cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.e6aztk
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Castanopsis fargesii",
 "Year 1970-2000"
 ]
}

 The dataset includes 232 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054164-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33xz2m
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Earthworm species in native and planted forests in Brazil"
 ]
}

 The dataset includes 210 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054165-251120083545085/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.30889301
title: Common species of Eastern Australia Code and dataset

description: This repository stores the code and data required to recreate the main text figures and supplementary data of the paper titled The most abundant plant species of Eastern Australia and our knowledge of their traits.
DOI: 10.6084/m9.figshare.30889301.v1
title: Common species of Eastern Australia Code and dataset

description: This repository stores the code and data required to recreate the main text figures and supplementary data of the paper titled The most abundant plant species of Eastern Australia and our knowledge of their traits.
DOI: 10.15468/dl.9d8fr6
title: Occurrence Download

description: A dataset containing 1424 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiophagus hannah"
 ]
}

 The dataset includes 1424 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054166-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17946193
title: A Novel Paradigm: The Extinct Equilibrium Host Theory for Pathogen-Host Mismatch Arising from Ancient Host Extinctions

description: This conceptual paper introduces the Extinct Equilibrium Host Theory (EEHT), positing that many contemporary diseases arise not from inherent pathogenicity but from evolutionary mismatches between pathogens and their current hosts, stemming from the extinction of ancient equilibrium hosts. We formalize this through multidimensional mathematical models, incorporating epidemiological dynamics, evolutionary pressures, and extinction events. Rigorous derivations of equilibrium states, stability analyses, and stochastic extensions are provided. Empirical support is drawn from paleovirology and zoonotic spillover data, with Python-based simulations using real-world rabies virus parameters for reproducibility. Advanced sensitivity analysis, quantitative statistics, Bayesian inference, uncertainty quantification, and falsifiability criteria are integrated. A multi-stage roadmap from experimentation to potential therapeutic manufacturing is outlined. The manuscript is self-contained with all data and code embedded.Keywords: Host-pathogen coevolution, Paleovirology, Zoonotic diseases, Evolutionary mismatch, Extinction dynamics
DOI: 10.5281/zenodo.17946194
title: A Novel Paradigm: The Extinct Equilibrium Host Theory for Pathogen-Host Mismatch Arising from Ancient Host Extinctions

description: This conceptual paper introduces the Extinct Equilibrium Host Theory (EEHT), positing that many contemporary diseases arise not from inherent pathogenicity but from evolutionary mismatches between pathogens and their current hosts, stemming from the extinction of ancient equilibrium hosts. We formalize this through multidimensional mathematical models, incorporating epidemiological dynamics, evolutionary pressures, and extinction events. Rigorous derivations of equilibrium states, stability analyses, and stochastic extensions are provided. Empirical support is drawn from paleovirology and zoonotic spillover data, with Python-based simulations using real-world rabies virus parameters for reproducibility. Advanced sensitivity analysis, quantitative statistics, Bayesian inference, uncertainty quantification, and falsifiability criteria are integrated. A multi-stage roadmap from experimentation to potential therapeutic manufacturing is outlined. The manuscript is self-contained with all data and code embedded.Keywords: Host-pathogen coevolution, Paleovirology, Zoonotic diseases, Evolutionary mismatch, Extinction dynamics
DOI: 10.15468/dl.s4qjgq
title: Occurrence Download

description: A dataset containing 5403 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoring Forest Vegetation and Carbon Change in the Upper Guinea Forest (UGF) - Gola Forest National Park, Wonegizi-Wologizi Forest, Sapo National Park, Grebro-Krahn National Park"
 ]
}

 The dataset includes 5403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054167-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qcgvf
title: CCDC 2513475: Experimental Crystal Structure Determination

description: Related Article: Monika Lutterbeck, Philipp Dietrich, Burkhard Butschke, Wolfgang Seiche|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17945373
title: Plot data for "A fast and frugal Gaussian Boson Sampling emulator"

description: Data used for the plots of "A fast and frugal Gaussian Boson Sampling emulator".

The README inside the zip file explains the uses of the subfolders.
DOI: 10.5281/zenodo.17945372
title: Plot data for "A fast and frugal Gaussian Boson Sampling emulator"

description: Data used for the plots of "A fast and frugal Gaussian Boson Sampling emulator".

