cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5878/mbng-5g71
title: Data and code for "Functionally rich crop rotations increase calorie and macronutrient outputs across Europe"
title: Data and code for "Functionally rich crop rotations increase calorie and macronutrient outputs across Europe"

description: This repository contains the data and scripts underlining the article Vico et al. "Functionally rich crop rotations increase calorie and macronutrient outputs across Europe", Nature Food, 2026.
For further information see the publication, https://www.nature.com/natfood/. 

We used data of calorie and macronutrient (carbohydrate, protein, and fat) outputs from 16 long term experiments in Europe to ascertain how they are affected by crop rotational diversity, as measured by functional richness. 

This repository includes a core dataset (macronutrients_wholerot.csv), comprising whole rotation calorie and macronutrient outputs for each year, rotation, replicate/other treatment for 13 of the 16 sites used in the analyses. We do not have permission to share data at a similar level of detail for the remaining three sites: for these, we provide whole rotation calorie and macronutrient outputs for each year and rotation, averaged over the different replicates/other treatments, along with the standard deviation and number of observations included in the averaging (macronutreints_wholerotaggr.csv). Information on the experiment location, period covered, rotations included and other treatments is available Table S1 in the Supplementary Information to Vico et al. 
Calorie and macronutrient outputs for each year are the sum of those provided by all the crops in the rotation, weighed based on the rotation length. In other words, these calorie and macronutrient outputs are those produced by a one ha farm, where all the crops in the rotation are grown on areas proportional to their frequency in the rotation. For each crop, we selected a common retail product (e.g., flour for each cereal) and used its nutritional value to transform the observed marketable yield into calorie and macronutrient outputs. We considered three scenarios of use for forage crops - for milk, beef or biofuel production. 
As a result, the dataset contains information on the site (name, code) and, for each year, group and rotation, information on the rotation (sequence of crops, functional richness, inclusion of cereals, legumes, leys and/or broadleaves, fertilization regime), and outputs in calories (Gcal/ha/yr) and macronutrients (carbohydrates, proteins, fats; kg/ha/yr) when forage crops are used for milk (M), beef (B) or biofuel (F) production. 
Primary crop yield data can be made available upon reasonable requests and for specific purposes. 

We include also the R code for analyzing the calorie and macronutrient outputs for each year, rotation and replicate/other treatment and produce the results incorporated in the article.
description: Data och kod för Vico et al. "Functionally rich crop rotations increase calorie and macronutrient outputs across Europe", Nature Food, 2026. Se engelska för mer information.
DOI: 10.17026/ar/hmzg4s
title: PAN-00173066 - devotional pendant Modern period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173066&lt;/p&gt;
description: Modified: 2025-04-26T11:51:51+02:00
DOI: 10.6084/m9.figshare.30752204
title: Biomass data

description: The data of plant biomass and diversity.
DOI: 10.6084/m9.figshare.30752204.v1
title: Biomass data

description: The data of plant biomass and diversity.
DOI: 10.15468/dl.4m8y6y
title: Occurrence Download

description: A dataset containing 2085918 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dragonfly records from the British Dragonfly Society Recording Scheme"
 ]
}

 The dataset includes 2085918 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020424-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.17924
title: ZfKD | OMOP CDM - Metadata Cataloge

description: Data integration and interoperability are fundamental aspects of implementing the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM). In the context of oncology, various data sources, such as cancer registries and epidemiological databases, generate data. These sources often use different data formats, structures, and standards, making comparability and analysis challenging. Metadata is crucial for this process, as it acts as a contextualized interface that facilitates the integration and harmonization of these diverse data sources. By establishing clear metadata standards, OMOP CDM ensures consistency in key attributes such as data types, reference formats, and data descriptions, which makes integration smoother and more effective. This standardization helps maintain data consistency and minimizes errors or misunderstandings that can arise from inconsistent data.
DOI: 10.17026/ar/ussl1s
title: PAN-00166374 - handle of Roman pitcher

