cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5286/isis.e.rb2520573
title: Probing tail fibre–LPS interactions in bacterial outer membrane models via neutron reflectometry

description: Antimicrobial resistance presents a growing health and economic threat, worsened by the lack of new antibiotics. In response, research is increasingly focused on alternatives such as Bdellovibrio bacteriovorus (Bdellovibrio) and Tailocins, both of which show promise as antimicrobial agents. Bdellovibrio is a predatory bacterium that invades Gram-negative bacteria, killing and consuming them from within. In contrast, Tailocins are bactericidal protein complexes that are released by certain bacterial strains to kill competing strains. The antimicrobial activity of both Bdellovibrio and Tailocins is dependent on their ability to recognise target cells. This specificity is mediated by proteins known as tail fibres, which recognise distinct regions of the lipopolysaccharides (LPS) on the targets outer membrane (OM). Gaining insights into tail fibre-LPS interactions provides an opportunity to engineer tail fibres towards a specific bacterial strain, opening a pathway towards developing selective antimicrobials. In our recent work we have structurally characterised, and identified the target LPS for Bd2439 and Pse11_RP3, representative tail fibres from Bdellovibrio and Tailocins, respectively. Here we propose to use neutron reflectometry with an OM model to probe the interaction between tail fibres and their target LPS. This approach aims to determine both the depth of tail fibre penetration through the LPS layer and any structural disruptions to the OM caused by tail fibre binding.
DOI: 10.6084/m9.figshare.28639928
title: EutrophicationonOdonata.csv

description: We estimated flight capacity and body condition-related traits (e.g., body length, fat reserves) in two sympatric dragonfly species at 12 sites along a eutrophication gradient.
DOI: 10.6084/m9.figshare.28639928.v1
title: EutrophicationonOdonata.csv

description: We estimated flight capacity and body condition-related traits (e.g., body length, fat reserves) in two sympatric dragonfly species at 12 sites along a eutrophication gradient.
DOI: 10.34740/kaggle/dsv/13795655
title: Bangladeshi Traffic Signs (BTSR-13)
DOI: 10.15468/dl.ygyjez
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.0688 29.09913, -112.9188 29.09913, -112.9188 29.24913, -113.0688 29.24913, -113.0688 29.09913))"
 ]
}

 The dataset includes 75 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045964-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b43c5v
title: Occurrence Download

description: A dataset containing 586307 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect Species Occurrence Data from Multiple Projects Worldwide with Focus on Bees and Wasps in North America"
 ]
}

 The dataset includes 586307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045958-251025141854904/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.30660509
title: Soil parameters_PERSEA_Sampling sites

description: Soil chemical characteristics
DOI: 10.6084/m9.figshare.30660509.v1
title: Soil parameters_PERSEA_Sampling sites

description: Soil chemical characteristics
DOI: 10.34740/kaggle/dsv/13795955
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5dqrve
title: Occurrence Download

description: A dataset containing 6149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ctenopharyngodon idella"
 ]
}

 The dataset includes 6149 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045965-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch5xkg
title: Occurrence Download

description: A dataset containing 5548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.5_1",
 "TaxonKey is Ursus americanus"
 ]
}

 The dataset includes 5548 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045967-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwq8ys
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.9188 29.09913, -112.7688 29.09913, -112.7688 29.24913, -112.9188 29.24913, -112.9188 29.09913))"
 ]
}

 The dataset includes 235 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045966-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqttq6
title: Occurrence Download

description: A dataset listing the 12 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "MediaType is Image",
 "TaxonKey is Bombyliidae",
 "Year 2000-2025"
 ]
}

 The dataset's 12 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045960-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17653349
title: Reusable Daily Integrated Dataset

description: This file contains a reusable daily dataset created by combining multiple publicly available data sources into a single time series. It includes daily measurements related to cyber activity, news volume, financial market indicators, and macroeconomic variables from established data providers. All sources are merged by calendar date to form a continuous daily panel. This dataset is provided in its integrated raw form, without filtering or feature engineering, so it can be repurposed for a wide range of data analysis, modeling, or exploratory research tasks.
DOI: 10.5281/zenodo.17653350
title: Reusable Daily Integrated Dataset

description: This file contains a reusable daily dataset created by combining multiple publicly available data sources into a single time series. It includes daily measurements related to cyber activity, news volume, financial market indicators, and macroeconomic variables from established data providers. All sources are merged by calendar date to form a continuous daily panel. This dataset is provided in its integrated raw form, without filtering or feature engineering, so it can be repurposed for a wide range of data analysis, modeling, or exploratory research tasks.
DOI: 10.15468/dl.6wmtq4
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.7688 29.09913, -112.6188 29.09913, -112.6188 29.24913, -112.7688 29.24913, -112.7688 29.09913))"
 ]
}

