cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c66x69
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophrys argolica argolica"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028519-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21950/nykclx
title: Data on the impact of compulsory vs non-compulsory bilingual programmes on teachers' attitudes and perceptions

description: The content of this dataset is part of the results of the research carried out in the framework of the project "Bilingualism in Monolingual Contexts (BiMo)". One of the specific objectives of the project was to investigate teachers' attitudes and perceptions about bilingual programmes.
DOI: 10.25549/inscriptifact-ouc15265851
title: Mother of Pearl Seal, lmtnl bn lzr

description: [Text Description:] Mother of Pearl Seal, lmtn'l bn 'l'zr ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Shell ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Mother of Pearl Seal, round, 1.4 cm diameter
DOI: 10.13130/rd_unimi/qa4bro/zo5yqc
title: 250408_OPT1_TensileTest_1084.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1084.tif
DOI: 10.21950/bbila8
title: Overstory and Understory Fuel Map of Central Portugal- FirEUrisk Pilot Site 3 (PS3)

description: &lt;p&gt;&lt;a&gt;Fuel mapping is essential for improving fire risk assessment and enhancing fire behavior modeling. Although approximately 2% of European wildfires are classified as crown fires—extreme events responsible for the most significant damage—there is currently a lack of comprehensive methods for mapping both surface and canopy fuels within an integrated classification system.&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a&gt;This dataset provides fuel type maps for the overstory and understory, generated by considering forest structure and phenology in Central Portugal, specifically at the FirEUrisk Pilot Site 3 (PS3). The dataset has a spatial resolution of 20 meters and includes three distinct fuel maps: Overstory fuel type map (19 classes), Understory fuel type map (7 classes), and Integrated overstory and understory fuel type map (55 classes).&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a&gt;This dataset contributes to the advancement of wildfire risk assessment by providing detailed and structured fuel classification, supporting better predictions of fire behavior and aiding in fire management strategies. More information about generation of these maps can be found in: Mohammadpour, P., D. Viegas, X., Pereira, A., and Chuvieco, E.,: Multitemporal Sentinel and GEDI data integration for overstory and understory fuel type classification, International Journal of Applied Earth Observations and Geoinformation, special issue: Remote Sensing of Wildfires, https://doi.org/10.1016/j.jag.2025.104455, 2025.&lt;/a&gt;&lt;/p&gt;
description: Python
description: R
description: ArcGIS Pro
description: QGIS
description: SNAP
DOI: 10.25549/inscriptifact-ouc110806333
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/fb3n45
title: 250408_OPT1_TensileTest_1085.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1085.tif
DOI: 10.21950/bnhnhb
title: El adorno doméstico en Madrid a finales del siglo XVIII: datos georreferenciados de anuncios de prensa (1788-1805)

description: Este dataset reúne los datos utilizados para la construcción del SIG histórico “El adorno doméstico en Madrid a finales del siglo XVIII”, publicado como mapaweb interactivo mediante la tecnología de ArcGIS Online. Contiene información georreferenciada de un corpus de anuncios publicados en el "Diario curioso, erudito, económico y comercial" y el "Diario de Madrid" entre los años 1788 y 1805, relacionados con la compraventa de productos, bienes y servicios destinados al adorno de los interiores domésticos en la villa y corte de Madrid. El dataset documenta anuncios sobre establecimientos, talleres y profesionales vinculados con actividades como la venta de muebles, tejidos, papeles pintados, iluminación, calefacción o servicios de limpieza, dorado y tapicería, junto con su localización urbana y la categorización temática de los anuncios. Esta recopilación de datos permite analizar las dinámicas comerciales y los espacios de consumo en Madrid a finales del Antiguo Régimen.
description: "Diario curioso, erudito, económico y comercial" (1786-1787). Publicación periódica disponible en la Hemeroteca Digital de la Biblioteca Nacional de España (BNE). https://hemerotecadigital.bne.es/hd/es/card?sid=3741648. "Diario de Madrid" (1788-1825). Publicación periódica disponible en la Hemeroteca Digital de la Biblioteca Nacional de España (BNE). https://hemerotecadigital.bne.es/hd/es/card?sid=1481718
DOI: 10.25549/inscriptifact-ouc15265843
title: Seal, Belonging to Tamka son of Elazar

