cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18313444
title: Expression and mutations processed data for meningioma dataset

description: This dataset contains transcriptomic and whole exome sequencing data for timepoints before the neoadjuvantavelumab treatment (Pre) and after the avelumab treatment (Post)

WES samples:-8 Pre

-2 Pre, second timepoint-8 Post

(18 samples in total)

 

RNASeq samples:

-8 Pre

-1 Pre, second timepoint

-8 Post

(17 samples in total)
DOI: 10.15468/dl.qzw3gp
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-1.896 5.380148, -1.966571 5.374578, -2.035401 5.358003, -2.100792 5.330835, -2.16113 5.293742, -2.214929 5.24764, -2.260863 5.193665, -2.297802 5.133149, -2.324839 5.067583, -2.34131 4.998582, -2.346813 4.927847, -2.341216 4.85712, -2.32466 4.78814, -2.297556 4.722607, -2.260573 4.662133, -2.214624 4.608205, -2.16084 4.562149, -2.100545 4.525097, -2.035222 4.497962, -1.966477 4.481409, -1.896 4.475846, -1.825523 4.481409, -1.756778 4.497962, -1.691455 4.525097, -1.63116 4.562149, -1.577376 4.608205, -1.531427 4.662133, -1.494444 4.722607, -1.46734 4.78814, -1.450784 4.85712, -1.445187 4.927847, -1.45069 4.998582, -1.467161 5.067583, -1.494198 5.133149, -1.531137 5.193665, -1.577071 5.24764, -1.63087 5.293742, -1.691208 5.330835, -1.756599 5.358003, -1.825429 5.374578, -1.896 5.380148))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004643-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c39naq
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Roscoea humeana"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004645-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wska4t
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.74391 24.46051, 88.66676699999999 24.454933, 88.591542 24.438341, 88.52010799999999 24.411146, 88.454235 24.374024, 88.395557 24.327898, 88.345519 24.273913, 88.305351 24.213406, 88.276032 24.147875, 88.25827 24.07894, 88.252486 24.008302, 88.25879999999999 23.937703, 88.27704 23.868878, 88.306738 23.803518, 88.34715 23.743227, 88.397272 23.689481, 88.455867 23.643594, 88.521495 23.606689, 88.59255 23.579665, 88.667297 23.563183, 88.74391 23.557644, 88.82052299999999 23.563183, 88.89527 23.579665, 88.966325 23.606689, 89.031953 23.643594, 89.090548 23.689481, 89.14067 23.743227, 89.181082 23.803518, 89.21078 23.868878, 89.22902000000001 23.937703, 89.23533399999999 24.008302, 89.22955 24.07894, 89.211788 24.147875, 89.182469 24.213406, 89.142301 24.273913, 89.092263 24.327898, 89.033585 24.374024, 88.96771200000001 24.411146, 88.896278 24.438341, 88.82105300000001 24.454933, 88.74391 24.46051))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004646-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18335532
title: Supplementary data - pharmacological activation of hepatocellular stress responses
DOI: 10.5281/zenodo.18335533
title: Supplementary data - pharmacological activation of hepatocellular stress responses
DOI: 10.5284/1138984
title: Digital Archive from an Archaeological Evaluation at Houghall Campus, East Durham College, Durham, County Durham, September - December 2024

description: This collection comprises images and site records from an archaeological evaluation at Houghall Campus, East Durham College, Durham, County Durham. Work was carried out by Thames Valley Archaeological Services Ltd from September to December 2024. The site is located on the southern side of East Durham College's Houghall Campus, between the city of Durham and the village of Shincliffe, on the west bank of the River Wear. Twenty 25m long and 1.8m wide trenches were excavated and recorded to assess the presence/absence, extent, condition, character, quality and date of any archaeological remains present. Geophysical anomalies were investigated and one was found to be a probable field drain and another a modern gully. A further gully revealed during the evaluation was post-medieval in date. Redeposited subsoil observed in some trenches probably relates to the previous use of the site as rugby pitches in the post war period.
DOI: 10.5517/ccdc.csd.cc2mq80n
title: CCDC 2434461: Experimental Crystal Structure Determination

