cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fu936k
title: Occurrence Download

description: A dataset containing 3549973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((166.69522 -44.92095,168.42014 -45.91958,172.71429 -43.05985,173.87634 -41.48018,173.23176 -39.67356,171.56132 -41.19875,170.41742 -42.28817,169.73653 -42.89643,166.69522 -44.92095))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3549973 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008307-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpu9tz
title: Occurrence Download

description: A dataset containing 1273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trembleya parviflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1273 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008343-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18463023
title: Dataset of risk assessment for plants over Japan

description: This dataset contains model and chemical reanalysis of risk assessment for plants over Japan. The concentration-based metrics of SUM06, AOT40, and W126 are calculated over each month in 2015 and archived in NetCDF format. The detailed description is presented in the study entitled ‘Development of a high-spatiotemporal-resolution chemical reanalysis dataset of tropospheric ozone toward an accurate risk assessment for plants over Japan’.
DOI: 10.5281/zenodo.18463022
title: Dataset of risk assessment for plants over Japan

description: This dataset contains model and chemical reanalysis of risk assessment for plants over Japan. The concentration-based metrics of SUM06, AOT40, and W126 are calculated over each month in 2015 and archived in NetCDF format. The detailed description is presented in the study entitled ‘Development of a high-spatiotemporal-resolution chemical reanalysis dataset of tropospheric ozone toward an accurate risk assessment for plants over Japan’.
DOI: 10.5281/zenodo.17153435
title: TriAge-Gamified Healthy Aging v1.0: Synthetic Gamified Triadic Dialogues for Healthy-Ageing with Gamification Tags (OA–CG–CA, WHO-Aligned, JSON)

description: TriAge-Gamified Healthy Aging v1.0 is a WHO-aligned, triadic dialogue dataset for healthy-ageing applications, designed for training and evaluating conversational companions on consumer devices. Each conversation involves an OlderAdult (OA), a Caregiver (CG), and a CompanionAgent (CA) and is annotated with gamification semantics (progress and reward tags) to capture goal-directed, micro-quest interactions. Dialogues were generated with gpt-oss-120b (via Ollama) under documented decoding settings and released with all regeneration artefacts (personae, scenarios, prompts) and an open evaluation stack.

Scope and domains

Scenarios are mapped to WHO-aligned domains to enable stratified analysis: Locomotion/Physical Activity, Cognition, Psychological, Relationships, Learn/Grow, Nutrition & Healthy Eating, and Medication Management. Dialogues are short, task-focused, and age-appropriate, emphasizing clear turn-taking and respectful language.

 

What’s inside.





Dataset (ZIP) containing





Dialogues (JSON): one file per conversation with strict structure:

meta (quest_id, persona_id, domain, quest_type, model_id, decoding, provenance hashes);

dialogue (array of turns with {turn_index, role ∈ {OlderAdult,Caregiver,CompanionAgent}, text});

tags (turn-level progress = {goal, challenge, teach_back}; rewards = {points, level, badge, streak}; plus a required terminal_reward or justified no_reward).




Prompts (JSON): archived message payloads for every (quest_id, persona_id) to enable exact regeneration.






Personae (YAML): OlderAdult profiles derived from prior research, with psychosocial, cognitive/physical, technology, and communication-style fields; includes structural controls (target OA turn ratio, max consecutive turns). CG and CA roles are specified by function and policy.




Scenarios (CSV): WHO-aligned ontology with quest type, objectives, success criteria, safety notes, and source_refs for provenance.
DOI: 10.6084/m9.figshare.31043680
title: Archive of metagenome assemblies and annotation data

description: We studied soils irrigated for 50 years and their irrigation water using a metagenomic approach to understand their genetic potential and taxonomic profiles
DOI: 10.6084/m9.figshare.31043680.v1
title: Archive of metagenome assemblies and annotation data

description: We studied soils irrigated for 50 years and their irrigation water using a metagenomic approach to understand their genetic potential and taxonomic profiles
DOI: 10.15468/dl.m4asnm
title: Occurrence Download

description: A dataset containing 39943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lamium maculatum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 39943 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008346-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.16904/envidat.580
title: SPASS - new gridded climatological snow datasets for Switzerland