description: [Text Description:] Seal, Belonging to Tamka son of El'azar with winged scarab ❧ [Text or Publication Number Note:] Avigad & Sass 981 ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Ammonite ❧ [Physical Object Description:] Scaraboid, perforated, 1.4 cm x 1.2 cm x 0.6 cm four-winged beetle with inscription, limestone
DOI: 10.13130/rd_unimi/qa4bro/9izgst
title: 250408_OPT1_TensileTest_1087.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1087.tif
DOI: 10.13130/rd_unimi/qa4bro/pjkdqd
title: 250408_OPT1_TensileTest_1086.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1086.tif
DOI: 10.21950/2liadp
title: Sample of multimodal digital newsbites on the Brazil congress attack (Jan. 2023)

description: &lt;p&gt;The project’s main aim is to explore the multimodal construction of a political event across European newspapers. &lt;/p&gt;
&lt;p&gt;The event selected for the analysis is Brazil congress attack, happened on 8th Jan 2023, when a mob of Former President Jair Bolsonaro’ supporters assaulted federal government buildings in the capital, Brasilia, destroying property and vandalizing art and offices of legislators. A multilingual sample of 73 newsbites published on January 8th, 9th and 10th 2023 in digital European newspapers, namely El País, El Mundo, Repubblica, Corriere, The Times, The Guardian, Le Monde and Le Figaro, was collected and analysed. &lt;/p&gt;
description: Methodology: Ten news items per newspaper were selected for the analysis. Corriere and Le Figaro have 9 reports instead of 10, and The Times 4 only.
DOI: 10.21950/ejlfuu
title: UAM primary and pre-primary student teachers´ opinions about the effectiveness of bilingual education programs in Spain

description: &lt;p&gt;Student teachers are often excluded from discussions about educational programs that could significantly influence their professional development in the short or medium term. This project seeks to address this research gap by exploring the views of pre-primary and primary teacher trainees regarding bilingual education programs (BEPs) in Spain.&lt;/p&gt;
&lt;p&gt;The dataset presents the answers provided by 170 prospective teachers of primary and pre-primary at the University Autónoma of Madrid to a questionnaire, which consists of 17 close-ended items distributed into three blocks. In addition to the independent variables and sub-variables of the study (sex, age, degree, year, specialisation, and self-perceived level of English proficiency), items enquired about the trainees’ opinions regarding the regional BEP, its effectiveness in class, and its impact on their future professional careers, as well as a set of open questions related to the student teachers’ experiences and opinions on BEPs.&lt;/p&gt;
DOI: 10.25549/inscriptifact-ouc110806332
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/gqybrd
title: 250408_OPT1_TensileTest_1088.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1088.tif
DOI: 10.21950/72nlbk
title: Data UNESCO Heritage Caves-N Spain - Datos de réplica

description: Data of temperature and radon concentration in caves fron N Spain. Project: Protocol for Assessing and Managing Radon gas Exposure Risks in Caves: A case study of Altamira and Paleolithic cave Art of Northern Spain World Heritage Site
DOI: 10.25549/inscriptifact-ouc15265842
title: Seal, [Belonging to] Mishpatel son of Baalksh

description: [Text Description:] Seal, [Belonging to] Mishpat'el son of Ba'al'ksh ❧ [Text or Publication Number Note:] Deutsch and Heltzer 108 ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Scaraboid seal, perforated, 1.39 cm x 0.90 cm x 0.89 cm, with inscription, left edge damaged; agate
DOI: 10.13130/rd_unimi/qa4bro/e241p5
title: 250408_OPT1_TensileTest_1089.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1089.tif
DOI: 10.21950/smvfjc
title: Lexicon of endometriosis and menopause terms in Spanish and English for fine-tuning language models

description: &lt;p&gt;The project, 'DIGITENDER: Extracción terminológica automática y corpora de dominios específicos para la visibilización de los problemas de salud relacionados con la mujer,' aims to develop an automatic term extractor focused on endometriosis and menopause to enhance the visibility of women's health issues that are often overlooked. To achieve this, a language model is trained using annotated terms within their context. This publication is the manually annotated dataset by linguists.

This is a lexicon of terms related to endometriosis and another one related to menopause, both available in Spanish and English (four in total). The terms have been obtained from the gold standard of text annotation for these topics and are intended for training a language model to function as a specialized term extractor. The dataset is designed in plain text format but follows a CSV structure. The first column contains the lemmas, and the second one includes the different forms and variants of each lemma.&lt;/p&gt;
description: &lt;p&gt;El proyecto "DIGITENDER: Extracción terminológica automática y corpora de dominios específicos para la visibilización de los problemas de salud relacionados con la mujer" tiene como objetivo principal crear un extractor automático de términos en los ámbitos de la endometriosis y la menopausia con el fin de visibilizar problemas de salud de la mujer habitualmente invisibilizados. Con este fin, se entrena un modelo de lenguaje con anotaciones previstas de términos en su contexto. Esta publicación se trata del dataset anotado manualmente por lingüistas.

