cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s82uh5
title: Occurrence Download

description: A dataset containing 245901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lupinus polyphyllus)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 245901 records from 380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073765-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjezut
title: Occurrence Download

description: A dataset containing 3125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((48.4824 70.94645,25.73122 73.33037,6.81598 70.95914,-9.83538 64.71882,-20.29089 59.28146,-21.45261 34.87023,-5.57573 27.59411,31.4438 27.55962,44.60999 33.2339,55.45274 43.52383,57.38895 56.16097,48.4824 70.94645))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tarsiger cyanurus"
 ]
}

 The dataset includes 3125 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073773-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ptxvlj
title: Replication Data for: Greenwashing the Future? Computational Text Analysis of Environmental Reporting from the Fossil Fuel Industry

description: Achieving net zero greenhouse gas emissions by mid-century is central to climate
policy agendas worldwide. As pressure mounts to show progress towards the energy
transition, an increasing number of companies are committing to climate targets and
risk engaging in “futurewashing”, a new form of misleading communication practice.
Pairing the Net Zero Tracker dataset with a novel text corpus, this research uses
computational methods to analyze forward-looking discourse in the sustainability
reports of 97 fossil fuel companies on the Forbes Global 2000 list. After assessing
climate target characteristics, a conventional keyword-based and more sophisticated
large language model (LLM) approach are compared to capture future focus. This
demonstrates that implementing a dynamic few-shot prompt with Meta’s Llama
3.1 405B model outperforms a custom-made dictionary classifier. Using the LLM, the prevalence of forward-looking statements is identified to measure future focus.
This analysis finds that while future focus tends to be higher for companies with
stronger climate targets, the prevalence of forward-looking statements varies greatly
across the fossil fuel industry and suggests inconsistent messaging at the company
level. Amid the proliferation of climate targets and the development of mandatory requirements for sustainability reporting, quantitative text analysis of corporate climate communication can contribute to an emerging understanding of “futurewashing” and provide empirical insights to inform policy practitioners.
DOI: 10.7910/dvn/vcq1vd
title: Replication Data for: "Are AI Attitudes Ideologically-Aligned? Evidence from Japan and Canada"

description: Despite Japan's embrace of technological innovation, its rate of AI adoption remains surprisingly low. Using 2023 survey data from Japan and Canada, we investigate whether AI attitudes align with traditional left-right ideology. Results show inconsistent patterns: fiscally conservative respondents in Japan report higher AI dread, while self-reported right-leaning Canadians show elevated dread. Yet fiscal conservatives in both countries view AI as more controllable. Japanese respondents cluster around a cautious middle ground, suggesting fear-based messaging may be ineffective. These cross-national differences highlight how cultural contexts mediate ideology-technology relationships, with implications for political communication strategies.
DOI: 10.15468/dl.4s4k7f
title: Occurrence Download

description: A dataset containing 1712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-130.37048 20.85786,-59.62952 20.85786,-59.62952 49.14214,-130.37048 49.14214,-130.37048 20.85786))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Uniomerus tetralasmus"
 ]
}

 The dataset includes 1712 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073775-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/5rksdn
title: Social Media Data

description: Social Media Use Data
DOI: 10.15468/dl.72uyjt
title: Occurrence Download

description: A dataset containing 369580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos, Arthurdendyus triangulatus, Cabomba caroliniana, Callosciurus finlaysonii, Cherax destructor, Corvus splendens, Crassula helmsii, Elodea densa, Eriocheir sinensis, Erythranthe guttata, Faxonius immunis, Faxonius juvenilis, Faxonius rusticus, Faxonius virilis, Gambusia affinis, Heracleum mantegazzianum, Heracleum persicum, Heracleum pubescens, Houttuynia cordata, , Impatiens glandulifera, Koenigia polystachya, Lagarosiphon major, Lepomis gibbosus, Limnoperna fortunei, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Morone americana, Muntiacus reevesi, Myriophyllum aquaticum, Myriophyllum heterophyllum, Pacifastacus leniusculus, Petasites japonicus, Pontederia cordata, Procambarus acutus, Procambarus clarkii, Procambarus virginalis, Pseudorasbora parva, Pycnonotus cafer, Saururus cernuus, Sciurus carolinensis, Sciurus niger, Solenopsis invicta, Solenopsis richteri, Threskiornis aethiopicus, Vespa velutina, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 369580 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073745-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzyg4f
title: Occurrence Download

description: A dataset containing 2944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hybognathus hankinsoni"
 ]
}