description: Related Article: Ashutosh Nath, Lydia Seki, Wei Zhang|2025|CSD Communication|||
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: 10.5281/zenodo.18335716
title: Analisis kebutuhan sarana dan prasarana wilayah surakarta
DOI: 10.5281/zenodo.18335715
title: Analisis kebutuhan sarana dan prasarana wilayah surakarta
DOI: 10.15468/dl.fshx9u
title: Occurrence Download

description: A dataset containing 62801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Haematopus moquini"
 ]
}

 The dataset includes 62801 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004610-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/dv90-m778
title: NOAA Fisheries Alaska Essential Fish Habitat and Supplemental Habitat Datasets

description: The Magnuson-Stevens Fishery Conservation and Management Act requires the description and identification of essential fish habitat (EFH) for species included in federal fishery management plans (FMPs). NMFS Alaska Region provides a collection with EFH maps, supporting data, and supplemental habitat datasets.

Alaska EFH maps are developed by species’ life history stages within the spatial extent of the fishery management units of the FMPs. The data included varies by FMP, representing EFH based on species survey distribution maps developed through analysis of species distributions from fishery independent surveys and fishery observer data (Scallop FMP), cumulative frequency distribution model maps developed through analysis of species survey data and environmental covariates (Salmon FMP), and species distribution model maps developed through analysis of species data from fishery independent surveys or fishery observer data and environmental covariates (Groundfish, Crab, and Arctic FMPs). The EFH mapping data available in this collection include GIS files (geodatabases, shapefiles, raster files) that are organized by FMP with supporting documents. The EFH maps and supporting data are updated with the completion of an EFH 5-year Review.

One of the challenges for understanding EFH in Alaska’s nearshore is the extensive and complex coastline (~55,000 km) with a diversity of estuarine and marine habitats. Supplemental datasets in this collection are Alaska ShoreZone, Shore Station, and the Nearshore Fish Atlas of Alaska (NFAA).

ShoreZone is an aerial imaging, coastal habitat classification and mapping system used to inventory alongshore and across-shore geomorphological and biological attributes of the shoreline. The georeferenced, oblique, low altitude aerial imagery is acquired during the lowest tides of the year and then used to classify habitat attributes into a searchable database. Alaska ShoreZone data in this collection include videos, video still images, photos, GIS files (geodatabase and shapefiles), data dictionary, protocol, and flight plans.

Shore Station is a compilation of data collected during low tide surveys from hundreds of intertidal sites throughout coastal Alaska. Survey data include observed species, species assemblages, geomorphic features (e.g., sediment, substrate, bedform), beach length, slope, specific elevation profiles. Shore Station data in the collection include photos, GIS files (geodatabase and shapefiles), and supporting documentation.

The NFAA is a centralized, relational database of nearshore fish surveys, providing data on the distribution, relative abundance, and habitat use of nearshore fishes in Alaska. This dataset includes numerous nearshore surveys collected by various agencies and organizations over the past several decades with different objectives and gear types (e.g., beach seines, purse seines, and trawls). NFAA data in the collection include photos, GIS files (geodatabase and shapefiles), and supporting documentation.
DOI: 10.15468/dl.r4mb2c
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((127.03317 29.29346,113.11095 38.95379,104.01889 27.02043,109.41729 15.65535,123.0554 14.51887,127.03317 29.29346))",
 "TaxonKey is Quercus chenii"
 ]
}