Se trata de un lexicón de términos relacionados con la endometriosis y otro con la menopausia, ambos en español y en inglés (cuatro en total). Los términos se han obtenido del Gold Standard de la anotación de textos de dichas temáticas y tienen como fin entrenar un modelo de lenguaje que funcione como extractor de términos de especialidad. El dataset se ha diseñado en formato de texto plano, pero con estructura de csv. En la primera columna aparecen los lemas y, en la siguiente, las distintas formas y variantes de cada lema.&lt;/p&gt;
description: The dataset is part of the DIGITENDER project, which aims to bring visibility to women's health issues that are often overlooked, such as endometriosis and menopause, through terminology. To achieve this, a specialized terminology extractor has been developed, trained with annotated text data on both topics. From the annotations made by two annotators, a Gold Standard was created, consisting only of terms that both annotators identified as such and for which they achieved full agreement. Based on these gold standard lists — which first were lists of term forms— four lexicons were developed, containing the lemmas and their corresponding forms found in the texts. The dataset consists of four lexicons: endometriosis in Spanish, endometriosis in English, menopause in Spanish and menopause in English.
DOI: 10.25549/inscriptifact-ouc110806327
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/kvhoh2
title: 250408_OPT1_TensileTest_109.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_109.tif
DOI: 10.21950/vupnh6
title: Annotation guidelines for endometriosis and menopause in the DIGITENDER project

description: &lt;p&gt;The project, 'DIGITENDER: Extracción terminológica automática y corpora de dominios específicos para la visibilización de los problemas de salud relacionados con la mujer,' aims to develop an automatic term extractor focused on endometriosis and menopause to enhance the visibility of women's health issues that are often overlooked. To achieve this, a language model is trained using annotated terms within their context. This publication contains the annotation guidelines.

This is the annotation guidelines document created for the DIGITENDER project. It provides a set of instructions to standardize the criteria used by linguists during the annotation process. In this case, the annotation focuses on terms related to women's health, specifically endometriosis and menopause. The document includes brief theoretical insights as well as numerous rules, cases, and examples.&lt;/p&gt;
description: &lt;p&gt;El proyecto "DIGITENDER: Extracción terminológica automática y corpora de dominios específicos para la visibilización de los problemas de salud relacionados con la mujer" tiene como objetivo principal crear un extractor automático de términos en los ámbitos de la endometriosis y la menopausia con el fin de visibilizar problemas de salud de la mujer habitualmente invisibilizados. Con este fin, se entrena un modelo de lenguaje con anotaciones previstas de términos en su contexto. Esta publicación se trata del la guía de anotación.


Se trata de la guía de anotación que se ha creado para el proyecto DIGITENDER. Contiene una serie de indicaciones para que unificar los criterios de los lingüistas a la hora de anotar. En este caso, la anotación es de términos relacionados con la salud de la mujer: endometriosis y menopausia. Se ofrecen unas ligeras nociones teóricas y numerosas reglas, casos y ejemplos.&lt;/p&gt;
description: Methodology

The project's needs are analyzed, and the nature of the task is examined.
A set of rules is created based on theoretical principles.
The rules are tested, and feedback is gathered.
The rules are refined and adapted based on the feedback.
The final version is produced, aiming to be comprehensive and cover the widest range of cases possible.
DOI: 10.13130/rd_unimi/qa4bro/d2m2dh
title: 250408_OPT1_TensileTest_1091.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1091.tif
DOI: 10.13130/rd_unimi/qa4bro/e3ltuw
title: 250408_OPT1_TensileTest_1090.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1090.tif
DOI: 10.21950/oz7nni
title: Datos de trabajo para el curso “Datos de investigación: Introducción a la visualización de datos con Tableau Public”

description: Descripción del dataset
Datos utilizados en las sesiones del curso “Datos de investigación: Introducción a la visualización de datos con Tableau Public” 

Descripción del proyecto
Mediante la participación en este curso, se espera que las personas participantes obtengan las siguientes competencias:
• Conocer los principios de visualización de datos a través de gráficos
• Manejar la plataforma Tableau Public
• Realizar gráficos y cuadros de mando

