cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14217191
title: Tourists' perceptions of nature and its non-material contributions to people at Mount Kilimanjaro, Tanzania using Twitter posts

description: This dataset was collected as part of the Kili-SES research unit (https://kili-ses.senckenberg.de/ ), Subproject 2, Work Package 2, which focuses on understanding the elements of nature that support non-material contributions, such as aesthetic enjoyment, recreation, and spirituality. Using the NCP paradigm, non-material contributions of nature to people (NCP) were identified through an inductive approach, together with the entities of nature (EN) mentioned in Twitter posts.This dataset was collected in October 2021 using the R package academictwitteR with Twitter’s official Application Programming Interface keys (API; https://developer.twitter.com/en/docs). These are publicly available Tweets targeting Mount Kilimanjaro National Park (Tanzania) and its surroundings from 10 years (April 2011 to June 2021). Data were manually filtered and cleaned to preserve tourists' Tweets of their nature experiences at Mount Kilimanjaro, Tanzania. We employed an inductive coding approach to prevent an a priori categorization of tourists' perceived non-material NCP, resulting in a total of 15 non-material NCP context-specific sub-categories which can be linked back to the generalizing categories of the IPBES framework (2019). We classified the terms that tourists used to refer to nature into different broader (e.g., biotic, abiotic) and more specific sub-categories (e.g., mammal, plant, insect, reptiles, geological, hydrological) resulting in 15 sub-categories for entities of nature, and two human-made features (e.g., infrastructure and cultural). The final dataset contains 1255 entries, and each observation represents a Tweet that contains at least one non-material nature's contributions to people (non-material NCP) and one entity of nature perceived by an individual. For more details please refer to the Metadata.htm document. To understand the dataset of 62 columns and 1255 observations (kilimanjaro_perception_NCPEN_dataset.csv), please refer to the README.txtIn this repository you will also find an R script (kili_perception_code.R). We recommend opening the scripts in Rstudio as this will allow to automatically install the packages used. Install suggested packages, and run the script.

This work was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), Research Unit 5064: “The role of nature for human well-being in the Kilimanjaro Social-Ecological System (Kili-SES)”. Project Number 428658210
DOI: 10.5281/zenodo.15672071
title: data_mentah
DOI: 10.5281/zenodo.15672072
title: data_mentah
DOI: 10.15468/ggfbvv
title: Distribtution data from European non-native flatworm species belonging to Geoplaninae and Bipaliinae up to Nov 2024

description: Spatiotemporal distribution of selected species of non-native land flatworms (Geoplaninae and Bipaliinae) in the Netherlands, and their current distribution and introduction pathways in a pan-European perspective.
DOI: 10.5281/zenodo.15671256
title: Dataset and code
DOI: 10.5281/zenodo.15671257
title: Dataset and code
DOI: 10.6084/m9.figshare.29245595.v1
title: TE DAIRY TABLE.doc

description: The table regarding various management parameters.
DOI: 10.6084/m9.figshare.29245595
title: TE DAIRY TABLE.doc

description: The table regarding various management parameters.
DOI: 10.15468/dl.8j34va
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "Locality is Borge Kapell, Fredrikstad, Øs",
 "Month is November",
 "TaxonKey is Cordyceps militaris (L.) Link",
 "Year 2020-2020"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048588-250525065834625/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.29326694
title: Additional file<b> </b>S1&S2

description: we employed the Illumina Goat SNP70K BeadChip to investigate the occurrence and distribution of runs of homozygosity (ROH) in 384 Inner Mongolia Cashmere goats (Erlangshan subtype), estimated genome-based inbreeding coefficients and identified genomic regions with high-frequency ROH occurrences.
DOI: 10.6084/m9.figshare.29326694.v1
title: Additional file<b> </b>S1&S2

description: we employed the Illumina Goat SNP70K BeadChip to investigate the occurrence and distribution of runs of homozygosity (ROH) in 384 Inner Mongolia Cashmere goats (Erlangshan subtype), estimated genome-based inbreeding coefficients and identified genomic regions with high-frequency ROH occurrences.
DOI: 10.5281/zenodo.14288616
title: Replication package for "Quantifying the Benefits of Labor Mobility in a Currency Union"

description: House, C. L., Proebsting, C., & Tesar, L. L. (2018). Quantifying the benefits of labor mobility in a currency union.

