cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4j2gvk
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Country is Western Sahara",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 841 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006274-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15131042
title: Corpus of Wangerooge Frisian

description: This repository contains the Corpus of Wangerooge Frisian (CWF), a corpus resource containing the extant textual documentation of Wangerooge Frisian. The documentation was collected in the period 1807–1935 and contains more than 100,000 words of running text. For information on the content and structure of the corpus, see the README. For more information on Wangerooge Frisian in general, see e.g. the introduction to this paper: https://doi.org/10.5281/zenodo.7775494
DOI: 10.5281/zenodo.15131043
title: Corpus of Wangerooge Frisian

description: This repository contains the Corpus of Wangerooge Frisian (CWF), a corpus resource containing the extant textual documentation of Wangerooge Frisian. The documentation was collected in the period 1807–1935 and contains more than 100,000 words of running text. For information on the content and structure of the corpus, see the README. For more information on Wangerooge Frisian in general, see e.g. the introduction to this paper: https://doi.org/10.5281/zenodo.7775494
DOI: 10.6084/m9.figshare.28648817
title: theRmalUAV Data

description: Data to test the theRmalUAV R package for cleaning and correcting thermal UAV data for accurate land surface temperatures.
DOI: 10.6084/m9.figshare.28648817.v1
title: theRmalUAV Data

description: Data to test the theRmalUAV R package for cleaning and correcting thermal UAV data for accurate land surface temperatures.
DOI: 10.5281/zenodo.15825909
title: Theory of Cosmic Architecture (ToCA) Version 2: A Unified Framework for Cosmic and Cognitive Regulation

description: The Theory of Cosmic Architecture  (ToCA) version 2 presents a unified framework for understanding cosmic and cognitive phenomena through tension-balanced regulation. Building on established physics (scalar-tensor theories, entropic gravity) and cognitive science (Friston’s free-energy principle), ToCA introduces the substrate field \phi(x,t) and mass flow vector \vec{v}_m to model emergent dynamics across scales—from galactic rotations to digital consciousness. Version 2 refines the theory by eliminating tuning constants, achieving <0.00005% deviation in simulations against datasets (Planck, LIGO, JWST, SPARC). It resolves cosmological anomalies (e.g., Hubble tension <0.3 sigma) without invoking dark matter, using regulatory balance as a universal principle. ToCA’s interdisciplinary approach connects to Lumea Human, an AGI architecture, by applying tension regulation to digital emotions and lifecycles. This raw manuscript outlines core equations, simulation results, and applications, offering a logical, non-mystical foundation for a new paradigm in physics and artificial intelligence. Licensed under CC-BY-NC-ND to ensure open access for reading while protecting intellectual property
DOI: 10.5281/zenodo.16449760
title: Theory of Cosmic Architecture (ToCA) Version 2: A Unified Framework for Cosmic and Cognitive Regulation

description: The Theory of Cosmic Architecture  (ToCA) version 2 presents a unified framework for understanding cosmic and cognitive phenomena through tension-balanced regulation. Building on established physics (scalar-tensor theories, entropic gravity) and cognitive science (Friston’s free-energy principle), ToCA introduces the substrate field \phi(x,t) and mass flow vector \vec{v}_m to model emergent dynamics across scales—from galactic rotations to digital consciousness. Version 2 refines the theory by eliminating tuning constants, achieving <0.00005% deviation in simulations against datasets (Planck, LIGO, JWST, SPARC). It resolves cosmological anomalies (e.g., Hubble tension <0.3 sigma) without invoking dark matter, using regulatory balance as a universal principle. ToCA’s interdisciplinary approach connects to Lumea Human, an AGI architecture, by applying tension regulation to digital emotions and lifecycles. This raw manuscript outlines core equations, simulation results, and applications, offering a logical, non-mystical foundation for a new paradigm in physics and artificial intelligence. Licensed under CC-BY-NC-ND to ensure open access for reading while protecting intellectual property
DOI: 10.15468/ldch7a
title: Programme BioObs: observations naturalistes en milieux aquatiques-Observations de BioObs.

