cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15466/lernzdb-591
title: 2007-11-22 11-15 Lake Taupo (Whakaipo Bay)

description: A CTD cast on Lake Taupo
DOI: 10.15466/lernzdb-592
title: 2007-11-26 09-59 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-593
title: 2007-11-26 12-58 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-594
title: 2007-11-26 13-25 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-595
title: 2007-11-27 11-05 Lake Okareka

description: A CTD cast on Lake Okareka
DOI: 10.15466/lernzdb-596
title: 2007-11-27 13-35 Lake Rotoma

description: A CTD cast on Lake Rotoma
DOI: 10.15466/lernzdb-597
title: 2007-11-30 11-08 Lake Tarawera

description: A CTD cast on Lake Tarawera
DOI: 10.15466/lernzdb-363
title: 2006-08-10 18-15 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-362
title: 2006-08-10 17-41 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-361
title: 2006-08-10 13-25 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.5281/zenodo.5369396
title: eor-1 and pag-3 mutants crossed to NeuroPAL

description: Image volumes and annotations for eor-1 and pag-3 mutants crossed to NeuroPAL. Excel files are included with annotations for each image. The following image volumes and their annotations are provided for the NeuroPAL publication, "NeuroPAL: A Multicolor Atlas for Whole-Brain Neuronal Identification in C. elegans". The publication is available here:<br> https://www.cell.com/cell/fulltext/S0092-8674(20)31682-2 Please cite this work when using the images and their annotations. The image volumes are organized in 6 folders: - "eor-1 Control" = wild-type NeuroPAL[otIs669] controls<br> - "eor-1 cs28 x otIs669" = eor-1(cs28);NeuroPAL[otIs669] mutants<br> - "eor-1 ok1127 x otIs669" = eor-1(ok1127);NeuroPAL[otIs669] mutants - "pag-3 Control" = wild-type NeuroPAL[otIs669] controls<br> - "pag-3 n3098 x otIs669" = pag-3(n3098);NeuroPAL[otIs669] mutants<br> - "pag-3 ok488 x otIs669" = pag-3(ok488);NeuroPAL[otIs669] mutants These image files can be viewed with the NeuroPAL ID software, available at:<br> https://www.hobertlab.org/neuropal/<br> OR<br> https://github.com/amin-nejat/CELL_ID
DOI: 10.15121/1452726
title: Fallon FORGE: Gravity and Magnetics Data

description: This package contains principal facts for new gravity data collected September - November 2017 in support of the Fallon FORGE project. Also included are rock core density and magnetic susceptibility data for key core intervals, used in modeling 2D and 3D gravity inversions. Individual metadata summaries are provided as .pdf within each attached archive.
DOI: 10.15466/lernzdb-360
title: 2006-08-09 18-49 Lake Rotoehu

description: A CTD cast on Lake Rotoehu
DOI: 10.5281/zenodo.5369395
title: eor-1 and pag-3 mutants crossed to NeuroPAL

description: Image volumes and annotations for eor-1 and pag-3 mutants crossed to NeuroPAL. Excel files are included with annotations for each image. The following image volumes and their annotations are provided for the NeuroPAL publication, "NeuroPAL: A Multicolor Atlas for Whole-Brain Neuronal Identification in C. elegans". The publication is available here:<br> https://www.cell.com/cell/fulltext/S0092-8674(20)31682-2 Please cite this work when using the images and their annotations. The image volumes are organized in 6 folders: - "eor-1 Control" = wild-type NeuroPAL[otIs669] controls<br> - "eor-1 cs28 x otIs669" = eor-1(cs28);NeuroPAL[otIs669] mutants<br> - "eor-1 ok1127 x otIs669" = eor-1(ok1127);NeuroPAL[otIs669] mutants - "pag-3 Control" = wild-type NeuroPAL[otIs669] controls<br> - "pag-3 n3098 x otIs669" = pag-3(n3098);NeuroPAL[otIs669] mutants<br> - "pag-3 ok488 x otIs669" = pag-3(ok488);NeuroPAL[otIs669] mutants These image files can be viewed with the NeuroPAL ID software, available at:<br> https://www.hobertlab.org/neuropal/<br> OR<br> https://github.com/amin-nejat/CELL_ID
DOI: 10.15121/1452727
title: Tularosa Basin Play Fairway Analysis: White Sands Missile Range Main Cantonment and NASA Area Faults, New Mexico