 Metolodogía (empleada para la recogida o generación de los datos)
Datos extraidos del Portal de datos abiertos del Gobierno de la Ciudad de México. Adaptados para su trabajo en Tableau con OpenRefine.
Fuente: https://datos.cdmx.gob.mx/dataset/victimas-en-carpetas-de-investigacion-fgj

Software
Los talleres se basan en el uso de Tableau Public.
Enlace de descarga:https://www.tableau.com/es-es/products/public/download

Instalación disponible para Windows y Mac.
description: Este dataset se publica con un propósito pedagógico, como parte del ciclo de formación en datos de investigación que ofrece la biblioteca de la UNED.
Los datos fueron publicados originalmente en el Portal de datos abiertos del Gobierno de la Ciudad de México con licencia CC-BY
Fuente: https://datos.cdmx.gob.mx/dataset/victimas-en-carpetas-de-investigacion-fgj
DOI: 10.25549/inscriptifact-ouc15265836
title: Lamashtu Plaque

description: [Text Description:] Lamashtu Plaque with decorations and figures at top of obverse and bottom of reverse (figures upside down to text on reverse) ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet, 5.74 cm wide, 7.5 cm high, top corners cut in
DOI: 10.13130/rd_unimi/qa4bro/jedbth
title: 250408_OPT1_TensileTest_1092.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1092.tif
DOI: 10.21950/85mwyp
title: Financial ES-EN parallel corpus from annual reports

description: &lt;p&gt;The creation of this dataset is framed in the Spanish national project CLARA-FINT. It is a dataset with parallel bilingual texts (EN-ES). These texts are the main Spanish listed Companies' annual reports. Usually, said reports are publicly available under their respective shareholders website sections. The creation of this dataset included the cleaning of these reports and its manual alignment in both languages. It served as a gold standard to fine-tune a model for this automatic alignment task. It is worth noting that this publication only contains translation units in CSV format. A column per language. A total of 5000 random and disarranged units were selected.&lt;/p&gt;
&lt;p&gt;This is a CSV file containing the Spanish text in the first column, and the English equivalent text in the second one. These are equivalent because the English version is a translation from the Spanish. Regarding the original files, both versions are official and available in each company's website. In short, the file is a translation memory with 5000 translation units that were disarranged and randomized.&lt;/p&gt;
description: Methodology:

Manual compilation of the corpora. Annual reports from the main Spanish listed companies in the IBEX 35 index, all available in their respective websites.
Cleaning of the parallel corpora.
Alignment of the parallel corpora using Trados. This results in a gold standard
Said gold standard is used to fine-tune a model for this automatic alignment task.
Automatic alignments are validated by humans.
The final corpus is achieved. It is composed of the gold standard and the validated, aligned texts.
DOI: 10.25549/inscriptifact-ouc110806316
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/t7uzjs
title: 250408_OPT1_TensileTest_1093.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1093.tif
DOI: 10.21950/fweml6
title: Automatic financial term extractor

description: &lt;p&gt;The creation of this dataset is framed in the Spanish national project CLARA-FINT. The aim of this task within the project was to create an automatic financial term extractor for Spanish. In order to do so, the first step was to apply linguistic annotation on texts, namely annual reports from the main Spanish listed companies in the IBEX 35 index. The next step involved the use of these annotations to fine-tune a model for the financial term extraction task. This dataset contains the fine-tuned model, i.e., the automatic extractor. It is described in the paper PORTA-ZAMORANO, J., CARBAJO-CORONADO, B., MORENO-SANDOVAL, A. (2024).&lt;/p&gt;
&lt;p&gt;It is a bert-multilingual model that was fine-tuned for the financial terms extraction task. Texts annotated by linguists were used for fine-tuning as training data. Said texts contained financial terms that were highlighted within their context.&lt;/p&gt;
description: Methodology:

Cleaning the texts.
Manual annotation of the financial terms by linguists.
Fine-tuning a language model using the previous annotations; gold standard.
Applying the resulting model and subsequent human validation.
description: Python scripts
DOI: 10.25549/inscriptifact-ouc15265828
title: Seal, [Belonging to] Mishpatel son of Baalksh

description: [Text Description:] Seal, [Belonging to] Mishpat'el son of Ba'al'ksh ❧ [Text or Publication Number Note:] Deutsch and Heltzer 108 ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Scaraboid seal, perforated, 1.39 cm x 0.90 cm x 0.89 cm, with inscription, left edge damaged; agate
DOI: 10.13130/rd_unimi/qa4bro/sbaum3
title: 250408_OPT1_TensileTest_1094.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1094.tif