cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id38045.1
title: StrainInfo SI-ID 38045.1

description: StrainInfo dataset 38045 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38065.1
title: StrainInfo SI-ID 38065.1

description: StrainInfo dataset 38065 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38066.1
title: StrainInfo SI-ID 38066.1

description: StrainInfo dataset 38066 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38067.1
title: StrainInfo SI-ID 38067.1

description: StrainInfo dataset 38067 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.gljvt2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000095-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id37937.1
title: StrainInfo SI-ID 37937.1

description: StrainInfo dataset 37937 about a strain of Acholeplasma laidlawii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38068.1
title: StrainInfo SI-ID 38068.1

description: StrainInfo dataset 38068 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id37940.1
title: StrainInfo SI-ID 37940.1

description: StrainInfo dataset 37940 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38046.1
title: StrainInfo SI-ID 38046.1

description: StrainInfo dataset 38046 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38069.1
title: StrainInfo SI-ID 38069.1

description: StrainInfo dataset 38069 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38070.1
title: StrainInfo SI-ID 38070.1

description: StrainInfo dataset 38070 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38071.1
title: StrainInfo SI-ID 38071.1

description: StrainInfo dataset 38071 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38072.1
title: StrainInfo SI-ID 38072.1

description: StrainInfo dataset 38072 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.qpgdif
title: Occurrence Download

description: A dataset containing 894433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycopodiopsida"
 ]
}

 The dataset includes 894433 records from 1275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005859-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bge-lrt-f00
title: †Turbinaria cyathiformis (de Blainville, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6j-kxd-pat
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnp-bvj-grp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z0e-hyf-zvq
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5t2-je1-zhp
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2t-ykn-cpg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ytw-y9g-9hq
title: Porites Link, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6r-eag-vvn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qa9-p5p-fg7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vp-r5d-rd9
title: †Leptaleoceras ugdulenai (Gemmellaro, 1885)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dwf-afh-9vr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17q-tre-6zc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9dt-f74-236
title: Canis lupus familiaris Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lcb-5tj-0p2
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kv2739hgxj
title: Data of Impact of multi-generational laboratory rearing on the development and viability of Cochliomyia hominivorax

description: This dataset contains comprehensive data on the development and viability of Cochliomyia hominivorax (screwworm fly) over multiple generations reared in laboratory conditions. The data were collected to evaluate the impact of continuous inbreeding and exposure to different treatments on various life stages of this species.

Key Components of the Dataset:

Developmental Metrics: Includes measurements of weight, length, width, and body area across different larval and pupal instars over twelve inbred generations.
Reproductive Capacity: Data on the average number of ovipositions, egg weight, and oviposition inhibition rates following exposure to distilled water and a combination of Cypermethrin and Chlorpyrifos.
Hatchability: Records of ovicidal efficacy and Standard Error of Mean (SEM) after egg contact with distilled water and Trichlorfon.
Larval Survival: Details on larvicidal efficacy and SEM post larval exposure to distilled water and Trichlorfon.
Life Expectancy: Average life expectancy data across different generations and by sex, detailing longevity variations due to inbreeding and treatment effects.
Survival Curves: Cumulative survival percentages illustrating survival trends over generations and between sexes.
This dataset provides valuable insights into the morphometric, reproductive, and survival parameters of Cochliomyia hominivorax, contributing to the understanding of how multi-generational laboratory rearing affects this species. It is particularly useful for researchers focusing on eco-friendly pest control methods and the biological impacts of laboratory rearing practices.
DOI: 10.3535/7jw-98s-e35
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fw5-ttx-cjd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kv2739hgxj.3
title: Data of Impact of multi-generational laboratory rearing on the development and viability of Cochliomyia hominivorax

description: This dataset contains comprehensive data on the development and viability of Cochliomyia hominivorax (screwworm fly) over multiple generations reared in laboratory conditions. The data were collected to evaluate the impact of continuous inbreeding and exposure to different treatments on various life stages of this species.