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00166374&lt;/p&gt;
description: Modified: 2025-04-29T14:55:21+02:00
DOI: 10.6084/m9.figshare.29446590
title: Evaluation of spirometry reference equations among healthy Jordanian adults: a comparative analysis of Jordanian and the Global Lung Initiative equations

description: Accurate spirometry interpretation requires reference equations tailored to the target population. This study evaluated the performance and diagnostic agreement of the locally developed 2018 Jordanian equation and the Global Lung Initiative (GLI) global (2022), GLI-2012 Caucasian, and GLI-2012 Other/Mixed equations among healthy adult Jordanians. In this cross-sectional study, healthy nonsmoking Jordanian adults aged ≥ 18 years were recruited from various regions. Spirometry and anthropometric data were collected. Each equation’s suitability was assessed using mean z-score deviations from zero and standard deviations from one (via t-tests and chi-square tests). Linear and quantile regressions examined relationships between anthropometrics and lung function. Diagnostic agreement was evaluated using Cohen’s kappa and frequency of classification shifts. Among 799 participants (400 males), the Jordanian equation showed the best fit, with mean z-scores closest to zero and standard deviations near one. GLI global (2022) and GLI-2012 equations showed significant deviations (<i>p</i> &lt; 0.001), mainly due to age-related bias. Agreement was highest between GLI global (2022) and GLI-2012 Other/Mixed; GLI-2012 Caucasian classified the fewest as normal. The Jordanian equation provided better accuracy than GLI equations. Its use in practice may reduce misclassification and improve respiratory disease management, underscoring the value of population-specific standards.
DOI: 10.6084/m9.figshare.29531857
title: Management of COPD exacerbations in hospital emergency departments

description: Emergency departments (EDs) play a crucial role in managing exacerbation of COPD (ECOPD). However, there is currently no standardization of management criteria for ECOPD within the Spanish healthcare system. This document aims to outline the management of ECOPD in EDs in the context of 2025, serving as a guide for healthcare professionals working in emergency services. Various aspects of the management of ECOPD in EDs are covered in this article, including severity classification, treatments (both pharmacological and nonpharmacological), criteria for hospital admission and discharge from the ED, treatment at discharge, palliative care, and management of frail patients. The authors, who are members of the Spanish Society of Emergency Medicine (SEMES), emphasize the importance of classifying the severity of the episode and the patient characteristics to tailor care to each individual. The authors also highlight the value of biomarkers, the appropriate use of ventilatory therapies for ECOPD patients, the importance of proper antibiotic management, and the establishment of clear referral protocols to prevent patients from feeling lost in the healthcare system. Finally, the need to personalize post-discharge treatments is underscored to enhance continuity of care and improve health outcomes.
DOI: 10.6084/m9.figshare.29531857.v1
title: Management of COPD exacerbations in hospital emergency departments

description: Emergency departments (EDs) play a crucial role in managing exacerbation of COPD (ECOPD). However, there is currently no standardization of management criteria for ECOPD within the Spanish healthcare system. This document aims to outline the management of ECOPD in EDs in the context of 2025, serving as a guide for healthcare professionals working in emergency services. Various aspects of the management of ECOPD in EDs are covered in this article, including severity classification, treatments (both pharmacological and nonpharmacological), criteria for hospital admission and discharge from the ED, treatment at discharge, palliative care, and management of frail patients. The authors, who are members of the Spanish Society of Emergency Medicine (SEMES), emphasize the importance of classifying the severity of the episode and the patient characteristics to tailor care to each individual. The authors also highlight the value of biomarkers, the appropriate use of ventilatory therapies for ECOPD patients, the importance of proper antibiotic management, and the establishment of clear referral protocols to prevent patients from feeling lost in the healthcare system. Finally, the need to personalize post-discharge treatments is underscored to enhance continuity of care and improve health outcomes.
DOI: 10.6084/m9.figshare.29446590.v2
title: Evaluation of spirometry reference equations among healthy Jordanian adults: a comparative analysis of Jordanian and the Global Lung Initiative equations

description: Accurate spirometry interpretation requires reference equations tailored to the target population. This study evaluated the performance and diagnostic agreement of the locally developed 2018 Jordanian equation and the Global Lung Initiative (GLI) global (2022), GLI-2012 Caucasian, and GLI-2012 Other/Mixed equations among healthy adult Jordanians. In this cross-sectional study, healthy nonsmoking Jordanian adults aged ≥ 18 years were recruited from various regions. Spirometry and anthropometric data were collected. Each equation’s suitability was assessed using mean z-score deviations from zero and standard deviations from one (via t-tests and chi-square tests). Linear and quantile regressions examined relationships between anthropometrics and lung function. Diagnostic agreement was evaluated using Cohen’s kappa and frequency of classification shifts. Among 799 participants (400 males), the Jordanian equation showed the best fit, with mean z-scores closest to zero and standard deviations near one. GLI global (2022) and GLI-2012 equations showed significant deviations (<i>p</i> &lt; 0.001), mainly due to age-related bias. Agreement was highest between GLI global (2022) and GLI-2012 Other/Mixed; GLI-2012 Caucasian classified the fewest as normal. The Jordanian equation provided better accuracy than GLI equations. Its use in practice may reduce misclassification and improve respiratory disease management, underscoring the value of population-specific standards.
DOI: 10.6084/m9.figshare.29446590.v1
title: Evaluation of spirometry reference equations among healthy Jordanian adults: a comparative analysis of Jordanian and the global lung initiative equations

