cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ub6srr
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ECU",
 "TaxonKey is Eira barbara (Linnaeus, 1758)"
 ]
}

 The dataset includes 281 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063558-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-7177
title: Junior Auxiliary of Jewish home for aged luncheon award for Miss Marion Davies, 1951

description: 7 images. Junior Auxiliary of Jewish home for aged luncheon award for Miss Marion Davies, June 12, 1951. Mrs. Ida Mayer Cummings; Rabbi Edgar F. Magnin; Mrs. Arthur Lake (Patricia Van Cleve); Mrs. Adolph Weinberg; copy of award.; More descriptive information with originals.
DOI: 10.15468/dl.eophqf
title: Occurrence Download

description: A dataset containing 5494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iguana iguana (Linnaeus, 1758)"
 ]
}

 The dataset includes 5494 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029297-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34nq2z
title: Occurrence Download

description: A dataset containing 8956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Colletidae"
 ]
}

 The dataset includes 8956 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063577-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywhkh8
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bakerella belohensis Balle"
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035926-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujngxo
title: Occurrence Download

description: A dataset containing 22776 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 22776 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029301-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-6168
title: Leukemia victim, 1951

description: 6 images. Leukemia victim, May 14, 1951. Donald Chafin (victim).; More descriptive information with originals.
DOI: 10.15468/dl.263ez4
title: Occurrence Download

description: A dataset containing 959 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inia geoffrensis (Blainville, 1817)"
 ]
}

 The dataset includes 959 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063565-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrfwxb
title: Occurrence Download

description: A dataset containing 160055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphonia hirundinacea Bonaparte, 1838",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 160055 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035923-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6hf4m
title: Occurrence Download

description: A dataset containing 143757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microeca fascinans (Latham, 1802)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 143757 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035943-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7tpnz
title: Occurrence Download

description: A dataset containing 23256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Didelphimorphia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23256 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029302-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xa29h
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus psilolobus Puchkova"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035927-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9329b
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "EventDate is greater than or equal to 2023-11-20",
 "DecimalLatitude is greater than or equal to 35",
 "DecimalLatitude is less than or equal to 72",
 "DecimalLongitude is greater than or equal to -86",
 "DecimalLongitude is less than or equal to -47"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010187-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-8340
title: David Ben-Gurion, 1951

description: 16 images. David Ben-Gurion, May 23, 1951. Mrs. Stanley S. Slotkin; Mrs. Paula Ben-Gurion; Sheila Beilin -- 10 years; Harold Henry (acting mayor); David Ben-Gurion (prime minister).
DOI: 10.15468/dl.yvypik
title: Occurrence Download

description: A dataset containing 97923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 97923 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029303-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhusmu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.40063 41.32587,-7.69843 41.32587,-7.69843 43.15126,-9.40063 43.15126,-9.40063 41.32587))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrocotyle ranunculoides L.fil."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003805-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqbwgh
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shorea falciferoides subsp. falciferoides"
 ]
}

 The dataset includes 210 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035928-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxiw6a
title: Occurrence Download

description: A dataset containing 67898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteropodidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67898 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029304-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4g4c7
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea lynchi Parra-Olea, Papenfuss & Wake, 2001"
 ]
}

 The dataset includes 101 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063575-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-42189
title: Egg truck overturns, 1952

description: 4 images. Egg truck overturns, 15 February 1952. On Orange Street north of Harvard Street, Glendale (General views). (Sleeve states "A-9472").
DOI: 10.15468/dl.65qgjn
title: Occurrence Download

description: A dataset containing 114858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elymus caninus (L.) L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114858 records from 835 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038275-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive115654.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115655.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115656.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115657.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115658.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115659.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115660.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115661.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115662.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115663.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115664.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115665.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115666.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115667.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115668.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115669.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.25934/pr00009377
title: Biomarker discovery for immunotherapy response via pan-cancer and cancer-specific analyses

description: In recent years, there have been significant advancements in cancer treatment through the use of immune checkpoint blockade (ICB). ICB works by unleashing the body's own immune system to attack and destroy cancer cells. This approach has led to the development of new drugs that are currently being studied in clinical trials. However, despite the growing amount of data from these trials, it is still challenging to determine which factors can predict how well a patient will respond to immunotherapy. Biomarkers are measurable indicators that can be objectively evaluated and used to assess various biological processes, conditions, or responses within the body. Many potential biomarkers have been identified, but the complexity and variability of tumors make it difficult to apply these findings in clinical settings and 60-80% of treated patients do not derive any clinical benefit.

To address this issue, we recently conducted a meta-analysis of public clinical datasets from various cancer patients (melanoma, lung, bladder etc.) who received immunotherapy. Meta-analysis is a statistical technique used in data analysis to combine and analyze the results of multiple independent studies for particular research questions. While this analysis showed promise, it had limitations such as a lack of detailed molecular data and small sample sizes for certain types of cancer. To overcome these limitations, we aim to gather and integrate data from a wide range of ICB clinical trials, including both molecular and clinical information.

If successful, this project will result in a powerful informatics tool capable of analyzing genomic data from multiple sources. These analyses will help researchers develop reliable genomic predictors for how patients with specific types of cancer will respond to immunotherapy. These predictors can then be used to categorize patients based on their expected response, which will, in turn, improve the design of future clinical trials. Ultimately, this approach aims to increase the effectiveness of immunotherapy in treating cancer patients, offering them better chances of successful treatment.
DOI: 10.13145/bacdive115670.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115671.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115672.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115673.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115674.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115675.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115676.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115677.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115678.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5683/sp2/xxtau9
title: Supplemental data for "Air quality management for coastal urban centres using stochastic and machine learning techniques"

description: This research addressed specific air management issues faced by regulatory agencies to allow better oversight given constrained budgets and technical staff. Data sets were collected from air monitoring stations in Kuwait to allow development, testing, and validation of stochastic and machine learning techniques. Drone traffic study: A method to determine vehicle fleet composition and vehicle density on a road was developed that employed an unmanned aerial system to capture images of cars stacked at a signalized intersection. The images were processed using photogrammetry software to create a digital elevation model that allowed measurement of distances and fleet composition. Air quality study: Predicting future air pollution concentrations was accomplished using a deep learning technique consisting of a recurrent neural network with long short term memory. Datasets from a single air monitoring station were used to train and test the model. The resulting model was able to predict 8 hr averaged ozone out to 72 hours with a Mean Absolute Error of less than 2 ppb, outperforming traditional methods.
DOI: 10.13145/bacdive115679.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115680.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115681.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115682.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115683.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115684.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115685.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115686.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115687.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115688.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive115689.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.8vjac9
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nephelornis oneilli Lowery & Tallman, 1976"
 ]
}

 The dataset includes 416 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053412-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvctmt
title: Occurrence Download

description: A dataset containing 3077 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 3077 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059132-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7jh5g
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "Month is January",
 "TaxonKey is Plantae",
 "Year is 1938"
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033575-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79yqla
title: Occurrence Download

description: A dataset containing 7793 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyla eximia Baird, 1854"
 ]
}

 The dataset includes 7793 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059134-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.