This replication package reproduces figures and tables in the main body of the text as well as the online appendix.
DOI: 10.5281/zenodo.14288617
title: Replication package for "Quantifying the Benefits of Labor Mobility in a Currency Union"

description: House, C. L., Proebsting, C., & Tesar, L. L. (2018). Quantifying the benefits of labor mobility in a currency union.

This replication package reproduces figures and tables in the main body of the text as well as the online appendix.
DOI: 10.17877/tudodata-2025-mbuqkhnh
title: W. A. Mozart's 24 Thoroughbass Exercises for his Pupil, Thomas Attwood: A Pedagogical Edition

description: This is a pedagogical edition of W. A. Mozart's 24 thoroughbass exercises for his pupil, Thomas Attwood. Editorial text appears in square brackets. The files are given in PDF, Sibelius, and musicxml formats.
DOI: 10.15468/dl.4zm8xt
title: Occurrence Download

description: A dataset containing 914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Athyrium brevifrons Tagawa"
 ]
}

 The dataset includes 914 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048589-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvnymd
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ablepharus alaicus Elpatjevsky, 1901"
 ]
}

 The dataset includes 67 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048590-250525065834625/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.29322326
title: Data file

description: Data of dairy farms.
DOI: 10.6084/m9.figshare.29322326.v1
title: Data file

description: Data of dairy farms.
DOI: 10.15468/dl.nxagqy
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Prosotas noreia (Felder, 1868)"
 ]
}

 The dataset includes 65 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048591-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72utwv
title: Occurrence Download

description: A dataset containing 27320 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sampling Event and Occurrence Records of Dung Beetles (Coleoptera: Scarabaeidae: Scarabaeinae) from Sabah, Malaysia Borneo"
 ]
}

 The dataset includes 27320 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048592-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15606637
title: The mentoring relationship in the grandmother-granddaughter dyad and  granddaughters' personal identity and grandmothers' generativity - the role of  empathy
DOI: 10.5281/zenodo.15606638
title: The mentoring relationship in the grandmother-granddaughter dyad and  granddaughters' personal identity and grandmothers' generativity - the role of  empathy
DOI: 10.15468/dd.r7r66z
title: Source of edible fungi

description: Agaricus bisporus 
Cordyceps cicadae
Cordyceps militaris
DOI: 10.15468/dl.rjbky5
title: Occurrence Download

description: A dataset containing 41824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.30.4_1",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 41824 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048593-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.249bue
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Ionolyce helicon (Felder, 1860)"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048594-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d89aak
title: Occurrence Download

description: A dataset containing 776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((103.52683 24.41906,172.26949 24.41906,172.26949 51.87585,103.52683 51.87585,103.52683 24.41906))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron mucronulatum Turcz."
 ]
}

 The dataset includes 776 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048596-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enahka
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048598-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.16456
title: Dataset for: The Moderating Role of Stress in the Relationship Between Attachment and Relationship Satisfaction Among Cohabiting Couples in the Philippines

description: Previous studies have suggested that cohabiting couples are at higher risk of insecure attachment and relationship dissatisfaction and the link between these variables point to various behavioral and relational patterns associated with insecure attachment orientations. Guided by the Diathesis Stress Process Model of Attachment, the present study contextualizes previous study findings by testing the moderating role of stress between attachment and relationship satisfaction. An online survey via online panel was conducted among 415 individuals in cohabiting relationships, aged 18-42, who were residing in the Greater Manila Area. Accounting for various statistical controls, hierarchical multiple regression and slopes analyses revealed that acute external stress moderated between attachment anxiety and relationship satisfaction, whereas chronic internal stress moderated between attachment avoidance and relationship satisfaction. Implications for clinical practice and future avenues for research are discussed.
DOI: 10.15468/dl.n5c99e
title: Occurrence Download

description: A dataset containing 1013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Caleta decidia"
 ]
}

