cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17979853
title: Territorial information to analize crop and livestock disconnection_reconnection in some world regions

description: This dataset contains information on regions in Spain, France, China, and the USA, used to create spatial maps illustrating crop–livestock disconnection at the county or provincial scale. It was developed as part of the collaboration for the Special Issue Reducing Nitrogen Waste Through Crop and Livestock Reconnection, edited by Luis Lassaletta, Alberto Sanz-Cobeña, Lin Ma, Sheri Spiegal, Corentin Pinsard, Pytrik Reidsma (†), and Val Snow.

URL: https://www.sciencedirect.com/special-issue/109JMKF1W5D

The four datasets included here were used to characterize systems and analyze crop–livestock disconnection in Spain, France, China, and the USA. This work is the result of collaboration among: Luis Lassaletta, Corentin Pinsard, Lin Ma, Sheri Spiegal, Pytrik Reidsma (†), Zhahoai Bai, Alfredo Rodríguez, Val Snow, and Alberto Sanz-Cobeña (19-Dec-2025).
DOI: 10.5281/zenodo.16275329
title: Short RFamide, CFamide and FCamide peptides as novel positive modulators of ASIC 3 with similar potentiating effects but different reversibility

description: Experimental data used in the figures of the manuscript
DOI: 10.15468/dl.nfwxga
title: Occurrence Download

description: A dataset containing 2228002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 5.0",
 "DecimalLatitude is less than or equal to 10.0",
 "DecimalLongitude is greater than or equal to -80.0",
 "DecimalLongitude is less than or equal to -75.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2228002 records from 487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060285-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34877/sasd-2024007
title: Životné prostredie a zmena klímy 2024

description: Online výskum Životné prostredie a zmena klímy 2024 pripravili výskumníci Sociologického ústavu SAV v. v. i. v rámci riešenia projektu VEGA 2/0111/23: Obavy o klímu, ochrana životného prostredia, zelená spotreba: environmentálne témy a verejná mienka na Slovensku. Výskum na vzorke 1000 respondentov sa realizoval na prelome novembra a decembra 2024. Výskumné otázky sa zamerali na témy ako: ochrana životného prostredie, vnímanie zmeny klímy, prechod na zelenú ekonomika, environmentálna spravodlivosť, podpora opatrení na ochranu klímy.
DOI: 10.11588/duerer.online.69452bd3ae8a1
title: Bildnis des Vaters Albrecht Dürers d.Ä., 190119
DOI: 10.15468/dl.hdfxrn
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_0_GID","value":"ARG","matchCase":false},{"type":"equals","key":"GADM_LEVEL_1_GID","value":"ARG.22_1","matchCase":false},{"type":"equals","key":"GADM_LEVEL_2_GID","value":"ARG.22.7_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060306-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nxp5h
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060307-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17986736
title: Evaluating Prompting Approaches for Indoor Navigation with MLLMs

description: Open data results for: The Advantages of Simplicity: Evaluating Prompting Approaches for Indoor Navigation with MLLMsThis paper investigates the capability of multimodal large language models to interpret indoor floorplans and generate human‑like navigation instructions without relying on explicit graph extraction or symbolic spatial representations. We evaluate several prompting strategies, including few‑shot prompting, self‑verification, and multi‑step reasoning, across three real-world environments. A standardized set of navigation queries is used to assess the model’s ability to infer spatial layout, identify points of interest, and produce coherent step‑by‑step directions. Results show that while MLLMs can reliably identify high‑level routes, their performance is significantly affected by map complexity, visual clutter, and orientation ambiguities. Graph‑style map simplification improves accuracy, but persistent errors in left–right reasoning and POI localization highlight fundamental limitations in current MLLM spatial reasoning. We discuss these challenges and outline methodological recommendations for developing more robust LLM‑based indoor navigation systems.
DOI: 10.17605/osf.io/qz29f
title: Implicit power motive, affect and gross-motor skill learning in a contest scenario

description: Data files and analysis scripts for results reported in the following publication:

Steib S., Rettig-Hiebsch S., Schöttner H., Gabduliyanova A., Theil F., Wanner P., Köllner M. G. (2026). Implicit power motive, affect, and gross-motor skill learning in a contest scenario. Performance Enhancement & Health.
DOI: 10.5281/zenodo.17986747
title: Replication material for paper "McGrath (2015): Estimating Onsets of Binary Events in Panel Data. Political Analysis. DOI: 10.1093/pan/mpv019"

description: Replication material for paper "McGrath (2015): Estimating Onsets of Binary Events in Panel Data. Political Analysis. DOI: 10.1093/pan/mpv019"
DOI: 10.5281/zenodo.17986748
title: Replication material for paper "McGrath (2015): Estimating Onsets of Binary Events in Panel Data. Political Analysis. DOI: 10.1093/pan/mpv019"

