cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fc3ugc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Issue is Geodetic datum assumed WGS84",
 "HasCoordinate is true",
 "TaxonKey is Dinomys branickii Peters, 1873",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010446-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d85iq
title: Occurrence Download

description: A dataset containing 1048 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenotriccus mexicanus (Zimmer, 1938)"
 ]
}

 The dataset includes 1048 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008760-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wybml7
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telestes dabar Bogutskaya, Zupančič, Bogut & Naseka, 2012"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009186-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmi5o2
title: Occurrence Download

description: A dataset containing 64768178 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America"
 ]
 },
 {
 "or" : [
 "Month is July",
 "Month is August",
 "Month is September"
 ]
 },
 {
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is Consortium of California Herbaria",
 "DatasetKey is The New York Botanical Garden Herbarium (NY)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is USGS Great Lakes Science Center Research Vessel Catch Information System Trawl",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is A global database for the distributions of crop wild relatives",
 "DatasetKey is Illinois Natural History Survey Insect Collection",
 "DatasetKey is MVZ Mammal Collection (Arctos)",
 "DatasetKey is Ohio State Acarology Laboratory (OSAL), Ohio State University"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64768178 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010447-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ix76ru
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opisthotropis andersonii (Boulenger, 1888)"
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031896-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4pewp
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hypogastrura viatica (Tullberg, 1872)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 623 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009186-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bphipf
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010448-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwfenj
title: Occurrence Download

description: A dataset containing 545579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus monogyna Jacq."
 ]
}

 The dataset includes 545579 records from 803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018554-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/6oisl7
title: msXL_344v_15_06.tif
DOI: 10.15468/dl.kmu84d
title: Occurrence Download

description: A dataset containing 581 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Expedición ornitológica en los municipios de Fusagasugá, Pasca y Silvania, Cundinamarca - BIO Alas, cantos y colores"
 ]
}

 The dataset includes 581 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034348-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/qksxmf
title: msXL_344v_15_05.tif
DOI: 10.25346/s6eecgix/yeamnz
title: msXL_344v_15_04.tif
DOI: 10.25346/s6eecgix/zuszkz
title: msXL_344v_15_03.tif
DOI: 10.25346/s6eecgix/3qcn5w
title: msXL_344v_15_02.tif
DOI: 10.25346/s6eecgix/ivckeg
title: msXL_344v_15_01.tif
DOI: 10.25346/s6eecgix/o6c17s
title: msXL_344v_0_ring.tif
DOI: 10.25346/s6eecgix/u69u2d
title: msXL_344v.tif
DOI: 10.25346/s6eecgix/ulkuwn
title: plane_8.jpg
DOI: 10.25346/s6eecgix/dtpxxe
title: plane_7.jpg
DOI: 10.25346/s6eecgix/y5opjy
title: plane_6.jpg
DOI: 10.15468/dl.k3x738
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca quadrifida",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034349-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/cjer5v
title: plane_5.jpg
DOI: 10.25346/s6eecgix/psnnpv
title: plane_4.jpg
DOI: 10.25346/s6eecgix/tfgwfe
title: plane_3.jpg
DOI: 10.25346/s6eecgix/2mdtex
title: plane_2.jpg
DOI: 10.25346/s6eecgix/fpvldr
title: plane_1.jpg
DOI: 10.25346/s6eecgix/2tqc8x
title: plane_0.jpg
DOI: 10.25346/s6eecgix/c0tvfi
title: info.json
DOI: 10.25346/s6eecgix/oe88p5
title: plane_8.jpg
DOI: 10.25346/s6eecgix/z896hl
title: plane_7.jpg
DOI: 10.25346/s6eecgix/rg8mhp
title: plane_6.jpg
DOI: 10.25346/s6eecgix/4nnhbo
title: plane_5.jpg
DOI: 10.25346/s6eecgix/dowoae
title: plane_4.jpg
DOI: 10.25346/s6eecgix/q20fw3
title: plane_3.jpg
DOI: 10.25346/s6eecgix/tzsppb
title: plane_2.jpg
DOI: 10.25346/s6eecgix/gnnbdb
title: plane_1.jpg
DOI: 10.25346/s6eecgix/tdhusi
title: plane_0.jpg
DOI: 10.25346/s6eecgix/djfesh
title: materials.png
DOI: 10.25346/s6eecgix/4enjri
title: info.json
DOI: 10.25346/s6eecgix/ensbdh
title: msXL_344v.relight
DOI: 10.25346/s6eecgix/ja9zlb
title: 334v_RTI_HSH27.rti
DOI: 10.25346/s6eecgix/ukpmrv
title: msXL_344v_65_48.jpg
DOI: 10.25346/s6eecgix/jabhjj
title: msXL_344v_65_47.jpg
DOI: 10.25346/s6eecgix/jjsvia
title: msXL_344v_65_46.jpg
DOI: 10.25346/s6eecgix/gwzdtp
title: msXL_344v_65_45.jpg
DOI: 10.25346/s6eecgix/qqnrq5
title: msXL_344v_65_44.jpg
DOI: 10.25346/s6eecgix/sbsxzk
title: msXL_344v_65_43.jpg
DOI: 10.25346/s6eecgix/r3tpqe
title: msXL_344v_65_42.jpg
DOI: 10.15468/dl.wmckn3
title: Occurrence Download

