cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.17135072.v1
title: Athlete Sub301

description: EEG and ET mat format data of one Archery Athlete Sub301 in ABT and CCT experiments.
DOI: 10.6084/m9.figshare.7171877
title: ESM 5 - Adsorption isotherms and thermodynamic studies from Removal of toxic metals from aqueous solution by biochars derived from long-root <i>Eichhornia crassipes</i>.

description: Original datas for the FT-IR spectroscopy analysis
DOI: 10.6084/m9.figshare.17135095
title: Trilaciclib and the economic value of multilineage myeloprotection from chemotherapy-induced myelosuppression among patients with extensive-stage small cell lung cancer treated with first-line chemotherapy

description: Proliferating hematopoietic stem and progenitor cells (HSPCs) are susceptible to chemotherapy-induced damage, resulting in myelosuppressive adverse events (AEs) such as neutropenia, anemia, and thrombocytopenia that are associated with high health care costs and decreased quality of life (QoL). In this study, a trial-based cost-effectiveness analysis was performed to help assess the economic impact of administering trilaciclib, a myeloprotective therapy that protects multilineage HSPCs from chemotherapy-induced damage, prior to standard first-line chemotherapy, using data from a pivotal Phase II study of trilaciclib in the setting of extensive-stage small cell lung cancer (ES-SCLC, NCT03041311). The aim of this study was to assess the cost-effectiveness of administering trilaciclib prior to chemotherapy versus chemotherapy alone among patients with ES-SCLC from a United States payer perspective. Data on the rate and frequency of myelosuppressive AEs and health utility were derived from the pivotal study of trilaciclib. Costs of managing myelosuppressive AEs and costs of chemotherapy treatment were sourced from published literature. Outcomes included the number of myelosuppressive AEs, costs (in 2021 US dollars), quality-adjusted life-years (QALYs), incremental cost, incremental QALY, and an incremental cost-effectiveness ratio. Administering trilaciclib prior to chemotherapy was associated with a reduction in neutropenia (82%), febrile neutropenia (75%), anemia (43%), and thrombocytopenia (96%) compared with chemotherapy alone. Additionally, trilaciclib prior to chemotherapy was cost-saving compared with chemotherapy alone ($99,919 vs $118,759, respectively) and associated with QALY improvement (0.150 vs 0.145, respectively). Probabilistic sensitivity analyses showed 58% of iterations projecting cost savings and QALY improvement with trilaciclib. The findings suggest that the use of trilaciclib prior to first-line chemotherapy in patients with ES-SCLC can be cost-beneficial owing to fewer myelosuppressive AEs and lower costs, together with a favorable QoL profile.
DOI: 10.5281/zenodo.10680621
title: IODP Expedition 393 Core composite images

description: A digital composite image (PNG) is made for each core comprising core sections scanned using a line-scan camera. The composite layout is equivalent to traditional core table photos. Top left is top of core; color and meter rule references are included.
DOI: 10.5281/zenodo.10680622
title: IODP Expedition 393 Core composite images

description: A digital composite image (PNG) is made for each core comprising core sections scanned using a line-scan camera. The composite layout is equivalent to traditional core table photos. Top left is top of core; color and meter rule references are included.
DOI: 10.6084/m9.figshare.16608997.v1
title: Additional file 2 of Sequencing of neurofilament genes identified NEFH Ser787Arg as a novel risk variant of sporadic amyotrophic lateral sclerosis in Chinese subjects

description: Additional file 2. Rare non-synonymous coding variants in NEFM and NEFL.
DOI: 10.15468/dl.4tskn3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron microgynum Balf.fil. & Forrest"
 ]
}

 The dataset includes 32 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093722-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvg4az
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus lanata Sm."
 ]
}