The README inside the zip file explains the uses of the subfolders.
DOI: 10.5281/zenodo.14580636
title: A Refined Method for the Simulation of Catchment Rainfall–Runoff Based on Satellite–Precipitation Downscaling

description: The article A Refined Method for the Simulation of Catchment Rainfall–Runoff Based on Satellite–Precipitation Downscaling" deals with the core data and code "
DOI: 10.5281/zenodo.14580635
title: A Refined Method for the Simulation of Catchment Rainfall–Runoff Based on Satellite–Precipitation Downscaling

description: The article A Refined Method for the Simulation of Catchment Rainfall–Runoff Based on Satellite–Precipitation Downscaling" deals with the core data and code "
DOI: 10.15468/dl.2p95je
title: Occurrence Download

description: A dataset listing the 1075 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.41660 -9.24961,142.96478 -9.24961,142.96478 35.75039,30.41660 35.75039,30.41660 -9.24961))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ficus"
 ]
}

 The dataset's 1075 records were derived from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054163-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdg9t5
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "TaxonKey is Cyclobalanopsis glauca",
 "Year 1970-2000"
 ]
}

 The dataset includes 833 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054168-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.33301
title: BiMoS-NCDs composite for supercapacitors
title: BiMoS-NCDs composite for supercapacitors

description: Data of the article associated with a work on BiMoS-NCDs composite for supercapacitors
description: Data of the article associated with a work on BiMoS-NCDs composite for supercapacitors
DOI: 10.57760/sciencedb.32659
title: Code and datasets for "A Cambrian soft-bodied biota after the first Phanerozoic mass extinction"
title: Code and datasets for "A Cambrian soft-bodied biota after the first Phanerozoic mass extinction"

description: R code, source data, along with intermediate and final results.
description: R code, source data, along with intermediate and final results.
DOI: 10.57760/sciencedb.32931
title: Mechanistic Role of Cytoskeletal Proteins in Escherichia coli K1-Induced Pericyte Invasion
title: Mechanistic Role of Cytoskeletal Proteins in Escherichia coli K1-Induced Pericyte Invasion

description: Bacterial meningitis remains a major global public health concern, with Escherichia coli-associated cases showing an increasing incidence. The mechanism by which E. coli K1 crosses the blood–brain barrier via pericytes is poorly understood, necessitating detailed mechanistic investigation. Adhesion and invasion assays were optimized using an in vitro model of human brain vascular pericytes co-cultured with E. coli K1. Cellular architecture was examined using immunofluorescence microscopy, while protein expression dynamics were analyzed using western blotting.
description: Bacterial meningitis remains a major global public health concern, with Escherichia coli-associated cases showing an increasing incidence. The mechanism by which E. coli K1 crosses the blood–brain barrier via pericytes is poorly understood, necessitating detailed mechanistic investigation. Adhesion and invasion assays were optimized using an in vitro model of human brain vascular pericytes co-cultured with E. coli K1. Cellular architecture was examined using immunofluorescence microscopy, while protein expression dynamics were analyzed using western blotting.
DOI: 10.21227/f064-hj21
title: "Volumetric Flask Liquid Level Detection via Improved Unet3+"

description: "In chemical analysis, volumetric adjustment is a crucial step. However, manual volumetric adjustment is inefficient, prone to inaccuracies, and labor-intensive. The key to automating this process lies in accurately determining the liquid level in volumetric flasks. Current techniques for liquid level detection in volumetric flask suffer from low accuracy, and there is a lack of research on dynamic liquid level recognition. To address these issues, we manually annotated a dataset of liquid levels in volumetric flasks during the volumetric adjustment process for the first time. "
DOI: 10.15468/dl.v4dpc4
title: Occurrence Download

description: A dataset containing 745 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Arachnofauna of the tropical dry forest in the Cerro Blanco Protected Forest, Ecuador"
 ]
}