Key Components of the Dataset:

Developmental Metrics: Includes measurements of weight, length, width, and body area across different larval and pupal instars over twelve inbred generations.
Reproductive Capacity: Data on the average number of ovipositions, egg weight, and oviposition inhibition rates following exposure to distilled water and a combination of Cypermethrin and Chlorpyrifos.
Hatchability: Records of ovicidal efficacy and Standard Error of Mean (SEM) after egg contact with distilled water and Trichlorfon.
Larval Survival: Details on larvicidal efficacy and SEM post larval exposure to distilled water and Trichlorfon.
Life Expectancy: Average life expectancy data across different generations and by sex, detailing longevity variations due to inbreeding and treatment effects.
Survival Curves: Cumulative survival percentages illustrating survival trends over generations and between sexes.
This dataset provides valuable insights into the morphometric, reproductive, and survival parameters of Cochliomyia hominivorax, contributing to the understanding of how multi-generational laboratory rearing affects this species. It is particularly useful for researchers focusing on eco-friendly pest control methods and the biological impacts of laboratory rearing practices.
DOI: 10.3535/h2c-3d3-bpf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ll7-y8q-7kz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7we-7wc-qzj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jes-dq3-25k
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nbg-231-0wy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9vl-n0f-pmk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thg-2dm-2fm
title: Rodentia Bowdich, 1821

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

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icterus oberi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 629 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020248-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0a5-nfq-man
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8l-b9g-tcy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ac-le7-7rz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4h-gz8-g3n
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f46-ax6-h00
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xp-68v-fd0
title: †Jordanites Bless, 1967

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9x-6l4-5s8
title: †Tropaeum (Tropaeum) bowerbanki (Sowerby, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3n3-b2k-dpw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jqz-34m-jt6
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zc-xql-2yn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9am-b0g-5ed
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2h-lt1-5wf
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2wq-l8k-r4r
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqf-lzm-c51
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/5hy8fnsnnt.1
title: Experimental Data for UHMWPE Fiber Laminates Subjected to Shaped Charge UNDEX Loading

description: This section presents the experimental data on the response of ultra-high-molecular-weight polyethylene (UHMWPE) fiber laminates subjected to underwater explosion (UNDEX) loading from a shaped charge. The data primarily encompass three types of loads: the shock wave, metal jet, and bubble pulsation. The aim is to provide valuable reference data for researchers studying fluid-structure-interaction (FSI) between shaped charge UNDEX events and UHMWPE laminates.
DOI: 10.3535/7bf-y0k-p0p
title: Acropora Oken, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5bk-b4v-ce5
title: †Catopygus L. Agassiz, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9k0-v18-90k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afs-4ya-7dm
title: Bairdia (Bairdia) M'Coy, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s19-5ga-dyc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/mpkbbc367j
title: Novel radiation-derived gene blueprint stratifying patients with breast cancer

description: Breast cancer (BC) is a prevalent global malignancy with a high recurrence rate. The effectiveness of predictive, preventive, and personalized treatment strategies is limited by a lack of reliable prognostic biomarkers. Radiotherapy significantly reduces breast cancer recurrence risk and prolongs patients’ lives. However, the role of radiation-related genes in breast cancer remains unclear.Differentially expressed radiation-related genes were identified through analysis of the BRCA gene expression matrix between radiation and non-radiation groups. Multi-omics investigation, including bulk and single-cell RNA sequencing, was conducted to explore these genes in breast cancer. A risk model was developed using random forest, stepAIC, and LASSO Cox regression analyses to predict prognosis, immune cell infiltration, immunotherapy response, and targeted drug sensitivity based on radiation-related gene expression profiles. Functional differences were assessed via Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) enrichment analyses. We identified 133 radiation-related differentially expressed genes (DEGs), with 26 hub genes selected via LASSO and random forest models. Single-cell analysis revealed enrichment of radiation-related scores primarily in malignant cells. The radiation-related risk model, validated in the METABRIC dataset and an independent prognostic indicator in the TCGA-BRCA cohort, showed that low-risk patients had higher overall survival rates than high-risk patients. Risk scores correlated with immune infiltration, and low-risk patients exhibited greater immunotherapy response based on immune checkpoint gene expression. Drug sensitivity to gemcitabine, lapatinib, methotrexate, and doxorubicin varied across risk groups. To put it briefly, a strong efficient risk model was created to forecast prognosis, TME features, reactions to immunotherapy targeted medications in BRCA. This might lead to new understandings of individualized accurate treatment approaches. To facilitate clinical application, we have developed an R package and Excel-based calculator tool that enables clinicians to easily calculate patient risk scores using the 8-gene signature. These tools, along with detailed usage instructions, are freely available in the supplementary materials and GitHub repository.
DOI: 10.3535/8ep-ln4-7f5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8g-6dy-blf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16897436
title: Temporally staggered cropping co-benefits beneficial insects and pest control globally

