 35 35 NUM istl-1642 56 9 modules module NOUN istl-1642 56 10 from from ADP istl-1642 56 11 the the DET istl-1642 56 12 short short ADJ istl-1642 56 13 course course NOUN istl-1642 56 14 are be AUX istl-1642 56 15 organized organize VERB istl-1642 56 16 into into ADP istl-1642 56 17 the the DET istl-1642 56 18 following follow VERB istl-1642 56 19 major major ADJ istl-1642 56 20 sections section NOUN istl-1642 56 21 : : PUNCT istl-1642 56 22 the the DET istl-1642 56 23 case case NOUN istl-1642 56 24 for for ADP istl-1642 56 25 data data NOUN istl-1642 56 26 stewardship stewardship NOUN istl-1642 56 27 data datum NOUN istl-1642 56 28 management management NOUN istl-1642 56 29 plans plan VERB istl-1642 56 30 local local ADJ istl-1642 56 31 data datum NOUN istl-1642 56 32 management management NOUN istl-1642 56 33 responsible responsible ADJ istl-1642 56 34 data datum NOUN istl-1642 56 35 use use VERB istl-1642 56 36 the the DET istl-1642 56 37 full full ADJ istl-1642 56 38 listing listing NOUN istl-1642 56 39 of of ADP istl-1642 56 40 the the DET istl-1642 56 41 modules module NOUN istl-1642 56 42 in in ADP istl-1642 56 43 alphabetical alphabetical ADJ istl-1642 56 44 order order NOUN istl-1642 56 45 by by ADP istl-1642 56 46 module module NOUN istl-1642 56 47 name name NOUN istl-1642 56 48 can can AUX istl-1642 56 49 be be AUX istl-1642 56 50 found find VERB istl-1642 56 51 in in ADP istl-1642 56 52 appendix appendix PROPN istl-1642 56 53 a. a. PROPN istl-1642 56 54 within within ADP istl-1642 56 55 esip esip NOUN istl-1642 56 56 commons common NOUN istl-1642 56 57 , , PUNCT istl-1642 56 58 each each DET istl-1642 56 59 module module NOUN istl-1642 56 60 has have VERB istl-1642 56 61 a a DET istl-1642 56 62 separate separate ADJ istl-1642 56 63 landing landing NOUN istl-1642 56 64 page page NOUN istl-1642 56 65 . . PUNCT istl-1642 57 1 the the DET istl-1642 57 2 landing landing NOUN istl-1642 57 3 page page NOUN istl-1642 57 4 contains contain VERB istl-1642 57 5 an an DET istl-1642 57 6 overview overview NOUN istl-1642 57 7 of of ADP istl-1642 57 8 the the DET istl-1642 57 9 module module NOUN istl-1642 57 10 , , PUNCT istl-1642 57 11 its its PRON istl-1642 57 12 digital digital ADJ istl-1642 57 13 object object NOUN istl-1642 57 14 identifier identifier NOUN istl-1642 57 15 ( ( PUNCT istl-1642 57 16 doi doi PROPN istl-1642 57 17 ) ) PUNCT istl-1642 57 18 , , PUNCT istl-1642 57 19 a a DET istl-1642 57 20 link link NOUN istl-1642 57 21 for for ADP istl-1642 57 22 downloading download VERB istl-1642 57 23 the the DET istl-1642 57 24 presentation presentation NOUN istl-1642 57 25 slides slide NOUN istl-1642 57 26 , , PUNCT istl-1642 57 27 and and CCONJ istl-1642 57 28 the the DET istl-1642 57 29 ability ability NOUN istl-1642 57 30 to to PART istl-1642 57 31 stream stream VERB istl-1642 57 32 a a DET istl-1642 57 33 video video NOUN istl-1642 57 34 of of ADP istl-1642 57 35 the the DET istl-1642 57 36 training training NOUN istl-1642 57 37 module module NOUN istl-1642 57 38 directly directly ADV istl-1642 57 39 from from ADP istl-1642 57 40 the the DET istl-1642 57 41 page page NOUN istl-1642 57 42 . . PUNCT istl-1642 58 1 the the DET istl-1642 58 2 video video NOUN istl-1642 58 3 associated associate VERB istl-1642 58 4 with with ADP istl-1642 58 5 each each DET istl-1642 58 6 module module NOUN istl-1642 58 7 lasts last VERB istl-1642 58 8 about about ADV istl-1642 58 9 five five NUM istl-1642 58 10 to to PART istl-1642 58 11 15 15 NUM istl-1642 58 12 minutes minute NOUN istl-1642 58 13 . . PUNCT istl-1642 59 1 although although SCONJ istl-1642 59 2 the the DET istl-1642 59 3 modules module NOUN istl-1642 59 4 were be AUX istl-1642 59 5 developed develop VERB istl-1642 59 6 as as ADP istl-1642 59 7 part part NOUN istl-1642 59 8 of of ADP istl-1642 59 9 a a DET istl-1642 59 10 complete complete ADJ istl-1642 59 11 syllabus syllabus NOUN istl-1642 59 12 , , PUNCT istl-1642 59 13 each each PRON istl-1642 59 14 represents represent VERB istl-1642 59 15 a a DET istl-1642 59 16 stand stand VERB istl-1642 59 17 - - PUNCT istl-1642 59 18 alone alone ADJ istl-1642 59 19 topic topic NOUN istl-1642 59 20 . . PUNCT istl-1642 60 1 in in ADP istl-1642 60 2 addition addition NOUN istl-1642 60 3 , , PUNCT istl-1642 60 4 the the DET istl-1642 60 5 modules module NOUN istl-1642 60 6 are be AUX istl-1642 60 7 designed design VERB istl-1642 60 8 to to PART istl-1642 60 9 be be AUX istl-1642 60 10 self self NOUN istl-1642 60 11 - - PUNCT istl-1642 60 12 pacing pace VERB istl-1642 60 13 and and CCONJ istl-1642 60 14 flexible flexible ADJ istl-1642 60 15 , , PUNCT istl-1642 60 16 so so SCONJ istl-1642 60 17 that that SCONJ istl-1642 60 18 users user NOUN istl-1642 60 19 can can AUX istl-1642 60 20 review review VERB istl-1642 60 21 and and CCONJ istl-1642 60 22 stream stream VERB istl-1642 60 23 or or CCONJ istl-1642 60 24 download download VERB istl-1642 60 25 specific specific ADJ istl-1642 60 26 modules module NOUN istl-1642 60 27 as as SCONJ istl-1642 60 28 needed need VERB istl-1642 60 29 . . PUNCT istl-1642 61 1 this this PRON istl-1642 61 2 enables enable VERB istl-1642 61 3 the the DET istl-1642 61 4 short short ADJ istl-1642 61 5 course course NOUN istl-1642 61 6 to to PART istl-1642 61 7 be be AUX istl-1642 61 8 customizable customizable ADJ istl-1642 61 9 to to ADP istl-1642 61 10 each each DET istl-1642 61 11 individual individual NOUN istl-1642 61 12 's 's PART istl-1642 61 13 data data NOUN istl-1642 61 14 management management NOUN istl-1642 61 15 knowledge knowledge NOUN istl-1642 61 16 , , PUNCT istl-1642 61 17 skill skill NOUN istl-1642 61 18 level level NOUN istl-1642 61 19 , , PUNCT istl-1642 61 20 and and CCONJ istl-1642 61 21 time time NOUN istl-1642 61 22 constraints constraint NOUN istl-1642 61 23 . . PUNCT istl-1642 62 1 as as SCONJ istl-1642 62 2 the the DET istl-1642 62 3 short short ADJ istl-1642 62 4 course course NOUN istl-1642 62 5 's 's PART istl-1642 62 6 materials material NOUN istl-1642 62 7 are be AUX istl-1642 62 8 openly openly ADV istl-1642 62 9 available available ADJ istl-1642 62 10 under under ADP istl-1642 62 11 a a DET istl-1642 62 12 creative creative ADJ istl-1642 62 13 commons common NOUN istl-1642 62 14 attribution attribution NOUN istl-1642 62 15 license license NOUN istl-1642 62 16 , , PUNCT istl-1642 62 17 they they PRON istl-1642 62 18 can can AUX istl-1642 62 19 be be AUX istl-1642 62 20 repurposed repurpose VERB istl-1642 62 21 as as ADV istl-1642 62 22 well well ADV istl-1642 62 23 with with ADP istl-1642 62 24 proper proper ADJ istl-1642 62 25 credit credit NOUN istl-1642 62 26 ascribed ascribe VERB istl-1642 62 27 . . PUNCT istl-1642 63 1 the the DET istl-1642 63 2 short short ADJ istl-1642 63 3 course course NOUN istl-1642 63 4 presents present VERB istl-1642 63 5 a a DET istl-1642 63 6 wide wide ADJ istl-1642 63 7 range range NOUN istl-1642 63 8 of of ADP istl-1642 63 9 topics topic NOUN istl-1642 63 10 pertaining pertain VERB istl-1642 63 11 to to ADP istl-1642 63 12 specific specific ADJ istl-1642 63 13 data datum NOUN istl-1642 63 14 management management NOUN istl-1642 63 15 tasks task NOUN istl-1642 63 16 , , PUNCT istl-1642 63 17 such such ADJ istl-1642 63 18 as as ADP istl-1642 63 19 " " PUNCT istl-1642 63 20 agency agency NOUN istl-1642 63 21 requirements requirement NOUN istl-1642 63 22 , , PUNCT istl-1642 63 23 " " PUNCT istl-1642 63 24 " " PUNCT istl-1642 63 25 creating create VERB istl-1642 63 26 documentation documentation NOUN istl-1642 63 27 and and CCONJ istl-1642 63 28 metadata metadata NOUN istl-1642 63 29 , , PUNCT istl-1642 63 30 " " PUNCT istl-1642 63 31 and and CCONJ istl-1642 63 32 " " PUNCT istl-1642 63 33 elements element NOUN istl-1642 63 34 of of ADP istl-1642 63 35 a a DET istl-1642 63 36 data data NOUN istl-1642 63 37 management management NOUN istl-1642 63 38 plan plan NOUN istl-1642 63 39 . . PUNCT istl-1642 63 40 " " PUNCT istl-1642 64 1 related related ADJ istl-1642 64 2 