cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30415807
title: Additional figures and script for the study Projected niche shifts of <i>Prunus cerasifera </i>under climate change scenarios and its consequences

description: In the article we developed species distribution model for cherry plum <i>Prunus cerasifera</i>, and we predicted its climatic optimum under four scenarios developed for the 6th IPCC Assessment Report, i.e. Shared Socioeconomic Pathways (SSPs). These scenarios reflect uncertainties in possible trajectories of climate change mitigation<sup>16</sup>. We chose four scenarios: SSP126 (sustainability, the most optimistic scenario reflecting RCP2.6 from 5<sup>th</sup> report), SSP245 (middle of the road, moderate scenario reflecting RCP4.5), SSP370 (regional rivalry, not used in the 5<sup>th</sup> report), and SSP585 (fossil-fuel based development, the worst possible scenario, reflecting RCP8.5), and two timelines: 2041-2060 and 2061-2080. For each SSP and timeline, we downloaded four versions, based on four (among eight available) different global circulation models (GCMs): IPSL-CM6A-LR (France), MRI-ESM2-0 (Japan), CanESM5 (Canada), and BCC-CSM2-MR (China), to reflect the uncertainty among GCMs, and to account for GCMs developed in different countries.In the set of figures for each tree species we procided four sets of maps:files with averaged_ in filename. Projected habitat suitability in Europe, expressed as continuous variable averaged across four GCMs for each RCP - files with _averaged in the namefiles with uncert_ in filename. Uncertainty of prediction across four GCMs for each RCP and timeframe expressed by SD of predicted habitat suitability for each pixel - files with _uncert in the namefiles with shifts_ in filename. Discretized current and projected range in Europe.<b> </b>Explanations: green+orange – current potential distribution, green – persistence, orange – future range contraction, blue – future range expansion, grey – still unsuitable; files with _sppyears in the nameCurrent climatic suitability (curr.cont - for continuous variables and curr.dist for discretized), predicted continuous climatic suitability (averaged across GCMs), and shifts in distributions (values: -2 = range expansion, -1 = persistence, 0 = no change/absence, 1 = range contraction). All files are in folders for particular tree speciesglupka.shp - raw occurrence data used for development of SDM (glupka is a regional common name in Wielkopolska and Kociewie, from where the majority of Authors come)script_P_cerasifera.R R script with all code used for
DOI: 10.6084/m9.figshare.30415807.v1
title: Additional figures and script for the study Projected niche shifts of <i>Prunus cerasifera </i>under climate change scenarios and its consequences

description: In the article we developed species distribution model for cherry plum <i>Prunus cerasifera</i>, and we predicted its climatic optimum under four scenarios developed for the 6th IPCC Assessment Report, i.e. Shared Socioeconomic Pathways (SSPs). These scenarios reflect uncertainties in possible trajectories of climate change mitigation<sup>16</sup>. We chose four scenarios: SSP126 (sustainability, the most optimistic scenario reflecting RCP2.6 from 5<sup>th</sup> report), SSP245 (middle of the road, moderate scenario reflecting RCP4.5), SSP370 (regional rivalry, not used in the 5<sup>th</sup> report), and SSP585 (fossil-fuel based development, the worst possible scenario, reflecting RCP8.5), and two timelines: 2041-2060 and 2061-2080. For each SSP and timeline, we downloaded four versions, based on four (among eight available) different global circulation models (GCMs): IPSL-CM6A-LR (France), MRI-ESM2-0 (Japan), CanESM5 (Canada), and BCC-CSM2-MR (China), to reflect the uncertainty among GCMs, and to account for GCMs developed in different countries.In the set of figures for each tree species we procided four sets of maps:files with averaged_ in filename. Projected habitat suitability in Europe, expressed as continuous variable averaged across four GCMs for each RCP - files with _averaged in the namefiles with uncert_ in filename. Uncertainty of prediction across four GCMs for each RCP and timeframe expressed by SD of predicted habitat suitability for each pixel - files with _uncert in the namefiles with shifts_ in filename. Discretized current and projected range in Europe.<b> </b>Explanations: green+orange – current potential distribution, green – persistence, orange – future range contraction, blue – future range expansion, grey – still unsuitable; files with _sppyears in the nameCurrent climatic suitability (curr.cont - for continuous variables and curr.dist for discretized), predicted continuous climatic suitability (averaged across GCMs), and shifts in distributions (values: -2 = range expansion, -1 = persistence, 0 = no change/absence, 1 = range contraction). All files are in folders for particular tree speciesglupka.shp - raw occurrence data used for development of SDM (glupka is a regional common name in Wielkopolska and Kociewie, from where the majority of Authors come)script_P_cerasifera.R R script with all code used for
DOI: 10.15468/dl.sppevk
title: Occurrence Download

description: A dataset containing 2120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Hevea",
 "Year 1000-2025"
 ]
}