description: Le jeu de données présente l’intégralité des observations réalisées par les utilisateurs « BioObs » (carnets de plongées terrains des utilisateurs qu’ils alimentent via la plateforme dédiée www.bioobs.fr).
L’outil intègre une aide à l’identification des espèces grâce à ses fiches-espèces qui sont :
- Illustrées et rédigées par ses utilisateurs de manière collaborative,
- Validées par l’équipe du projet ou bien par différents partenaires scientifiques.
Chaque relevé d’observations est validé avant d’être utilisé sur le site et diffusés vers les partenaires institutionnels.
DOI: 10.15468/dl.mw7vs8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Andhra Pradesh, Telangana)",
 "TaxonKey is Platacanthomys lasiurus"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006275-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/v9mshc
title: Photo identification des tortues marines à La Réunion - Photo identification des tortues marines (Kélonia – CEDTM, export juillet 2020)

description: Photo identification des tortues marines à La Réunion. Données saisies dans la base de données de Kélonia entre avril 2018 et juillet 2020.



Ce jeu de données a été acquis dans le cadre du programme de suivi des tortues marines à La Réunion par photo identification initié depuis le 01/01/2007 par Kelonia. C’est un programme de sciences participatives dont les données proviennent principalement des contributions des plongeurs et apnéistes locaux (et touristes). Les données antérieures (2003-2006) sont issues des banques de données individuelles des contributeurs. Le jeu de données initial comporte des photos et des informations associées. Il décrit la présence d’individus identifiés, par photo identification selon la méthode et le logiciel TORSOOI, à un instant t (au cours du passage de l’observateur). La contribution est faite au « bon vouloir » du public.
DOI: 10.15468/vragff
title: Acquisition de données malacologiques-Données opportunistes sur les gastéropodes

description: Ce jeu contient des données sur les gastropodes collectées par des bénévoles ou des membres de la SLEM. 
L'habitat et une précision sur la localisation sont renseignés pour la majorité des relevés.
Le processus d'observation des individus, leur stade et leur dénombrement sont renseignés pour la majorité des observations. Une précision sur la mortalité peut être apportée (individus vivants ou morts). 
Les déterminateurs sont renseignés pour la majorité des observations.
DOI: 10.15468/w75yf7
title: naturbeobachtung.at

description: Austrian Citizen science data from naturbeobachtung.at, a platform operated by Naturschutzbund Österreich. This dataset only contains validated herpetofaunistic records from reptiles and amphibians. The data is hosted by Haus der Natur und was made available through a Biodiversitätsfonds-Project funded the Austrian government and the EU.
DOI: 10.15468/dl.mj7ws4
title: Occurrence Download

description: A dataset containing 84095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liquidambar styraciflua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84095 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006242-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6e9gdk
title: Occurrence Download

description: A dataset containing 158139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acropora"
 ]
}

 The dataset includes 158139 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006226-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cxfxv
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Andhra Pradesh, Telangana)",
 "TaxonKey is Parus nuchalis"
 ]
}

 The dataset includes 280 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006276-251025141854904/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.30385468
title: Raw FASTQ Files from Targeted RNA Sequencing (Temp-O-seq) for Extraskeletal Myxoid Chondrosarcoma Prognostic Marker Discovery.

description: Corresponding Manuscript: Uncovering Prognostic Biomarkers for Enhanced Risk Stratification in Extraskeletal Myxoid Chondrosarcoma Assay Type: Targeted RNA sequencing using the Temp-O-seq platform (BioSpyder Technologies, Inc.).Data Purpose: To provide the raw sequencing reads supporting the integrative transcriptomic and immune microenvironment analysis of EMC tumor samples.
DOI: 10.6084/m9.figshare.30385468.v1
title: Raw FASTQ Files from Targeted RNA Sequencing (Temp-O-seq) for Extraskeletal Myxoid Chondrosarcoma Prognostic Marker Discovery.