description: Replication material for paper "McGrath (2015): Estimating Onsets of Binary Events in Panel Data. Political Analysis. DOI: 10.1093/pan/mpv019"
DOI: 10.15468/dl.ems7zr
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anchoa lucida",
 "Year 2000-2025"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060312-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spwske
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_0_GID","value":"ARG","matchCase":false},{"type":"equals","key":"GADM_LEVEL_1_GID","value":"ARG.22_1","matchCase":false},{"type":"equals","key":"GADM_LEVEL_2_GID","value":"ARG.22.8_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060313-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17986699
title: CheckMyName source database

description: This is the source dataset for the CheckMyName webservice. The data was aggregated and curated as part of the European TETTRIs (Transforming European Taxonomy through Training, Research, and Innovations) project.
DOI: 10.5281/zenodo.17986700
title: CheckMyName source database

description: This is the source dataset for the CheckMyName webservice. The data was aggregated and curated as part of the European TETTRIs (Transforming European Taxonomy through Training, Research, and Innovations) project.
DOI: 10.15468/dl.mb8j3f
title: Occurrence Download

description: A dataset containing 32143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchis mascula mascula"
 ]
}

 The dataset includes 32143 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060314-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17986779
title: Evaluating Prompting Approaches for Indoor Navigation with MLLMs

description: Open data results for: The Advantages of Simplicity: Evaluating Prompting Approaches for Indoor Navigation with MLLMsThis paper investigates the capability of multimodal large language models to interpret indoor floorplans and generate human‑like navigation instructions without relying on explicit graph extraction or symbolic spatial representations. We evaluate several prompting strategies, including few‑shot prompting, self‑verification, and multi‑step reasoning, across three real-world environments. A standardized set of navigation queries is used to assess the model’s ability to infer spatial layout, identify points of interest, and produce coherent step‑by‑step directions. Results show that while MLLMs can reliably identify high‑level routes, their performance is significantly affected by map complexity, visual clutter, and orientation ambiguities. Graph‑style map simplification improves accuracy, but persistent errors in left–right reasoning and POI localization highlight fundamental limitations in current MLLM spatial reasoning. We discuss these challenges and outline methodological recommendations for developing more robust LLM‑based indoor navigation systems.
DOI: 10.17026/ar/je1emr
title: PAN-00153114 - coarse ware pitcher type Niederb. 98

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00153114&lt;/p&gt;
description: Modified: 2025-11-19T10:20:17+01:00
DOI: 10.15468/dl.5c42y6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_0_GID","value":"ARG","matchCase":false},{"type":"equals","key":"GADM_LEVEL_1_GID","value":"ARG.22_1","matchCase":false},{"type":"equals","key":"GADM_LEVEL_2_GID","value":"ARG.22.9_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060315-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq3d9p
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa pigra"
 ]
}

 The dataset's 26 records were derived from 537 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060303-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/rwetgq
title: PAN-00181397 - bronze spearhead/lancehead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00181397&lt;/p&gt;
description: Modified: 2025-11-18T13:23:21+01:00
DOI: 10.5281/zenodo.17978154
title: Dataset_[publikacja - PCN-222 thin film on ceramic foam for removal of disinfection by-products by sorption and photocatalysis under visible light, poster-Desinfection by-products removal using metal organic frameworks (MOFs)]
DOI: 10.5281/zenodo.17978155
title: Dataset_[publikacja - PCN-222 thin film on ceramic foam for removal of disinfection by-products by sorption and photocatalysis under visible light, poster-Desinfection by-products removal using metal organic frameworks (MOFs)]
DOI: 10.34740/kaggle/dsv/14223323
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5285/45a94767-facd-1e6b-e063-7086abc0407e
title: Natural plankton respiration measured by INT reduction method from ice and interfacial samples collected during RRS Sir David Attenborough cruise SD035 in the Southern Ocean in February 2024 as part of the PICCOLO project v.2

description: Microbial community respiration (MCR) and the apportionment of this respiration to size classes is important for an understanding of the cycling of carbon through the marine foodweb and thus climate mediation. However, the proportion of MCR attributable to different size classes of plankton is not fully known. This dataset includes total and size-fractionated respiration rates determined as the production of formazan by the cellular electron transport system measured by the INT reduction method. Discrete interfacial seawater samples were taken from below floes 8 and 9 and ice samples were taken from free floating brown ice. These samples were taken by scientists from the University of East Anglia in February 2024 during the NERC-funded PICCOLO cruise SD035 in the Southern Ocean. Current version 2 reflects time corrections from previous submitted version.
DOI: 10.15468/dl.cvnrkm
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_0_GID","value":"ARG","matchCase":false},{"type":"equals","key":"GADM_LEVEL_1_GID","value":"ARG.22_1","matchCase":false},{"type":"equals","key":"GADM_LEVEL_2_GID","value":"ARG.22.10_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060316-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnmv24
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabdophis nuchalis (Boulenger, 1891)"
 ]
}