topics topic NOUN istl-1642 64 3 , , PUNCT istl-1642 64 4 including include VERB istl-1642 64 5 " " PUNCT istl-1642 64 6 enhancing enhance VERB istl-1642 64 7 your your PRON istl-1642 64 8 reputation reputation NOUN istl-1642 64 9 , , PUNCT istl-1642 64 10 " " PUNCT istl-1642 64 11 " " PUNCT istl-1642 64 12 using use VERB istl-1642 64 13 self self NOUN istl-1642 64 14 - - PUNCT istl-1642 64 15 describing describe VERB istl-1642 64 16 data data NOUN istl-1642 64 17 formats format NOUN istl-1642 64 18 , , PUNCT istl-1642 64 19 " " PUNCT istl-1642 64 20 and and CCONJ istl-1642 64 21 " " PUNCT istl-1642 64 22 copyright copyright NOUN istl-1642 64 23 and and CCONJ istl-1642 64 24 data datum NOUN istl-1642 64 25 , , PUNCT istl-1642 64 26 " " PUNCT istl-1642 64 27 highlight highlight VERB istl-1642 64 28 the the DET istl-1642 64 29 importance importance NOUN istl-1642 64 30 of of ADP istl-1642 64 31 the the DET istl-1642 64 32 social social ADJ istl-1642 64 33 , , PUNCT istl-1642 64 34 technical technical ADJ istl-1642 64 35 , , PUNCT istl-1642 64 36 and and CCONJ istl-1642 64 37 legal legal ADJ istl-1642 64 38 aspects aspect NOUN istl-1642 64 39 of of ADP istl-1642 64 40 data data NOUN istl-1642 64 41 management management NOUN istl-1642 64 42 . . PUNCT istl-1642 65 1 as as ADP istl-1642 65 2 such such ADJ istl-1642 65 3 , , PUNCT istl-1642 65 4 the the DET istl-1642 65 5 short short ADJ istl-1642 65 6 course course NOUN istl-1642 65 7 also also ADV istl-1642 65 8 assists assist VERB istl-1642 65 9 its its PRON istl-1642 65 10 users user NOUN istl-1642 65 11 in in ADP istl-1642 65 12 developing develop VERB istl-1642 65 13 a a DET istl-1642 65 14 deeper deep ADJ istl-1642 65 15 perspective perspective NOUN istl-1642 65 16 of of ADP istl-1642 65 17 the the DET istl-1642 65 18 full full ADJ istl-1642 65 19 sphere sphere NOUN istl-1642 65 20 of of ADP istl-1642 65 21 data data NOUN istl-1642 65 22 management management NOUN istl-1642 65 23 . . PUNCT istl-1642 66 1 lastly lastly ADV istl-1642 66 2 , , PUNCT istl-1642 66 3 regular regular ADJ istl-1642 66 4 updates update NOUN istl-1642 66 5 are be AUX istl-1642 66 6 planned plan VERB istl-1642 66 7 with with ADP istl-1642 66 8 the the DET istl-1642 66 9 support support NOUN istl-1642 66 10 of of ADP istl-1642 66 11 the the DET istl-1642 66 12 esip esip PROPN istl-1642 66 13 data data PROPN istl-1642 66 14 stewardship stewardship NOUN istl-1642 66 15 committee committee NOUN istl-1642 66 16 , , PUNCT istl-1642 66 17 allowing allow VERB istl-1642 66 18 users user NOUN istl-1642 66 19 to to PART istl-1642 66 20 return return VERB istl-1642 66 21 to to ADP istl-1642 66 22 the the DET istl-1642 66 23 modules module NOUN istl-1642 66 24 periodically periodically ADV istl-1642 66 25 to to PART istl-1642 66 26 revisit revisit VERB istl-1642 66 27 particular particular ADJ istl-1642 66 28 topics topic NOUN istl-1642 66 29 and and CCONJ istl-1642 66 30 locate locate VERB istl-1642 66 31 new new ADJ istl-1642 66 32 modules module NOUN istl-1642 66 33 . . PUNCT istl-1642 67 1 figure figure NOUN istl-1642 67 2 1 1 NUM istl-1642 67 3 and and CCONJ istl-1642 67 4 2 2 NUM istl-1642 67 5 show show NOUN istl-1642 67 6 samples sample NOUN istl-1642 67 7 of of ADP istl-1642 67 8 key key ADJ istl-1642 67 9 contents content NOUN istl-1642 67 10 presented present VERB istl-1642 67 11 by by ADP istl-1642 67 12 the the DET istl-1642 67 13 " " PUNCT istl-1642 67 14 elements element NOUN istl-1642 67 15 of of ADP istl-1642 67 16 a a DET istl-1642 67 17 data data NOUN istl-1642 67 18 management management NOUN istl-1642 67 19 plan plan NOUN istl-1642 67 20 " " PUNCT istl-1642 67 21 and and CCONJ istl-1642 67 22 " " PUNCT istl-1642 67 23 enhance enhance VERB istl-1642 67 24 your your PRON istl-1642 67 25 reputation reputation NOUN istl-1642 67 26 " " PUNCT istl-1642 67 27 modules module NOUN istl-1642 67 28 ( ( PUNCT istl-1642 67 29 last last ADV istl-1642 67 30 accessed access VERB istl-1642 67 31 21 21 NUM istl-1642 67 32 may may PROPN istl-1642 67 33 2015 2015 NUM istl-1642 67 34 ) ) PUNCT istl-1642 67 35 . . PUNCT istl-1642 68 1 figure figure VERB istl-1642 68 2 1 1 NUM istl-1642 68 3 . . PROPN istl-1642 68 4 sample sample NOUN istl-1642 68 5 of of ADP istl-1642 68 6 key key ADJ istl-1642 68 7 content content NOUN istl-1642 68 8 presented present VERB istl-1642 68 9 in in ADP istl-1642 68 10 the the DET istl-1642 68 11 " " PUNCT istl-1642 68 12 elements element NOUN istl-1642 68 13 of of ADP istl-1642 68 14 a a DET istl-1642 68 15 data data NOUN istl-1642 68 16 management management NOUN istl-1642 68 17 plan plan NOUN istl-1642 68 18 " " PUNCT istl-1642 68 19 module module NOUN istl-1642 68 20 figure figure NOUN istl-1642 68 21 2 2 NUM istl-1642 68 22 . . X istl-1642 68 23 sample sample NOUN istl-1642 68 24 of of ADP istl-1642 68 25 key key ADJ istl-1642 68 26 content content NOUN istl-1642 68 27 presented present VERB istl-1642 68 28 in in ADP istl-1642 68 29 the the DET istl-1642 68 30 " " PUNCT istl-1642 68 31 enhance enhance VERB istl-1642 68 32 your your PRON istl-1642 68 33 reputation reputation NOUN istl-1642 68 34 " " PUNCT istl-1642 68 35 module module NOUN istl-1642 68 36 although although SCONJ istl-1642 68 37 the the DET istl-1642 68 38 short short ADJ istl-1642 68 39 course course NOUN istl-1642 68 40 was be AUX istl-1642 68 41 designed design VERB istl-1642 68 42 for for ADP istl-1642 68 43 scientists scientist NOUN istl-1642 68 44 , , PUNCT istl-1642 68 45 the the DET istl-1642 68 46 modules module NOUN istl-1642 68 47 are be AUX istl-1642 68 48 intended intend VERB istl-1642 68 49 to to PART istl-1642 68 50 support support VERB istl-1642 68 51 both both DET istl-1642 68 52 scientific scientific ADJ istl-1642 68 53 researchers researcher NOUN istl-1642 68 54 and and CCONJ istl-1642 68 55 the the DET istl-1642 68 56 data datum NOUN istl-1642 68 57 / / SYM istl-1642 68 58 information information NOUN istl-1642 68 59 professionals professional NOUN istl-1642 68 60 who who PRON istl-1642 68 61 assist assist VERB istl-1642 68 62 and and CCONJ istl-1642 68 63 collaborate collaborate VERB istl-1642 68 64 with with ADP istl-1642 68 65 them they PRON istl-1642 68 66 . . PUNCT istl-1642 69 1 as as SCONJ istl-1642 69 2 data data NOUN istl-1642 69 3 management management NOUN istl-1642 69 4 practices practice NOUN istl-1642 69 5 and and CCONJ istl-1642 69 6 expectations expectation NOUN istl-1642 69 7 continue continue VERB istl-1642 69 8 to to PART istl-1642 69 9 evolve evolve VERB istl-1642 69 10 , , PUNCT istl-1642 69 11 lis lis ADJ istl-1642 69 12 professionals professional NOUN istl-1642 69 13 will will AUX istl-1642 69 14 continue continue VERB istl-1642 69 15 to to PART istl-1642 69 16 be be AUX istl-1642 69 17 important important ADJ istl-1642 69 18 partners partner NOUN istl-1642 69 19 for for ADP istl-1642 69 20 researchers researcher NOUN istl-1642 69 21 . . PUNCT istl-1642 70 1 in in ADP istl-1642 70 2 the the DET istl-1642 70 3 academic academic ADJ istl-1642 70 4 environment environment NOUN istl-1642 70 5 , , PUNCT istl-1642 70 6 data datum NOUN istl-1642 70 7 management management NOUN istl-1642 70 8 is be AUX istl-1642 70 9 a a DET istl-1642 70 10 growing grow VERB istl-1642 70 11 challenge challenge NOUN istl-1642 70 12 . . PUNCT istl-1642 71 1 librarians librarian NOUN istl-1642 71 2 who who PRON istl-1642 71 3 are be AUX istl-1642 71 4 already already ADV istl-1642 71 5 involved involve VERB istl-1642 71 6 and and CCONJ istl-1642 71 7 experienced experience VERB istl-1642 71 8 with with ADP istl-1642 71 9 knowledge knowledge NOUN istl-1642 71 10 management management NOUN istl-1642 71 11 can can AUX istl-1642 71 12 provide provide VERB istl-1642 71 13 vital vital ADJ istl-1642 71 14 data datum NOUN istl-1642 71 15 support support NOUN istl-1642 71 16 for for ADP istl-1642 71 17 researchers researcher NOUN istl-1642 71 18 . . PUNCT istl-1642 72 1 the the DET istl-1642 72 2 short short ADJ istl-1642 72 