cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/kzga-zh42
title: Manic testate amoebae surface sample dataset

description: Raw data for the Manic testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.rwfn75
title: Occurrence Download

description: A dataset containing 2691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis clavata Trin.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2691 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022750-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6dys7
title: Occurrence Download

description: A dataset containing 1164916 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Podiceps auritus (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 1164916 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022743-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/h38z-7n59
title: Timber Lake diatom surface sample dataset

description: Raw data for the Timber Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/nswe-rj55
title: Robertson Lake water chemistry dataset

description: Raw data for the Robertson Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/g78c-z430
title: EAG-00863 vertebrate fauna dataset

description: Raw data for the EAG-00863 vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5qk7-wr47
title: ABD233 pollen surface sample dataset

description: Raw data for the ABD233 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.xmnqgx
title: Occurrence Download

description: A dataset containing 31872 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ocean Genome Legacy Collection"
 ]
}

 The dataset includes 31872 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022751-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/em2e-m980
title: LDDsite4297 water chemistry dataset

description: Raw data for the LDDsite4297 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21227/4key-ng14
title: "CMTMU Dataset \u2014 Comprehensive multi-type and multi-unit appliance dataset"

description: "To advance real-world applications of non-intrusive load monitoring (NILM), we propose the CMTMU dataset\u2014an innovative dataset that simulates realistic residential power consumption scenarios involving both multiple appliance types and multiple units of the same type. Existing NILM datasets largely overlook such complexity, limiting model generalizability. The CMTMU dataset is constructed by applying an offset-overlay technique to REFIT data, enabling the simulation of concurrent multi-unit appliance usage. Furthermore, a margin-based event detection mechanism and threshold-based labeling strategy are used to annotate appliance states with high fidelity. CMTMU includes diverse appliance categories such as fridges, kettles, washing machines, and dishwashers, capturing realistic load variations and operational overlaps. Experimental results using state-of-the-art NILM models demonstrate that the CMTMU dataset significantly enhances the training and evaluation of models under complex appliance operation conditions, thereby promoting more accurate load disaggregation and appliance quantity identification in smart energy systems."
DOI: 10.21233/k48r-8v06
title: Lake CI31 water chemistry dataset

description: Raw data for the Lake CI31 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6pjc-7519
title: Lake Brighton water chemistry dataset

description: Raw data for the Lake Brighton water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/81g6-m816
title: Sandy Creek pollen dataset

description: Raw data for the Sandy Creek pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/hye9-we11
title: SIER39 pollen surface sample dataset

description: Raw data for the SIER39 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5gt1-g710
title: Moidach More testate amoebae surface sample dataset

description: Raw data for the Moidach More testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2fwv-ca64
title: Sturgeon River water chemistry dataset

description: Raw data for the Sturgeon River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1vnj-yj43
title: St. Eugene insect dataset

description: Raw data for the St. Eugene insect dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.eeqa8a
title: Occurrence Download

description: A dataset containing 3205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteridium aquilinum subsp. japonicum (Nakai) Á.Löve & D.Löve",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3205 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022752-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/t2st-5271
title: Lac de Champex charcoal dataset

description: Raw data for the Lac de Champex charcoal dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/hh3k-8r18
title: LDDsite1982 water chemistry dataset

description: Raw data for the LDDsite1982 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/s88h-qs58
title: Pipestone Creek water chemistry dataset

description: Raw data for the Pipestone Creek water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7kze-hv13
title: Le Cachot testate amoebae surface sample dataset

description: Raw data for the Le Cachot testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8h25-ad79
title: Haleakalā Volcano 10P pollen surface sample dataset

description: Raw data for the Haleakalā Volcano 10P pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15369239
title: Global Plastic Films and Sheets Market 2025 To 2034

description: Plastic Films and Sheets Market Size, Trends and Insights by Product (Type PA, PVC, BOPP, LDPE/LLDPE, HDPECPP), By Application (Packaging, Non-packaging), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025-2034.

Reports Description

According to Research Study published by Custom Market Insights (CMI), The Global Polyvinyl Butyral PVB Films Market size was estimated at USD 142.23 billion in 2024 and expected to reach USD 150.17 billion in 2025 and is expected to hit around USD 258.69 billion by 2034, poised to grow at a compound annual growth rate (CAGR) of 6.23% from 2025 to 2034.

Plastic films and sheets are thin, flexible sheets of plastic and tiny material less than 10mm in size. It is also called polybags and comprises polyethylene, one of the most important components of plastic packaging. It is lightweight, corrosion, weather, and binding resistant, owing to which it is extensively used for protection, handling, containment, delivery, and presentation of other products, from carrying raw materials to processed goods, from the producer to the end-use customer.

The global plastic films and sheets market is evolving, and companies are now focusing more on strengthening and consolidating R&D activities, thereby increasing the production capacity of plastic films and sheets thus, driving the market growth by catering to the need for plastic films and sheets in various end-use industries.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=18262
DOI: 10.5281/zenodo.15369240
title: Global Plastic Films and Sheets Market 2025 To 2034

description: Plastic Films and Sheets Market Size, Trends and Insights by Product (Type PA, PVC, BOPP, LDPE/LLDPE, HDPECPP), By Application (Packaging, Non-packaging), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025-2034.

Reports Description

According to Research Study published by Custom Market Insights (CMI), The Global Polyvinyl Butyral PVB Films Market size was estimated at USD 142.23 billion in 2024 and expected to reach USD 150.17 billion in 2025 and is expected to hit around USD 258.69 billion by 2034, poised to grow at a compound annual growth rate (CAGR) of 6.23% from 2025 to 2034.