description: Accurate spirometry interpretation requires reference equations tailored to the target population. This study evaluated the performance and diagnostic agreement of the locally developed 2018 Jordanian equation and the Global Lung Initiative (GLI) global (2022), GLI-2012 Caucasian, and GLI-2012 Other/Mixed equations among healthy adult Jordanians. In this cross-sectional study, healthy nonsmoking Jordanian adults aged ≥18 years were recruited from various regions. Spirometry and anthropometric data were collected. Each equation’s suitability was assessed using mean z-score deviations from zero and standard deviations from one (via t-tests and chi-square tests). Linear and quantile regressions examined relationships between anthropometrics and lung function. Diagnostic agreement was evaluated using Cohen’s kappa and frequency of classification shifts. Among 799 participants (400 males), the Jordanian equation showed the best fit, with mean z-scores closest to zero and standard deviations near one. GLI global (2022) and GLI-2012 equations showed significant deviations (<i>p</i> &lt; 0.001), mainly due to age-related bias. Agreement was highest between GLI global (2022) and GLI-2012 Other/Mixed; GLI-2012 Caucasian classified the fewest as normal. The Jordanian equation provided better accuracy than GLI equations. Its use in practice may reduce misclassification and improve respiratory disease management, underscoring the value of population-specific standards.
DOI: 10.6084/m9.figshare.29824892
title: Enhancing support for pupils with cochlear implants in Tanzania’s inclusive primary schools: a wake-up call for a strong collaborative approach

description: This qualitative study aimed to explore the support mechanisms school management applies to improve inclusivity for Pupils with Cochlear Implants (PCIs) in inclusive primary schools. Data was collected from 25 participants from five inclusive schools, using semi-structured interviews and observation methods. The study revealed that teachers have limited knowledge in identifying the learning needs of pupils with cochlear implants. Their identification of students’ needs was primarily informed by personal teaching experience, online resources, and input from parents of pupils with cochlear implants. The support provided to these students was largely inadequate in meeting their specific educational requirements, as it focused primarily on noise reduction measures, the provision of teaching and learning materials, and additional time during instruction and assessments. Furthermore, teachers reported having limited knowledge regarding the maintenance of cochlear implants, highlighting a critical gap in their capacity to effectively support these learners. Thus, the study recommends that the government should consider pupils with special needs in its national budget to improve teaching and learning environments. Also, it is essential to foster collaboration between school management, cochlear implant experts, parents, educational officials, and the community to enhance further inclusivity.
DOI: 10.6084/m9.figshare.29824892.v1
title: Enhancing support for pupils with cochlear implants in Tanzania’s inclusive primary schools: a wake-up call for a strong collaborative approach

description: This qualitative study aimed to explore the support mechanisms school management applies to improve inclusivity for Pupils with Cochlear Implants (PCIs) in inclusive primary schools. Data was collected from 25 participants from five inclusive schools, using semi-structured interviews and observation methods. The study revealed that teachers have limited knowledge in identifying the learning needs of pupils with cochlear implants. Their identification of students’ needs was primarily informed by personal teaching experience, online resources, and input from parents of pupils with cochlear implants. The support provided to these students was largely inadequate in meeting their specific educational requirements, as it focused primarily on noise reduction measures, the provision of teaching and learning materials, and additional time during instruction and assessments. Furthermore, teachers reported having limited knowledge regarding the maintenance of cochlear implants, highlighting a critical gap in their capacity to effectively support these learners. Thus, the study recommends that the government should consider pupils with special needs in its national budget to improve teaching and learning environments. Also, it is essential to foster collaboration between school management, cochlear implant experts, parents, educational officials, and the community to enhance further inclusivity.
DOI: 10.6084/m9.figshare.30359658
title: An information program for parents of cochlear implant candidates