 The dataset includes 188 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0422803-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9y7sc
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didymopanax auratus (Fiaschi) Fiaschi & G.M.Plunkett"
 ]
}

 The dataset includes 51 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015779-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtse36
title: Occurrence Download

description: A dataset containing 1860 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus oleifolius D.Don"
 ]
}

 The dataset includes 1860 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218360-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g76pv
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Idioscopus nitidulus (Walker, 1869)"
 ]
}

 The dataset includes 69 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043969-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqdvz5
title: Occurrence Download

description: A dataset containing 948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macropus rufus (Desmarest, 1822)"
 ]
}

 The dataset includes 948 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273486-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gnkph
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104 28,111 28,111 33,104 33,104 28))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eothenomys melanogaster (Milne-Edwards, 1871)"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132618-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyg7xb
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvadora lemniscata (Cope, 1895)"
 ]
}

 The dataset includes 301 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280142-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzscam
title: Occurrence Download

description: A dataset containing 680232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence)",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate rounded, Country derived from coordinates, Continent derived from country, Continent derived from coordinates)",
 "TaxonKey is Cirsium arvense (L.) Scop.",
 "Year 1980-2023"
 ]
}

 The dataset includes 680232 records from 2299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132670-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3x85t
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Euphorbia L.",
 "Geometry POLYGON((29.76451 -26.09643, 32.1599 -26.09643, 32.1599 -22.51877, 29.76451 -22.51877, 29.76451 -26.09643))"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037741-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwzcuh
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bupleurum chinense, Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense Franch., Bupleurum chinense Franch., Bupleurum chinense Franch., 1883, Bupleurum chinense, Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense Franch., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense DC., Bupleurum chinense Franch., Bupleurum chinense Franch., Bupleurum chinense Franch., Bupleurum chinense DC., 1830, Bupleurum falcatum L., Bupleurum togasii Kitag., Bupleurum togasii Kitag., Bupleurum vanheurckii Müll.Arg., Bupleurum octoradiatum Bunge, Bupleurum octoradiatum Bunge, Bupleurum vanheurckii Müll.Arg., Bupleurum pekinense Franch. ex Hemsl., Bupleurum jeholense Nakai, Bupleurum vanheurckii Müll.Arg., Bupleurum pekinense Franch. ex Hemsl., Bupleurum pekinense Franch. ex Hemsl., Bupleurum octoradiatum Bunge, Bupleurum vanheurckii Müll.Arg., Bupleurum togasii Kitag., Bupleurum pekinense Franch. ex Forbes & Hemsl., Bupleurum jeholense Nakai, Bupleurum pekinense Franch. ex Hemsl., Bupleurum octoradiatum Bunge, Bupleurum octoradiatum Bunge, Bupleurum togasii Kitag., Bupleurum vanheurckii Müll.Arg., Bupleurum pekinense Franch., Bupleurum vanheurckii Müll.Arg., Bupleurum octoradiatum Bunge, Bupleurum pekinense Franch. ex Forbes & Hemsl., Bupleurum togasii Kitag., Bupleurum togasii Kitag.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 816 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037743-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15645435
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz 'COVID-19-Hospitalisierungen' werden die aktuellen Zahlen der nach den Vorgaben des Infektionsschutzgesetzes - IfSG - erfassten hospitalisierten COVID-19-Fälle bereitgestellt.
Um den Trend der Anzahl von Hospitalisierungen und der 7-Tage-Hospitalisierungsinzidenz besser bewerten zu können, wird die berichtete Hospitalisierungsinzidenz um eine Schätzung der zu erwartenden Anzahl an verzögert berichteten Hospitalisierungen ergänzt. Neben den Daten der gemeldeten COVID-19-Hospitalisierungen auf Bundes- und Länderebene wird daher ein Nowcasting der Anzahl hospitalisierter Fälle und der 7-Tage-Hospitalisierungsinzidenz auf Bundesebene durchgeführt. Ziel ist die Schätzung der Anzahl von hospitalisierten COVID-19-Fällen mit Meldedatum innerhalb der sieben vorhergehenden Tage - inklusive der noch nicht an das RKI berichteten Hospitalisierungen. Aufbauend auf dem Nowcasting wird eine Schätzung der adjustierten 7-Tage-Hospitalisierungsinzidenz durchgeführt.