description: A dataset containing 5162 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad de un bosque seco tropical del Valle Medio del río Magdalena: evaluación integrada a través de multitaxones"
 ]
}

 The dataset includes 5162 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034350-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/evymnf
title: msXL_344v_65_41.jpg
DOI: 10.25346/s6eecgix/ozqjem
title: msXL_344v_65_40.jpg
DOI: 10.25346/s6eecgix/vxoj0t
title: msXL_344v_65_39.jpg
DOI: 10.15468/dl.b87zms
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ataeniopsis regulus"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034351-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/a2r7cc
title: msXL_344v_65_38.jpg
DOI: 10.25346/s6eecgix/ftxkun
title: msXL_344v_65_37.jpg
DOI: 10.25346/s6eecgix/xef1sz
title: msXL_344v_46_36.jpg
DOI: 10.25346/s6eecgix/9e7tti
title: msXL_344v_46_35.jpg
DOI: 10.25346/s6eecgix/9syq5e
title: msXL_344v_46_34.jpg
DOI: 10.25346/s6eecgix/yd8f9l
title: msXL_344v_46_33.jpg
DOI: 10.25346/s6eecgix/d5mkgj
title: msXL_344v_46_32.jpg
DOI: 10.25346/s6eecgix/sexbyj
title: msXL_344v_46_31.jpg
DOI: 10.15468/dl.k68s2e
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eulychnia iquiquensis iquiquensis"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034353-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/jthfhe
title: msXL_344v_46_30.jpg
DOI: 10.25346/s6eecgix/mjsghc
title: msXL_344v_46_29.jpg
DOI: 10.25346/s6eecgix/xyc2ez
title: msXL_344v_46_28.jpg
DOI: 10.25346/s6eecgix/itrw4d
title: msXL_344v_46_27.jpg
DOI: 10.25346/s6eecgix/wuyje9
title: msXL_344v_46_26.jpg
DOI: 10.25346/s6eecgix/jik55j
title: msXL_344v_46_25.jpg
DOI: 10.25346/s6eecgix/jq12yh
title: msXL_344v_31_24.jpg
DOI: 10.25346/s6eecgix/75n2ht
title: msXL_344v_31_23.jpg
DOI: 10.25346/s6eecgix/oloi0r
title: msXL_344v_31_22.jpg
DOI: 10.25346/s6eecgix/5tzisi
title: msXL_344v_31_21.jpg
DOI: 10.25346/s6eecgix/tddx7e
title: msXL_344v_31_20.jpg
DOI: 10.25346/s6eecgix/7wov5g
title: msXL_344v_31_19.jpg
DOI: 10.25346/s6eecgix/mutlld
title: msXL_344v_31_18.jpg
DOI: 10.15468/dl.mm8g4t
title: Occurrence Download

description: A dataset containing 27651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia hirta"
 ]
}

 The dataset includes 27651 records from 573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034352-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/hgb14b
title: msXL_344v_31_17.jpg
DOI: 10.15468/dl.m5sdt3
title: Occurrence Download

description: A dataset containing 9776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia hypericifolia"
 ]
}