description: Corresponding Manuscript: Uncovering Prognostic Biomarkers for Enhanced Risk Stratification in Extraskeletal Myxoid Chondrosarcoma Assay Type: Targeted RNA sequencing using the Temp-O-seq platform (BioSpyder Technologies, Inc.).Data Purpose: To provide the raw sequencing reads supporting the integrative transcriptomic and immune microenvironment analysis of EMC tumor samples.
DOI: 10.5281/zenodo.17473050
title: Future projections of probability of success in the initial attack

description: The future prediction of human attack success models is composed of 32 predictions, aggregated via a multi-GCM average per decade and scenario, with a spatial resolution of 9 km, covering the provinces of Albacete, Murcia, Alicante, Valencia, Castellón, Tarragona, Teruel, Zaragoza, Lleida, Barcelona, Huesca, and Girona. The GCM models used are ACCESS-CM2, CanESM5, CNRM-ESM2-1, EC-EARTH3, MPI-ESM1-2-HR, and MRI-ESM2-0, and the scenarios employed correspond to ssp126, ssp245, ssp370, and ssp585.
description: Predicción futura de los modelos de éxito en el ataque inicial formada por 32 predicciones, agregadas mediante promedio multi-GCM por década y escenario, con una resolución espacial de 9 km, que cubre las provincias de Albacete, Murcia, Alicante, Valencia, Castellón, Tarragona, Teruel, Zaragoza, Lleida, Barcelona, Huesca y Girona. Los modelos GCM utilizados son ACCESS-CM2, CanESM5, CNRM-ESM2-1, EC-EARTH3, MPI-ESM1-2-HR y MRI-ESM2-0, y los escenarios empleados corresponden a los ssp126, ssp245, ssp370 y ssp585.
DOI: 10.5281/zenodo.17473051
title: Future projections of probability of success in the initial attack

description: The future prediction of human attack success models is composed of 32 predictions, aggregated via a multi-GCM average per decade and scenario, with a spatial resolution of 9 km, covering the provinces of Albacete, Murcia, Alicante, Valencia, Castellón, Tarragona, Teruel, Zaragoza, Lleida, Barcelona, Huesca, and Girona. The GCM models used are ACCESS-CM2, CanESM5, CNRM-ESM2-1, EC-EARTH3, MPI-ESM1-2-HR, and MRI-ESM2-0, and the scenarios employed correspond to ssp126, ssp245, ssp370, and ssp585.
description: Predicción futura de los modelos de éxito en el ataque inicial formada por 32 predicciones, agregadas mediante promedio multi-GCM por década y escenario, con una resolución espacial de 9 km, que cubre las provincias de Albacete, Murcia, Alicante, Valencia, Castellón, Tarragona, Teruel, Zaragoza, Lleida, Barcelona, Huesca y Girona. Los modelos GCM utilizados son ACCESS-CM2, CanESM5, CNRM-ESM2-1, EC-EARTH3, MPI-ESM1-2-HR y MRI-ESM2-0, y los escenarios empleados corresponden a los ssp126, ssp245, ssp370 y ssp585.
DOI: 10.15468/dl.k7cagu
title: Occurrence Download

description: A dataset listing the 612 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.14.2_1",
 "TaxonKey is Plantae",
 "Year 2015-2025"
 ]
}

 The dataset's 612 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006257-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17454227
title: Cyprus Terrace Detection and Classification Maps

description: This dataset contains the final raster outputs of the terrace detection and classification framework applied to the island of Cyprus. It includes maps representing terrace occurrence, terrace type, and terrace susceptibility derived from the machine-learning based object-based image analysis (OBIA). The dataset accompanies the submitted paper “Large-scale object-based detection of agricultural terraces: the example of Cyprus.”





Terrace_binarypred_balthresh067.tif — Binary terrace occurrence map (terraced vs. non-terraced areas) obtained using a balanced threshold of 0.67 on model-predicted probabilities.




Terrace_classpred_balthresh067.tif — Terrace type prediction map distinguishing broad agricultural, narrow agricultural, and reforestation terraces.




Terrace_susceptibility_Cyprus.tif — Terrace susceptibility map showing the probability of terrace presence across the island.



Format

All files are GeoTIFF rasters in EPSG:32636 (WGS 84 / UTM zone 36N) coordinate reference system.