 The dataset includes 745 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054169-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g4ne7
title: Occurrence Download

description: A dataset containing 794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.42769 29.90116,116.86128 29.5757,112.38645 28.54936,107.34849 28.67252,101.84732 29.78097,94.99138 31.71049,87.15015 33.5579,75.44989 32.98315,74.30039 27.68724,71.13927 17.87545,72.19201 11.86989,77.15949 5.99923,85.57324 13.19237,88.48804 10.93443,91.15652 8.47122,95.34398 8.59438,99.07985 5.88484,104.12944 6.21327,109.50745 8.38911,110.94432 13.80818,110.24641 17.05141,114.88546 19.47356,120.67401 23.57892,121.7414 27.43795,120.42769 29.90116))",
 "TaxonKey is Ophiophagus hannah"
 ]
}

 The dataset includes 794 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054170-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvpjha
title: Occurrence Download

description: A dataset containing 6469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Eira"
 ]
}

 The dataset includes 6469 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054171-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5jejs
title: Occurrence Download

description: A dataset containing 15819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aedes albopictus",
 "Year 2000-2025"
 ]
}

 The dataset includes 15819 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054173-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2w2524
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birds of Humaitá Forest Reserve, Acre, Brazil: an important forest fragment in south-west Amazonia"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054172-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lnxa0d
title: Gendered participation in aquaculture production in Myanmar

description: This dataset was collected as part of the SPAITS project, which aimed to improve the adoption of an improved tilapia strain by fish farmers in Myanmar. Using mobile phone interviews, how gender norms and relations influence the ability of the people in the communities to engage in and benefit from aquaculture interventions were investigated. A total of 24 women and men from two different communities in the Ayeyarwady Region were interviewed. Prior to the interviews, verbal consent was obtained from all participants. All of the researchers completed an online training by UNICEF titled “Introduction to Ethics in Evidence Generation”. The researchers also ensured that all ethical standards required are followed throughout the study period.
description: Type: Dataset; Sub-type(s): Other (Gender data)
DOI: 10.15468/dl.p37kdq
title: Occurrence Download

description: A dataset containing 9767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Basilinna xantusii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 9767 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054174-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ce7fs
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((111.34198 -3.05401,111.70812 -3.05401,111.70812 -2.75669,111.34198 -2.75669,111.34198 -3.05401))"
 ]
}

 The dataset includes 325 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054177-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.py5k7z
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new species of Pristimantis (Amphibia, Anura, Strabomantidae) from a montane forest of the Pui Pui Protected Forest in central Peru"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054178-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5610w554
title: MassIVE MSV000100227 - Proteomic analysis of plasma extracellular vesicles in Parkinson's disease patient's and control
title: The identification of differentially expressed protein panels among Indian PD patients using high-throughput proteomics approaches would enable the detection of how brain-specific EV proteins affect disease progression in PD. Since EVs cross the blood-brain barrier, characterizing the protein cargo of circulating EVs will reveal the molecular changes underlying the pathogenesis of PD.
DOI: 10.15468/dl.chxa5e
title: Occurrence Download

description: A dataset containing 4124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is one of (April, July, August, September)",
 "TaxonKey is Tringa glareola",
 "Year 2015-2025"
 ]
}

 The dataset includes 4124 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054180-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33515.40483
title: solo do acre
DOI: 10.5524/102786
title: Supporting data for "Generalizable machine learning models for rapid antimicrobial resistance prediction in unseen healthcare settings"

description: The deployment of machine learning in clinical settings is often hindered by the limited generalizability of the models. Models that perform well during development tend to underperform in new environments, limiting their clinical utility. This issue affects models designed for the rapid identification of antimicrobial resistance, which is essential to guide treatment decisions. Traditional susceptibility tests can take up to three days, whereas integrating MALDI-TOF mass spectrometry with machine learning has the potential to reduce this to one day. However, model performance declines drastically in hospitals or time frames outside the training data. In this study, we use the publicly available DRIAMS dataset-comprising MALDI-TOF mass spectrometry profiles collected across multiple institutions in the Swiss healthcare system-to investigate strategies for improving the generalizability of machine-learning methods for rapid AMR prediction.
DOI: 10.5281/zenodo.17946222
title: Dataset
DOI: 10.5281/zenodo.17946266
title: DAO Analyzer dataset

description: DAO-Analyzer's dataset.