description: This dataset compiles information from 336 peer-reviewed studies published between 1978 and January 2025 that examined the effects of spatiotemporal configurations of intercropping on insect abundance. The dataset provides a global evidence base for assessing how intercropping influences insect communities under real-world field conditions.
DOI: 10.5281/zenodo.16897437
title: Temporally staggered cropping co-benefits beneficial insects and pest control globally

description: This dataset compiles information from 336 peer-reviewed studies published between 1978 and January 2025 that examined the effects of spatiotemporal configurations of intercropping on insect abundance. The dataset provides a global evidence base for assessing how intercropping influences insect communities under real-world field conditions.
DOI: 10.5519/qd.ae82ovj8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (6 records)
DOI: 10.15468/dl.mpk8wn
title: Occurrence Download

description: A dataset containing 1139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is mabik_al",
 "TaxonKey is Sargassum fusiforme"
 ]
}

 The dataset includes 1139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078319-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16402543
title: CloudSat-based 3D Cloud Reflectivity Dataset and Transformer Model Code for Deep Learning Retrieval (2019–2020)

description: Description of files for the manuscript: "Adding depth to weather satellites: Reconstructing 3D cloud architecture from 2D views"

- inputcld2019full.txt / inputcld2020full.txt: Input data files containing ABI radiance and auxiliary parameters for the years 2019 and 2020.- outputcld2019full.txt / outputcld2020full.txt: Corresponding output data files (ground truth) containing CloudSat radar reflectivity.

- model.py: Contains the core Transformer model architecture.- loss.py: Defines the custom loss functions used for training.- class.py / reg.py: Main scripts for training the classification and regression models, respectively.- class_eval.py / reg_eval.py: Scripts for evaluating the trained models.

Please refer to the Materials and Methods section of the manuscript for detailed descriptions.
DOI: 10.5281/zenodo.16402544
title: CloudSat-based 3D Cloud Reflectivity Dataset and Transformer Model Code for Deep Learning Retrieval (2019–2020)

description: Description of files for the manuscript: "Adding depth to weather satellites: Reconstructing 3D cloud architecture from 2D views"

- inputcld2019full.txt / inputcld2020full.txt: Input data files containing ABI radiance and auxiliary parameters for the years 2019 and 2020.- outputcld2019full.txt / outputcld2020full.txt: Corresponding output data files (ground truth) containing CloudSat radar reflectivity.

- model.py: Contains the core Transformer model architecture.- loss.py: Defines the custom loss functions used for training.- class.py / reg.py: Main scripts for training the classification and regression models, respectively.- class_eval.py / reg_eval.py: Scripts for evaluating the trained models.

Please refer to the Materials and Methods section of the manuscript for detailed descriptions.
DOI: 10.5517/cc65pz0
title: CCDC 184232: Experimental Crystal Structure Determination

description: Related Article: A.Franken, C.A.Kilner, M.Thornton-Pett, J.D.Kennedy|2002|Collect.Czech.Chem.Commun.|67|869|doi:10.1135/cccc20020869
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc65q02
title: CCDC 184233: Experimental Crystal Structure Determination

description: Related Article: A.Franken, C.A.Kilner, M.Thornton-Pett, J.D.Kennedy|2002|Collect.Czech.Chem.Commun.|67|869|doi:10.1135/cccc20020869
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.