 The dataset includes 79 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045968-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmss8e
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.6188 29.09913, -112.4688 29.09913, -112.4688 29.24913, -112.6188 29.24913, -112.6188 29.09913))"
 ]
}

 The dataset includes 267 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045969-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vjrpf
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Psittacula eques [GBIF Backbone Taxonomy], Psittacula echo [GBIF Backbone Taxonomy])",
 "Country is one of (Mauritius)"
 ]
 }
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045970-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2z9f7
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Gymnocalycium bruchii"
 ]
}

 The dataset includes 57 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045971-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5s46hk61
title: MassIVE MSV000099962 - GNPS- Linhagem de Trichoderma de solos amazonicos
title: Extrato de Linhagem de Trichoderma isolado de solos amazonicos.
DOI: 10.5281/zenodo.17619514
title: Achromobacter and Serratia annotations

description: These files refer to the annotations of the genomes recovered from Serratia and Achromobacter from the four glyphosate-degrading consortia in the work "Glyphosate-degrading consortia: Microbial succession and key enzyme gene insights". The consortia were named: Con_AO (organic Arabica coffee soil), Con_MA (Atlantic Forest soil adjacent to a glyphosate-treated Arabica plantation), Con_CC (conventional glyphosate-treated Conilon soil), and Con_CC-G (Conilon soil without glyphosate application for three years).
DOI: 10.5281/zenodo.17619515
title: Achromobacter and Serratia annotations

description: These files refer to the annotations of the genomes recovered from Serratia and Achromobacter from the four glyphosate-degrading consortia in the work "Glyphosate-degrading consortia: Microbial succession and key enzyme gene insights". The consortia were named: Con_AO (organic Arabica coffee soil), Con_MA (Atlantic Forest soil adjacent to a glyphosate-treated Arabica plantation), Con_CC (conventional glyphosate-treated Conilon soil), and Con_CC-G (Conilon soil without glyphosate application for three years).
DOI: 10.15468/dl.vrcnwr
title: Occurrence Download

description: A dataset containing 1088 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.4688 29.09913, -112.3188 29.09913, -112.3188 29.24913, -112.4688 29.24913, -112.4688 29.09913))"
 ]
}

 The dataset includes 1088 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045972-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/4581e673580984f5444d22f8685125e1
title: Environmental, Taxonomic, and Stable Isotope Data from Aquatic Insects sampled from Beaver-Engineered Headwater Streams (Adirondack Park, NY; 2024).

description: This data package contains environmental and biological data from a field study examining aquatic insect assemblage composition and basal resource use in beaver-engineered headwater streams in Adirondack Park, New York. Data was collected from six streams across two watersheds; the Oswegatchie River Watershed and Upper Hudson River Watershed. Three streams were sampled within the Oswegatchie River Watershed; East Creek, Sucker Brook, and Chair Rock Creek located near the Cranberry Lake Biological Station in St. Lawrence County. Three streams were sampled from the Upper Hudson River Watershed; Big Sucker Brook, Little Sucker Brook, and Panther Brook located near SUNY ESF’s Newcomb Campus in Essex County. Site conditions were characterized using densiometer measurements of canopy cover, visual assessments of substrate composition, and river discharge measurements collected with an OTT MF Pro flow meter. Aquatic insect assemblages were sampled using multihabitat active sampling and Hester–Dendy and leaf-bag passive samplers, with specimens identified to genus and assigned to functional feeding groups. Carbon and nitrogen stable isotopes were analyzed for a subset of insect taxa and three basal resource pools; coarse particulate organic matter (CPOM), fine particulate organic matter (FPOM), and periphytic algae. The Bayesian mixing model MixSIAR was used to estimate the proportional contribution of these primary sources to aquatic insect biomass. All data was collected between June and August 2024.
DOI: 10.3886/e221563v2-191660
title: National Center for Education Statistics Common Core of Data