description: This dataset comprises long-term daily 1 km gridded data of snow water equivalent and snow depth for Switzerland spanning the hydrological years 1962 until 2023. The SWE data were generated using the OSHD temperature index model and subsequent quantile mapping. The snow depth data were derived from the SWE data after applying the SWE2HS conversion algorithm. Details can be found in (doi.org/10.5194/tc-19-4391-2025). The products were developed as part of the SPAtial Snow climatology for Switzerland (SPASS) project, a collaboration between MeteoSwiss and SLF.
description: Resource Title: SWECLQMD_ch01h.swiss.lv95_WY_1962_2023.zip
 Size: 1717734056 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/da0c9ee4-ff02-4848-bc65-cbcaae343636/resource/a5db7556-7a91-413a-8d90-4c02aa2e9e8c/download/sweclqmd_ch01h.swiss.lv95_wy_1962_2023.zip
 Description: Long-term daily 1 km gridded data of snow water equivalent for Switzerland. The SWE data were generated using the OSHD temperature index model and subsequent quantile mapping. Details can be found in (URL will be provided)
description: Resource Title: HSCLQMD_ch01h.swiss.lv95_WY_1962_2023.zip
 Size: 1815467625 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/da0c9ee4-ff02-4848-bc65-cbcaae343636/resource/688d1caf-ed63-4cb8-8579-8c017bb7458c/download/hsclqmd_ch01h.swiss.lv95_wy_1962_2023.zip
 Description: Long-term daily 1 km gridded data of snow depth for Switzerland. The data were by applying the SWE2HS algorithm (doi.org/10.5194/gmd-16-4063-2023) to the SWE dataset, which can also be found in this directory. Details can be found in (URL will be provided)
DOI: 10.15468/dl.j4qg43
title: Occurrence Download

description: A dataset containing 11930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Colibri coruscans",
 "Year 2024-2026"
 ]
}

 The dataset includes 11930 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008348-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxf36x
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triolena amazonica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 236 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008347-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqmja6
title: Occurrence Download

description: A dataset containing 79310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juncus effusus, Juncus effusus, Juncus effusus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 79310 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008311-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zbcqb
title: Occurrence Download

description: A dataset containing 22732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lamium purpureum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 22732 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008349-260129131611470/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.31236346
title: PV Adoption Study Dataset and Python Code – Historical Data, Independent Parameters, Bayesian Analysis, and Optimization Model

description: This repository contains the dataset, Python code, and supporting analysis files for a study on photovoltaic (PV) adoption patterns across different states and system sizes. The dataset includes:<b>Historical installation data</b> per year, per state, and per system size.<b>Nine independent parameters</b> influencing PV adoption <b>Bayesian analysis results</b> from SPSS, including Bayes factors and average correlations.<b>Sensitivity analysis results</b> assessing model parameter effects.<b>Input parameters for Python-based optimization</b> of PV adoption models.The Python code (<code>Appendix_B_Code.py</code>) uses these inputs to reproduce optimization results, supporting transparency and reproducibility of the study.<br>
DOI: 10.6084/m9.figshare.31236346.v1
title: PV Adoption Study Dataset and Python Code – Historical Data, Independent Parameters, Bayesian Analysis, and Optimization Model

description: This repository contains the dataset, Python code, and supporting analysis files for a study on photovoltaic (PV) adoption patterns across different states and system sizes. The dataset includes:<b>Historical installation data</b> per year, per state, and per system size.<b>Nine independent parameters</b> influencing PV adoption <b>Bayesian analysis results</b> from SPSS, including Bayes factors and average correlations.<b>Sensitivity analysis results</b> assessing model parameter effects.<b>Input parameters for Python-based optimization</b> of PV adoption models.The Python code (<code>Appendix_B_Code.py</code>) uses these inputs to reproduce optimization results, supporting transparency and reproducibility of the study.<br>
DOI: 10.15468/dl.q5pryr
title: Occurrence Download

description: A dataset containing 2337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvicapra grimmia",
 "Year 2015-2025"
 ]
}

 The dataset includes 2337 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008350-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nye8qe
title: Occurrence Download

description: A dataset containing 1693953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anser albifrons"
 ]
}

 The dataset includes 1693953 records from 733 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008315-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbp9bw
title: Occurrence Download

description: A dataset containing 3848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Epipedobates machalilla (Coloma, 1995)"
 ]
}

 The dataset includes 3848 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014657-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gemey6
title: Occurrence Download

description: A dataset containing 1957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Vespula germanica (Fabricius, 1793)"
 ]
}