Plastic films and sheets are thin, flexible sheets of plastic and tiny material less than 10mm in size. It is also called polybags and comprises polyethylene, one of the most important components of plastic packaging. It is lightweight, corrosion, weather, and binding resistant, owing to which it is extensively used for protection, handling, containment, delivery, and presentation of other products, from carrying raw materials to processed goods, from the producer to the end-use customer.

The global plastic films and sheets market is evolving, and companies are now focusing more on strengthening and consolidating R&D activities, thereby increasing the production capacity of plastic films and sheets thus, driving the market growth by catering to the need for plastic films and sheets in various end-use industries.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=18262
DOI: 10.21233/gj7t-7q48
title: Coal Mine Ravine [EjOc-13] vertebrate fauna dataset

description: Raw data for the Coal Mine Ravine [EjOc-13] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.p5wubd
title: Occurrence Download

description: A dataset containing 116143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aira caryophyllea L."
 ]
}

 The dataset includes 116143 records from 1465 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022738-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-1752715952
title: Structural Biology at EMBL Grenoble, IBS-CIBB and IAB

description: This proposal clusters crystallography and bioSAXS projects at the EMBL Grenoble, IBS-CIBB and IAB. It combines groups working on different topics with a major focus on cell signaling proteins, drug discovery, long non-coding RNAs, nucleic acid-protein complexes, and host-pathogen interactions. The proposers have long-standing experience in the use, as well as the development of beam lines for macromolecular crystallography and biological small angle X-ray scattering and have participated in successive BAG applications over the years, mostly at the ESRF but also at other synchrotrons (i.e. Soleil, Petra III, and Diamond). As Stephen Cusack (former head of EMBL Grenoble) will be retiring at the end of 2023 we propose to change the BAG responsible to Andrew McCarthy for this application round.
DOI: 10.15151/esrf-es-1580559238
title: Munich Crystallography BAG

description: The diverse groups of the Munich Crystallography BAG study a far range of subjects, reaching from structural aspects of fundamental cellular processes - such as RNA processing, protein folding and degradation, DNA repair, chromatin remodelling, enzymes - to the design of foldamers. The research groups are located at the LMU and TUM universities in Munich, at the Max-Planck-Institute of Biochemistry, Martinsried, and the Helmholtz Center, Neuherberg. Out-groups are located at the universities in Darmstadt and Ulm, Germany. The research groups use X-ray crystallography, single-particle cryo-EM, SAXS, NMR and HDX and XL-MS mass-spectrometry for structural studies.
DOI: 10.15151/esrf-es-1580693062
title: Austrian Crystallographic Diffraction Consortium

description: The Austrian Crystallographic Diffraction Consortium (ACDC) BAG aims at supporting several macromolecular structural biology groups across Austria (in total 20 research groups at 9 institutions in 4 cities). We employ mainly the technique of X-ray crystallography to characterize macromolecular biological complexes, but also solution scattering approaches are frequently used to characterize dynamic assemblies. Approval of this BAG will be essential for researchers in all our groups to carry out their structural studies on various health-related and basic research-oriented topics, which are targeted at characterizing large molecular assemblies or proteins currently under-represented in the PDB, including membrane proteins. Corresponding high-resolution diffraction data are only obtainable through the use of synchrotron radiation sources. Thus regular synchrotron access is highly desirable to maintain a competitive advantage in our individual research fields.
DOI: 10.15151/esrf-es-1665511735
title: The Structure of Zinc Active Sites in Zeolite-Based Catalysts in the Recycling of CO2 and CH4 Determined with Anomalous Diffraction at the Z

description: This proposal aims to elucidate the structure of zinc sites incorporated into several Al-rich zeolitic topologies: MFI, FER, and MOR. The objective is to enhance their performance in recycling CO2 and CH4 into green platform chemicals. Zinc sites can exist as extra-framework positions or replace silicon within the zeolite framework as T-atoms. However, the precise details regarding the nature of these sites and their behavior during the proposed reaction remain unknown, primarily due to the low zinc concentration (3 wt.%) and only partial substitution for silicon. Therefore, our primary objective is to pinpoint the positions and geometry of the zinc species by utilizing anomalous (resonant) scattering techniques across the Zn K-edge (9.65 keV).
DOI: 10.5281/zenodo.11604288
title: BLE RSSI Dataset for Indoor localization
DOI: 10.5281/zenodo.11604290
title: BLE RSSI Dataset for Indoor localization
DOI: 10.15468/dl.ukv745
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Axis porcinus (Zimmermann, 1780)"
 ]
}

 The dataset includes 123 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076056-240506114902167/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/8702399
title: Indian Weather Repository ( Daily Updating )
DOI: 10.15468/dl.e3xgr3
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Microclysia Butler, 1882"
 ]
}

 The dataset includes 122 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076058-240506114902167/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/8702475
title: Indian Weather Repository ( Daily Updating )
DOI: 10.15468/dl.r8v486
title: Occurrence Download

description: A dataset containing 249477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium officinale (L.) Scop.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 249477 records from 1562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076055-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk8ghj
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium polyceratium L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 822 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076059-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chencs
title: Occurrence Download

description: A dataset containing 257400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Abies alba"
 ]
}

 The dataset includes 257400 records from 1017 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083836-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qvth2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum elaeagnifolium",
 "Country is Serbia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083881-250717081556266/datasets/export for details.
DOI: 10.15468/dl.zvn676
title: Occurrence Download

description: A dataset containing 2341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bocagia minuta)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2341 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083882-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.