 The dataset includes 9776 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034354-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/ozqpme
title: msXL_344v_31_16.jpg
DOI: 10.25346/s6eecgix/jihxtn
title: msXL_344v_31_15.jpg
DOI: 10.25346/s6eecgix/ep9vl8
title: msXL_344v_31_14.jpg
DOI: 10.25346/s6eecgix/5h9yml
title: msXL_344v_31_13.jpg
DOI: 10.25346/s6eecgix/gepjx7
title: msXL_344v_15_12.jpg
DOI: 10.25346/s6eecgix/xxpgj0
title: msXL_344v_15_11.jpg
DOI: 10.25346/s6eecgix/h9is2b
title: msXL_344v_15_10.jpg
DOI: 10.25346/s6eecgix/9ot332
title: msXL_344v_15_09.jpg
DOI: 10.15468/dl.6rjda9
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca quadrifida",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 211 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034355-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/cikafd
title: msXL_344v_15_08.jpg
DOI: 10.25346/s6eecgix/ycxi93
title: msXL_344v_15_07.jpg
DOI: 10.25346/s6eecgix/up9zuh
title: msXL_344v_15_06.jpg
DOI: 10.25346/s6eecgix/ki8pvr
title: msXL_344v_15_05.jpg
DOI: 10.25346/s6eecgix/cktvg3
title: msXL_344v_15_04.jpg
DOI: 10.25346/s6eecgix/kdg6sl
title: msXL_344v_15_03.jpg
DOI: 10.25346/s6eecgix/0tq4ce
title: msXL_344v_15_02.jpg
DOI: 10.6084/m9.figshare.29974255.v2
title: Stratégies de modernisation des religions traditionnelles africaines : entre ancestralité et christianisme dans le Sud-Kivu (RDC)

description: Dans un contexte de pluralité croissante en Afrique centrale, les religions traditionnelles africaines - RTA, connaissent des mutations profondes. Cet article analyse les stratégies de modernisation mises en oeuvre par plusieurs mouvements religieux issus ou influencés par les RTA dans le Sud-Kivu (RD Congo), notamment la 3ème église Malkia wa Ubembe, l'Eglise de Dieu des Ancêtres au Congo (EDAC) et la Communauté de Réveil de Dieu des Ancêtres (CREDA)
DOI: 10.25346/s6eecgix/qnqdsd
title: msXL_344v_15_01.jpg
DOI: 10.25346/s6eecgix/dw9cww
title: msXL_344v_0_ring.jpg
DOI: 10.25346/s6eecgix/txa1xa
title: msXL_344v.jpg
DOI: 10.25346/s6eecgix/z57l7x
title: msXL_334v_65_49.tif
DOI: 10.25346/s6eecgix/2ecvbb
title: msXL_334v_65_48.tif
DOI: 10.25346/s6eecgix/qv2lzp
title: msXL_334v_65_47.tif
DOI: 10.25346/s6eecgix/4xxsgs
title: msXL_334v_65_46.tif
DOI: 10.25346/s6eecgix/vlvyyy
title: msXL_334v_65_45.tif
DOI: 10.25346/s6eecgix/8d2itn
title: msXL_334v_65_44.tif
DOI: 10.5281/zenodo.17196186
title: EPREM Widespread SEP Events: Point observers

description: This record includes compressed archives of selected files from all simulation runs described in "Quantifying the Effects of Parameters in Widespread SEP Events with EPREM" by Young and Poduval. Each archive contains the following:



The runtime configuration file (eprem.cfg)

All point-observer output files (as NetCDF files with suffix .nc)


The EPREM source code is publically available. The point-observer files were produced by EPREM v0.14.0, which is available as a release tag from the source-code repository or from the companion record zenodo.org/records/17195905.