 The dataset includes 262 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030792-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hv3zb
title: Occurrence Download

description: A dataset listing the 544 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.12_1",
 "Geometry POLYGON((-7.95423 43.69103,-7.85863 43.69103,-7.85863 43.78628,-7.95423 43.78628,-7.95423 43.69103))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 544 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030784-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq5whd
title: Occurrence Download

description: A dataset listing the 183 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Zambia",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset's 183 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030786-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17598507
title: CharLoc

description: This dataset provides character-level bounding boxes for handwritten text images, derived from the publicly available GoBo dataset (https://zenodo.org/records/8085511).
DOI: 10.15468/dl.qkp367
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.95684 32.89748,-93.70663 31.74998,-92.49874 30.67151,-92.145 31.83626,-93.95684 32.89748))",
 "TaxonKey is Amphinemura texana"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030795-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkbym7
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Opogona sacchari",
 "Year 1980-2025"
 ]
}

 The dataset includes 262 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030796-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30317668.v3
title: <b>Risk of bias assessment - Thymosin-ɑ1 for people with chronic hepatitis B </b>

description: Thymosin-ɑ1 for people with chronic hepatitis B
DOI: 10.15468/dl.kmwug9
title: Occurrence Download

description: A dataset containing 578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.12716 -28.47671,32.18311 -28.47671,32.18311 -28.43372,32.12716 -28.43372,32.12716 -28.47671))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 578 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030797-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am3s2j
title: Occurrence Download

description: A dataset containing 1358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((98.56392 12.4652,166.60403 25.69192,150.75581 68.70851,76.28108 39.51442,98.56392 12.4652))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sigesbeckia pubescens"
 ]
}

 The dataset includes 1358 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030798-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p62rb4
title: Occurrence Download

description: A dataset containing 8566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((161.69666 42.64751,139.81879 62.53644,113.11095 57.70624,98.62051 38.95382,90.66496 21.05382,112.54274 8.26811,134.13639 24.74747,161.69666 42.64751))",
 "TaxonKey is Quercus mongolica"
 ]
}

 The dataset includes 8566 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030799-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600216
title: English interiors : 666-694
DOI: 10.5281/zenodo.17600217
title: English interiors : 666-694
DOI: 10.6084/m9.figshare.30606092
title: POC and MAOC formation from different carbon inputs

description: POC and MAOC formation from different carbon inputs
DOI: 10.6084/m9.figshare.30606092.v1
title: POC and MAOC formation from different carbon inputs

description: POC and MAOC formation from different carbon inputs
DOI: 10.25934/pr00009274
title: Prognostic Impact of Probiotic Supplementation on the Outcomes in Patients with Advanced Non-Small Cell Lung Cancer Treated with First-Line Atezolizumab: Pooled Analyses of Five Randomized Control Trials

description: The lifetime risk of an individual developing lung cancer is approximately 1 in 15 to 17, making lung cancer a leading cause of cancer-related deaths. Non-small cell lung cancer (NSCLC) is the most prevalent type, accounting for 85% of all lung cancer cases. Despite advancements in immunotherapy, which is a type of cancer treatment using the patient’s own immune system to fight cancer cells, particularly with immune checkpoint inhibitors that assist the body in recognizing and attacking cancer cells, treatment outcomes for NSCLC remain suboptimal. Therefore, there is a pressing need to explore novel approaches that can enhance the efficacy of immunotherapy and improve patient outcomes.

Gut microbiota or microbiome is the system of microorganisms in a person's gastrointestinal system. This includes many bacteria, fungi, viruses, and other organisms. The composition of gut microbiota has been linked to the response to immunotherapy. Dysbiosis, a condition characterized by an imbalance between the good and bad bacteria in our intestines, and other disruptions in the gut microbiome have been associated with reduced response rates to immunotherapy in various cancers, including NSCLC.
Probiotics are live bacteria and yeasts promoted as having various health benefits. They're usually added to yoghurts or taken as food supplements, and are often described as "good" or "friendly" bacteria. Probiotics, which promote gut health, may have a positive influence on the tumor immune microenvironment and enhance the response to immunotherapy. However, solid evidence from prospective clinical trials is lacking, and the clinical significance of probiotics in patients with advanced NSCLC receiving
first-line cancer immunotherapy is poorly understood.