 The dataset includes 1013 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048600-250525065834625/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.28375322.v2
title: Chromosome-level genome assembly of starry flounder (<i>Platichthys stellatus</i>)

description: Starry flounder (Platichthys stellatus) is widely distributed in the coastlines of the North Pacific. As a euryhaline flatfish, it can adapt to a wide range of environmental salinity ranging from freshwater to seawater. Here, we obtained a high-quality chromosome-scale starry flounder genome assembly using a combination of short-reads sequencing, PacBio HiFi sequencing, and Hi-C sequencing technologies. The final genome assembly was 643.56 Mb with contig N50 and scaffold N50 length of 10.00 Mb and 26.19 Mb, respectively.
DOI: 10.15468/dl.2ykbvh
title: Occurrence Download

description: A dataset containing 7156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.452741031412604 48.25596595182716, 16.608282203317362 48.24674945208774, 16.622035274722613 48.35139101198203, 16.466174699362924 48.36062957538147, 16.452741031412604 48.25596595182716))"
 ]
}

 The dataset includes 7156 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048601-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxf9d9
title: Occurrence Download

description: A dataset listing the 25153 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset's 25153 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048595-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15496319
title: Quasiparticle gap renormalization driven by internal and external screening in WS2 device

description: Datasets that underpin the figures in the manuscript.
DOI: 10.5281/zenodo.15496320
title: Quasiparticle gap renormalization driven by internal and external screening in WS2 device

description: Datasets that underpin the figures in the manuscript.
DOI: 10.15468/dl.gwfmm6
title: Occurrence Download

description: A dataset listing the 1343 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 1343 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048597-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/wfhr-9818
title: "Optimization of Adversarial Resilience in Combat Kill-Web under Sabotage"

description: "Data for article titled \"Optimization of Adversarial Resilience in Combat Kill-Web under Sabotage\"."
DOI: 10.34740/kaggle/dsv/12180825
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.24403/jp.1472235
title: Emig, Joachim ; Leppin, Volker ; Schirmer, Uwe (Hg.): Vor- und Frühreformation in thüringischen Städten (1470-1525/30). - Quellen und Forschungen zu Thüringen im Zeitalter der Reformation , Bd. 1. - Köln ; Weimar ; Wien : Böhlau Verlag, 2013 / [rezensiert von] Andreas Lindner
DOI: 10.58132/eytwjd
title: Experimental research data for the article: "Electroactive and thermoresponsive hybrid microgel on gold surface for electrochemically controlled release of active substance"

description: The collection comprises experimental research data obtained during studies on a thermoresponsive and electroactive hybrid microgel immobilized on an electrode surface, developed as a platform for the electrochemically induced release of positively charged model compounds. The physical and chemical properties of the microgel were thoroughly characterized using dynamic light scattering (DLS), transmission electron microscopy (TEM), energy-dispersive X-ray spectroscopy (EDS), and electrochemical techniques. The processes of microgel immobilization and dye incorporation were monitored using quartz crystal microbalance with dissipation monitoring (QCM-D). The electrochemical properties were examined using cyclic voltammetry. The electrochemically triggered release of dye from the microgel monolayer on the electrode surface was monitored by UV-Vis spectroscopy.The dataset consists of files described in attached readme.txt file.
DOI: 10.18715/ipgp.2025.mbalhq16
title: Earthquakes below the North Flank of Piton des Neiges volcano, La Réunion

description: This catalog compiles seismicity beneath the north flank of Piton des Neiges volcano, La Réunion, recorded between 2013 and 2022. It provides origin times and hypocenter locations for earthquakes detected using a template matching approach and relocated with GrowClust3D. Focal mechanisms were determined from P-wave polarities using the HASH algorithm; only solutions with quality grades A and B are included. Most events are located on a northeast-dipping reverse fault within the oceanic crust. The catalog is available in QuakeML and CSV formats (single file for the entire dataset). For further details, refer to Firode et al. (2024).
DOI: 10.6084/m9.figshare.28307198
title: Natural experiments from Earth Hour reveal urban night sky being drastically lit up by few decorative buildings

description: raw data and code for replication of analysis
DOI: 10.6084/m9.figshare.28307198.v3
title: Natural experiments from earth hour reveal urban night sky being drastically lit up by few decorative buildings

description: raw data and code for replication of analysis
DOI: 10.6084/m9.figshare.28307198.v4
title: Natural experiments from Earth Hour reveal urban night sky being drastically lit up by few decorative buildings

description: raw data and code for replication of analysis
DOI: 10.15468/dl.9udju4
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Caleta elna"
 ]
}

 The dataset includes 254 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048602-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqexag
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((72.47908 22.91544,72.59448 22.91502,72.59622 23.01137,72.47783 23.01105,72.47908 22.91544))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048603-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za7zuu
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Rhododendron barbatum Wall. ex G.Don",
 "Year 1970-2025"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048604-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15387525
title: Data from "Soft matter mechanics of immune cell aggregates"

description: Data and example of raw experimental movie from "Soft matter mechanics of immune cell aggregates", Askari et al. (2025).