3 course course NOUN istl-1642 72 4 can can AUX istl-1642 72 5 thus thus ADV istl-1642 72 6 serve serve VERB istl-1642 72 7 librarians librarian NOUN istl-1642 72 8 in in ADP istl-1642 72 9 two two NUM istl-1642 72 10 ways way NOUN istl-1642 72 11 : : PUNCT istl-1642 72 12 1 1 X istl-1642 72 13 ) ) PUNCT istl-1642 72 14 for for ADP istl-1642 72 15 their their PRON istl-1642 72 16 own own ADJ istl-1642 72 17 education education NOUN istl-1642 72 18 , , PUNCT istl-1642 72 19 and and CCONJ istl-1642 72 20 2 2 X istl-1642 72 21 ) ) PUNCT istl-1642 72 22 as as ADP istl-1642 72 23 resources resource NOUN istl-1642 72 24 to to PART istl-1642 72 25 recommend recommend VERB istl-1642 72 26 to to ADP istl-1642 72 27 their their PRON istl-1642 72 28 graduate graduate NOUN istl-1642 72 29 students student NOUN istl-1642 72 30 , , PUNCT istl-1642 72 31 faculty faculty NOUN istl-1642 72 32 , , PUNCT istl-1642 72 33 and and CCONJ istl-1642 72 34 staff staff NOUN istl-1642 72 35 . . PUNCT istl-1642 73 1 conclusion conclusion NOUN istl-1642 73 2 the the DET istl-1642 73 3 rapid rapid ADJ istl-1642 73 4 increase increase NOUN istl-1642 73 5 in in ADP istl-1642 73 6 the the DET istl-1642 73 7 availability availability NOUN istl-1642 73 8 and and CCONJ istl-1642 73 9 diversity diversity NOUN istl-1642 73 10 of of ADP istl-1642 73 11 data datum NOUN istl-1642 73 12 will will AUX istl-1642 73 13 likely likely ADV istl-1642 73 14 continue continue VERB istl-1642 73 15 as as SCONJ istl-1642 73 16 digital digital ADJ istl-1642 73 17 technologies technology NOUN istl-1642 73 18 improve improve VERB istl-1642 73 19 . . PUNCT istl-1642 74 1 although although SCONJ istl-1642 74 2 the the DET istl-1642 74 3 " " PUNCT istl-1642 74 4 data datum NOUN istl-1642 74 5 deluge deluge NOUN istl-1642 74 6 " " PUNCT istl-1642 74 7 will will AUX istl-1642 74 8 persist persist VERB istl-1642 74 9 , , PUNCT istl-1642 74 10 value value NOUN istl-1642 74 11 can can AUX istl-1642 74 12 be be AUX istl-1642 74 13 derived derive VERB istl-1642 74 14 from from ADP istl-1642 74 15 data datum NOUN istl-1642 74 16 through through ADP istl-1642 74 17 proper proper ADJ istl-1642 74 18 and and CCONJ istl-1642 74 19 continuous continuous ADJ istl-1642 74 20 data datum NOUN istl-1642 74 21 management management NOUN istl-1642 74 22 . . PUNCT istl-1642 75 1 to to PART istl-1642 75 2 facilitate facilitate VERB istl-1642 75 3 better well ADJ istl-1642 75 4 data datum NOUN istl-1642 75 5 sharing sharing NOUN istl-1642 75 6 and and CCONJ istl-1642 75 7 reuse reuse VERB istl-1642 75 8 among among ADP istl-1642 75 9 the the DET istl-1642 75 10 wider wide ADJ istl-1642 75 11 community community NOUN istl-1642 75 12 , , PUNCT istl-1642 75 13 including include VERB istl-1642 75 14 academic academic ADJ istl-1642 75 15 , , PUNCT istl-1642 75 16 commercial commercial ADJ istl-1642 75 17 , , PUNCT istl-1642 75 18 and and CCONJ istl-1642 75 19 public public ADJ istl-1642 75 20 sectors sector NOUN istl-1642 75 21 , , PUNCT istl-1642 75 22 it it PRON istl-1642 75 23 is be AUX istl-1642 75 24 imperative imperative ADJ istl-1642 75 25 for for SCONJ istl-1642 75 26 scientific scientific ADJ istl-1642 75 27 researchers researcher NOUN istl-1642 75 28 to to PART istl-1642 75 29 familiarize familiarize VERB istl-1642 75 30 themselves themselves PRON istl-1642 75 31 with with ADP istl-1642 75 32 data data NOUN istl-1642 75 33 management management NOUN istl-1642 75 34 requirements requirement NOUN istl-1642 75 35 and and CCONJ istl-1642 75 36 to to PART istl-1642 75 37 acquire acquire VERB istl-1642 75 38 the the DET istl-1642 75 39 necessary necessary ADJ istl-1642 75 40 skills skill NOUN istl-1642 75 41 . . PUNCT istl-1642 76 1 concurrently concurrently ADV istl-1642 76 2 , , PUNCT istl-1642 76 3 it it PRON istl-1642 76 4 is be AUX istl-1642 76 5 also also ADV istl-1642 76 6 crucial crucial ADJ istl-1642 76 7 to to PART istl-1642 76 8 emphasize emphasize VERB istl-1642 76 9 that that SCONJ istl-1642 76 10 lis lis ADJ istl-1642 76 11 professionals professional NOUN istl-1642 76 12 are be AUX istl-1642 76 13 important important ADJ istl-1642 76 14 data datum NOUN istl-1642 76 15 management management NOUN istl-1642 76 16 partners partner NOUN istl-1642 76 17 . . PUNCT istl-1642 77 1 together together ADV istl-1642 77 2 , , PUNCT istl-1642 77 3 researchers researcher NOUN istl-1642 77 4 and and CCONJ istl-1642 77 5 librarians librarians PROPN istl-1642 77 6 exchange exchange VERB istl-1642 77 7 knowledge knowledge NOUN istl-1642 77 8 and and CCONJ istl-1642 77 9 share share VERB istl-1642 77 10 resources resource NOUN istl-1642 77 11 in in ADP istl-1642 77 12 order order NOUN istl-1642 77 13 to to PART istl-1642 77 14 grow grow VERB istl-1642 77 15 and and CCONJ istl-1642 77 16 foster foster ADJ istl-1642 77 17 data data NOUN istl-1642 77 18 management management NOUN istl-1642 77 19 skills skill NOUN istl-1642 77 20 and and CCONJ istl-1642 77 21 expertise expertise NOUN istl-1642 77 22 . . PUNCT istl-1642 78 1 while while SCONJ istl-1642 78 2 various various ADJ istl-1642 78 3 data data NOUN istl-1642 78 4 management management NOUN istl-1642 78 5 training training NOUN istl-1642 78 6 modules module NOUN istl-1642 78 7 are be AUX istl-1642 78 8 available available ADJ istl-1642 78 9 , , PUNCT istl-1642 78 10 esip esip PROPN istl-1642 78 11 's 's PART istl-1642 78 12 data data NOUN istl-1642 78 13 management management NOUN istl-1642 78 14 short short ADJ istl-1642 78 15 course course NOUN istl-1642 78 16 for for ADP istl-1642 78 17 scientists scientist NOUN istl-1642 78 18 fills fill VERB istl-1642 78 19 a a DET istl-1642 78 20 niche niche NOUN istl-1642 78 21 by by ADP istl-1642 78 22 drawing draw VERB istl-1642 78 23 the the DET istl-1642 78 24 attention attention NOUN istl-1642 78 25 of of ADP istl-1642 78 26 scientific scientific ADJ istl-1642 78 27 researchers researcher NOUN istl-1642 78 28 and and CCONJ istl-1642 78 29 by by ADP istl-1642 78 30 maintaining maintain VERB istl-1642 78 31 a a DET istl-1642 78 32 syllabus syllabus NOUN istl-1642 78 33 with with ADP istl-1642 78 34 comprehensive comprehensive ADJ istl-1642 78 35 and and CCONJ istl-1642 78 36 fundamental fundamental ADJ istl-1642 78 37 training training NOUN istl-1642 78 38 topics topic NOUN istl-1642 78 39 . . PUNCT istl-1642 79 1 the the DET istl-1642 79 2 modules module NOUN istl-1642 79 3 are be AUX istl-1642 79 4 designed design VERB istl-1642 79 5 to to PART istl-1642 79 6 be be AUX istl-1642 79 7 short short ADJ istl-1642 79 8 and and CCONJ istl-1642 79 9 focused focus VERB istl-1642 79 10 to to PART istl-1642 79 11 enable enable VERB istl-1642 79 12 a a DET istl-1642 79 13 personalized personalized ADJ istl-1642 79 14 training training NOUN istl-1642 79 15 sequence sequence NOUN istl-1642 79 16 . . PUNCT istl-1642 80 1 the the DET istl-1642 80 2 modules module NOUN istl-1642 80 3 are be AUX istl-1642 80 4 equally equally ADV istl-1642 80 5 applicable applicable ADJ istl-1642 80 6 as as ADP istl-1642 80 7 training training NOUN istl-1642 80 8 and and CCONJ istl-1642 80 9 reference reference NOUN istl-1642 80 10 resources resource NOUN istl-1642 80 11 for for ADP istl-1642 80 12 librarians librarian NOUN istl-1642 80 13 . . PUNCT istl-1642 81 1 when when SCONJ istl-1642 81 2 used use VERB istl-1642 81 3 by by ADP istl-1642 81 4 both both DET istl-1642 81 5 researchers researcher NOUN istl-1642 81 6 and and CCONJ istl-1642 81 7 lis lis ADJ istl-1642 81 8 professionals professional NOUN istl-1642 81 9 , , PUNCT istl-1642 81 10 esip esip NOUN istl-1642 81 11 's 's PART istl-1642 81 12 short short ADJ istl-1642 81 13 course course NOUN istl-1642 81 14 can can AUX istl-1642 81 15 help help VERB istl-1642 81 16 establish establish VERB istl-1642 81 17 common common ADJ istl-1642 81 18 ground ground NOUN istl-1642 81 19 and and CCONJ istl-1642 81 20 shared share VERB istl-1642 81 21 knowledge knowledge NOUN istl-1642 81 22 for for ADP istl-1642 81 23 