description: Includes data files and supplemental information. Supplemental information includes a reproducible RMarkdown file, an Excel sheet with metadata, and complete webpage files. Please note that CCD nonfiscal documentation files have been downloaded manually.<br><br>From the Common Core of Data website:<br><br>The Common Core of Data (CCD) is the Department of Education's primary database on public elementary and secondary education in the United States. CCD is a comprehensive, annual, national database of all public elementary and secondary schools and school districts.<br>Information on the Common Core of Data (CCD)The primary purpose of the CCD is to provide basic information on public elementary and secondary schools, local education agencies (LEAs), and state education agencies (SEAs) for each state, the District of Columbia, and the outlying territories with a U.S. relationship. CCD is composed of two components: Nonfiscal CCD and Fiscal CCD.
DOI: 10.5281/zenodo.17652850
title: InTaSet: A Benchmark Dataset for Data-Driven System Identification and Fault Detection in an Interconnected Water System

description: The Interconnected Tank System Dataset (InTaSet) is a comprehensive benchmark dataset for nonlinear system identification and sensor-fault detection, based on real-time measurements from a physical interconnected quadruple-tank testbed operating in both open-loop and closed-loop configurations.



The main folder InTaSet.zip contains two subfolders: (1) dataset for system identification (InTaSet-ID) and (2) dataset for sensor-fault detection (InTaSet-FD).

Within the InTaSet-ID sub-folder, four testbed configurations are provided. Each configuration uses different training and testing datasets.

Within the InTaSet-FD sub-folder, it contains 4-subsubfolders: (1) clean (closed-loop operating modes), (2) sensor-fault to Tank 1, (3) sensor-fault to Tank 3, and (4) sensor-fault to Tank 1 and 3.
DOI: 10.5281/zenodo.17652851
title: InTaSet: A Benchmark Dataset for Data-Driven System Identification and Fault Detection in an Interconnected Water System

description: The Interconnected Tank System Dataset (InTaSet) is a comprehensive benchmark dataset for nonlinear system identification and sensor-fault detection, based on real-time measurements from a physical interconnected quadruple-tank testbed operating in both open-loop and closed-loop configurations.



The main folder InTaSet.zip contains two subfolders: (1) dataset for system identification (InTaSet-ID) and (2) dataset for sensor-fault detection (InTaSet-FD).

Within the InTaSet-ID sub-folder, four testbed configurations are provided. Each configuration uses different training and testing datasets.

Within the InTaSet-FD sub-folder, it contains 4-subsubfolders: (1) clean (closed-loop operating modes), (2) sensor-fault to Tank 1, (3) sensor-fault to Tank 3, and (4) sensor-fault to Tank 1 and 3.
DOI: 10.15468/dl.egdmvr
title: Occurrence Download

description: A dataset containing 9909811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Effects of organic matter manipulation on archaeal, bacterial, and fungal community assembly, Ontario Breeding Bird Atlas 2001-2005, International Barcode of Life project (iBOL), Royal Ontario Museum - Mammalogy, Canadian Museum of Nature Phycology Collection, Royal Ontario Museum - Entomology Collection, Canadian Museum of Nature Herbarium, Royal Ontario Museum Green Plant Herbarium (TRT), Carnegie Museum of Natural History Herbarium, Royal Ontario Museum - Mycology, University of Guelph Insect Collection (DEBU), Centre for Biodiversity Genomics - Canadian Specimens, INSDC Sequences, eButterfly Surveys, Royal Ontario Museum - Ornithology, Great Backyard Bird Count, Pl@ntNet automatically identified occurrences, Herbier Louis-Marie (QFA) - Collection de plantes vasculaires, Royal Ontario Museum - Ichthyology, Canadian Lakes Loon Survey, Marie-Victorin Herbarium (MT) - Plantes vasculaires, Ontario Breeding Bird Atlas 1981-1985, Canadian Museum of Nature Bird Collection, Marsh Monitoring Program - Birds, University of Michigan Herbarium, USGS Great Lakes Science Center Research Vessel Catch Information System Trawl, Royal Ontario Museum - Herpetology Collection, Herbier du Québec (QUE) - Collection de plantes vasculaires, Royal Ontario Museum - Invertebrate Zoology, The New York Botanical Garden Herbarium (NY), University of British Columbia Herbarium (UBC) - Bryophytes Collection, Canadian Museum of Nature Amphibian and Reptile Collection, Lyman Entomological Museum (LEMQ), Canadian Museum of Nature Fish Collection, Odonata Central)",
 "Geometry POLYGON((-79.5597 44.60454,-74.69501 47.16099,-79.47043 51.49737,-80.4711 52.00073,-88.41395 47.81537,-86.4161 45.67366,-84.2584 45.84819,-80.3479 44.50826,-79.5597 44.60454))"
 ]
}