description: This is a zipped ArcGIS shapefile containing faults mapped for the Tularosa Basin geothermal play fairway analysis project. The faults were interpolated from gravity and seismic (NASA area) data, and from geomorphic features on aerial photography. Field work was also done for validation of faults which had surface expressions.
DOI: 10.15466/lernzdb-367
title: 2006-09-12 14-11 Lake Okareka

description: A CTD cast on Lake Okareka
DOI: 10.15121/1458547
title: Hawthorne Nevada Deep Direct-Use Feasibility Study - 3D Seismic

description: The objective of this project is to use a multi-disciplinary, three-tiered approach to assess the geothermal resource and determine the feasibility of implementing a large-scale, direct-use facility for the Hawthorne Army Depot (HAD) and the various town and county facilities in Hawthorne, Nevada. This assessment directly targets a geothermal resource recently characterized by the Navy Geothermal Program Office (GPO) as part of a focused exploration and development campaign. This data includes but is not limited to: OD Data, Map of Hawthorne Area 3D Seismic Survey, HAW 3D Seismic interpretation report, Zip folder containing DBF files pertaining to the Spring Well Seismic Survey Zone, Zip file containing one shapefile of 3D seismic data.
DOI: 10.15121/1458551
title: Hawthorne Nevada Deep Direct-Use Feasibility Study - Geology

description: The objective of this project is to use a multi-disciplinary, three-tiered approach to assess the geothermal resource and determine the feasibility of implementing a large-scale, direct-use facility for the Hawthorne Army Depot (HAD) and the various town and county facilities in Hawthorne, Nevada. This assessment directly targets a geothermal resource recently characterized by the Navy Geothermal Program Office (GPO) as part of a focused exploration and development campaign. This data includes: Zip file containing geologic map and related data of the Hawthorne area, Zip file containing the report and Maps produced by John Oldow, Zip file containing GIS mapping done by UNR in 2009, Low Sun Angle Photos Quaternary Fault Study report, Hawthorne well cuttings descriptions report.
DOI: 10.15121/1458552
title: Hawthorne Nevada Deep Direct-Use Feasibility Study - Geophysics GIS Data

description: The objective of this project is to use a multi-disciplinary, three-tiered approach to assess the geothermal resource and determine the feasibility of implementing a large-scale, direct-use facility for the Hawthorne Army Depot (HAD) and the various town and county facilities in Hawthorne, Nevada. This assessment directly targets a geothermal resource recently characterized by the Navy Geothermal Program Office (GPO) as part of a focused exploration and development campaign. This dataset includes the GIS data related to geophysics.
DOI: 10.15466/lernzdb-366
title: 2006-09-11 19-18 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15121/1458553
title: Hawthorne Nevada Deep Direct-Use Feasibility Study - LiDAR

description: The objective of this project is to use a multi-disciplinary, three-tiered approach to assess the geothermal resource and determine the feasibility of implementing a large-scale, direct-use facility for the Hawthorne Army Depot (HAD) and the various town and county facilities in Hawthorne, Nevada. This assessment directly targets a geothermal resource recently characterized by the Navy Geothermal Program Office (GPO) as part of a focused exploration and development campaign. Contains LiDAR and LiDAR related files for the Hawthorne Geothermal area.
DOI: 10.15466/lernzdb-365
title: 2006-09-11 18-32 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-364
title: 2006-09-11 17-52 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-990
title: 2011-02-21 10-47 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-369
title: 2006-09-12 17-07 Lake Rotoehu

description: A CTD cast on Lake Rotoehu
DOI: 10.15466/lernzdb-368
title: 2006-09-12 16-02 Lake Rotoma

description: A CTD cast on Lake Rotoma
DOI: 10.15466/lernzdb-858
title: 2008-12-14 15-51 Rotowhero (Green Lake)

description: A CTD cast on Rotowhero
DOI: 10.15466/lernzdb-565
title: 2007-09-21 15-46 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-564
title: 2007-09-21 13-26 Lake Okataina (North)

description: A CTD cast on Lake Okataina
DOI: 10.15466/lernzdb-567
title: 2007-10-02 10-23 Lake Tarawera

description: A CTD cast on Lake Tarawera
DOI: 10.15466/lernzdb-566
title: 2007-09-21 17-01 Lake Rotoiti (Okawa Bay)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-561
title: 2007-09-10 12-46 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-560
title: 2007-09-05 11-35 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-563
title: 2007-09-21 12-32 Lake Okataina (Centre)