communicating communicating NOUN istl-1642 81 24 and and CCONJ istl-1642 81 25 collaborating collaborate VERB istl-1642 81 26 on on ADP istl-1642 81 27 data data NOUN istl-1642 81 28 management management NOUN istl-1642 81 29 tasks task NOUN istl-1642 81 30 . . PUNCT istl-1642 82 1 in in ADP istl-1642 82 2 return return NOUN istl-1642 82 3 , , PUNCT istl-1642 82 4 as as SCONJ istl-1642 82 5 experience experience NOUN istl-1642 82 6 and and CCONJ istl-1642 82 7 best good ADJ istl-1642 82 8 practices practice NOUN istl-1642 82 9 in in ADP istl-1642 82 10 data data NOUN istl-1642 82 11 management management NOUN istl-1642 82 12 continue continue VERB istl-1642 82 13 to to PART istl-1642 82 14 mature mature VERB istl-1642 82 15 , , PUNCT istl-1642 82 16 data data NOUN istl-1642 82 17 management management NOUN istl-1642 82 18 training training NOUN istl-1642 82 19 will will AUX istl-1642 82 20 allow allow VERB istl-1642 82 21 researchers researcher NOUN istl-1642 82 22 and and CCONJ istl-1642 82 23 librarians librarian NOUN istl-1642 82 24 to to PART istl-1642 82 25 help help VERB istl-1642 82 26 fulfill fulfill VERB istl-1642 82 27 data data PROPN istl-1642 82 28 's 's PART istl-1642 82 29 full full ADJ istl-1642 82 30 potential potential NOUN istl-1642 82 31 through through ADP istl-1642 82 32 growing grow VERB istl-1642 82 33 scientific scientific ADJ istl-1642 82 34 knowledge knowledge NOUN istl-1642 82 35 . . PUNCT istl-1642 83 1 acknowledgements acknowledgement NOUN istl-1642 83 2 the the DET istl-1642 83 3 author author NOUN istl-1642 83 4 gratefully gratefully ADV istl-1642 83 5 acknowledges acknowledge VERB istl-1642 83 6 the the DET istl-1642 83 7 help help NOUN istl-1642 83 8 and and CCONJ istl-1642 83 9 support support NOUN istl-1642 83 10 of of ADP istl-1642 83 11 ruth ruth NOUN istl-1642 83 12 duerr duerr PROPN istl-1642 83 13 ( ( PUNCT istl-1642 83 14 national national ADJ istl-1642 83 15 snow snow NOUN istl-1642 83 16 and and CCONJ istl-1642 83 17 ice ice NOUN istl-1642 83 18 data datum NOUN istl-1642 83 19 center center NOUN istl-1642 83 20 ) ) PUNCT istl-1642 83 21 , , PUNCT istl-1642 83 22 nancy nancy PROPN istl-1642 83 23 hoebelheinrich hoebelheinrich NOUN istl-1642 83 24 ( ( PUNCT istl-1642 83 25 knowledge knowledge NOUN istl-1642 83 26 motifs motif NOUN istl-1642 83 27 , , PUNCT istl-1642 83 28 llc llc PROPN istl-1642 83 29 ) ) PUNCT istl-1642 83 30 , , PUNCT istl-1642 83 31 justin justin PROPN istl-1642 83 32 goldstein goldstein PROPN istl-1642 83 33 ( ( PUNCT istl-1642 83 34 u.s u.s PROPN istl-1642 83 35 . . PROPN istl-1642 83 36 global global ADJ istl-1642 83 37 change change NOUN istl-1642 83 38 research research NOUN istl-1642 83 39 program program NOUN istl-1642 83 40 and and CCONJ istl-1642 83 41 the the DET istl-1642 83 42 university university NOUN istl-1642 83 43 corporation corporation NOUN istl-1642 83 44 for for ADP istl-1642 83 45 atmospheric atmospheric ADJ istl-1642 83 46 research research NOUN istl-1642 83 47 ) ) PUNCT istl-1642 83 48 , , PUNCT istl-1642 83 49 matthew matthew PROPN istl-1642 83 50 mayernik mayernik PROPN istl-1642 83 51 ( ( PUNCT istl-1642 83 52 national national ADJ istl-1642 83 53 center center NOUN istl-1642 83 54 for for ADP istl-1642 83 55 atmospheric atmospheric ADJ istl-1642 83 56 research research NOUN istl-1642 83 57 ) ) PUNCT istl-1642 83 58 , , PUNCT istl-1642 83 59 and and CCONJ istl-1642 83 60 the the DET istl-1642 83 61 esip esip PROPN istl-1642 83 62 data data PROPN istl-1642 83 63 stewardship stewardship NOUN istl-1642 83 64 committee committee NOUN istl-1642 83 65 . . PUNCT istl-1642 84 1 references reference NOUN istl-1642 84 2 bawden bawden PROPN istl-1642 84 3 , , PUNCT istl-1642 84 4 d. d. PROPN istl-1642 84 5 & & CCONJ istl-1642 84 6 robinson robinson PROPN istl-1642 84 7 , , PUNCT istl-1642 84 8 l. l. PROPN istl-1642 84 9 2009 2009 NUM istl-1642 84 10 . . PUNCT istl-1642 85 1 the the DET istl-1642 85 2 dark dark ADJ istl-1642 85 3 side side NOUN istl-1642 85 4 of of ADP istl-1642 85 5 information information NOUN istl-1642 85 6 : : PUNCT istl-1642 85 7 overload overload NOUN istl-1642 85 8 , , PUNCT istl-1642 85 9 anxiety anxiety NOUN istl-1642 85 10 and and CCONJ istl-1642 85 11 other other ADJ istl-1642 85 12 paradoxes paradox NOUN istl-1642 85 13 and and CCONJ istl-1642 85 14 pathologies pathology NOUN istl-1642 85 15 . . PUNCT istl-1642 86 1 journal journal PROPN istl-1642 86 2 of of ADP istl-1642 86 3 information information NOUN istl-1642 86 4 science science NOUN istl-1642 86 5 [ [ X istl-1642 86 6 internet internet NOUN istl-1642 86 7 ] ] PUNCT istl-1642 86 8 . . PUNCT istl-1642 87 1 [ [ X istl-1642 87 2 cited cite VERB istl-1642 87 3 2015 2015 NUM istl-1642 87 4 january january PROPN istl-1642 87 5 26 26 NUM istl-1642 87 6 ] ] PUNCT istl-1642 87 7 ; ; PUNCT istl-1642 87 8 35(2):180 35(2):180 NUM istl-1642 87 9 - - SYM istl-1642 87 10 191 191 NUM istl-1642 87 11 . . PUNCT istl-1642 88 1 doi doi PROPN istl-1642 88 2 : : PUNCT istl-1642 88 3 10.1177/0165551508095781 10.1177/0165551508095781 NUM istl-1642 88 4 case case NOUN istl-1642 88 5 , , PUNCT istl-1642 88 6 m.m m.m PROPN istl-1642 88 7 . . PROPN istl-1642 88 8 & & CCONJ istl-1642 88 9 matz matz PROPN istl-1642 88 10 , , PUNCT istl-1642 88 11 j. j. PROPN istl-1642 88 12 2003 2003 NUM istl-1642 88 13 . . PUNCT istl-1642 89 1 framing frame VERB istl-1642 89 2 the the DET istl-1642 89 3 issue issue NOUN istl-1642 89 4 : : PUNCT istl-1642 89 5 open open ADJ istl-1642 89 6 access access NOUN istl-1642 89 7 . . PUNCT istl-1642 90 1 arl arl PROPN istl-1642 90 2 : : PUNCT istl-1642 90 3 a a DET istl-1642 90 4 bimonthly bimonthly ADJ istl-1642 90 5 report report NOUN istl-1642 90 6 on on ADP istl-1642 90 7 research research NOUN istl-1642 90 8 library library NOUN istl-1642 90 9 issues issue NOUN istl-1642 90 10 and and CCONJ istl-1642 90 11 actions action NOUN istl-1642 90 12 from from ADP istl-1642 90 13 arl arl PROPN istl-1642 90 14 , , PUNCT istl-1642 90 15 cni cni ADJ istl-1642 90 16 , , PUNCT istl-1642 90 17 and and CCONJ istl-1642 90 18 sparc sparc NOUN istl-1642 90 19 , , PUNCT istl-1642 90 20 226:8 226:8 NUM istl-1642 90 21 - - SYM istl-1642 90 22 11 11 NUM istl-1642 90 23 . . PUNCT istl-1642 91 1 costello costello NOUN istl-1642 91 2 , , PUNCT istl-1642 91 3 m.j m.j PROPN istl-1642 91 4 . . PROPN istl-1642 91 5 & & CCONJ istl-1642 91 6 wieczorek wieczorek PROPN istl-1642 91 7 , , PUNCT istl-1642 91 8 j. j. PROPN istl-1642 91 9 2013 2013 NUM istl-1642 91 10 . . PUNCT istl-1642 92 1 best good ADJ istl-1642 92 2 practice practice NOUN istl-1642 92 3 for for ADP istl-1642 92 4 biodiversity biodiversity NOUN istl-1642 92 5 data datum NOUN istl-1642 92 6 management management NOUN istl-1642 92 7 and and CCONJ istl-1642 92 8 publication publication NOUN istl-1642 92 9 . . PUNCT istl-1642 93 1 biological biological ADJ istl-1642 93 2 conservation conservation NOUN istl-1642 94 1 [ [ X istl-1642 94 2 internet internet NOUN istl-1642 94 3 ] ] PUNCT istl-1642 94 4 . . PUNCT istl-1642 95 1 [ [ X istl-1642 95 2 cited cite VERB istl-1642 95 3 2015 2015 NUM istl-1642 95 4 january january PROPN istl-1642 95 5 26 26 NUM istl-1642 95 6 ] ] PUNCT istl-1642 95 7 ; ; PUNCT istl-1642 95 8 173(2014):68 173(2014):68 NOUN istl-1642 95 9 - - SYM istl-1642 95 10 73 73 NUM istl-1642 95 11 . . PUNCT istl-1642 96 1 doi doi PROPN istl-1642 96 2 : : PUNCT istl-1642 96 3 doi:10.1016 doi:10.1016 PROPN istl-1642 96 4 / / SYM istl-1642 96 5 j.biocon.2013.10.018 j.biocon.2013.10.018 PROPN istl-1642 96 6 del del PROPN istl-1642 96 7 rio rio PROPN istl-1642 96 8 , , PUNCT istl-1642 96 9 n. n. PROPN istl-1642 96 10 , , PUNCT istl-1642 96 11 villanueva villanueva NOUN istl-1642 96 12 - - NOUN istl-1642 96 13 rosales rosales PROPN istl-1642 96 14 , , PUNCT istl-1642 96 15 n. n. PROPN istl-1642 96 16 , , PUNCT istl-1642 96 17 pennington pennington PROPN istl-1642 96 18 , , PUNCT istl-1642 96 19 d. d. PROPN istl-1642 96 20 , , PUNCT istl-1642 96 