 The dataset includes 234 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093723-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cx5qxc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus rheithroplesius (Markl.) Ericsson"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093724-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10056126
title: Changes in phytoplankton size-structure alter trophic-transfer in a temperate, coastal planktonic food-web

description: Datasets, Metadata, Figures and Matlab codes used to produce the figures used in "Changes in phytoplankton size-structure alter trophic-transfer in a temperate, coastal planktonic food-web"
DOI: 10.5281/zenodo.10056127
title: Changes in phytoplankton size-structure alter structure and function of a temperate, coastal planktonic food-web

description: Dataset and Metadata used in "Changes in phytoplankton size-structure alter structure and function of a temperate, coastal planktonic food-web"
DOI: 10.5281/zenodo.10059518
title: Changes in phytoplankton size-structure alter structure and function of a temperate, coastal planktonic food-web

description: Datasets, Metadata, Figures and Matlab codes used to produce the figures used in "Changes in phytoplankton size-structure alter structure and function of a temperate, coastal planktonic food-web"
DOI: 10.5281/zenodo.10871015
title: Changes in phytoplankton size-structure alter trophic-transfer in a temperate, coastal planktonic food-web

description: Datasets, Metadata, Figures and Matlab codes used to produce the figures used in "Changes in phytoplankton size-structure alter trophic-transfer in a temperate, coastal planktonic food-web"
DOI: 10.5281/zenodo.10914593
title: Changes in phytoplankton size-structure alter trophic-transfer in a temperate, coastal planktonic food-web

description: Datasets, Metadata, Figures and Matlab codes used to produce the figures used in "Changes in phytoplankton size-structure alter trophic-transfer in a temperate, coastal planktonic food-web"
DOI: 10.15468/dl.76jpgz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cakile maritima Scop.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093726-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmrr7m
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhaphidophora conica Engl."
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093727-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6haw3
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron micromalayanum Sleumer"
 ]
}

 The dataset includes 44 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093728-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zq2w2
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus langbianensis Hickel & A.Camus"
 ]
}

 The dataset includes 84 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093729-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upm68c
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus rhombilobus Borch.-Kolb"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093731-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuj879
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa insularis Jonsell"
 ]
}

 The dataset includes 46 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093732-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts3qua
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamagrostis arundinacea (L.) Roth",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093733-240321170329656/datasets/export for details.
DOI: 10.15468/dl.gtrurf
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhaphidophora conocephala Alderw."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093734-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk34m8
title: Occurrence Download

description: A dataset containing 3239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "Issue is one of (Coordinate rounded, Country derived from coordinates, Continent derived from coordinates, The taxon ID was not used in backbone matching)",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmia Panzer, 1806",
 "Year 2004-2024"
 ]
}

 The dataset includes 3239 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093735-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mycz5a
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron microphyton Franch."
 ]
}

 The dataset includes 954 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093736-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ced823
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus rigescens Turcz. ex Ovcz."
 ]
}

 The dataset includes 155 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093738-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3yavt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamagrostis canescens (Weber) Roth",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093740-240321170329656/datasets/export for details.
DOI: 10.15468/dl.pej9jj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus lenticellata Barnett"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093737-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tykyb3
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhaphidophora crassicaulis Engl. & K.Krause"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093741-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4xczk
title: Occurrence Download

description: A dataset containing 8573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa islandica (Oeder) Borbás"
 ]
}

 The dataset includes 8573 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093739-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfxwar
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron milleri Argent"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093742-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7bnqp
title: Occurrence Download

description: A dataset containing 406 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ribes sachalinense (F.Schmidt) Nakai"
 ]
}

 The dataset includes 406 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093743-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjv6ex
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus leucotrichophora A.Camus"
 ]
}