description: A CTD cast on Lake Okataina
DOI: 10.15466/lernzdb-562
title: 2007-09-20 10-22 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-446
title: 2007-01-25 12-36 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-447
title: 2007-01-25 13-04 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-444
title: 2007-01-24 19-02 Lake Rotokakahi (Green Lake)

description: A CTD cast on Lake Rotokakahi
DOI: 10.15466/lernzdb-445
title: 2007-01-25 09-42 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-442
title: 2007-01-24 18-46 Lake Rotokakahi (Green Lake)

description: A CTD cast on Lake Rotokakahi
DOI: 10.15466/lernzdb-568
title: 2007-10-02 12-22 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-440
title: 2007-01-24 17-24 Lake Rotokakahi (Green Lake)

description: A CTD cast on Lake Rotokakahi
DOI: 10.15466/lernzdb-441
title: 2007-01-24 18-32 Lake Rotokakahi (Green Lake)

description: A CTD cast on Lake Rotokakahi
DOI: 10.15466/lernzdb-855
title: 2008-12-14 10-24 Rotowhero (Green Lake)

description: A CTD cast on Rotowhero
DOI: 10.15466/lernzdb-1010
title: 2011-03-25 08-26 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-854
title: 2008-12-14 10-07 Rotowhero (Green Lake)

description: A CTD cast on Rotowhero
DOI: 10.15466/lernzdb-165
title: 2004-06-08 12-40 Lake Rotoma

description: A CTD cast on Lake Rotoma
DOI: 10.15466/lernzdb-21
title: Whangamarino River (2004).

description: Whangamarino River electro-fishing survey (2004).
DOI: 10.15466/lernzdb-1016
title: 2011-03-31 13-30 Lake Taupo (Whakaipo Bay)

description: A CTD cast on Lake Taupo
DOI: 10.15466/lernzdb-1195
title: The influence of connectivity on the functional role of a natural and re-constructed side-arm in the lower Waikato River

description: A comparison of a natural and a reconstructed side-arm during different phases of hydrological connectivity in the lower Waikato River. This data set investigates the nutrient and suspended solid dynamics in order to compare each side arm with the river, and any occurring patterns within the side-arm longitudinally.
DOI: 10.15466/lernzdb-749
title: 2008-03-26 12-40 Lake Kainui (Lake D)

description: A CTD cast on Lake Kainui
DOI: 10.15466/lernzdb-748
title: 2008-03-26 12-33 Lake Kainui (Lake D)

description: A CTD cast on Lake Kainui
DOI: 10.15466/lernzdb-219
title: 2004-12-16 06-53 Lake Taupo (Whangamata Bay)

description: A CTD cast on Lake Taupo
DOI: 10.26188/16557060
title: An energy-efficient pathway to turbulent drag reduction

description: Tabulated results from the measurements of skin friction drag reduction with spanwise wall oscillations in turbulent boundary layers as reported by Marusic <i>et al</i>., An energy-efficient pathway to turbulent drag reduction, <i>Nature Communications</i>, 2021.
DOI: 10.15466/lernzdb-218
title: 2004-12-16 06-18 Lake Taupo (Site A)

description: A CTD cast on Lake Taupo
DOI: 10.26188/16557060.v2
title: An energy-efficient pathway to turbulent drag reduction

description: Tabulated results from the measurements of skin friction drag reduction with spanwise wall oscillations in turbulent boundary layers as reported by Marusic <i>et al</i>., An energy-efficient pathway to turbulent drag reduction, <i>Nature Communications</i>, 2021.
DOI: 10.26188/16557060.v1
title: Turbulent drag reduction with spanwise wall oscillation- Dataset - Marusic et al. 2021

description: Tabulated results from the measurements of skin friction drag reduction with spanwise wall oscillations in turbulent boundary layers as reported by Marusic <i>et al</i>., An energy-efficient pathway to turbulent drag reduction, <i>Nature Communications</i>, 2021.
DOI: 10.15466/lernzdb-217
title: 2004-12-15 12-02 Lake Rotoehu

description: A CTD cast on Lake Rotoehu
DOI: 10.15466/lernzdb-216
title: 2004-12-15 10-42 Lake Rotoma

description: A CTD cast on Lake Rotoma
DOI: 10.15466/lernzdb-747
title: 2008-03-26 12-25 Lake Kainui (Lake D)

description: A CTD cast on Lake Kainui
DOI: 10.15466/lernzdb-214
title: 2004-12-15 07-51 Lake Okareka

description: A CTD cast on Lake Okareka
DOI: 10.15466/lernzdb-213
title: 2004-12-13 09-16 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-212
title: 2004-12-03 17-05 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-211
title: 2004-11-25 13-40 Lake Rotoehu