 The dataset includes 1957 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014637-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8euaha
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-96.73549 17.98532,-96.56376 17.98532,-96.56376 18.08293,-96.73549 18.08293,-96.73549 17.98532))",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus mexicanus (Saussure, 1860)"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014638-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57903/uj/dldqhn
title: RUM Project Archive / Urban Religion Archive. Maps: Spatial Analysis

description: A set of maps presenting data collected as part of the RUM Project. The data is visualized through various maps, enabling spatial interpretation of the distribution of religious icons in three cities: Kraków, Lublin, and Gdańsk
DOI: 10.15468/dl.znu5qs
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bistorta griffithii"
 ]
}

 The dataset includes 88 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001574-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj7bpm
title: Occurrence Download

description: A dataset containing 10536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasturtium officinale",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10536 records from 549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001578-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18428275
title: O'QUVCHILARNING TA'LIMGA MOTIVATSIYASINI OSHIRISH USULLARI VA NAZARIYASI

description: Mazkur maqolada o‘quvchilarning ta’lim jarayoniga bo‘lgan motivatsiyasini oshirish masalasi nazariy va amaliy jihatdan tahlil qilinadi. Ta’lim motivatsiyasining psixologik-pedagogik asoslari, ichki va tashqi motivlar tizimi hamda ularning o‘quv faoliyatiga ta’siri ilmiy manbalar asosida yoritilgan. Shuningdek, zamonaviy ta’lim jarayonida qo‘llanilayotgan motivatsiyani oshirish usullari, jumladan, shaxsga yo‘naltirilgan yondashuv, interfaol metodlar, rag‘batlantirish mexanizmlari va o‘quvchilarning individual xususiyatlarini hisobga olish orqali samaradorlikka erishish imkoniyatlari ko‘rib chiqiladi. Tadqiqot natijalari ta’lim jarayonida barqaror va samarali motivatsiyani shakllantirish pedagogik faoliyatning muhim omili ekanligini ko‘rsatadi.
DOI: 10.5281/zenodo.18428274
title: O'QUVCHILARNING TA'LIMGA MOTIVATSIYASINI OSHIRISH USULLARI VA NAZARIYASI

description: Mazkur maqolada o‘quvchilarning ta’lim jarayoniga bo‘lgan motivatsiyasini oshirish masalasi nazariy va amaliy jihatdan tahlil qilinadi. Ta’lim motivatsiyasining psixologik-pedagogik asoslari, ichki va tashqi motivlar tizimi hamda ularning o‘quv faoliyatiga ta’siri ilmiy manbalar asosida yoritilgan. Shuningdek, zamonaviy ta’lim jarayonida qo‘llanilayotgan motivatsiyani oshirish usullari, jumladan, shaxsga yo‘naltirilgan yondashuv, interfaol metodlar, rag‘batlantirish mexanizmlari va o‘quvchilarning individual xususiyatlarini hisobga olish orqali samaradorlikka erishish imkoniyatlari ko‘rib chiqiladi. Tadqiqot natijalari ta’lim jarayonida barqaror va samarali motivatsiyani shakllantirish pedagogik faoliyatning muhim omili ekanligini ko‘rsatadi.
DOI: 10.15468/dl.3qdk9s
title: Occurrence Download

description: A dataset containing 35374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Musaceae"
 ]
}

 The dataset includes 35374 records from 697 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001579-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xgfeu
title: Occurrence Download