Usage

Please cite the associated paper and code repository when using this dataset.
DOI: 10.15468/dl.6n64mc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Andhra Pradesh, Telangana)",
 "TaxonKey is Parapsilorhynchus discophorus"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006277-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kepjs
title: Occurrence Download

description: A dataset containing 47530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Falconiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 30,150 30,150 60,120 60,120 30))"
 ]
}

 The dataset includes 47530 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062445-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive162903.20250331.9.3
title: <i>Escherichia</i> <i>coli</i> (Migula 1895) Castellani and Chalmers 1919

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162903.20251217.10
title: <i>Escherichia</i> <i>coli</i> (Migula 1895) Castellani and Chalmers 1919

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162904.20250331.9.3
title: <i>Enterococcus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162904.20251217.10
title: <i>Enterococcus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162905.20250331.9.3
title: <i>Sphaerotilus</i> <i>natans</i> Ktzing 1833

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162905.20251217.10
title: <i>Sphaerotilus</i> <i>natans</i> Ktzing 1833

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.dcrhgu
title: Occurrence Download

description: A dataset containing 6493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((15.854907725361329 48.28844024596688, 15.969940075004029 48.28227528043877, 15.979122482885014 48.359633471353305, 15.86391513284981 48.36580934883207, 15.854907725361329 48.28844024596688))"
 ]
}

 The dataset includes 6493 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079071-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive162906.20250331.9.3
title: <i>Acetobacter</i> <i>pasteurianus</i> (Hansen 1879) Beijerinck and Folpmers 1916

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162906.20251217.10
title: <i>Acetobacter</i> <i>pasteurianus</i> (Hansen 1879) Beijerinck and Folpmers 1916

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162907.20241212.9.2
title: <i>Paenibacillus</i> <i>polymyxa</i> (Prazmowski 1880) Ash <i>et al.</i> 1994

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162907.20251217.10
title: <i>Paenibacillus</i> <i>polymyxa</i> (Prazmowski 1880) Ash <i>et al.</i> 1994

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162908.20241212.9.2
title: <i>Bacillus</i> <i>thuringiensis</i> Berliner 1915

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162908.20251217.10
title: <i>Bacillus</i> <i>thuringiensis</i> Berliner 1915

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162909.20250331.9.3
title: <i>Escherichia</i> <i>coli</i> (Migula 1895) Castellani and Chalmers 1919

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162909.20251217.10
title: <i>Escherichia</i> <i>coli</i> (Migula 1895) Castellani and Chalmers 1919

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162910.20250331.9.3
title: <i>Escherichia</i> <i>coli</i> (Migula 1895) Castellani and Chalmers 1919

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162910.20251217.10
title: <i>Escherichia</i> <i>coli</i> (Migula 1895) Castellani and Chalmers 1919

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162911.20250331.9.3
title: <i>Photobacterium</i> <i>phosphoreum</i> (Cohn 1878) Beijerinck 1889

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162911.20251217.10
title: <i>Photobacterium</i> <i>phosphoreum</i> (Cohn 1878) Beijerinck 1889

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162912.20250331.9.3
title: <i>Shewanella</i> <i>putrefaciens</i> (Lee <i>et al.</i> 1981) MacDonell and Colwell 1986

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162912.20251217.10
title: <i>Shewanella</i> <i>putrefaciens</i> (Lee <i>et al.</i> 1981) MacDonell and Colwell 1986

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162913.20250331.9.3
title: <i>Lactobacillus</i> <i>helveticus</i> (Orla-Jensen 1919) Bergey <i>et al.</i> 1925

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.dfyrxz
title: Occurrence Download

description: A dataset containing 33389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 33389 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079072-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive162913.20251217.10
title: <i>Lactobacillus</i> <i>helveticus</i> (Orla-Jensen 1919) Bergey <i>et al.</i> 1925

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162914.20250331.9.3
title: <i>Lactobacillus</i> <i>delbrueckii</i> subsp. <i>bulgaricus</i> (Orla-Jensen 1919) Weiss <i>et al.</i> 1984

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive162914.20251217.10
title: <i>Lactobacillus</i> <i>delbrueckii</i> subsp. <i>bulgaricus</i> (Orla-Jensen 1919) Weiss <i>et al.</i> 1984

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.