description: A CTD cast on Lake Rotoehu
DOI: 10.15466/lernzdb-210
title: 2004-11-25 11-56 Lake Rotoma

description: A CTD cast on Lake Rotoma
DOI: 10.15466/lernzdb-626
title: 2007-12-20 14-28 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-627
title: 2007-12-21 10-25 Lake Okareka

description: A CTD cast on Lake Okareka
DOI: 10.15466/lernzdb-624
title: 2007-12-20 13-14 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-625
title: 2007-12-20 13-38 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-622
title: 2007-12-16 11-55 Lake Kainui (Lake D)

description: A CTD cast on Lake Kainui
DOI: 10.15466/lernzdb-623
title: 2007-12-19 09-33 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-189
title: 2004-09-08 15-09 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-188
title: 2004-09-07 10-40 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-187
title: 2004-09-07 07-02 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-186
title: 2004-09-06 12-50 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-185
title: 2004-09-03 13-29 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-184
title: 2004-07-23 13-53 Lake Okaro

description: A CTD cast on Lake Okaro
DOI: 10.15466/lernzdb-183
title: 2004-07-12 14-22 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-182
title: 2004-07-12 14-11 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-181
title: 2004-07-12 13-49 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-629
title: 2007-12-21 13-42 Lake Rotoehu

description: A CTD cast on Lake Rotoehu
DOI: 10.15466/lernzdb-693
title: 2008-02-07 14-41 Lake Rotoiti (Okawa Bay)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-692
title: 2008-02-07 13-26 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-691
title: 2008-02-07 11-16 Lake Okataina (North)

description: A CTD cast on Lake Okataina
DOI: 10.15466/lernzdb-690
title: 2008-02-07 10-18 Lake Okataina (Centre)

description: A CTD cast on Lake Okataina
DOI: 10.15466/lernzdb-697
title: 2008-02-19 12-08 Karori Reservoir

description: A CTD cast on Karori Reservoir
DOI: 10.15466/lernzdb-696
title: 2008-02-19 10-17 Karori Reservoir

description: A CTD cast on Karori Reservoir
DOI: 10.15466/lernzdb-695
title: 2008-02-19 08-46 Karori Reservoir

description: A CTD cast on Karori Reservoir
DOI: 10.15466/lernzdb-694
title: 2008-02-14 10-50 Lake Taupo (Site A)

description: A CTD cast on Lake Taupo
DOI: 10.15466/lernzdb-699
title: 2008-02-19 15-25 Karori Reservoir

description: A CTD cast on Karori Reservoir
DOI: 10.15466/lernzdb-698
title: 2008-02-19 13-39 Karori Reservoir

description: A CTD cast on Karori Reservoir
DOI: 10.15466/lernzdb-74
title: 2003-02-13 06-21 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-75
title: 2003-02-13 06-43 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-76
title: 2003-02-13 06-59 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-77
title: 2003-02-13 08-22 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-70
title: 2003-02-12 14-58 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-71
title: 2003-02-12 15-31 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-72
title: 2003-02-12 15-41 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-73
title: 2003-02-12 16-01 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-499
title: 2007-05-18 12-11 Lake Rotokakahi (Green Lake)

description: A CTD cast on Lake Rotokakahi
DOI: 10.15466/lernzdb-78
title: 2003-02-13 09-52 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-79
title: 2003-02-13 10-37 Lake Rotoiti (Pateko Island)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-132
title: 2004-04-07 17-35 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-133
title: 2004-04-07 18-18 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-130
title: 2004-04-07 15-02 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-131
title: 2004-04-07 15-18 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.6084/m9.figshare.16557123.v1
title: PPR corpus for biomedical relationships between plants and phenotypes

description: Medicinal plants have demonstrated therapeutic potentials for a wide range of observable characteristics in a human body, called "phenotype", in clinical treatment over the past thousands of years. As the interest in plants has increased, many researchers have been trying to extract meaningful information by identifying relationships between plants and phenotypes from the accumulated literature. While the natural language processing (NLP) technique aims to extract useful information from unstructured text data, there was no appropriate corpus to train and evaluate the NLP model for plants and phenotypes. Therefore, we present the Plant-Phenotype Relationship (PPR) corpus, a high-quality resource to support the development of various NLP fields, which consists of 600 PubMed abstracts corresponding to 5668 plant and 11,282 phenotype entities, and a total of 9709 relationships. We also describe benchmark results through named entity recognition and relation extraction systems to verify our data quality and show the significant performance of NLP tasks in the PPR test set.
DOI: 10.15466/lernzdb-136
title: 2004-04-14 14-34 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-137
title: 2004-04-14 14-58 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-134
title: 2004-04-14 12-46 Lake Rotorua

description: A CTD cast on Lake Rotorua
DOI: 10.15466/lernzdb-135
title: 2004-04-14 14-08 Lake Rotoiti