The command used to run each simulation, from within the directory containing the corresponding runtime configuration file, was mpirun -n 50 <path/to/executable> eprem.cfg Note that this will generate hundreds of gigabytes of output data.
DOI: 10.25346/s6eecgix/3u0t2q
title: msXL_334v_65_43.tif
DOI: 10.25346/s6eecgix/gelsj6
title: msXL_334v_65_42.tif
DOI: 10.25346/s6eecgix/mmzdyc
title: msXL_334v_65_41.tif
DOI: 10.25346/s6eecgix/sb6ont
title: msXL_334v_65_40.tif
DOI: 10.15468/dl.5u7byp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca quadrifida",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034356-250920141307145/datasets/export for details.
DOI: 10.25346/s6eecgix/qhg4pn
title: msXL_334v_65_39.tif
DOI: 10.25346/s6eecgix/dj7dod
title: msXL_334v_65_38.tif
DOI: 10.25346/s6eecgix/osvjf8
title: msXL_334v_48_37.tif
DOI: 10.25346/s6eecgix/mgzg2u
title: msXL_334v_48_36.tif
DOI: 10.25346/s6eecgix/nqjhlo
title: msXL_334v_48_35.tif
DOI: 10.5066/p9x02y4h
title: Benthic-macroinvertebrate and habitat data in Chester, Delaware, and Philadelphia Counties, Pennsylvania, 1998-2021 (ver. 2.0, September 2025)

description: The Stream Conditions of Chester County Biological Monitoring Network was established by the U.S. Geological Survey and the Chester County Water Resources Authority in 1969. Benthic-macroinvertebrate, habitat, and stream chemistry data were collected annually from 1998-2021 at 18 fixed location sites. Additionally, nine flexible location sites were selected and sampled annually from 1998-2021. Some of the flexible location sites were sampled more than once over the study period. All data were collected in the fall months (October-December) during baseflow conditions. The benthic-macroinvertebrate data collected was used to calculate six metrics and to establish an index of biotic integrity for each sample, while the habitat data was compiled to create a habitat score for each site and sample date. Three data files in .xlsx and .txt formats include: (1) the type and count of benthic macroinvertebrates in each sample, (2) the total number of organisms in the sample, the six calculated benthic-macroinvertebrate metrics, and the overall index of biotic integrity, and (3) the ten measured habitat characteristics and the overall habitat score for each site and date. The associated stream chemistry data collected for each site and date can be downloaded from the U.S. Geological Survey's National Water Information System.

First release: September 2023 (available from author)

Revised: September 2025 (ver. 2.0)
DOI: 10.25346/s6eecgix/khmtmu
title: msXL_334v_48_34.tif
DOI: 10.25346/s6eecgix/tw8kqz
title: msXL_334v_48_33.tif
DOI: 10.25346/s6eecgix/edoxx5
title: msXL_334v_48_32.tif
DOI: 10.25346/s6eecgix/lcsnff
title: msXL_334v_48_31.tif
DOI: 10.15139/s3/d1qa5k
title: All Student Measures, Child, Early Education in Rural North Carolina

