cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dc5ngq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ceratogymna elata)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083122-250717081556266/datasets/export for details.
DOI: 10.15468/dl.px766m
title: Occurrence Download

description: A dataset containing 6743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tauraco livingstonii (G.R.Gray, 1864)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 6743 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021666-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnyegk
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dryophytes immaculatus (Boettger, 1888))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 588 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066569-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjuvut
title: Occurrence Download

description: A dataset containing 35670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Populus tremuloides Michx.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35670 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075792-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcesmk
title: Occurrence Download

description: A dataset containing 97039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.74655 24.56135,-101.23000 24.56135,-101.23000 25.96760,-104.74655 25.96760,-104.74655 24.56135))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 97039 records from 426 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023396-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9wsnj
title: Occurrence Download

description: A dataset containing 6691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coracias cyanogaster Cuvier, 1816",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 6691 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021658-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv294h
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucas helicterifolia Haines"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008505-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts8hp9
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acrostichum aureum L."
 ]
}

 The dataset includes 222 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066562-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzj598
title: Occurrence Download

description: A dataset containing 94 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 Breviceps poweri Parker, 1934"
 ]
}

 The dataset includes 94 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021669-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqn8nj
title: Occurrence Download

description: A dataset containing 1451719394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aves"
 ]
}

 The dataset includes 1451719394 records from 7828 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0388103-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15266312
title: Global Cancer Biologics Market 2024 To 2033

description: Cancer Biologics Market Size, Trends and Insights By Type of Biologic (Monoclonal Antibodies, Vaccines, Cytokines, Gene Therapy, Cell-Based Immunotherapies, Others), By Cancer Type (Breast Cancer, Lung Cancer, Colorectal Cancer, Prostate Cancer, Leukemia, Lymphoma, Others), By Route of Administration (Intravenous, Subcutaneous, Intramuscular, Others), By Distribution Channel (Hospital Pharmacies, Retail Pharmacies, Online Pharmacies, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

As per the current market research conducted by the CMI arch Team, the global Cancer Biologics Market is expected to record a CAGR of 6.2% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 125.5 Billion. By 2033, the valuation is anticipated to reach USD 215.8 Billion.

The Cancer Biologics Market encompasses pharmaceutical products derived from living organisms or their components, designed to target specific molecules involved in cancer growth and progression. These biological therapies include monoclonal antibodies, cytokines, vaccines, and cell-based immunotherapies.

They offer targeted mechanisms of action, reduced toxicity compared to conventional treatments, and the potential for personalized treatment regimens. With advancements in biotechnology and oncology research, the Cancer Biologics Market continues to expand, offering innovative treatment options for various cancer types and driving improvements in patient outcomes and quality of life.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=44954
DOI: 10.5281/zenodo.15266313
title: Global Cancer Biologics Market 2024 To 2033

description: Cancer Biologics Market Size, Trends and Insights By Type of Biologic (Monoclonal Antibodies, Vaccines, Cytokines, Gene Therapy, Cell-Based Immunotherapies, Others), By Cancer Type (Breast Cancer, Lung Cancer, Colorectal Cancer, Prostate Cancer, Leukemia, Lymphoma, Others), By Route of Administration (Intravenous, Subcutaneous, Intramuscular, Others), By Distribution Channel (Hospital Pharmacies, Retail Pharmacies, Online Pharmacies, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

As per the current market research conducted by the CMI arch Team, the global Cancer Biologics Market is expected to record a CAGR of 6.2% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 125.5 Billion. By 2033, the valuation is anticipated to reach USD 215.8 Billion.

The Cancer Biologics Market encompasses pharmaceutical products derived from living organisms or their components, designed to target specific molecules involved in cancer growth and progression. These biological therapies include monoclonal antibodies, cytokines, vaccines, and cell-based immunotherapies.

They offer targeted mechanisms of action, reduced toxicity compared to conventional treatments, and the potential for personalized treatment regimens. With advancements in biotechnology and oncology research, the Cancer Biologics Market continues to expand, offering innovative treatment options for various cancer types and driving improvements in patient outcomes and quality of life.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=44954
DOI: 10.5281/zenodo.15355851
title: Data used for the article "Enhancing multimodal analogical reasoning with Logic Augmented Generation"
DOI: 10.5281/zenodo.15355852
title: Data used for the article "Enhancing multimodal analogical reasoning with Logic Augmented Generation"
DOI: 10.5281/zenodo.14508387
title: 3D-data Vikingatida träföremål från Sigtuna, Uppland
title: 3D data Viking Age wood artefacts from Sigtuna, Uppland