description: A dataset containing 1879473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jurengraulis juruensis, Pterengraulis atherinoides, Lycengraulis batesii, Lycengraulis grossidens, Amazonsprattus scintilla, Stolephorus waitei, Thryssa encrasicholoides, Thryssa hamiltonii, Thryssa rastrosa, Thryssa scratchleyi, Lycothrissa crocodilus, Setipinna brevifilis, Setipinna melanochir, Setipinna phasa, Setipinna tenuifilis, Setipinna wheeleri, Coilia borneensis, Coilia brachygnathus, Coilia dussumieri, Coilia grayii, Coilia lindmani, Coilia macrognathos, Coilia mystus, Coilia nasus, Coilia reynaldi, Mugil cephalus, Lutjanus ehrenbergii, Lutjanus endecacanthus, Carcharhinus leucas, Glyphis gangeticus, Glyphis glyphis, Rhizoprionodon acutus, Rhizoprionodon porosus, Ariopsis assimilis, Notarius bonillai, Sciades couma, Sciades herzbergii, Sciades proops, Notarius quadriscutis, Pseudauchenipterus nodosus, Strongylura marina, Strongylura timucu, Clarias platycephalus, Oligoplites palometa, Centropomus ensiferus, Centropomus parallelus, Centropomus pectinatus, Centropomus poeyi, Eucinostomus argenteus, Eucinostomus gula, Eucinostomus melanopterus, Eugerres plumieri, Gerres cinereus, Atractosteus spatula, Atractosteus tristoechus, Lepisosteus oculatus, Lepisosteus osseus, Megalops atlanticus, Dajaus monticola, Mugil curema, Mugil liza, Haemulopsis corvinaeformis, Rhonciscus crocro, Bairdiella chrysoura, Cynoscion acoupa, Cynoscion steindachneri, Anguilla bengalensis, Anguilla labiata, Anguilla bicolor, Anguilla marmorata, Anguilla mossambica, Arius maculatus, Arius africanus, Plicofollis dussumieri, Arius madagascariensis, Plicofollis polystaphylodon, Osteogeneiosus militaris, Atherina breviceps, Atherinomorus lacunosus, Teramulus kieneri, Tylosurus melanotus, Nerophis ophidion, Osmerus eperlanus, Platichthys flesus, Pomatoschistus microps, Sardina pilchardus, Oreochromis aureus, Sarotherodon galilaeus, Coptodon zillii, Oreochromis macrochir, Coptodon rendalli, Oreochromis andersonii, Lutjanus argentimaculatus, Sarotherodon melanotheron, Oreochromis leucostictus, Sarotherodon occidentalis, Oreochromis mortimeri, Oreochromis spilurus, Lutjanus bohar, Oreochromis urolepis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1879473 records from 1214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001553-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/o6g2vv
title: Replication Data for "Natural Disasters and Early Human Development: Hurricane Catarina and Infant Health in Brazil"

description: Files to replicate tables and figures of the manuscript entitled "Natural Disasters and Early Human Development: Hurricane Catarina and Infant Health in Brazil".
DOI: 10.7910/dvn/rncimx
title: Replication Data for: Immigration Threat, Partisanship and Democratic Citizenship: Evidence from the US, UK, and Germany

description: Politicians and media frequently invoke immigration threats to shape public opinion. But how do outgroup threat frames affect norms of citizenship, including behavior, liberal value commitments and national belonging? This paper presents evidence from an embedded vignette survey experiment in three immigrant-receiving societies: United States, United Kingdom, and Germany. I find immigration threats are filtered through partisanship in polarized settings, and asymmetrically affect norms of “good citizenship” among individuals on the partisan left. However, we see variation within this group: Democrats (US) de-value norms of behavior, like voting and being informed, while Labour supports (UK) repudiate liberal norms like tolerance and rally around national belonging. By contrast, in Germany, we observe more consensus in citizenship norm responses. The strong effect of immigration threat framing on the partisan left brings our attention to the strategic use of immigration discourse to move traditionally sympathetic citizens away from democratic civic ideals.
DOI: 10.7910/dvn/tydqcq
title: ASTI Central African Republic database

description: This dataset contains national-level data on financial, human, and institutional resources for agricultural research and development (R&D).
&lt;/br&gt;
&lt;/br&gt;
Accurate, reliable, and internationally comparable quantitative information on investments, human capacity, and the institutional structure of agricultural R&D is fundamental to understanding the contribution of research to agricultural growth in low- and middle-income countries. Providing such data is the mission of IFPRI’s Agricultural Science and Technology Indicators (ASTI) program. Through its large network of national, regional, and international partners, ASTI collects and analyzes data from government, higher education, nonprofit, and (where possible) private-sector agencies involved in agricultural R&D. The program conducts ongoing analysis of these datasets; disseminates the results of this analysis to promote advocacy and support policymaking; and builds national and regional capacity for data collection and analysis.&lt;b&gt;&lt;i&gt;This data was collected in 2014 and made it to Dataverse in 2015.&lt;/i&gt;&lt;/b&gt;
&lt;/br&gt;
&lt;/br&gt;
&lt;Strong&gt;&lt;u&gt;Data File&lt;/u&gt;&lt;/strong&gt;: &lt;a href="http://www.asti.cgiar.org/car"&gt;http://www.asti.cgiar.org/car&lt;/a&gt;
description: Country Level Data