21 benedict benedict PROPN istl-1642 96 22 , , PUNCT istl-1642 96 23 k. k. NOUN istl-1642 96 24 , , PUNCT istl-1642 96 25 stewart stewart PROPN istl-1642 96 26 , , PUNCT istl-1642 96 27 a. a. PROPN istl-1642 96 28 , , PUNCT istl-1642 96 29 & & CCONJ istl-1642 96 30 grady grady PROPN istl-1642 96 31 , , PUNCT istl-1642 96 32 c.j c.j PROPN istl-1642 96 33 . . PROPN istl-1642 96 34 2013 2013 NUM istl-1642 96 35 . . PUNCT istl-1642 97 1 elseweb elseweb NOUN istl-1642 97 2 meets meet VERB istl-1642 97 3 sadi sadi VERB istl-1642 97 4 : : PUNCT istl-1642 97 5 supporting support VERB istl-1642 97 6 data datum NOUN istl-1642 97 7 - - PUNCT istl-1642 97 8 to to ADP istl-1642 97 9 - - PUNCT istl-1642 97 10 model model NOUN istl-1642 97 11 integration integration NOUN istl-1642 97 12 for for ADP istl-1642 97 13 biodiversity biodiversity NOUN istl-1642 97 14 forecasting forecasting NOUN istl-1642 97 15 , , PUNCT istl-1642 97 16 discovery discovery PROPN istl-1642 97 17 informatics informatic NOUN istl-1642 97 18 : : PUNCT istl-1642 97 19 ai ai AUX istl-1642 97 20 takes take VERB istl-1642 97 21 a a DET istl-1642 97 22 science science NOUN istl-1642 97 23 - - PUNCT istl-1642 97 24 centered center VERB istl-1642 97 25 view view NOUN istl-1642 97 26 on on ADP istl-1642 97 27 big big ADJ istl-1642 97 28 data datum NOUN istl-1642 97 29 aaai aaai PROPN istl-1642 97 30 technical technical ADJ istl-1642 97 31 report report NOUN istl-1642 97 32 , , PUNCT istl-1642 97 33 fs-13 fs-13 NOUN istl-1642 97 34 - - PUNCT istl-1642 97 35 01:8 01:8 NUM istl-1642 97 36 - - PUNCT istl-1642 97 37 15 15 NUM istl-1642 97 38 . . PUNCT istl-1642 97 39 esip esip PROPN istl-1642 97 40 federation federation PROPN istl-1642 97 41 . . PUNCT istl-1642 98 1 2011 2011 NUM istl-1642 98 2 . . PUNCT istl-1642 99 1 [ [ X istl-1642 99 2 internet internet NOUN istl-1642 99 3 ] ] PUNCT istl-1642 99 4 . . PUNCT istl-1642 100 1 vision vision NOUN istl-1642 100 2 ; ; PUNCT istl-1642 100 3 [ [ X istl-1642 100 4 cited cite VERB istl-1642 100 5 2015 2015 NUM istl-1642 100 6 january january PROPN istl-1642 100 7 26 26 NUM istl-1642 100 8 ] ] PUNCT istl-1642 100 9 . . PUNCT istl-1642 101 1 available available ADJ istl-1642 101 2 from from ADP istl-1642 101 3 : : PUNCT istl-1642 101 4 http://www.esipfed.org/history http://www.esipfed.org/history X istl-1642 101 5 gantz gantz PROPN istl-1642 101 6 , , PUNCT istl-1642 101 7 j. j. PROPN istl-1642 101 8 & & CCONJ istl-1642 101 9 reinsel reinsel PROPN istl-1642 102 1 d. d. PROPN istl-1642 103 1 [ [ X istl-1642 103 2 internet internet NOUN istl-1642 103 3 ] ] PUNCT istl-1642 103 4 . . PUNCT istl-1642 104 1 [ [ X istl-1642 104 2 2012 2012 NUM istl-1642 104 3 ] ] PUNCT istl-1642 104 4 . . PUNCT istl-1642 105 1 the the DET istl-1642 105 2 digital digital ADJ istl-1642 105 3 universe universe NOUN istl-1642 105 4 in in ADP istl-1642 105 5 2020 2020 NUM istl-1642 105 6 : : PUNCT istl-1642 105 7 big big ADJ istl-1642 105 8 data datum NOUN istl-1642 105 9 , , PUNCT istl-1642 105 10 bigger big ADJ istl-1642 105 11 digital digital ADJ istl-1642 105 12 shadows shadow NOUN istl-1642 105 13 , , PUNCT istl-1642 105 14 and and CCONJ istl-1642 105 15 biggest big ADJ istl-1642 105 16 growth growth NOUN istl-1642 105 17 in in ADP istl-1642 105 18 the the DET istl-1642 105 19 far far ADJ istl-1642 105 20 east east NOUN istl-1642 105 21 ; ; PUNCT istl-1642 105 22 [ [ X istl-1642 105 23 cited cite VERB istl-1642 105 24 2015 2015 NUM istl-1642 105 25 january january PROPN istl-1642 105 26 26 26 NUM istl-1642 105 27 ] ] PUNCT istl-1642 105 28 . . PUNCT istl-1642 106 1 available available ADJ istl-1642 106 2 from from ADP istl-1642 106 3 : : PUNCT istl-1642 106 4 http://www.emc.com/collateral/analyst-reports/idc-the-digital-universe-in-2020.pdf http://www.emc.com/collateral/analyst-reports/idc-the-digital-universe-in-2020.pdf PROPN istl-1642 106 5 greenberg greenberg PROPN istl-1642 106 6 , , PUNCT istl-1642 106 7 j. j. PROPN istl-1642 106 8 , , PUNCT istl-1642 106 9 white white PROPN istl-1642 106 10 , , PUNCT istl-1642 106 11 h. h. PROPN istl-1642 106 12 , , PUNCT istl-1642 106 13 carrier carrier PROPN istl-1642 106 14 , , PUNCT istl-1642 106 15 c. c. PROPN istl-1642 106 16 & & CCONJ istl-1642 106 17 scherle scherle PROPN istl-1642 106 18 , , PUNCT istl-1642 106 19 r. r. PROPN istl-1642 106 20 2009 2009 NUM istl-1642 106 21 . . PUNCT istl-1642 107 1 a a DET istl-1642 107 2 metadata metadata ADJ istl-1642 107 3 best good ADJ istl-1642 107 4 practice practice NOUN istl-1642 107 5 for for ADP istl-1642 107 6 a a DET istl-1642 107 7 scientific scientific ADJ istl-1642 107 8 data data NOUN istl-1642 107 9 repository repository NOUN istl-1642 107 10 . . PUNCT istl-1642 108 1 journal journal PROPN istl-1642 108 2 of of ADP istl-1642 108 3 library library PROPN istl-1642 108 4 metadata metadata PROPN istl-1642 109 1 [ [ X istl-1642 109 2 internet internet NOUN istl-1642 109 3 ] ] PUNCT istl-1642 109 4 . . PUNCT istl-1642 110 1 [ [ X istl-1642 110 2 cited cite VERB istl-1642 110 3 2015 2015 NUM istl-1642 110 4 january january PROPN istl-1642 110 5 26 26 NUM istl-1642 110 6 ] ] PUNCT istl-1642 110 7 ; ; PUNCT istl-1642 110 8 9(3 9(3 NUM istl-1642 110 9 - - PUNCT istl-1642 110 10 4):194 4):194 NOUN istl-1642 110 11 - - PUNCT istl-1642 110 12 212 212 NUM istl-1642 110 13 . . PUNCT istl-1642 111 1 doi doi PROPN istl-1642 111 2 : : PUNCT istl-1642 111 3 10.1080/19386380903405090 10.1080/19386380903405090 NUM istl-1642 111 4 halbert halbert ADJ istl-1642 111 5 , , PUNCT istl-1642 111 6 m. m. NOUN istl-1642 111 7 , , PUNCT istl-1642 111 8 moen moen PROPN istl-1642 111 9 , , PUNCT istl-1642 111 10 w. w. PROPN istl-1642 111 11 , , PUNCT istl-1642 111 12 & & CCONJ istl-1642 111 13 keralis keralis PROPN istl-1642 111 14 , , PUNCT istl-1642 111 15 s. s. PROPN istl-1642 111 16 2012 2012 NUM istl-1642 111 17 . . PUNCT istl-1642 112 1 the the DET istl-1642 112 2 datares datare NOUN istl-1642 112 3 research research NOUN istl-1642 112 4 project project NOUN istl-1642 112 5 on on ADP istl-1642 112 6 data datum NOUN istl-1642 112 7 management management NOUN istl-1642 112 8 . . PUNCT istl-1642 113 1 proceedings proceeding NOUN istl-1642 113 2 of of ADP istl-1642 113 3 the the DET istl-1642 113 4 2012 2012 NUM istl-1642 113 5 iconference iconference NOUN istl-1642 113 6 ; ; PUNCT istl-1642 113 7 2012 2012 NUM istl-1642 113 8 february february PROPN istl-1642 113 9 7 7 NUM istl-1642 113 10 - - SYM istl-1642 113 11 10 10 NUM istl-1642 113 12 ; ; PUNCT istl-1642 113 13 toronto toronto PROPN istl-1642 113 14 . . PUNCT istl-1642 113 15 new new PROPN istl-1642 113 16 york york PROPN istl-1642 113 17 ( ( PUNCT istl-1642 113 18 ny ny PROPN istl-1642 113 19 ): ): PUNCT istl-1642 113 20 acm acm NOUN istl-1642 113 21 . . PUNCT istl-1642 114 1 p. p. NOUN istl-1642 114 2 589 589 NUM istl-1642 114 3 - - SYM istl-1642 114 4 591 591 NUM istl-1642 114 5 . . PUNCT istl-1642 115 1 doi doi PROPN istl-1642 115 2 : : PUNCT istl-1642 115 3 10.1145/2132176.2132300 10.1145/2132176.2132300 NUM istl-1642 115 4 high high ADJ istl-1642 115 5 level level NOUN istl-1642 115 6 expert expert NOUN istl-1642 115 7 group group NOUN istl-1642 115 8 on on ADP istl-1642 115 9 scientific scientific ADJ istl-1642 115 10 data datum NOUN istl-1642 115 11 . . PUNCT istl-1642 116 1 [ [ X istl-1642 116 2 internet internet NOUN istl-1642 116 3 ] ] PUNCT istl-1642 116 4 . . PUNCT istl-1642 117 1 [ [ X istl-1642 117 2 2010 2010 NUM istl-1642 117 3 ] ] PUNCT istl-1642 117 4 . . PUNCT istl-1642 118 1 riding ride VERB istl-1642 118 2 the the DET istl-1642 118 3 wave wave NOUN istl-1642 118 4 – – PUNCT istl-1642 118 5 how how SCONJ istl-1642 118 6 europe europe PROPN istl-1642 118 7 can can AUX istl-1642 118 8 gain gain VERB istl-1642 118 9 from from ADP istl-1642 118 10 the the DET istl-1642 118 11 rising rise VERB istl-1642 118 12 tide tide NOUN istl-1642 118 13 of of ADP istl-1642 118 14 scientific scientific ADJ istl-1642 118 15 data datum NOUN istl-1642 