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

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lewisia leeana"
 ]
}

 The dataset includes 656 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026587-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghkpxd
title: Occurrence Download

description: A dataset containing 272146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-39.68622 -19.36599,-39.87686 -19.12072,-40.25945 -19.08738,-40.36577 -19.06193,-40.63105 -19.00676,-40.62717 -18.96607,-40.93662 -18.90496,-41.07953 -18.88743,-41.16244 -18.87894,-41.24707 -18.74164,-41.29976 -18.7292,-41.43908 -18.68502,-41.54679 -18.60314,-41.57994 -18.51015,-41.59973 -18.43488,-41.64353 -18.28877,-41.61561 -18.10017,-41.60315 -18.0579,-41.60117 -18.02229,-41.63634 -17.95124,-41.65324 -17.86935,-41.72246 -17.87212,-41.8332 -17.89837,-41.98226 -17.81219,-42.0753 -17.79163,-42.10693 -17.79968,-42.23798 -17.7896,-42.43319 -17.78679,-42.47514 -17.87882,-42.62654 -18.02532,-42.81687 -18.15128,-43.00438 -18.15224,-43.0863 -18.0959,-43.18181 -18.0959,-43.25374 -18.1994,-43.35331 -18.3341,-43.34185 -18.43344,-43.38286 -18.4415,-43.46155 -18.58055,-43.47319 -18.6802,-43.50867 -18.75901,-43.58074 -18.77644,-43.59035 -18.8059,-43.62997 -18.84206,-43.63228 -18.96785,-43.61469 -19.08387,-43.55317 -19.1295,-43.47229 -19.34179,-43.42508 -19.39431,-43.38676 -19.43931,-43.47498 -19.437,-43.47369 -19.53962,-43.4959 -19.56467,-43.48585 -19.60853,-43.47932 -19.70332,-43.49314 -19.85676,-43.49645 -19.90424,-43.51881 -19.93287,-43.59404 -19.96651,-43.64745 -20.06201,-43.62151 -20.11338,-43.56506 -20.27742,-43.46379 -20.35279,-43.59684 -20.38541,-43.6505 -20.47013,-43.65862 -20.51298,-43.65877 -20.67478,-43.75518 -20.74285,-43.72125 -20.84975,-43.75458 -20.93758,-43.75724 -20.96442,-43.75647 -21.0178,-43.73608 -21.07925,-43.67591 -21.09169,-43.61257 -21.09951,-43.58149 -21.15834,-43.33247 -21.08878,-43.05426 -21.14659,-42.92284 -20.95562,-42.7565 -20.88717,-42.48202 -20.83104,-42.40399 -20.88991,-42.29995 -20.90154,-42.22241 -20.76554,-42.19366 -20.55882,-41.86747 -20.38749,-41.59859 -20.24385,-41.45726 -20.20766,-41.36241 -20.2142,-41.23813 -20.20178,-41.20548 -20.2408,-41.16063 -20.23445,-41.08682 -20.20729,-40.91296 -20.07474,-40.89836 -19.9428,-40.54586 -19.8346,-40.346 -19.60893,-40.06705 -19.48328,-39.81819 -19.66668,-39.76968 -19.60565,-39.68622 -19.36599))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 272146 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026522-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pp8j8
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pseudodiaptomus inopinus",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 65 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026590-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nprnp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schizothorax plagiostomus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026591-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16915422
title: Fermented Foods Microbial Genomes Species-Representatives Functional Annotations

description: This repository contains raw files and results for functional annotations from 1236 species-representative bacterial genomes assembled from diverse fermented foods. The raw genome FASTA files and corresponding metadata area available in the Zenodo repository Fermented Foods Microbial Genomes Database. These files and results were produced as part of a collaboration with Tatta Bio to make these annotations available through their platform. This repository contains the following ZIP files and structures: 



species-reps-predicted-orfs.zip: For each genome is a .ffn, .faa, .gbk, and .gff file

species-reps-main-results.zip: Output of the bac-mining workflow including summaries of each molecule type and counts across all genomes

species-reps-summaries.zip: Output of running the create_genome_summaries.py helper script in the bac-mining repository for summarizing all annotation sources (smORFs, cleavage peptides, BGCs, and KofamScan annotations) in individual summary TSVs per genome