 The dataset includes 2944 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073776-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/oelhkg
title: Replication Data for: In situ or ex situ overseas climate adaptation? Public support for immigration and climate aid in the Netherlands

description: Conjoint data on preferences for climate adaptation including climate immigration and climate aid.
DOI: 10.7910/dvn/nfynbr
title: Informality in business from a gender perspective: A literature review

description: Informality in business from a gender perspective: A literature review
DOI: 10.15468/dl.9qmw55
title: Occurrence Download

description: A dataset containing 46708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago polymorpha)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46708 records from 794 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073777-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sf33cy
title: Green Microfinance: Africa’s Path to Resilience

description: Variables Acronyms Definitions References
Access to Clean Water AAwater Proportion of the population without access to clean water, expressed as a percentage, representing vulnerable communities. UNICEF & WHO, 2020: Access to clean water is essential for health and development.
Amounts of Green Microfinance AGMF Amounts of funding granted for ecological projects, expressed in millions of US dollars (USD). Huybrechs et al., 2019: Green microfinance supports sustainable development by improving access to resources.
GDP per Capita GDP Measure of average economic wealth per person, calculated by dividing a country’s total GDP by its total population, expressed in current USD. Gatto & Sadik-Zada, 2022: Higher economic growth fosters the improvement of essential infrastructure.
Household Consumption HH Total consumption expenditures of households and non-profit institutions, expressed in millions of current USD. Cheng & Taghizadeh-Hesary, 2024: Household expenditures influence access to essential services.
CO₂ Emissions COE Total carbon dioxide emissions from human activities, expressed in metric tons. Wang & Xu, 2024: CO₂ emissions affect the availability of water resources through climate change.
Gini Index GinX Statistical measure of income inequality within a population, expressed on a scale from 0 (perfect equality) to 1 (maximum inequality). Ullah & Khan, 2017: High inequality reduces investments in infrastructure.
Poverty Rate PR Proportion of the population living below the poverty line, expressed as a percentage. Guermond et al., 2023: The poverty rate impacts access to essential resources.
Renewable Energy Consumption REC Share of energy consumed from renewable sources, expressed as a percentage. Huybrechs et al., 2019: Investments in renewable energy improve access to sustainable services.
Unemployment Rate Umpt Proportion of the labor force that is unemployed, expressed as a percentage. Maket, 2024: Unemployment limits households' ability to invest in access to essential services.
DOI: 10.15468/dl.z7pg5q
title: Occurrence Download

description: A dataset containing 432288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago lupulina)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 432288 records from 2848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073768-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011878
title: A Phase 2, Randomized, Double-Blind, Placebo-Controlled, Dose-Ranging Study to Evaluate the Safety and Efficacy of ABBV-154 in Subjects With Polymyalgia Rheumatica (PMR) Dependent on Glucocorticoid Treatment

description: Polymyalgia rheumatica (PMR) is an inflammatory disease causing shoulder, hip, and neck pain and stiffness, in adults aged 50 years or older. This study evaluates how safe and effective ABBV-154 is in participants with glucocorticoid-dependent PMR. Adverse events and change in disease activity will be assessed.ABBV-154 is an investigational drug being evaluated for the treatment of PMR. Participants will be randomized into 1 of 4 treatment groups or arms, each arm receiving a different treatment. There is a 1 in 4 chance that a participant will be assigned to placebo. Around 160 participants, of at least 50 years of age, with PMR will be enrolled in the study at approximately 95 sites worldwide.The study is compromised of a 52 week double-blind, placebo-controlled period and a follow-up visit 70 days after the last dose of the study drug. All participants will receive a glucocorticoid taper along with the assigned dose of ABBV-154 or placebo, subcutaneously (SC) every other week (eow).There may be higher treatment burden for participants in this trial compared to their standard of care. Participants will attend regular visits during the study at a hospital or clinic. The effect of the treatment will be checked by medical assessments, blood tests, checking for side effects and completing questionnaires.
DOI: 10.15468/dl.3gwqgj
title: Occurrence Download

description: A dataset containing 952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carica papaya"
 ]
}

 The dataset includes 952 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049990-251009101135966/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.30127045
title: gene2go.txt

description: Supplemental file that attributes GO terms to a given gene ID
DOI: 10.6084/m9.figshare.30127045.v1
title: gene2go.txt

description: Supplemental file that attributes GO terms to a given gene ID
DOI: 10.15468/dl.zspy42
title: Occurrence Download

description: A dataset containing 3301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.49_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Crambidae"
 ]
}

 The dataset includes 3301 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049993-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y6r4w
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Lynx lynx"
 ]
}

 The dataset includes 314 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049994-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t55dtt
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vertebrate Zoology Division - Ornithology, Yale Peabody Museum",
 "Geometry POLYGON((-225.0344 40.3484,-123.97053 40.3484,-123.97053 77.61476,-225.0344 77.61476,-225.0344 40.3484))",
 "HasGeospatialIssue is false",
 "TaxonKey is Fulmarus"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049995-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxt2va
title: Occurrence Download

description: A dataset containing 35403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorbus domestica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35403 records from 632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049992-251009101135966/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.30418054
title: Learner satisfaction bootcamp dataset

description: This dataset is for key factors influencing learning satisfaction among university students enrolled in a bootcamp on Artificial Intelligence and Citizen Development Technologies (AiCiDT).
DOI: 10.6084/m9.figshare.30418054.v1
title: Learner satisfaction bootcamp dataset

description: This dataset is for key factors influencing learning satisfaction among university students enrolled in a bootcamp on Artificial Intelligence and Citizen Development Technologies (AiCiDT).
DOI: 10.6084/m9.figshare.30127048
title: gene_names.txt

description: Supplemental file that attributes gene names to gene IDs
DOI: 10.6084/m9.figshare.30127048.v1
title: gene_names.txt

description: Supplemental file that attributes gene names to gene IDs
DOI: 10.15468/dl.u8z229
title: Occurrence Download

description: A dataset containing 17045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Silurus glanis",
 "Year 2005-2025"
 ]
}