118 16 – – PUNCT istl-1642 118 17 final final ADJ istl-1642 118 18 report report NOUN istl-1642 118 19 of of ADP istl-1642 118 20 the the DET istl-1642 118 21 high high ADJ istl-1642 118 22 level level NOUN istl-1642 118 23 expert expert NOUN istl-1642 118 24 group group NOUN istl-1642 118 25 on on ADP istl-1642 118 26 scientific scientific ADJ istl-1642 118 27 data datum NOUN istl-1642 118 28 – – PUNCT istl-1642 118 29 a a DET istl-1642 118 30 submission submission NOUN istl-1642 118 31 to to ADP istl-1642 118 32 the the DET istl-1642 118 33 european european PROPN istl-1642 118 34 commission commission PROPN istl-1642 118 35 ; ; PUNCT istl-1642 118 36 [ [ X istl-1642 118 37 cited cite VERB istl-1642 118 38 2015 2015 NUM istl-1642 118 39 january january PROPN istl-1642 118 40 26 26 NUM istl-1642 118 41 ] ] PUNCT istl-1642 118 42 . . PUNCT istl-1642 119 1 available available ADJ istl-1642 119 2 from from ADP istl-1642 119 3 : : PUNCT istl-1642 119 4 http://cordis.europa.eu/fp7/ict/e-infrastructure/docs/hlg-sdi-report.pdf http://cordis.europa.eu/fp7/ict/e-infrastructure/docs/hlg-sdi-report.pdf PROPN istl-1642 119 5 jaeger jaeger PROPN istl-1642 119 6 , , PUNCT istl-1642 119 7 p. p. PROPN istl-1642 119 8 , , PUNCT istl-1642 119 9 bertot bertot PROPN istl-1642 119 10 , , PUNCT istl-1642 119 11 j. j. PROPN istl-1642 119 12 , , PUNCT istl-1642 119 13 kodama kodama PROPN istl-1642 119 14 , , PUNCT istl-1642 119 15 c. c. PROPN istl-1642 119 16 , , PUNCT istl-1642 119 17 katz katz PROPN istl-1642 119 18 , , PUNCT istl-1642 119 19 s. s. PROPN istl-1642 119 20 , , PUNCT istl-1642 119 21 & & CCONJ istl-1642 119 22 decoster decoster NOUN istl-1642 119 23 , , PUNCT istl-1642 119 24 e. e. PROPN istl-1642 119 25 2011 2011 NUM istl-1642 119 26 . . PUNCT istl-1642 120 1 describing describe VERB istl-1642 120 2 and and CCONJ istl-1642 120 3 measuring measure VERB istl-1642 120 4 the the DET istl-1642 120 5 value value NOUN istl-1642 120 6 of of ADP istl-1642 120 7 public public ADJ istl-1642 120 8 libraries library NOUN istl-1642 120 9 : : PUNCT istl-1642 120 10 the the DET istl-1642 120 11 growth growth NOUN istl-1642 120 12 of of ADP istl-1642 120 13 the the DET istl-1642 120 14 internet internet NOUN istl-1642 120 15 and and CCONJ istl-1642 120 16 the the DET istl-1642 120 17 evolution evolution NOUN istl-1642 120 18 of of ADP istl-1642 120 19 library library NOUN istl-1642 120 20 value value NOUN istl-1642 120 21 . . PUNCT istl-1642 121 1 first first ADJ istl-1642 121 2 monday monday PROPN istl-1642 122 1 [ [ X istl-1642 122 2 internet internet NOUN istl-1642 122 3 ] ] PUNCT istl-1642 122 4 . . PUNCT istl-1642 123 1 [ [ X istl-1642 123 2 cited cite VERB istl-1642 123 3 2015 2015 NUM istl-1642 123 4 january january PROPN istl-1642 123 5 26 26 NUM istl-1642 123 6 ] ] PUNCT istl-1642 123 7 ; ; PUNCT istl-1642 123 8 16(11 16(11 X istl-1642 123 9 ) ) PUNCT istl-1642 123 10 . . PUNCT istl-1642 124 1 doi doi PROPN istl-1642 124 2 : : PUNCT istl-1642 124 3 10.5210 10.5210 NUM istl-1642 124 4 / / SYM istl-1642 124 5 fm.v16i11.3765 fm.v16i11.3765 PROPN istl-1642 124 6 office office PROPN istl-1642 124 7 of of ADP istl-1642 124 8 management management NOUN istl-1642 124 9 and and CCONJ istl-1642 124 10 budget budget NOUN istl-1642 124 11 ( ( PUNCT istl-1642 124 12 us us PROPN istl-1642 124 13 ) ) PUNCT istl-1642 124 14 . . PUNCT istl-1642 125 1 2000 2000 NUM istl-1642 125 2 . . PUNCT istl-1642 126 1 circular circular ADJ istl-1642 127 1 no no INTJ istl-1642 127 2 . . PUNCT istl-1642 128 1 a-130 a-130 INTJ istl-1642 128 2 : : PUNCT istl-1642 128 3 management management NOUN istl-1642 128 4 of of ADP istl-1642 128 5 federal federal ADJ istl-1642 128 6 information information NOUN istl-1642 128 7 resources resource NOUN istl-1642 128 8 . . PUNCT istl-1642 129 1 memorandum memorandum VERB istl-1642 129 2 for for ADP istl-1642 129 3 heads head NOUN istl-1642 129 4 of of ADP istl-1642 129 5 executive executive ADJ istl-1642 129 6 departments department NOUN istl-1642 129 7 and and CCONJ istl-1642 129 8 agencies agency NOUN istl-1642 129 9 [ [ X istl-1642 129 10 internet internet NOUN istl-1642 129 11 ] ] PUNCT istl-1642 129 12 . . PUNCT istl-1642 130 1 washington washington PROPN istl-1642 130 2 ( ( PUNCT istl-1642 130 3 dc dc PROPN istl-1642 130 4 ): ): PUNCT istl-1642 130 5 office office NOUN istl-1642 130 6 of of ADP istl-1642 130 7 management management NOUN istl-1642 130 8 and and CCONJ istl-1642 130 9 budget budget NOUN istl-1642 130 10 ( ( PUNCT istl-1642 130 11 us us PROPN istl-1642 130 12 ) ) PUNCT istl-1642 130 13 ; ; PUNCT istl-1642 130 14 [ [ X istl-1642 130 15 cited cite VERB istl-1642 130 16 2015 2015 NUM istl-1642 130 17 january january PROPN istl-1642 130 18 26 26 NUM istl-1642 130 19 ] ] PUNCT istl-1642 130 20 . . PUNCT istl-1642 131 1 available available ADJ istl-1642 131 2 from from ADP istl-1642 131 3 { { PUNCT istl-1642 131 4 v v NOUN istl-1642 131 5 } } PUNCT istl-1642 131 6 office office NOUN istl-1642 131 7 of of ADP istl-1642 131 8 science science NOUN istl-1642 131 9 and and CCONJ istl-1642 131 10 technology technology NOUN istl-1642 131 11 policy policy NOUN istl-1642 131 12 ( ( PUNCT istl-1642 131 13 us us PROPN istl-1642 131 14 ) ) PUNCT istl-1642 131 15 . . PUNCT istl-1642 132 1 [ [ X istl-1642 132 2 date date NOUN istl-1642 132 3 unknown unknown ADJ istl-1642 132 4 ] ] PUNCT istl-1642 132 5 . . PUNCT istl-1642 133 1 ostp ostp VERB istl-1642 133 2 initiatives initiative NOUN istl-1642 134 1 [ [ X istl-1642 134 2 internet internet NOUN istl-1642 134 3 ] ] PUNCT istl-1642 134 4 . . PUNCT istl-1642 135 1 washington washington PROPN istl-1642 135 2 ( ( PUNCT istl-1642 135 3 dc dc PROPN istl-1642 135 4 ): ): PUNCT istl-1642 135 5 office office NOUN istl-1642 135 6 of of ADP istl-1642 135 7 science science NOUN istl-1642 135 8 and and CCONJ istl-1642 135 9 technology technology NOUN istl-1642 135 10 policy policy NOUN istl-1642 135 11 ( ( PUNCT istl-1642 135 12 us we PRON istl-1642 135 13 ) ) PUNCT istl-1642 135 14 ; ; PUNCT istl-1642 135 15 [ [ X istl-1642 135 16 cited cite VERB istl-1642 135 17 2015 2015 NUM istl-1642 135 18 january january PROPN istl-1642 135 19 26 26 NUM istl-1642 135 20 ] ] PUNCT istl-1642 135 21 . . PUNCT istl-1642 136 1 available available ADJ istl-1642 136 2 from from ADP istl-1642 136 3 : : PUNCT istl-1642 136 4 { { PUNCT istl-1642 136 5 https://web.archive.org/web/20161018042203/https://www.whitehouse.gov/administration/eop/ostp/initiatives https://web.archive.org/web/20161018042203/https://www.whitehouse.gov/administration/eop/ostp/initiative NOUN istl-1642 136 6 } } PUNCT istl-1642 136 7 rife rife NOUN istl-1642 136 8 , , PUNCT istl-1642 136 9 d.l d.l PROPN istl-1642 136 10 . . PROPN istl-1642 136 11 , , PUNCT istl-1642 136 12 pinto pinto PROPN istl-1642 136 13 , , PUNCT istl-1642 136 14 j.o j.o PROPN istl-1642 136 15 . . PROPN istl-1642 136 16 , , PUNCT istl-1642 136 17 monaghan monaghan PROPN istl-1642 136 18 , , PUNCT istl-1642 136 19 a.j a.j PROPN istl-1642 136 20 . . PROPN istl-1642 136 21 , , PUNCT istl-1642 136 22 davis davis PROPN istl-1642 136 23 , , PUNCT istl-1642 136 24 c.a c.a PROPN istl-1642 136 25 . . PROPN istl-1642 136 26 , , PUNCT istl-1642 136 27 & & CCONJ istl-1642 136 28 hannan hannan PROPN istl-1642 136 29 , , PUNCT istl-1642 136 30 j.r j.r PROPN istl-1642 136 31 . . PUNCT istl-1642 137 1 [ [ X istl-1642 137 2 internet internet NOUN istl-1642 137 3 ] ] PUNCT istl-1642 137 4 . . PUNCT istl-1642 138 1 [ [ X istl-1642 138 2 updated update VERB istl-1642 138 3 2014 2014 NUM istl-1642 138 4 ] ] PUNCT istl-1642 138 5 . . PUNCT istl-1642 139 1 ncar ncar ADJ istl-1642 139 2 global global PROPN istl-1642 139 3 climate climate NOUN istl-1642 139 4 four four NUM istl-1642 139 5 - - PUNCT istl-1642 139 6 dimensional dimensional ADJ istl-1642 139 7 data datum NOUN istl-1642 139 8 assimilation assimilation NOUN istl-1642 139 9 ( ( PUNCT istl-1642 139 10 cfdda cfdda NOUN istl-1642 139 11 ) ) PUNCT istl-1642 