description: 3D-modeller av vikingatida ornerade träföremål från kv. Professorn 1 i Sigtuna, Uppland. Föremålen ingår i Sigtuna Museums samlingar.
description: Föremålen 3D-skannades 2010 med ATOS II på Arkeologiska forskningslaboratoriet, Stockholms universitet, av Laila Kitzler Åhfeldt och Joakim Schultzén. Till skanningen användes mätvolym MV128x35x28mm, upplösning mellan mätpunkterna 0,11mm.
DOI: 10.5281/zenodo.14508388
title: 3D-data Vikingatida träföremål från Sigtuna, Uppland
title: 3D data Viking Age wood artefacts from Sigtuna, Uppland

description: 3D-modeller av vikingatida ornerade träföremål från kv. Professorn 1 i Sigtuna, Uppland. Föremålen ingår i Sigtuna Museums samlingar.
description: Föremålen 3D-skannades 2010 med ATOS II på Arkeologiska forskningslaboratoriet, Stockholms universitet, av Laila Kitzler Åhfeldt och Joakim Schultzén. Till skanningen användes mätvolym MV128x35x28mm, upplösning mellan mätpunkterna 0,11mm.
DOI: 10.15468/dl.az7b9w
title: Occurrence Download

description: A dataset containing 14516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Esox americanus Gmelin, 1789"
 ]
}

 The dataset includes 14516 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019330-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.971484
title: Coral-based composite indices of sea surface temperature and salinity variability of the South Pacific Convergence Zone since 1848

description: Coral-based proxy records from four long lived Porites sp. cores along the South Pacific Convergence Zone maximum precipitation diagonal axis (RO2 - Rotuma, 1F - Fiji, TNI2 - Tonga, 2R - Rarotonga) comprise the composite indices SPCZc(coral) describing the oceanographic variability of the region since 1848 CE to 1996 CE. SPCZc composite indices cover the geographic range from 12°29'S, 177°06'E (Rotuma) to 21°14'S, 159°49'W (Rarotonga). Data used in constructing the indices has been published previously (Linsley et al., 2000, 2004, 2008; Wu et al., 2013). Sub-annually resolved (8 to 12 samples per year) d18O, Sr/Ca and reconstructed d18Osw of all corals were monthly interpolated and averaged into composite indices, with calculated standard errors. Sr/Ca and d18Osw composite records were used to reconstruct sea surface temperature (SST) and sea surface salinity (SSS), calibrated against regional composite extended reconstructed sea surface temperature (ERSST, Huang et al., 2017) and SSS data from Delcroix et al. (2011), with calculated Root Mean Squared Error (RMSE) values. Composite indices extend only in the period of overlap with all four cores. This dataset provides sea surface temperature and salinity reconstructions from the South Pacific Convergence Zone extending the instrumental and gridded data products available.
DOI: 10.15468/dl.uzrxbf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melilotus albus Desr.",
 "Year 1980-2025"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019331-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xxh9y
title: Occurrence Download

description: A dataset containing 21102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notropis atherinoides Rafinesque, 1818"
 ]
}

 The dataset includes 21102 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019332-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58119/ulg/174q6g
title: Variations of autonomic arousal mediate the reportability of mind-blanking occurrences

description: Mind-Blanking (MB) is a state of complete absence of any mental content, only recognized by a post-hoc realization that "I was thinking of nothing". Previous work has identified unique brain physiology and network configurations which promote MB reportability. These indices seem to reflect decreased levels of physiological arousal as expressed in terms of reduced cortical excitation. Our project aims to provide a direct link between physiological and cortical arousal and MB occurrence. We will measure MB reports under 3 arousal conditions, baseline, after sleep deprivation (low), and after high-intensity exercise (high). Therefore, using multimodal physiological recordings, experience sampling, and a data-driven decoding approach, we want to examine: 1. how MB response distributions are affected by different levels of arousal 2. if there is a specific brain-body pattern that promotes MB occurrences. This dataset contains all raw data (EEG, ECG, EDA, RSP, EYE -- resampled to EEG sampling rate) in BIDS format, all results dataframes and all machine learning models used in "Variations of autonomic arousal mediate the reportability of mind-blanking occurrences".
DOI: 10.15468/dl.2xm53v
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista holopetala (Fleischm. ex W.D.J.Koch) Bald.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019337-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8k2zw
title: Occurrence Download

description: A dataset containing 14644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyprinella spiloptera (Cope, 1867)"
 ]
}

 The dataset includes 14644 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019338-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c23cwc
title: Occurrence Download

description: A dataset containing 23893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pungtungia herzi Herzenstein, 1892"
 ]
}