This repository is slightly different from the data repository Predicted Biosynthetic Gene Clusters and Peptides from Fermented Food Microbial Genomes but contains some overlapping data. This repository contains all raw files and functional annotation information and summaries for 1236 species-representative genomes. These files were formatted specifically for the Tatta Bio platform. The other repository contains annotated summary files for cleavage peptides, smORFs, and BGCs predicted with antiSMASH for ~11,500 HQ genomes.
DOI: 10.34740/kaggle/dsv/12821235
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vh3acj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pseudodiaptomus inopinus",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026592-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16915600
title: preprocessed HUP iEEG dataset
DOI: 10.5281/zenodo.16915601
title: preprocessed HUP iEEG dataset
DOI: 10.15468/dl.qjqv4s
title: Occurrence Download

description: A dataset containing 3741742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3741742 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026561-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfjt6z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanotaenia longispina)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026593-250811113504898/datasets/export for details.
DOI: 10.15468/dl.k6n5x6
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Franklinia alatamaha"
 ]
}

 The dataset includes 322 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026594-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhzvbp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Quadrastichus erythrinae",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026595-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctgtf8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enteromius quadripunctatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026596-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16915581
title: Figures 1–4f. Original high-resolution images from the article on Rousettus aegyptiacus observations in Saudi Arabia

description: This supplementary file contains the original high-resolution versions of all figures (Figures 1–4f) included in the article. These figures illustrate the distribution, confirmed records, and supporting photographic and video evidence of Rousettus aegyptiacus observations in Saudi Arabia. High-quality images are provided to ensure clarity and reproducibility, complementing the figures embedded in the published article.    •    Figure 1. Map of the King Salman Bin Abdulaziz Royal Nature Reserve, Hail Region, showing the study site.    •    Figure 2. Entrance of the crevice where the roosting colony of R. aegyptiacus was observed.    •    Figure 3a. Still image from video (Video S2) showing R. aegyptiacus emerging from crevice at dusk (captured by Mohammed Bakri).    •    Figure 3b. Roosting colony of R. aegyptiacus inside crevice (captured by Mohammed Bakri).    •    Figure 4a. Egyptian fruit bat (R. aegyptiacus), observed on March 31, 2024 (captured by Mohammed Bakri).    •    Figure 4b. Egyptian fruit bat (R. aegyptiacus), observed on March 31, 2024 (captured by Mohammed Bakri).    •    Figure 4c. Egyptian fruit bat (R. aegyptiacus), observed on March 31, 2024 (captured by Mohammed Bakri).    •    Figure 4d. Egyptian fruit bat (R. aegyptiacus), observed on March 31, 2024 (captured by Mohammed Bakri).    •    Figure 4e. Egyptian fruit bat (R. aegyptiacus), observed on March 31, 2024 (captured by Mohammed Bakri).    •    Figure 4f. Egyptian fruit bat (R. aegyptiacus), observed on March 31, 2024 (captured by Mohammed Bakri).
DOI: 10.15468/dl.7mh35v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Quadrastichus erythrinae",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026597-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bw74q5
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera melissifolia"
 ]
}

 The dataset includes 579 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026599-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb45wa
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Exochochromis anagenys)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026598-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmn5c5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026601-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt3mcd
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026602-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4axtnh
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Radumeris tasmaniensis",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 441 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026600-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12812114
title: Mashhad Housing Market Prices: 2025 Dataset
DOI: 10.15468/dl.6ek3k6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Radumeris tasmaniensis",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026604-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4mzyxw
title: Occurrence Download

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

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026607-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bqnbj
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mila caespitosa"
 ]
}

 The dataset includes 195 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026605-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cwd9a
title: Occurrence Download

description: A dataset containing 35609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35609 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026606-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egj48d
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Raoiella indica",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 157 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026609-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jskte2
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026610-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykk57t
title: Occurrence Download

description: A dataset containing 6168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaecyparis thyoides"
 ]
}