The objective of this study is to investigate the prognostic impact of probiotic supplementation on the outcomes in patients with advanced NSCLC treated with first-line atezolizumab (one of the immune checkpoint inhibitors that stop tumors from evading white blood cells and stimulate an immune response against the tumor cells). Probiotic supplementation means taking products like BIOFERMIN, LAC-B and MIYA-BM, which contain good bacteria such as Bifidobacterium and Clostridium bacterium that keep the digestive system healthy.
DOI: 10.25934/pr00009257
title: A Phase III, Open Label, Randomized Study of Atezolizumab (Anti-PD-L1 Antibody) Compared With a Platinum Agent (Cisplatin or Carboplatin) in Combination With Either Pemetrexed or Gemcitabine for PD-L1-Selected, Chemotherapy-Naive Patients With Stage IV Non-Squamous Or Squamous Non-Small Cell Lung Cancer

description: This randomized, open-label study will evaluate the efficacy and safety of atezolizumab compared with chemotherapy consisting of a platinum agent (cisplatin or carboplatin per investigator discretion) combined with either pemetrexed (non-squamous disease) or gemcitabine (squamous disease) in programmed death-ligand 1 (PD-L1)-selected, chemotherapy-naive participants with Stage IV Non-Squamous or Squamous NSCLC.
DOI: 10.6084/m9.figshare.30609812
title: Assignment1

description: This research is about creating a good-quality image dataset for pill recognition in health informatics. The goal is to allow machine learning models identify pills accurately. We had to take pictures of the pills under different conditions andf then annotate them using roboflow.
DOI: 10.6084/m9.figshare.30609812.v1
title: Assignment1

description: This research is about creating a good-quality image dataset for pill recognition in health informatics. The goal is to allow machine learning models identify pills accurately. We had to take pictures of the pills under different conditions andf then annotate them using roboflow.
DOI: 10.5517/ccdc.csd.cc2ntnqw
title: CCDC 2467529: Experimental Crystal Structure Determination

description: Related Article: Johanna Mellin, Clemens Bruhn, Igor V. Esarev, Ingo Ott, Ulrich Siemeling|2025|Z.Anorg.Allg.Chem.|651|e202500124|doi:10.1002/zaac.202500124
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/ccdc.csd.cc2ntnrx
title: CCDC 2467530: Experimental Crystal Structure Determination

description: Related Article: Johanna Mellin, Clemens Bruhn, Igor V. Esarev, Ingo Ott, Ulrich Siemeling|2025|Z.Anorg.Allg.Chem.|651|e202500124|doi:10.1002/zaac.202500124
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/ccdc.csd.cc2ntnsy
title: CCDC 2467531: Experimental Crystal Structure Determination

description: Related Article: Johanna Mellin, Clemens Bruhn, Igor V. Esarev, Ingo Ott, Ulrich Siemeling|2025|Z.Anorg.Allg.Chem.|651|e202500124|doi:10.1002/zaac.202500124
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/ccdc.csd.cc2ntntz
title: CCDC 2467532: Experimental Crystal Structure Determination

description: Related Article: Johanna Mellin, Clemens Bruhn, Igor V. Esarev, Ingo Ott, Ulrich Siemeling|2025|Z.Anorg.Allg.Chem.|651|e202500124|doi:10.1002/zaac.202500124
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/ccdc.csd.cc2ntnv0
title: CCDC 2467533: Experimental Crystal Structure Determination

description: Related Article: Johanna Mellin, Clemens Bruhn, Igor V. Esarev, Ingo Ott, Ulrich Siemeling|2025|Z.Anorg.Allg.Chem.|651|e202500124|doi:10.1002/zaac.202500124
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/ccdc.csd.cc2ntnw1
title: CCDC 2467534: Experimental Crystal Structure Determination

description: Related Article: Johanna Mellin, Clemens Bruhn, Igor V. Esarev, Ingo Ott, Ulrich Siemeling|2025|Z.Anorg.Allg.Chem.|651|e202500124|doi:10.1002/zaac.202500124
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.