139 12 hourly hourly ADJ istl-1642 139 13 40 40 NUM istl-1642 139 14 km km NOUN istl-1642 139 15 reanalysis reanalysis NOUN istl-1642 139 16 ; ; PUNCT istl-1642 139 17 [ [ X istl-1642 139 18 cited cite VERB istl-1642 139 19 2015 2015 NUM istl-1642 139 20 january january PROPN istl-1642 139 21 26 26 NUM istl-1642 139 22 ] ] PUNCT istl-1642 139 23 . . PUNCT istl-1642 140 1 doi doi PROPN istl-1642 140 2 : : PUNCT istl-1642 140 3 10.5065 10.5065 NUM istl-1642 140 4 / / SYM istl-1642 140 5 d6m32stk d6m32stk PUNCT istl-1642 140 6 spretke spretke PROPN istl-1642 140 7 , , PUNCT istl-1642 140 8 d. d. PROPN istl-1642 140 9 , , PUNCT istl-1642 140 10 janetzko janetzko PROPN istl-1642 140 11 , , PUNCT istl-1642 140 12 h. h. PROPN istl-1642 140 13 , , PUNCT istl-1642 140 14 mansmann mansmann PROPN istl-1642 140 15 , , PUNCT istl-1642 140 16 f. f. PROPN istl-1642 140 17 , , PUNCT istl-1642 140 18 bak bak PROPN istl-1642 140 19 , , PUNCT istl-1642 140 20 p. p. PROPN istl-1642 140 21 , , PUNCT istl-1642 140 22 kranstauber kranstauber PROPN istl-1642 140 23 , , PUNCT istl-1642 140 24 b. b. PROPN istl-1642 140 25 , , PUNCT istl-1642 140 26 & & CCONJ istl-1642 140 27 davidson davidson PROPN istl-1642 140 28 , , PUNCT istl-1642 140 29 s. s. PROPN istl-1642 140 30 2011 2011 NUM istl-1642 140 31 . . PUNCT istl-1642 141 1 exploration exploration NOUN istl-1642 141 2 through through ADP istl-1642 141 3 enrichment enrichment NOUN istl-1642 141 4 : : PUNCT istl-1642 141 5 a a DET istl-1642 141 6 visual visual ADJ istl-1642 141 7 analytics analytic NOUN istl-1642 141 8 approach approach NOUN istl-1642 141 9 for for ADP istl-1642 141 10 animal animal NOUN istl-1642 141 11 movement movement NOUN istl-1642 141 12 . . PUNCT istl-1642 142 1 proceedings proceeding NOUN istl-1642 142 2 of of ADP istl-1642 142 3 the the DET istl-1642 142 4 19th 19th ADJ istl-1642 142 5 acm acm NOUN istl-1642 142 6 sigspatial sigspatial NOUN istl-1642 142 7 international international ADJ istl-1642 142 8 conference conference NOUN istl-1642 142 9 on on ADP istl-1642 142 10 advances advance NOUN istl-1642 142 11 in in ADP istl-1642 142 12 geographic geographic ADJ istl-1642 142 13 information information NOUN istl-1642 142 14 systems system NOUN istl-1642 142 15 ; ; PUNCT istl-1642 142 16 2011 2011 NUM istl-1642 142 17 november november PROPN istl-1642 142 18 1 1 NUM istl-1642 142 19 - - SYM istl-1642 142 20 4 4 NUM istl-1642 142 21 ; ; PUNCT istl-1642 142 22 chicago chicago PROPN istl-1642 142 23 . . PUNCT istl-1642 143 1 new new PROPN istl-1642 143 2 york york PROPN istl-1642 143 3 ( ( PUNCT istl-1642 143 4 ny ny PROPN istl-1642 143 5 ): ): PUNCT istl-1642 143 6 acm acm NOUN istl-1642 143 7 . . PUNCT istl-1642 144 1 p. p. NOUN istl-1642 144 2 421 421 NUM istl-1642 144 3 - - SYM istl-1642 144 4 424 424 NUM istl-1642 144 5 . . PUNCT istl-1642 145 1 doi doi PROPN istl-1642 145 2 : : PUNCT istl-1642 145 3 10.1145/2093973.2094038 10.1145/2093973.2094038 PROPN istl-1642 145 4 appendix appendix PROPN istl-1642 145 5 a. a. PROPN istl-1642 145 6 alphabetical alphabetical ADJ istl-1642 145 7 listing listing NOUN istl-1642 145 8 of of ADP istl-1642 145 9 esip esip NOUN istl-1642 145 10 short short ADJ istl-1642 145 11 course course NOUN istl-1642 145 12 modules module NOUN istl-1642 145 13 by by ADP istl-1642 145 14 name name NOUN istl-1642 145 15 advertising advertise VERB istl-1642 145 16 your your PRON istl-1642 145 17 data data NOUN istl-1642 145 18 : : PUNCT istl-1642 145 19 agency agency NOUN istl-1642 145 20 requirements requirement NOUN istl-1642 145 21 for for ADP istl-1642 145 22 submitting submit VERB istl-1642 145 23 metadata metadata NOUN istl-1642 145 24 advertising advertise VERB istl-1642 145 25 your your PRON istl-1642 145 26 data datum NOUN istl-1642 145 27 : : PUNCT istl-1642 145 28 using use VERB istl-1642 145 29 data data NOUN istl-1642 145 30 portals portal NOUN istl-1642 145 31 and and CCONJ istl-1642 145 32 metadata metadata PROPN istl-1642 145 33 registries registry NOUN istl-1642 145 34 agency agency NOUN istl-1642 145 35 requirements requirement NOUN istl-1642 145 36 : : PUNCT istl-1642 145 37 nasa nasa PROPN istl-1642 145 38 data data PROPN istl-1642 145 39 management management PROPN istl-1642 145 40 plans plan VERB istl-1642 145 41 agency agency NOUN istl-1642 145 42 requirements requirement NOUN istl-1642 145 43 : : PUNCT istl-1642 145 44 nsf nsf PROPN istl-1642 145 45 data datum NOUN istl-1642 145 46 management management NOUN istl-1642 145 47 plans plan NOUN istl-1642 145 48 creating create VERB istl-1642 145 49 documentation documentation NOUN istl-1642 145 50 and and CCONJ istl-1642 145 51 metadata metadata PROPN istl-1642 145 52 : : PUNCT istl-1642 145 53 creating create VERB istl-1642 145 54 a a DET istl-1642 145 55 citation citation NOUN istl-1642 145 56 for for ADP istl-1642 145 57 your your PRON istl-1642 145 58 data datum NOUN istl-1642 145 59 creating create VERB istl-1642 145 60 documentation documentation NOUN istl-1642 145 61 and and CCONJ istl-1642 145 62 metadata metadata NOUN istl-1642 145 63 : : PUNCT istl-1642 145 64 introduction introduction NOUN istl-1642 145 65 to to ADP istl-1642 145 66 metadata metadata PROPN istl-1642 145 67 and and CCONJ istl-1642 145 68 metadata metadata PROPN istl-1642 145 69 standards standard NOUN istl-1642 145 70 creating create VERB istl-1642 145 71 documentation documentation NOUN istl-1642 145 72 and and CCONJ istl-1642 145 73 metadata metadata PROPN istl-1642 145 74 : : PUNCT istl-1642 145 75 metadata metadata PROPN istl-1642 145 76 for for ADP istl-1642 145 77 discovery discovery PROPN istl-1642 145 78 data data PROPN istl-1642 145 79 formats format NOUN istl-1642 145 80 : : PUNCT istl-1642 145 81 choosing choose VERB istl-1642 145 82 and and CCONJ istl-1642 145 83 adopting adopt VERB istl-1642 145 84 community community NOUN istl-1642 145 85 accepted accept VERB istl-1642 145 86 standards standard NOUN istl-1642 145 87 data data NOUN istl-1642 145 88 formats format NOUN istl-1642 145 89 : : PUNCT istl-1642 145 90 using use VERB istl-1642 145 91 self self NOUN istl-1642 145 92 - - PUNCT istl-1642 145 93 describing describe VERB istl-1642 145 94 data datum NOUN istl-1642 145 95 formats format NOUN istl-1642 145 96 elements element NOUN istl-1642 145 97 of of ADP istl-1642 145 98 a a DET istl-1642 145 99 data data NOUN istl-1642 145 100 management management NOUN istl-1642 145 101 plan plan NOUN istl-1642 145 102 elements element NOUN istl-1642 145 103 of of ADP istl-1642 145 104 a a DET istl-1642 145 105 data data NOUN istl-1642 145 106 management management NOUN istl-1642 145 107 plan plan NOUN istl-1642 145 108 : : PUNCT istl-1642 145 109 identifying identify VERB istl-1642 145 110 the the DET istl-1642 145 111 materials material NOUN istl-1642 145 112 to to PART istl-1642 145 113 be be AUX istl-1642 145 114 created create VERB istl-1642 145 115 elements element NOUN istl-1642 145 116 of of ADP istl-1642 145 117 a a DET istl-1642 145 118 data data NOUN istl-1642 145 119 management management NOUN istl-1642 145 120 plan plan NOUN istl-1642 145 121 : : PUNCT istl-1642 145 122 organization organization NOUN istl-1642 145 123 and and CCONJ istl-1642 145 124 standards standard NOUN istl-1642 145 125 local local ADJ istl-1642 145 126 data datum NOUN istl-1642 145 127 management management NOUN istl-1642 145 128 – – PUNCT istl-1642 145 129 managing manage VERB istl-1642 145 130 your your PRON istl-1642 145 131 data datum NOUN istl-1642 145 132 : : PUNCT istl-1642 145 133 backing back VERB istl-1642 145 134 up up ADP istl-1642 145 135 your your PRON istl-1642 145 136 data data NOUN istl-1642 145 137 local local ADJ istl-1642 145 138 data datum NOUN istl-1642 145 139 management management NOUN istl-1642 145 140 : : PUNCT istl-1642 145 141 advertising advertise VERB istl-1642 145 142 your your PRON istl-1642 145 143 data data NOUN istl-1642 145 144 local local ADJ istl-1642 145 145 data datum NOUN istl-1642 145 146 management