 The dataset includes 2120 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036837-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kxcuv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus smithersi",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036838-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17849457
title: Stable isotope and elemental data of four Red Sea corals

description: This dataset includes stable isotope (δ¹³C, δ¹⁵N) and elemental (C:N) data of four Red Sea corals namely Stylophora pistillata, Acropora sp., Millepora dichotoma and Tubastrea coccinea, collected over a one year period from April 2022 - February 2023. This dataset has been used in two manuscripts. One is under considerdation at Communications Biology (Hill et al.), and the other is under cosnideration at ISME Communications (Thobor et al.).While both manuscripts are using this dataset, they are investigating very different aspects:  E.g.,Hill et al. is investigating the envrionmental drivers of denitrification across the four Red Sea coral species Stylophora pistillata, Acropora sp., Millepora dichotoma, Tubastrea coccinea).Thobor et al., is investigating adapatation strategies of 2 of the corals (Stylophora pistillata and Millepora dichotoma) to environmental change.

This datatset was collected at the King Abdullah University of Science and Technology in collaboration with the University of Bremen.
DOI: 10.5281/zenodo.17849456
title: Stable isotope and elemental data of four Red Sea corals

description: This dataset includes stable isotope (δ¹³C, δ¹⁵N) and elemental (C:N) data of four Red Sea corals namely Stylophora pistillata, Acropora sp., Millepora dichotoma and Tubastrea coccinea, collected over a one year period from April 2022 - February 2023. This dataset has been used in two manuscripts. One is under considerdation at Communications Biology (Hill et al.), and the other is under cosnideration at ISME Communications (Thobor et al.).While both manuscripts are using this dataset, they are investigating very different aspects:  E.g.,Hill et al. is investigating the envrionmental drivers of denitrification across the four Red Sea coral species Stylophora pistillata, Acropora sp., Millepora dichotoma, Tubastrea coccinea).Thobor et al., is investigating adapatation strategies of 2 of the corals (Stylophora pistillata and Millepora dichotoma) to environmental change.

This datatset was collected at the King Abdullah University of Science and Technology in collaboration with the University of Bremen.
DOI: 10.15468/dl.cc6gn7
title: Occurrence Download

description: A dataset containing 2353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hydrobatidae)",
 "Geometry POLYGON((-25.3605576 -34.8220024,63.4957581 -34.8220024,63.4957581 37.3404121,-25.3605576 37.3404121,-25.3605576 -34.8220024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (Africa)"
 ]
}

 The dataset includes 2353 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036839-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14473/csda/zl3bk7
title: How is the topic of circular economy communicated and perceived on social media? Systematic literature review. 2025

description: Social media is proving to be a key tool for communicating the circular economy (CE), as it enables the dissemination of information, the formation of attitudes, and the involvement of various stakeholder groups. Therefore, this paper focuses on researching the connection between the CE and digital communication on social networks. This paper employed a systematic literature review method, which facilitated the analysis of 42 scientific studies. The results show that social networks, especially X (Twitter), play a significant role in shaping attitudes, identifying barriers, and engaging stakeholders. The most frequently occurring topics are recycling, waste management, energy efficiency, and greenfluencing. The results suggest that CE communication must be transparent, data-driven, and tailored to each country's context to support a shift in consumer behavior towards sustainability. Additionally, social media is a suitable tool for raising awareness of the importance and impact of the circular economy.
description: MS EXCEL, null
DOI: 10.15468/dl.7zhezu
title: Occurrence Download

description: A dataset containing 6263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pholoe minuta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6263 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036840-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnd67f
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Yushania elevata, Yushania flexa, Yushania glauca, Yushania longiuscula, Yushania qiaojiaensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036841-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13859281
title: Resources for "BMF CP 100: Engaging children with nature to cultivate their environmental awareness and protection"

description: The current study is conducted to examine the following research questions:

•    How are Chinese parents’ methods of engaging their children with nature associated with children’s pro-environmental behaviors?•    Do different nature-based engagement methods vary in their effectiveness in fostering children’s pro-environmental behaviors?
DOI: 10.5281/zenodo.17853122
title: Resources for "BMF CP 100: Engaging children with nature to cultivate their environmental awareness and protection"

description: The current study is conducted to examine the following research questions:

•    How are Chinese parents’ methods of engaging their children with nature associated with children’s pro-environmental behaviors?•    Do different nature-based engagement methods vary in their effectiveness in fostering children’s pro-environmental behaviors?
DOI: 10.15468/dl.tghrbr
title: Occurrence Download

description: A dataset containing 30743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 30743 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036843-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.td9gb6
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus trifoliatus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 300 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036842-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e262dh
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon stormi"
 ]
}

 The dataset includes 490 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036844-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r4zkf
title: Occurrence Download

description: A dataset containing 2749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhyacotriton variegatus"
 ]
}

 The dataset includes 2749 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036845-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bde4s
title: Occurrence Download

description: A dataset containing 1085361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fringillidae)",
 "Geometry POLYGON((-25.3605576 -34.8220024,63.4957581 -34.8220024,63.4957581 37.3404121,-25.3605576 37.3404121,-25.3605576 -34.8220024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (Africa)"
 ]
}