 The dataset includes 17045 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049996-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23720/bt23/2998540
title: BT23 Updates for Med $70

description: BT23 update using the 2025 baseline and starting results in 2024 for Med $70 with updated budgets. Cost updates include: 1) Increased the nitrogen application for the following crops: willow, camelina, carinata, pennycress, and willow. 2) Removed roundup during establishment for the following crops: camelina. 3) Harvest costs were updated because the combine width was adjusted. This affected the following crops: barley, camelina, carinata, corn, oat, pennycress, rice, sorghum, soybean, and wheat. 4) Harvest cost was updated with biomass sorghum because an additional tractor was added to pull the high dump forage wagon, and the wagon width was adjusted to not constrain the harvest operation with the combine. 5) Added poplar in the ag budget database for regions 1 and 13.
DOI: 10.15468/dl.g48kk9
title: Occurrence Download

description: A dataset containing 13792 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The spontaneous flora of Botanical Gardens in Poland 1992-1999"
 ]
}

 The dataset includes 13792 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050001-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27141
title: Chandra X-ray Observatory ObsId 27141

description: Unveiling the connection between AGN and massive gas reservoirs in protoclusters
DOI: 10.15468/dl.nn62ee
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carolus sinemariensis"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050003-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27142
title: Chandra X-ray Observatory ObsId 27142

description: Unveiling the connection between AGN and massive gas reservoirs in protoclusters
DOI: 10.6084/m9.figshare.30142399
title: DEG tables

description: Tables of differentially expressed genes across different conditions as CSV. iso = isolated 6 wpf fish. Down = downregulated genes, up = upregulated genes, all = both down- and upregulated genes.
DOI: 10.6084/m9.figshare.30142399.v1
title: DEG tables

description: Tables of differentially expressed genes across different conditions as CSV. iso = isolated 6 wpf fish. Down = downregulated genes, up = upregulated genes, all = both down- and upregulated genes.
DOI: 10.5517/cc11z0yz
title: CCDC 982171: Experimental Crystal Structure Determination

description: Related Article: Takanori Suzuki, Yuto Sakano, Yusuke Tokimizu, Youhei Miura, Ryo Katoono, Kenshu Fujiwara, Naoki Yoshioka, Nobutaka Fujii, Hiroaki Ohno|2014|Chem.Asian J.|9|1841|doi:10.1002/asia.201402394
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: 10.5517/cc11z0z0
title: CCDC 982172: Experimental Crystal Structure Determination

description: Related Article: Takanori Suzuki, Yuto Sakano, Yusuke Tokimizu, Youhei Miura, Ryo Katoono, Kenshu Fujiwara, Naoki Yoshioka, Nobutaka Fujii, Hiroaki Ohno|2014|Chem.Asian J.|9|1841|doi:10.1002/asia.201402394
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: 10.5517/cc11z102
title: CCDC 982173: Experimental Crystal Structure Determination

description: Related Article: Masoumeh Tabatabaee , Mohamad Reza Nateghi, Reza Mohammadinasab|2015|Monatsh.Chem.|146|1641|doi:10.1007/s00706-015-1446-3
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: 10.5517/cc11z113
title: CCDC 982174: Experimental Crystal Structure Determination

description: Related Article: Yue Zhao, Kai-Cheng Xu, Ying Song|2014|J.Coord.Chem.|67|1121|doi:10.1080/00958972.2014.914180
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: 10.5517/cc11z157
title: CCDC 982178: Experimental Crystal Structure Determination

description: Related Article: Xin Ma, Li-Hua Huo, Zhao-Peng Deng, Tong-Peng Liu, Hui Zhao, Shan Gao|2014|Inorg.Chem.Commun.|43|94|doi:10.1016/j.inoche.2014.02.028
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: 10.5517/cc11z168
title: CCDC 982179: Experimental Crystal Structure Determination

description: Related Article: Xin Ma, Li-Hua Huo, Zhao-Peng Deng, Tong-Peng Liu, Hui Zhao, Shan Gao|2014|Inorg.Chem.Commun.|43|94|doi:10.1016/j.inoche.2014.02.028
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: 10.5517/cc11z18b
title: CCDC 982181: Experimental Crystal Structure Determination

description: Related Article: Shyamaprosad Goswami, Sangita Das, Krishnendu Aich, Prasanta Kumar Nandi, Kakali Ghoshal, Ching Kheng Quah, Maitree Bhattacharyya, Hoong-Kun Fun, Hatem A. Abdel-Aziz|2014|RSC Advances|4|24881|doi:10.1039/C4RA03200D
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.