management NOUN istl-1642 145 147 : : PUNCT istl-1642 145 148 providing provide VERB istl-1642 145 149 access access NOUN istl-1642 145 150 to to ADP istl-1642 145 151 your your PRON istl-1642 145 152 data datum NOUN istl-1642 145 153 managing manage VERB istl-1642 145 154 your your PRON istl-1642 145 155 data datum NOUN istl-1642 145 156 : : PUNCT istl-1642 145 157 assign assign VERB istl-1642 145 158 descriptive descriptive ADJ istl-1642 145 159 file file NOUN istl-1642 145 160 names name NOUN istl-1642 145 161 noaa noaa PROPN istl-1642 145 162 administrative administrative ADJ istl-1642 145 163 order order NOUN istl-1642 145 164 212 212 NUM istl-1642 145 165 - - SYM istl-1642 145 166 15 15 NUM istl-1642 145 167 : : PUNCT istl-1642 145 168 management management NOUN istl-1642 145 169 of of ADP istl-1642 145 170 environmental environmental ADJ istl-1642 145 171 and and CCONJ istl-1642 145 172 geospatial geospatial ADJ istl-1642 145 173 data datum NOUN istl-1642 145 174 and and CCONJ istl-1642 145 175 information information NOUN istl-1642 145 176 preserving preserve VERB istl-1642 145 177 the the DET istl-1642 145 178 scientific scientific ADJ istl-1642 145 179 record record NOUN istl-1642 145 180 : : PUNCT istl-1642 145 181 case case NOUN istl-1642 145 182 study study NOUN istl-1642 145 183 1 1 NUM istl-1642 145 184 – – PUNCT istl-1642 145 185 national national ADJ istl-1642 145 186 snow snow NOUN istl-1642 145 187 & & CCONJ istl-1642 145 188 ice ice PROPN istl-1642 145 189 data data PROPN istl-1642 145 190 center center NOUN istl-1642 145 191 ( ( PUNCT istl-1642 145 192 nsidc nsidc ADV istl-1642 145 193 ) ) PUNCT istl-1642 145 194 glacier glaci ADJ istl-1642 145 195 photos photo NOUN istl-1642 145 196 preserving preserve VERB istl-1642 145 197 the the DET istl-1642 145 198 scientific scientific ADJ istl-1642 145 199 record record NOUN istl-1642 145 200 : : PUNCT istl-1642 145 201 case case NOUN istl-1642 145 202 study study NOUN istl-1642 145 203 2 2 NUM istl-1642 145 204 – – PUNCT istl-1642 145 205 arctic arctic PROPN istl-1642 145 206 temperature temperature NOUN istl-1642 145 207 variability variability NOUN istl-1642 145 208 data datum NOUN istl-1642 145 209 preserving preserve VERB istl-1642 145 210 the the DET istl-1642 145 211 scientific scientific ADJ istl-1642 145 212 record record NOUN istl-1642 145 213 : : PUNCT istl-1642 145 214 establishing establish VERB istl-1642 145 215 relationships relationship NOUN istl-1642 145 216 with with ADP istl-1642 145 217 archives archive NOUN istl-1642 145 218 preserving preserve VERB istl-1642 145 219 the the DET istl-1642 145 220 scientific scientific ADJ istl-1642 145 221 record record NOUN istl-1642 145 222 : : PUNCT istl-1642 145 223 preserving preserve VERB istl-1642 145 224 a a DET istl-1642 145 225 record record NOUN istl-1642 145 226 of of ADP istl-1642 145 227 environmental environmental ADJ istl-1642 145 228 change change NOUN istl-1642 145 229 providing provide VERB istl-1642 145 230 access access NOUN istl-1642 145 231 to to ADP istl-1642 145 232 your your PRON istl-1642 145 233 data data NOUN istl-1642 145 234 : : PUNCT istl-1642 145 235 access access NOUN istl-1642 145 236 mechanisms mechanism NOUN istl-1642 145 237 providing provide VERB istl-1642 145 238 access access NOUN istl-1642 145 239 to to ADP istl-1642 145 240 your your PRON istl-1642 145 241 data datum NOUN istl-1642 145 242 : : PUNCT istl-1642 145 243 determining determine VERB istl-1642 145 244 your your PRON istl-1642 145 245 audience audience NOUN istl-1642 145 246 providing provide VERB istl-1642 145 247 access access NOUN istl-1642 145 248 to to ADP istl-1642 145 249 your your PRON istl-1642 145 250 data datum NOUN istl-1642 145 251 : : PUNCT istl-1642 145 252 handling handle VERB istl-1642 145 253 sensitive sensitive ADJ istl-1642 145 254 data datum NOUN istl-1642 145 255 providing provide VERB istl-1642 145 256 access access NOUN istl-1642 145 257 to to ADP istl-1642 145 258 your your PRON istl-1642 145 259 data datum NOUN istl-1642 145 260 : : PUNCT istl-1642 145 261 rights right NOUN istl-1642 145 262 providing provide VERB istl-1642 145 263 access access NOUN istl-1642 145 264 to to ADP istl-1642 145 265 your your PRON istl-1642 145 266 data datum NOUN istl-1642 145 267 : : PUNCT istl-1642 145 268 tracking track VERB istl-1642 145 269 data datum NOUN istl-1642 145 270 usage usage NOUN istl-1642 145 271 responsible responsible ADJ istl-1642 145 272 data data NOUN istl-1642 145 273 use use NOUN istl-1642 145 274 : : PUNCT istl-1642 145 275 citation citation NOUN istl-1642 145 276 and and CCONJ istl-1642 145 277 credit credit NOUN istl-1642 145 278 responsible responsible ADJ istl-1642 145 279 data datum NOUN istl-1642 145 280 use use NOUN istl-1642 145 281 : : PUNCT istl-1642 145 282 copyright copyright NOUN istl-1642 145 283 and and CCONJ istl-1642 145 284 data datum NOUN istl-1642 145 285 responsible responsible ADJ istl-1642 145 286 data datum NOUN istl-1642 145 287 use use NOUN istl-1642 145 288 : : PUNCT istl-1642 145 289 data data NOUN istl-1642 145 290 restrictions restriction NOUN istl-1642 145 291 the the DET istl-1642 145 292 case case NOUN istl-1642 145 293 for for ADP istl-1642 145 294 data data NOUN istl-1642 145 295 stewardship stewardship NOUN istl-1642 145 296 : : PUNCT istl-1642 145 297 agency agency NOUN istl-1642 145 298 requirements requirement VERB istl-1642 145 299 the the DET istl-1642 145 300 case case NOUN istl-1642 145 301 for for ADP istl-1642 145 302 data data NOUN istl-1642 145 303 stewardship stewardship NOUN istl-1642 145 304 : : PUNCT istl-1642 145 305 enhancing enhance VERB istl-1642 145 306 your your PRON istl-1642 145 307 reputation reputation NOUN istl-1642 145 308 the the DET istl-1642 145 309 case case NOUN istl-1642 145 310 for for ADP istl-1642 145 311 data data NOUN istl-1642 145 312 stewardship stewardship NOUN istl-1642 145 313 : : PUNCT istl-1642 145 314 preserving preserve VERB istl-1642 145 315 the the DET istl-1642 145 316 scientific scientific ADJ istl-1642 145 317 record record NOUN istl-1642 145 318 using use VERB istl-1642 145 319 data data NOUN istl-1642 145 320 portals portal NOUN istl-1642 145 321 and and CCONJ istl-1642 145 322 metadata metadata PROPN istl-1642 145 323 registries registry NOUN istl-1642 145 324 : : PUNCT istl-1642 145 325 submitting submit VERB istl-1642 145 326 metadata metadata PROPN istl-1642 145 327 to to ADP istl-1642 145 328 the the DET istl-1642 145 329 gcmd gcmd NOUN istl-1642 145 330 why why SCONJ istl-1642 145 331 create create VERB istl-1642 145 332 a a DET istl-1642 145 333 data data NOUN istl-1642 145 334 management management NOUN istl-1642 145 335 plan plan NOUN istl-1642 145 336 ? ? PUNCT istl-1642 146 1 working work VERB istl-1642 146 2 with with ADP istl-1642 146 3 your your PRON istl-1642 146 4 archive archive NOUN istl-1642 146 5 : : PUNCT istl-1642 146 6 broadening broaden VERB istl-1642 146 7 your your PRON istl-1642 146 8 user user NOUN istl-1642 146 9 community community NOUN istl-1642 146 10 ( ( PUNCT istl-1642 146 11 the the DET istl-1642 146 12 list list NOUN istl-1642 146 13 is be AUX istl-1642 146 14 also also ADV istl-1642 146 15 available available ADJ istl-1642 146 16 at at ADP istl-1642 146 17 : : PUNCT istl-1642 146 18 http://commons.esipfed.org/datamanagementshortcourse http://commons.esipfed.org/datamanagementshortcourse X istl-1642 146 19 ) ) PUNCT istl-1642 146 20 previous previous ADJ istl-1642 146 21 contents content NOUN istl-1642 146 22 next next ADV istl-1642 146 23 this this DET istl-1642 146 24 work work NOUN istl-1642 146 25 is be AUX istl-1642 146 26 licensed license VERB istl-1642 146 27 under under ADP istl-1642 146 28 a a DET istl-1642 146 29 creative creative ADJ istl-1642 146 30 commons common NOUN istl-1642 146 31 attribution attribution NOUN istl-1642 146 32 4.0 4.0 NUM istl-1642 146 33 international international ADJ istl-1642 146 34 license license NOUN istl-1642 146 35 . . PUNCT