cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26189/d210b8ac-1158-4a5a-ae0f-08e39e1eb067
title: Barley Synthesis Project Dataset

description: Barley, Australia's second most important crop, faces threats from climate change. With 9-10 million tonnes produced annually, only 30-40% achieves malting grade, with both grain yield and quality attributes impacted by abiotic stresses. Despite the relative adaptation of barley, Australian regions achieve just 35-60% of water-limited yield potential. Improved understanding of these production gaps and the genotypic, environmental and management factors will increase yield productivity nationally. A collaborative consortium was assembled to synthesise previous research and develop a national barley dataset to determine opportunities to optimise yield potential of barley in Australian farming systems. An industry forum was held on the 1-2 February 2023 to identify relevant barley datasets and prioritise research themes for further analysis and interpretation. 

The Barley Synthesis Project Dataset comprises 132 trials collected from various sources, including NSW DPI, WA DPIRD, Birchip Cropping Group, GRDC National Trials, and the University of Adelaide in South Australia. The dataset is organised into two main research themes spanning from 2010 to 2022:

1.Optimal Flowering Period (84 Trials = 18,582 Records - 2011-2022)
2.Preserving Grain Quality (48 Trials = 10,890 Records - 2010-2016)

Each theme includes specific agronomic trait attributes relevant to its focus area. In addition to these core attributes, the dataset contains metadata fields that provide detailed information about each trial’s location, GPS coordinates, organisational ownership, and contact persons.
DOI: 10.6084/m9.figshare.28946027
title: 2-Dodecyl-6-methoxycyclohexa-2, 5-dien-1,4-dione alleviates liver fibrosis and improves intestinal flora and bile acid metabolism

description: 2-Dodecyl-6-methoxycyclohexa-2,5-diene-1,4-dione (DMDD), a bioactive compound of star fruit horn root, has shown therapeutic potential by regulating the TGF-β1 pathway and regulating bile acids.In this study, a liver fibrosis model was established in Kunming mice (KM) induced by carbon tetrachloride (CCL4), and DMDD (50 mg/kg) was administered intragastrically. Biochemical indices and immunohistochemical staining were used to evaluate the effect of DMDD on liver fibrosis. The Illumina sequencing platform was used to detect intestinal flora and liver transcriptome information in mouse feces, and high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) technology was used to detect bile acid content changes in mouse feces.“2-Dodecyl-6-methoxycyclohexa-2, 5-Dien-1, 4-Dione alleviates liver fibrosis and improves intestinal flora and bile acid metabolism "Supplementary material to the manuscript.
DOI: 10.17632/vpnvppky5f.1
title: Facial Expression Recognition

description: dataset
DOI: 10.5281/zenodo.15358778
title: tigridia_orthantha_spades_01.fasta.gz
DOI: 10.5281/zenodo.15358779
title: tigridia_orthantha_spades_01.fasta.gz
DOI: 10.17632/dbyjyhfb5z.1
title: Species identification of osseous museum artefacts through peptide mass fingerprinting illustrated by a study on objects from Neolithic to Iron Age Armenia

description: MALDI TOF MS spectra
DOI: 10.5281/zenodo.15358908
title: Jestetten Apotheke

description: Historical questionnaire/s  1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot  be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht  veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15358909
title: Jestetten Apotheke

description: Historical questionnaire/s  1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot  be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht  veröffentlicht werden dürfen).
DOI: 10.17632/mfc95sgrbf.1
title: Dataset for Land/Water Semantic Segmentation in Tonga and other Pacific regions

description: Dataset used for training U-Net model for land/water semantic segmentation of Sentinel-2 images.
Features 424 Sentinel-2 images of size 256x256 pixels, with corresponding targets (binary segmentation maps).
Weight maps are included for training using a weighted loss function, in order to improve segmentation on important features, specifically small volcanic islands.

The models' weights of the pre-trained models used for our research are included as .keras files.
Code snippets include essential functionality to load the models, and pre-process Earth Engine images for input.
DOI: 10.17632/mfc95sgrbf.2
title: Dataset for Land/Water Semantic Segmentation in Tonga and other Pacific regions

description: Dataset for training CNN models (e.g. U-Net) for land/water semantic segmentation of Sentinel-2 images.
Features 424 Sentinel-2 images of size 256x256 pixels, with corresponding targets (binary segmentation maps).
Weight maps are included for training using a weighted loss function, in order to improve segmentation on important features, specifically small volcanic islands.

The weights of the pre-trained models used for our research are included as .keras files.
Code snippets include essential functionality to load the models, and pre-process Earth Engine images for input.
DOI: 10.17632/mfc95sgrbf.3
title: Dataset for Land/Water Semantic Segmentation in Tonga and other Pacific regions

description: Dataset for training CNN models (e.g. U-Net) for land/water semantic segmentation of Sentinel-2 images.
Features 424 Sentinel-2 TOA images of size 256x256 pixels, with corresponding targets (binary segmentation maps).
The channels included are Sentinel-2 bands B2, B3, B4, B5, B6, B7, B8, B8A, B11, B12, plus NDWI and NDVI (in this order).
Weight maps are included for training using a weighted loss function, in order to improve segmentation on important features, specifically small volcanic islands.