Explore data from Decentralized Autonomous Organizations deployed on the DAOstack, DAOhaus and Aragon platforms.
description: DAO-Analyzer is created under the umbrella of multiple research projects:



Chain Community, funded by the Spanish Ministry of Science and Innovation (RTI2018‐096820‐A‐I00) and led by Javier Arroyo and Samer Hassan

P2P Models, funded by the European Research Council (ERC-2017-STG 625 grant no.: 75920), led by Samer Hassan.

DAOapplications, funded by the Spanish Ministry of Science and Innovation (PID2021-127956OB-I00) and led by Javier Arroyo, Samer Hassan and maria Cruz Valiente
DOI: 10.15468/dl.cnbeg4
title: Occurrence Download

description: A dataset containing 2773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is one of (April, July, August, September)",
 "TaxonKey is Gallinago gallinago",
 "Year 2015-2025"
 ]
}

 The dataset includes 2773 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054181-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e523v
title: Occurrence Download

description: A dataset containing 509282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-74.05561 4.798143, -74.0656 4.798143, -74.06506 4.790044, -74.07506 4.790044, -74.09506 4.790044, -74.09398 4.773847, -74.10398 4.773847, -74.10344 4.765749, -74.11344 4.765749, -74.12344 4.765749, -74.1229 4.757651, -74.1329 4.757651, -74.13236 4.749552, -74.14236 4.749552, -74.14075 4.725257, -74.15075 4.725257, -74.15022 4.717159, -74.17021 4.717159, -74.17075 4.725257, -74.18075 4.725257, -74.18128 4.733356, -74.24128 4.733356, -74.24181 4.741454, -74.25181 4.741454, -74.25235 4.749552, -74.26235 4.749552, -74.26181 4.741454, -74.27181 4.741454, -74.28181 4.741454, -74.28074 4.725257, -74.27074 4.725257, -74.2702 4.717159, -74.2502 4.717159, -74.24967 4.709061, -74.23967 4.709061, -74.23914 4.700963, -74.22914 4.700963, -74.22861 4.692865, -74.18861 4.692865, -74.18808 4.684767, -74.17809 4.684767, -74.17756 4.676669, -74.16756 4.676669, -74.1665 4.660473, -74.1765 4.660473, -74.17597 4.652375, -74.18597 4.652375, -74.18544 4.644277, -74.19544 4.644277, -74.20544 4.644277, -74.20492 4.636179, -74.21491 4.636179, -74.21387 4.619983, -74.22386 4.619983, -74.2223 4.59569, -74.2323 4.59569, -74.23178 4.587593, -74.24177 4.587593, -74.25177 4.587593, -74.2497 4.555202, -74.21971 4.555202, -74.21919 4.547105, -74.2092 4.547105, -74.20868 4.539007, -74.19869 4.539007, -74.1992 4.547105, -74.16921 4.547105, -74.16869 4.539007, -74.1587 4.539007, -74.15818 4.53091, -74.14819 4.53091, -74.14716 4.514715, -74.15716 4.514715, -74.15665 4.506618, -74.13666 4.506618, -74.13615 4.498521, -74.12615 4.498521, -74.12514 4.482326, -74.10514 4.482326, -74.10464 4.474229, -74.09464 4.474229, -74.09565 4.490424, -74.08566 4.490424, -74.08616 4.498521, -74.07617 4.498521, -74.07668 4.506618, -74.08667 4.506618, -74.08769 4.522813, -74.0777 4.522813, -74.07923 4.547105, -74.06924 4.547105, -74.06975 4.555202, -74.05975 4.555202, -74.06078 4.571397, -74.07078 4.571397, -74.07182 4.587593, -74.06182 4.587593, -74.06338 4.611886, -74.05338 4.611886, -74.05495 4.636179, -74.04495 4.636179, -74.04652 4.660473, -74.03653 4.660473, -74.03758 4.676669, -74.02758 4.676669, -74.02811 4.684767, -74.01811 4.684767, -74.02077 4.725257, -74.01077 4.725257, -74.01345 4.765749, -74.02345 4.765749, -74.02399 4.773847, -74.03398 4.773847, -74.03561 4.798143, -74.02561 4.798143, -74.02724 4.822439, -74.05724 4.822439, -74.05561 4.798143))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 509282 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054176-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.