 The dataset includes 6168 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026611-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.9b47j
title: Data from: Experimental evolution of metabolic dependency in bacteria

description: Bacteria frequently lose biosynthetic genes, thus making them dependent on
 an environmental uptake of the corresponding metabolite. Despite the
 ubiquity of this 'genome streamlining', it is generally unclear
 whether the concomitant loss of biosynthetic functions is favored by
 natural selection or rather caused by random genetic drift. Here we
 demonstrate experimentally that a loss of metabolic functions is strongly
 selected for when the corresponding metabolites can be derived from the
 environment. Serially propagating replicate populations of the bacterium
 Escherichia coli in amino acid-containing environments revealed that
 auxotrophic genotypes rapidly evolved in less than 2,000 generations in
 almost all replicate populations. Moreover, auxotrophs also evolved in
 environments lacking amino acids - yet to a much lesser extent. Loss of
 these biosynthetic functions was due to mutations in both structural and
 regulatory genes. In competition experiments performed in the presence of
 amino acids, auxotrophic mutants gained a significant fitness advantage
 over the evolutionary ancestor, suggesting their emergence was selectively
 favored. Interestingly, auxotrophic mutants derived amino acids not only
 via an environmental uptake, but also by cross-feeding from coexisting
 strains. Our results show that adaptive fitness benefits can favor
 biosynthetic loss-of-function mutants and drive the establishment of
 intricate metabolic interactions within microbial communities.
description: Data_from_Dsouza_Kost_2016This file contains all the experimental data that were used to generate the figures and interpretations of the study. These include the cell density and growth rate of the evolving populations in the two different regimes, prevalence of auxotrophic mutants, fitness of evolved genotypes, fitness, and amino acid dependence of the reconstructed mutants.Genome_diff_evolved_mutantsThis is zipped file archive of the genomes of sequenced auxotrophic and prototrophic strains and genome diff format generated by the breseq analysis.
DOI: 10.5061/dryad.p462j4f3
title: Data from: Predicting the response to simultaneous selection: genetic architecture and physiological constraints

description: A great deal is known about the evolutionary significance of body size and
 development time. They are determined by the non-linear interaction of
 three physiological traits: two hormonal events and growth rate. In this
 study we investigate how the genetic architecture of the underlying three
 physiological traits affects the simultaneous response to selection on the
 two life history traits in the hawk moth Manduca sexta. The genetic
 architecture suggests that when the two life history traits are both
 selected in the same direction (to increase or decrease) the response to
 selection is primarily determined by the hormonal mechanism. When the life
 history traits are selected in opposite directions (one to increase and
 one to decrease) the response to selection is primarily determined by
 factors that affect the growth rate. To determine how the physiological
 traits affect the response to selection of the life history traits, we
 simulated the predicted response to ten generations of selection. 83% of
 our predictions were supported by the simulation. The main components of
 this physiological framework also exist in unicellular organisms,
 vertebrates and plants and can thus provide a robust framework for
 understanding how underlying physiology can determine the simultaneous
 evolution of life history traits.
description: Data Davidowitz
 Evolution 2012data of all offspring
 and parents analyzed. see ReadMe file for key.
DOI: 10.5061/dryad.dq47t
title: Data from: Subgrain-controlled grain growth in laser melted 316L promoting strength at high temperatures

description: Stainless steel 316L prepared by laser melting consisted of hierarchical
 austenitic microstructure with micron sized (10-25 µm) grains containing
 fine 1µm subgrains with a cellular structure. At high temperature thermal
 treatments (≥ 1100 °C), merging and growth of the 1 µm subgrains into
 bigger subgrains restricted the rapid grain growth and microstructure
 coarsening. Partial phase transformation of austenite to ferrite at
 temperatures ≥ 1100 °C in combination with gradual and steady growth of
 subgrains inside the micron sized grains and nucleation of sigma phase
 have promoted the tensile strength of stainless steel 316L to 300 MPa at
 1100 °C compared to conventionally made 316L counterparts with tensile
 strength of approximately 40 MPa. The grain growth mechanism of laser
 melted microstructure can change the application criteria for 316L and
 expand the application fields for 316L.
description: EXCEL
 dataset-RSOS-172394in the EXCEL dataset the
 XRD data in sheet 1 and the stress strain data for (SLM-1100C) and
 (SLM-1200C) in sheet 2 as an electronic supplementary material is
 provided.EXCEL data for
 RSOS.xlsx