 The dataset includes 1085361 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036809-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxh9b2
title: Occurrence Download

description: A dataset listing the 2244 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.3943 43.84346,4.40408 43.83694,4.4431 43.82074,4.49335 43.82074,4.5164 43.83012,4.53295 43.85698,4.53414 43.87872,4.52024 43.90392,4.50281 43.91748,4.4567 43.92174,4.4209 43.91803,4.39371 43.88651,4.3943 43.84346))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2244 records were derived from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036826-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bcz7j
title: Occurrence Download

description: A dataset containing 15102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pholoe pallida",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15102 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036846-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6k34k
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus willardi",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036848-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wmswb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyliidae)",
 "Geometry POLYGON((-25.3605576 -34.8220024,63.4957581 -34.8220024,63.4957581 37.3404121,-25.3605576 37.3404121,-25.3605576 -34.8220024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (Africa)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036847-251120083545085/datasets/export for details.
DOI: 10.18170/dvn/zhntuh
title: Electron observed by MSS-1 during May 2024 storm

description: Electron observed by MSS-1 during May 2024 storm
DOI: 10.15468/dl.8zu76a
title: Occurrence Download

description: A dataset containing 8792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Yushania vigens, Zanthoxylum acanthopodium, Zanthoxylum ailanthoides, Zanthoxylum armatum, Zanthoxylum austrosinense)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8792 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036849-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17646191
title: Potential utilization value of Cordyceps militaris substrate in industrial cultivation

description: This document contains supplementary materials mentioned in the article 'Potential utilization value of Cordyceps militaris substrate in industrial cultivation', as well as all data generated or analyzed during the research period.

 
description: A large number of substrates after harvesting the fruiting bodies of Cordyceps militaris have been discarded or only used as feed and fertilizer. In this study, we aimed to in-vestigate the potential utilization value of residual substrates under industrial cultiva-tion of C. militaris. The bioactive substances in C. militaris fruiting body and substrate were measured and compared. The fruiting body was taken as a reference to better re-flect the internal quality of substrate. Finally, the effects of drying temperature, hu-midity, and time on the retention of C. militaris polysaccharide were studied. In the substrate, the content of polysaccharide was 4.68%, the cordycepic acid content was 7.95%, which were significantly higher than the content in the fruiting body. The con-tent of cordycepin was as high as 1.13%, which was more than 4 times of the fruiting body. The crude fat content was also higher than that in fruiting body. In addition, 17 amino acids were detected in the substrate, including 7 essential amino acids. Moreover, several volatile components with drug properties were detected in the substrate. Finally, the optimum drying parameters of the substrates are as follows: drying temperature, 59℃; humidity, 16%; time, 24 h. This study highlighted the available value of substrate is no less than the fruiting body, which is an ideal food supplement and pharmaceutical agent, which can be served as a good source of healthy substances potentially bioa-vailable for humans.
DOI: 10.15468/dl.y4956e
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus xinanzhongguoensis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036851-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kz9qs
title: Occurrence Download

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

 The dataset includes 126 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036850-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17853055
title: Deep Forensic Remote Sensing: Decoupling Aerodynamic Potential from Realized Surface Emission in a Desiccating Basin via Physically-Guided Deep Learning
DOI: 10.5281/zenodo.17853054
title: Deep Forensic Remote Sensing: Decoupling Aerodynamic Potential from Realized Surface Emission in a Desiccating Basin via Physically-Guided Deep Learning
DOI: 10.15468/dl.n9xhsa
title: Occurrence Download

description: A dataset containing 5053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyliotidae)",
 "Geometry POLYGON((-25.3605576 -34.8220024,63.4957581 -34.8220024,63.4957581 37.3404121,-25.3605576 37.3404121,-25.3605576 -34.8220024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (Africa)"
 ]
}

 The dataset includes 5053 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036852-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zhbmm
title: Occurrence Download

description: A dataset containing 4592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zanthoxylum avicennae, Zanthoxylum bungeanum, Zanthoxylum esquirolii, Zanthoxylum glomeratum, Zanthoxylum integrifolium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4592 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036853-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q27tbz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamna latro Owen, 1853",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006469-240626123714530/datasets/export for details.
DOI: 10.15468/dl.er9btf
title: Occurrence Download

description: A dataset containing 1308 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus calyphyllus Cav."
 ]
}

 The dataset includes 1308 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006470-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7483/opendata.delphi.o1ja.ec4w
title: DELPHI simulation data xs_hzha03pyth6156hattbb_e206.5_m80_m100_ca0_1l_e1
DOI: 10.7483/opendata.delphi.pz1q.m6eu
title: DELPHI simulation data xs_hzha03pyth6156hcee_e206.5_m80.0_ca0_1l_u1
DOI: 10.7483/opendata.delphi.tfoi.cx8y
title: DELPHI simulation data xs_hzha03pyth6156hcee_e206.5_m100.0_la0_1l_u1