The weights of the pre-trained models used for our research are included as .keras files.
Code snippets include essential functionality to load the models, and pre-process Earth Engine images for input.
DOI: 10.17632/jmgxbfhg87.1
title: LINF_160007600

description: Protein tyrosine phosphatase PRL-2 Leishmania infantum (strain JPCM5)
DOI: 10.17632/jmgxbfhg87.2
title: LINF_160007600

description: Protein tyrosine phosphatase PRL-2; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vgy8x5z98v
title: A biomolecular perspective on mobile pastoralism and its role in wider socioeconomic connections in the Chalcolithic South Caucasus

description: ZooMS spectra of specimens recovred from Yeghegis-1 Rock shelter
DOI: 10.17632/vgy8x5z98v.1
title: A biomolecular perspective on mobile pastoralism and its role in wider socioeconomic connections in the Chalcolithic South Caucasus

description: ZooMS spectra of specimens recovred from Yeghegis-1 Rock shelter
DOI: 10.15468/dl.s948ew
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tharyx acutus Webster & Benedict, 1887",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1073 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019885-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3p67j
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((84.42764 23.47727,119.57236 23.47727,119.57236 37.52273,84.42764 37.52273,84.42764 23.47727))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gentiana crassicaulis Duthie ex Burkill"
 ]
}

 The dataset includes 312 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005336-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/cx1s-6s45
title: "Alzheimer's disease"

description: "adni Alzheimer's disease data"
DOI: 10.15468/dl.vgnzam
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peristenus adelphocorides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083290-250717081556266/datasets/export for details.
DOI: 10.15468/dl.snuve9
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus perfulvus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083291-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctnc68
title: Occurrence Download

description: A dataset containing 4036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atalopedes campestris"
 ]
}

 The dataset includes 4036 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083287-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8rw27
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus perfulvus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083292-250717081556266/datasets/export for details.
DOI: 10.3535/g8y-907-c8d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rd-kkv-vhq
title: Nummulites venosus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r1e-60w-2vr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4av-j69-lcc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cpn-kzd-qga
title: †Nummulites fichteli Michelotti, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.r8rszb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypnea musciformis",
 "Country is Cameroon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022740-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qmh-knj-800
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rq8-ewt-lcb
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vls-qq6-5ns
title: Globigerinella siphonifera (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2vdj9q
title: Occurrence Download

description: A dataset containing 699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Marenzelleria viridis",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 699 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022742-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/c2s-j0s-h89
title: Borelis Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vh6-hc6-cl6
title: Sphaerogypsina globulus (Reuss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j3n-7fl-n1z
title: Cycadales

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn7-p6r-fzw
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/95p-4pl-skx
title: Operculinella Yabe, 1918

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tdk-s70-qfn
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ak0-hw1-z2k
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/crf-qe0-5re
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r16-fvg-v62
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7ws8yu
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypnea musciformis",
 "Country is Cabo Verde",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022741-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/36a-wkt-vmn
title: Cycloclypeus carpenteri Brady, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v6s-vm4-2lc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgm-hlh-a1v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdp-le8-j0m
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gpe-b7n-s9r
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3zp-wks-ezp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gjr-hz6-sb2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j5e-6dn-m3b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ke6-w95-mgm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qtg-n8r-zpc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ys9-b1e-wn5
title: †Orbitoclypeus douvillei subsp. chudeaui (Schlumberger, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0yh-wsp-608
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjw-85s-tap
title: Reophax Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lxe-468-6kt
title: †Alveolina elliptica (Sowerby, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmd-8wk-1s5
title: Elphidiella hannai (Cushman & Grant, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sxq-g2n-vv1
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bsx-619-54y
title: †Alveolina elliptica (Sowerby, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jtn-md5-nw0
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6r-8fb-4gl
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82s-t1f-5yb
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xyy-6x2-e36
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3886/e243934
title: NNDSS - Table II. Giardiasis to Haemophilus influenza

description: NNDSS - Table II. Giardiasis to Haemophilus influenza - 2018. In this Table, provisional cases of selected notifiable diseases (≥1,000 cases reported during the preceding year), and selected low frequency diseases are displayed. The Table includes total number of cases reported in the United States, by region and by states or territory.

Note:

This table contains provisional cases of selected national notifiable diseases from the National Notifiable Diseases Surveillance System (NNDSS). NNDSS data from the 50 states, New York City, the District of Columbia and the U.S. territories are collated and published weekly on the NNDSS Data and Statistics web page (https://wwwn.cdc.gov/nndss/data-and-statistics.html). Cases reported by state health departments to CDC for weekly publication are provisional because of the time needed to complete case follow-up. Therefore, numbers presented in later weeks may reflect changes made to these counts as additional information becomes available. The national surveillance case definitions used to define a case are available on the NNDSS web site at https://wwwn.cdc.gov/nndss/. Information about the weekly provisional data and guides to interpreting data are available at: https://wwwn.cdc.gov/nndss/infectious-tables.html.

Footnotes:

C.N.M.I.: Commonwealth of Northern Mariana Islands.
U: Unavailable. —: No reported cases. N: Not reportable. NA: Not Available. NN: Not Nationally Notifiable. NP: Nationally notifiable but not published. Cum: Cumulative year-to-date counts. Med: Median. Max: Maximum.

* Case counts for reporting years 2017 and 2018 are provisional and subject to change. Data for years 2013 through 2016 are finalized. For further information on interpretation of these data, see http://wwwn.cdc.gov/nndss/document/ProvisionalNationaNotifiableDiseasesSurveillanceData20100927.pdf.
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