 The dataset includes 9909811 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045921-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17653399
title: Harmonized Daily Dataset (2015–2025)

description: This file provides a harmonized daily dataset covering the period 2015 to 2025. It is created by aligning and cleaning multiple publicly available data sources into a consistent daily format. The dataset includes daily measurements related to cyber activity, news volume, financial market indicators, and macroeconomic variables. Missing values are preserved except where annual series are broadcast to daily frequency. This dataset represents a cleaned and time-restricted version of the integrated raw data, suitable for general-purpose analysis or modeling.
DOI: 10.5281/zenodo.17653400
title: Harmonized Daily Dataset (2015–2025)

description: This file provides a harmonized daily dataset covering the period 2015 to 2025. It is created by aligning and cleaning multiple publicly available data sources into a consistent daily format. The dataset includes daily measurements related to cyber activity, news volume, financial market indicators, and macroeconomic variables. Missing values are preserved except where annual series are broadcast to daily frequency. This dataset represents a cleaned and time-restricted version of the integrated raw data, suitable for general-purpose analysis or modeling.
DOI: 10.15468/dl.qqvfea
title: Occurrence Download

description: A dataset containing 127443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Continent is North America",
 "TaxonKey is Catocala"
 ]
}

 The dataset includes 127443 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045957-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv45e5
title: Occurrence Download

description: A dataset containing 1904 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.3188 29.09913, -112.1688 29.09913, -112.1688 29.24913, -112.3188 29.24913, -112.3188 29.09913))"
 ]
}

 The dataset includes 1904 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045973-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17653326
title: Data for The Human Omnibus of Targetable Pockets

description: Accompanying data for "The Human Omnibus of Targetable Pockets" by Kristy A. Carpenter and Russ B. Altman. See more information on GitHub: github.com/Helix-Research-Lab/HOTPocket
DOI: 10.5281/zenodo.16891049
title: Data for The Human Omnibus of Targetable Pockets

description: Accompanying data for "The Human Omnibus of Targetable Pockets" by Kristy A. Carpenter and Russ B. Altman. See more information on GitHub: github.com/Helix-Research-Lab/HOTPocket
DOI: 10.15468/q9c4mn
title: Invertebrate Collections made by R/V Velero III, IV, Atlantic, and Hubbs

description: Between 1931 and 1941, the Research Vessel Velero III (R/V Velero III) of the Allan Hancock Foundation (AHF) at the University of Southern California, completed ten major ocean science voyages, primarily focusing on the collection of marine organisms along the Pacific coast stretching from San Francisco to Peru. Equipped with a variety of gear including specialized deep-sea dredging apparatus, collections could be made down to depths of 7,000 feet, allowing scientists to sample a wide range of benthic environments and analyze the myriad specimens brought to the surface. R/V Velero III's impressive range and capacity enabled extended expeditions, lasting several months at a time. In addition to its extensive work along the mainland coast, R/V Velero III also explored the California Channel Islands, leading to valuable collections and subsequent scientific publications. Notable expeditions included the 1939 voyage to the Caribbean, explorations of the Galapagos Islands, and the 1940 expedition into the Gulf of California. The R/V Velero III sampled 1,436 stations until November 18, 1941, after which it was requisitioned by the U.S. Navy. AHF researchers subsequently made shore collections from Coos Bay, Oregon to Western Mexico, catalogued as Velero stations. In January 1948, the R/V Velero IV was launched. The R/V Velero IV collected stations 1605-48 to 31788-85, primarily in California and Mexico, with the last station collected on June 21, 1985.
DOI: 10.15468/dl.hrc9fz
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chironius exoletus"
 ]
}

 The dataset includes 126 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045974-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17653390
title: Cuestionario de Transformación digital e innovación organizacional en las áreas de marketing de las empresas del sector automotriz, Lima, Perú, 2025
DOI: 10.5281/zenodo.17653389
title: Cuestionario de Transformación digital e innovación organizacional en las áreas de marketing de las empresas del sector automotriz, Lima, Perú, 2025