Short details about all files:



20231002 11_Fig2C.avi is an example of a raw experimental movie.

20231002 11_Fig2C.txt contains all experimental details needed to analyse the above movie.

CD25_Fig1D.xlsx contains the data needed to replot Fig. 1d in the manuscript.

CD69_Fig1C.xlsx contains the data needed to replot Fig. 1c in the manuscript.

Cells Data FINAL.xlsx contains all experimental data from the stretching experiements.

DATA_Fig2C.txt contains the data needed to replot Fg. 2c in the manuscript (column 1: strain, column 2: stress in Pa).

FigS2.xlsx contains the data needed to replot Fig. S2 in the manuscropt.
DOI: 10.5281/zenodo.15320447
title: ASAP-Polaris-OpenADMET blind challenge data

description: Raw datasets for the ASAP-Polaris-OpenADMET blind challenge.

The crystallography experiments for the challenge were performed by the University of Oxford and Diamond Light Source. See dx.doi.org/10.17504/protocols.io.ewov194x7lr2/v1 and dx.doi.org/10.17504/protocols.io.kqdg326y7v25/v1 for the crystallography conditions for MERS-CoV and SARS-CoV-2 respectively.

In-vitro inhibition assays (potency) for thechallenge were performed by the Weizmann Institute of Science. See dx.doi.org/10.17504/protocols.io.8epv5rzm4g1b/v1 and dx.doi.org/10.17504/protocols.io.81wgbye9nvpk/v4 for the experimental conditions for MERS-CoV and SARS-CoV-2 respectively.ADMET assays for this sub-challenge were performed by Bienta with protocols for microsomal stability: dx.doi.org/10.17504/protocols.io.5qpvokdb9l4o/v1  Kinetic Solubility (KSOL): dx.doi.org/10.17504/protocols.io.j8nlk8y41l5r/v1, Permeability: dx.doi.org/10.17504/protocols.io.n2bvjne6ngk5/v1 and  LogD: dx.doi.org/10.17504/protocols.io.e6nvw14kdlmk/v1 at each respective link
DOI: 10.5281/zenodo.15582067
title: ASAP-Polaris-OpenADMET blind challenge data

description: Raw datasets for the ASAP-Polaris-OpenADMET blind challenge.

The crystallography experiments for the challenge were performed by the University of Oxford and Diamond Light Source. See dx.doi.org/10.17504/protocols.io.ewov194x7lr2/v1 and dx.doi.org/10.17504/protocols.io.kqdg326y7v25/v1 for the crystallography conditions for MERS-CoV and SARS-CoV-2 respectively.

In-vitro inhibition assays (potency) for thechallenge were performed by the Weizmann Institute of Science. See dx.doi.org/10.17504/protocols.io.8epv5rzm4g1b/v1 and dx.doi.org/10.17504/protocols.io.81wgbye9nvpk/v4 for the experimental conditions for MERS-CoV and SARS-CoV-2 respectively.ADMET assays for this sub-challenge were performed by Bienta with protocols for microsomal stability: dx.doi.org/10.17504/protocols.io.5qpvokdb9l4o/v1  Kinetic Solubility (KSOL): dx.doi.org/10.17504/protocols.io.j8nlk8y41l5r/v1, Permeability: dx.doi.org/10.17504/protocols.io.n2bvjne6ngk5/v1 and  LogD: dx.doi.org/10.17504/protocols.io.e6nvw14kdlmk/v1 at each respective link
DOI: 10.15468/dl.dg8jhf
title: Occurrence Download

description: A dataset containing 41824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.30.4_1",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 41824 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048605-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15580734
title: data for enzyme-gated network expansion
DOI: 10.5281/zenodo.15580735
title: data for enzyme-gated network expansion