 The dataset includes 159 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093746-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6eut8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamagrostis deschampsioides Trin.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093744-240321170329656/datasets/export for details.
DOI: 10.5281/zenodo.10908461
title: Directed sampling datasets

description: Datasets:

easom:
 optimizer-directed:
  N16_tol2e6_max1e6_1000SS [strict]
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e6_max1e6_1000SS [strict]
  500_tol2e4_max1e4_1000SS [loose]

rosen:
 optimizer-directed:
  N16_tol2e6_max1e6_1000SS2 [strict]
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e6_max1e6_1000SS [strict]
  500_tol2e4_max1e4_1000SS [loose]

rast:
  N16_tol2e6_max1e6_1000SS [strict]
  N16_tol2e4_max1e4_1000SS2 [loose]
 random:
  500_tol2e6_max1e6_1000SS [strict]
  500_tol2e4_max1e4_1000SS [loose]

michal:
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e4_max1e4_1000SS [loose]

hartmann6:
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e4_max1e4_1000SS [loose]

rosen8:
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e4_max1e4_1000SS [loose]
description: nick and plateau are other test functions that were not used in the paper.

Convergence plots for test score versus objective function evaluations are
generated by "plot_convergence*.py" found in each model's top level directory.
The "score.txt" file logs the above convergence after every 1000 evaluations,
however a more detailed log can be found in "run_*_score.txt" (corresponding
to the stdout from each run).

Contour plots of the learned surrogate model, and plots of the original
function (i.e. "truth") and solved extrema, are generated by "plot_func.py"
found in each individual "run directory". Termination points are saved in the
"stop" archive; all objective function evaluations are in the "demo" archive.
DOI: 10.5281/zenodo.10908462
title: Directed sampling datasets

description: Datasets:

easom:
 optimizer-directed:
  N16_tol2e6_max1e6_1000SS [strict]
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e6_max1e6_1000SS [strict]
  500_tol2e4_max1e4_1000SS [loose]

rosen:
 optimizer-directed:
  N16_tol2e6_max1e6_1000SS2 [strict]
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e6_max1e6_1000SS [strict]
  500_tol2e4_max1e4_1000SS [loose]

rast:
  N16_tol2e6_max1e6_1000SS [strict]
  N16_tol2e4_max1e4_1000SS2 [loose]
 random:
  500_tol2e6_max1e6_1000SS [strict]
  500_tol2e4_max1e4_1000SS [loose]

michal:
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e4_max1e4_1000SS [loose]

hartmann6:
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e4_max1e4_1000SS [loose]

rosen8:
  N16_tol2e4_max1e4_1000SS [loose]
 random:
  500_tol2e4_max1e4_1000SS [loose]
description: nick and plateau are other test functions that were not used in the paper.

Convergence plots for test score versus objective function evaluations are
generated by "plot_convergence*.py" found in each model's top level directory.
The "score.txt" file logs the above convergence after every 1000 evaluations,
however a more detailed log can be found in "run_*_score.txt" (corresponding
to the stdout from each run).

Contour plots of the learned surrogate model, and plots of the original
function (i.e. "truth") and solved extrema, are generated by "plot_func.py"
found in each individual "run directory". Termination points are saved in the
"stop" archive; all objective function evaluations are in the "demo" archive.
DOI: 10.15468/dl.yn7648
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhaphidophora crassifolia Hook.f."
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093747-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq7ptt
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus rionii Lagger"
 ]
}

 The dataset includes 969 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093745-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqzuce
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron mimetes Tagg & Forrest"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093748-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwn4gh
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ribes sardoum Martelli"
 ]
}

 The dataset includes 84 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093750-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg9hsu
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa kerneri Menyh."
 ]
}

 The dataset includes 57 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093749-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hnjd7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamagrostis epigejos (L.) Roth",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093751-240321170329656/datasets/export for details.
DOI: 10.15468/dl.2byyeh
title: Occurrence Download

description: A dataset containing 30147893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico"
 ]
}

 The dataset includes 30147893 records from 3715 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093725-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkevmm
title: Occurrence Download

description: A dataset containing 1123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinna muricata Linnaeus, 1758"
 ]
}

 The dataset includes 1123 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054984-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.