description: The Early Education in Rural North Carolina project was one of the 6 research sites in the Early Learning Network, investigating the impact of policy context surrounding a cohort of children as they progressed from prekindergarten through third grade in six rural counties. The North Carolina (NC) team focused on whether policies were aligned in ways to sustain learning across the early grades. This project collected semi-structured interviews, survey data from school and program administrators, observations, and content analysis of policy documents.
&lt;br&gt;&lt;/br&gt;
This record includes a dataset that combines all the measures collected on participating students, including Dynamic Indicators of Basic Early Literacy Skills (DIBELS), Expressive One-Word Picture Vocabulary Test (EOWPVT-4), NIH Toolbox Cognition Battery (NIHTB-CB), and Woodcock-Johnson III (WJ III), among others.
description: Child
description: These data files are made available solely for research and education purposes. By downloading and using these files, you agree not to attempt to identify specific individuals, families, or schools and you will not share any results or products produced by these data that might identify an individual, family, or school.
DOI: 10.25346/s6eecgix/h6aire
title: msXL_334v_48_30.tif
DOI: 10.25346/s6eecgix/8fhlzs
title: msXL_334v_48_29.tif
DOI: 10.25346/s6eecgix/mlibj5
title: msXL_334v_48_28.tif
DOI: 10.25346/s6eecgix/jhe1gv
title: msXL_334v_48_27.tif
DOI: 10.25346/s6eecgix/fwclhw
title: msXL_334v_48_26.tif
DOI: 10.25346/s6eecgix/frpbqg
title: msXL_334v_48_25.tif
DOI: 10.25346/s6eecgix/y1hrrs
title: msXL_334v_31_24.tif
DOI: 10.25346/s6eecgix/lfqkqh
title: msXL_334v_31_23.tif
DOI: 10.25346/s6eecgix/feohcl
title: msXL_334v_31_22.tif
DOI: 10.25346/s6eecgix/p9seiz
title: msXL_334v_31_21.tif
DOI: 10.25346/s6eecgix/jbjvrf
title: msXL_334v_31_20.tif
DOI: 10.25346/s6eecgix/98lxtd
title: msXL_334v_31_19.tif
DOI: 10.25346/s6eecgix/dgrvox
title: msXL_334v_31_18.tif
DOI: 10.25346/s6eecgix/4nijdf
title: msXL_334v_31_17.tif
DOI: 10.25346/s6eecgix/t7c5od
title: msXL_334v_31_16.tif
DOI: 10.25346/s6eecgix/uyca0a
title: msXL_334v_31_15.tif
DOI: 10.25346/s6eecgix/qt7vfz
title: msXL_334v_31_14.tif
DOI: 10.25346/s6eecgix/htbqol
title: msXL_334v_31_13.tif
DOI: 10.25346/s6eecgix/e2ed3y
title: msXL_334v_22_73.tif
DOI: 10.25346/s6eecgix/5wumcn
title: msXL_334v_22_72.tif
DOI: 10.25346/s6eecgix/veqrtt
title: msXL_334v_22_71.tif
DOI: 10.25346/s6eecgix/dunpez
title: msXL_334v_22_70.tif
DOI: 10.25346/s6eecgix/lfrx9c
title: msXL_334v_22_69.tif
DOI: 10.25346/s6eecgix/o8oekq
title: msXL_334v_22_68.tif
DOI: 10.25346/s6eecgix/gtkzdn
title: msXL_334v_22_67.tif
DOI: 10.25346/s6eecgix/nd1uq0
title: msXL_334v_22_66.tif
DOI: 10.25346/s6eecgix/3qjvq4
title: msXL_334v_22_65.tif
DOI: 10.25346/s6eecgix/xgcpgh
title: msXL_334v_22_64.tif
DOI: 10.25346/s6eecgix/3ewhpl
title: msXL_334v_22_63.tif
DOI: 10.25346/s6eecgix/5nykxh
title: msXL_334v_22_62.tif
DOI: 10.25346/s6eecgix/pjijf0
title: msXL_334v_15_12.tif
DOI: 10.25346/s6eecgix/1szeia
title: msXL_334v_15_11.tif
DOI: 10.25346/s6eecgix/okooma
title: msXL_334v_15_10.tif
DOI: 10.25346/s6eecgix/odcmzj
title: msXL_334v_15_09.tif
DOI: 10.25346/s6eecgix/ru4zmt
title: msXL_334v_15_08.tif
DOI: 10.25346/s6eecgix/4thyzn
title: msXL_334v_15_07.tif
DOI: 10.25346/s6eecgix/tjkdmo
title: msXL_334v_15_06.tif
DOI: 10.25346/s6eecgix/cauwdm
title: msXL_334v_15_05.tif
DOI: 10.25346/s6eecgix/sha7fz
title: msXL_334v_15_04.tif
DOI: 10.7937/6kpy-yt49
title: Recurrent Breast Cancer: Histopathological and Hyperspectral Images Database (HistologyHSI-BC-Recurrence)

description: This dataset contains 47 histopathological and 677 hyperspectral images from 47 patients diagnosed with breast tumors, together with their clinical data. Out of these patients, 22 had distant recurrence during the 10 years of follow-up after diagnosis, which is the Ground Truth for this dataset (recurrence vs no recurrence). The histopathological slides were stained with hematoxylin and eosin (H&E), digitized through the Pannoramic 250 Flash III scanner (3DHISTECH Ltd.) and annotated by skilled pathologists. Afterwards, these slides were captured at 20x magnification using a bright-field Olympus microscope equipped with a hyperspectral camera (Hyperspec VNIR) covering the spectral range from 400 to 1,000 nm. Distant recurrence is the leading cause of death in most cancers. Therefore, this database aims to be a tool to investigate the prediction of the distant recurrence, over 10 years of follow-up after diagnosis, from hyperspectral images of the primary breast tumor biopsies.
DOI: 10.25346/s6eecgix/evfpip
title: msXL_334v_15_03.tif