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-734
title: 2008-03-11 13-20 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-138
title: 2004-04-14 17-17 Lake Rotoiti (Crater)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-139
title: 2004-04-14 18-00 Lake Rotoiti (Narrows)

description: A CTD cast on Lake Rotoiti
DOI: 10.15466/lernzdb-488
title: 2007-04-16 11-26 Lake Ngaroto

description: A CTD cast on Lake Ngaroto
DOI: 10.15466/lernzdb-735
title: 2008-03-12 09-07 Lake Okareka

description: A CTD cast on Lake Okareka
DOI: 10.6084/m9.figshare.16557123
title: PPR corpus

description: PPR corpus for biomedical relationships between plants and phenotypes<br><br>Medicinal plants have demonstrated therapeutic potentials for a wide range of observable characteristics in a human body, called "phenotype", in clinical treatment over the past thousands of years. As the interest in plants has increased, many researchers have been trying to extract meaningful information by identifying relationships between plants and phenotypes from the accumulated literature. While the natural language processing (NLP) technique aims to extract useful information from unstructured text data, there was no appropriate corpus to train and evaluate the NLP model for plants and phenotypes. Therefore, we present the Plant-Phenotype Relationship (PPR) corpus, a high-quality resource to support the development of various NLP fields, which consists of 600 PubMed abstracts corresponding to 5668 plant and 11,282 phenotype entities, and a total of 9709 relationships. We also describe benchmark results through named entity recognition and relation extraction systems to verify our data quality and show the significant performance of NLP tasks in the PPR test set.
DOI: 10.6084/m9.figshare.16557123.v3
title: PPR corpus

description: PPR corpus for biomedical relationships between plants and phenotypes<br><br>Medicinal plants have demonstrated therapeutic potentials for a wide range of observable characteristics in a human body, called "phenotype", in clinical treatment over the past thousands of years. As the interest in plants has increased, many researchers have been trying to extract meaningful information by identifying relationships between plants and phenotypes from the accumulated literature. While the natural language processing (NLP) technique aims to extract useful information from unstructured text data, there was no appropriate corpus to train and evaluate the NLP model for plants and phenotypes. Therefore, we present the Plant-Phenotype Relationship (PPR) corpus, a high-quality resource to support the development of various NLP fields, which consists of 600 PubMed abstracts corresponding to 5668 plant and 11,282 phenotype entities, and a total of 9709 relationships. We also describe benchmark results through named entity recognition and relation extraction systems to verify our data quality and show the significant performance of NLP tasks in the PPR test set.
DOI: 10.6084/m9.figshare.16557123.v2
title: PPR corpus

description: PPR corpus for biomedical relationships between plants and phenotypes<br><br>Medicinal plants have demonstrated therapeutic potentials for a wide range of observable characteristics in a human body, called "phenotype", in clinical treatment over the past thousands of years. As the interest in plants has increased, many researchers have been trying to extract meaningful information by identifying relationships between plants and phenotypes from the accumulated literature. While the natural language processing (NLP) technique aims to extract useful information from unstructured text data, there was no appropriate corpus to train and evaluate the NLP model for plants and phenotypes. Therefore, we present the Plant-Phenotype Relationship (PPR) corpus, a high-quality resource to support the development of various NLP fields, which consists of 600 PubMed abstracts corresponding to 5668 plant and 11,282 phenotype entities, and a total of 9709 relationships. We also describe benchmark results through named entity recognition and relation extraction systems to verify our data quality and show the significant performance of NLP tasks in the PPR test set.
DOI: 10.15466/lernzdb-1105
title: 2013-04-18 17-15 Waikato River (Waikato River Delta)

description: A CTD cast on the Waikato River
DOI: 10.15466/lernzdb-1104
title: 2013-04-18 17-09 Waikato River (Waikato River Delta)

description: A CTD cast on the Waikato River
DOI: 10.15466/lernzdb-1107
title: 2013-04-19 11-42 Waikato River (Waikato River Delta)

description: A CTD cast on the Waikato River