 The dataset includes 23893 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019339-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15355868
title: 24_hours time step variation of PV output and Load factor
DOI: 10.5281/zenodo.15355869
title: 24_hours time step variation of PV output and Load factor
DOI: 10.15468/dl.nc8p59
title: Occurrence Download

description: A dataset containing 14915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Percina caprodes (Rafinesque, 1818)"
 ]
}

 The dataset includes 14915 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019340-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15355862
title: AGF212 - Mass Balance

description: Collated stake data (2009-2025) from the AGF 212 Surface Mass Balance group from UNIS 2025
DOI: 10.5281/zenodo.15355863
title: AGF212 - Mass Balance

description: Collated stake data (2009-2025) from the AGF 212 Surface Mass Balance group from UNIS 2025
DOI: 10.15468/dl.bcbxuu
title: Occurrence Download

description: A dataset containing 2688 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodemus peninsulae (Thomas, 1907)"
 ]
}

 The dataset includes 2688 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019342-250426092105405/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.27685629
title: Brain-in-the-Loop Learning for Intelligent Vehicle Decision-Making

description: <br>The inflexible human-autonomy relationship within autonomous driving scenarios still has not realized deep intelligent synergy, therefore unable to provide adaptive and context-sensitive decision-making and sometimes leading to violation of human preferences or even hazards. In this paper, we utilize functional near-infrared spectroscopy (fNIRS) signals as real-time human risk-perception feedback to establish a brain-in-the-loop (BiTL) trained artificial intelligence algorithm for decision-making. The proposed algorithm uses the result of driving risk reasoning as one input of reinforcement learning combining fNIRS-based risk and driving safety field model-based risk, realizing integrating human brain activity into the reinforcement learning scheme, then overcoming the disadvantage of machine-oriented intelligence that could violate human intentions. To achieve policy learning within limited BiTL training periods, we add two modification features to the proposed algorithm based on TD3. The experiment involving twenty participants has been conducted, and the results show that in continuously high-risk driving scenarios, compared to traditional reinforcement learning algorithms without human participation, the proposed algorithm can maintain a cautious driving policy and avoid potential collisions, validated with both proximal surrogate indicators and success rates. This repository contains the experimental dataset and Python code to reproduce the experimental results used in our research on 'Brain-in-the-Loop Learning for Intelligent Vehicle Decision-Making'. Both human subject studies, control groups and ablation studies data are included in this repository. Detailed description of file organization, data structures, requirements could be found in the README.md document.
DOI: 10.5281/zenodo.15313469
title: Original experimental data for the paper "Odd-parity ground state in dilute Yu-Shiba-Rusinov dimers and chains"

description: We provide all original data used in the manuscript "Odd-parity ground state in dilute Yu-Shiba-Rusinov dimers and chains"
DOI: 10.5281/zenodo.15313470
title: Original experimental data for the paper "Odd-parity ground state in dilute Yu-Shiba-Rusinov dimers and chains"

description: We provide all original data used in the manuscript "Odd-parity ground state in dilute Yu-Shiba-Rusinov dimers and chains"
DOI: 10.15468/dl.3sry4g
title: Occurrence Download

description: A dataset containing 1660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bidens bipinnata L., Bidens pilosa var. bipinnata (L.) Hook.fil.)",
 "Year 1980-2025"
 ]
}

 The dataset includes 1660 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019343-250426092105405/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.28943780
title: <b>Evolution of the East Asian Summer Monsoon in the Songnen Plain Revealed by Loess Chroma and Magnetic Susceptibility in Harbin Since 195 ka</b>

description: This document contains details on (1) Magnetization, chromaticity and reconstructed mean annual precipitation (MAP) and mean annual temperature (MAT) of Huangshan section(Table 1). (2) Magnetization, chromaticity, MAP, MAT and longitude and latitude of the sandy land sampling point(Table 2). (3) Fig. S1 is the correlation heat map analysis of various indicators of loess in Harbin(Fig. S1). (4) Fig. S2 shows a comparison of magnetic susceptibility between Harbin loess, Xifeng loess, and Luochuan loess (Fig. S2).
DOI: 10.15468/dl.3xqbh7
title: Occurrence Download

description: A dataset containing 15133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Etheostoma caeruleum Storer, 1845"
 ]
}

 The dataset includes 15133 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019344-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29rzsv
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.50074 43.28983,4.21202 43.45368,4.28339 43.62463,4.07992 43.76705,3.53165 43.74747,3.35115 43.56458,3.50074 43.28983))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Lotus maritimus L."
 ]
}

 The dataset includes 309 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019346-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.