description: Parents need clear, comprehensive information about the cochlear implant (CI). A standardized program can enhance access, family-centered care, and parental involvement. This study develops aprogram addressing these needs. Using a mixed-methods exploratory sequential design, Phase1, involved focus groups with six CI team members and seven parents, and semi-structured interviews with company representatives. Qualitative data were analyzed thematically and a survey developed from these findings, was administered to 100 parents of CI users with results analyzed descriptively. Phase 2, the program on the CI process, development with CI, CI devices, and parental experiences was developed, implemented, and evaluated with applied to 32 parents. Its effectiveness was tested experimentally using, t-tests on achievement scores, and social validity was assessed through survey. Three main themes captures parents’ information needs: (1) necessity of the program, (2) structure, and (3) content, comprising twelve sub-themes on specific components. The program proved highly effective and socially valid in meeting parents' needs. The program addresses a key gap by meeting parents’ informational needs and may enhance access to rehabilitation through empowerment. Sample representativeness remains a limitation. Future research should adapt the program to diverse contexts and consider a web-based version for broader access.
DOI: 10.6084/m9.figshare.30359658.v1
title: An information program for parents of cochlear implant candidates

description: Parents need clear, comprehensive information about the cochlear implant (CI). A standardized program can enhance access, family-centered care, and parental involvement. This study develops aprogram addressing these needs. Using a mixed-methods exploratory sequential design, Phase1, involved focus groups with six CI team members and seven parents, and semi-structured interviews with company representatives. Qualitative data were analyzed thematically and a survey developed from these findings, was administered to 100 parents of CI users with results analyzed descriptively. Phase 2, the program on the CI process, development with CI, CI devices, and parental experiences was developed, implemented, and evaluated with applied to 32 parents. Its effectiveness was tested experimentally using, t-tests on achievement scores, and social validity was assessed through survey. Three main themes captures parents’ information needs: (1) necessity of the program, (2) structure, and (3) content, comprising twelve sub-themes on specific components. The program proved highly effective and socially valid in meeting parents' needs. The program addresses a key gap by meeting parents’ informational needs and may enhance access to rehabilitation through empowerment. Sample representativeness remains a limitation. Future research should adapt the program to diverse contexts and consider a web-based version for broader access.
DOI: 10.6084/m9.figshare.30752219
title: Smart Warehouse Management for SMEs: A Low-Code Digital Transformation Approach

description: Small and medium enterprises currently contribute to around 60% of GDP in Indonesia. However, many of them still do not leverage the benefit of information technology to support their activity yet. Meanwhile, rapid technology development has been transforming the business in many industries, and also increasing the competition. Therefore, SMEs need to be aware and start to apply available technology to increase competitiveness. In this paper, a warehouse management system is developed using power apps to support warehouse management activity in one small medium enterprise that focuses on distributing fresh fruit. The application helps to eliminate manual and redundant activities such as manual entry, re-copying reports, and other activities that are very time-consuming. Besides digitizing the process, the system also can provide recommendations about which products have near expiry dates or have low stock levels. Thus, the company could use its time and resources to achieve more strategic goals rather than the operational routine that has low value-added.
DOI: 10.6084/m9.figshare.30752219.v1
title: Smart Warehouse Management for SMEs: A Low-Code Digital Transformation Approach

description: Small and medium enterprises currently contribute to around 60% of GDP in Indonesia. However, many of them still do not leverage the benefit of information technology to support their activity yet. Meanwhile, rapid technology development has been transforming the business in many industries, and also increasing the competition. Therefore, SMEs need to be aware and start to apply available technology to increase competitiveness. In this paper, a warehouse management system is developed using power apps to support warehouse management activity in one small medium enterprise that focuses on distributing fresh fruit. The application helps to eliminate manual and redundant activities such as manual entry, re-copying reports, and other activities that are very time-consuming. Besides digitizing the process, the system also can provide recommendations about which products have near expiry dates or have low stock levels. Thus, the company could use its time and resources to achieve more strategic goals rather than the operational routine that has low value-added.
DOI: 10.15468/dl.xprm64
title: Occurrence Download

description: A dataset containing 1057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.029 42.269,2.151 42.269,2.151 42.358,2.029 42.358,2.029 42.269))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1057 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rgwrg
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.90449 42.80974,2.90047 42.80721,2.89735 42.80177,2.8983 42.79191,2.90459 42.78763,2.91224 42.78558,2.92075 42.78456,2.92714 42.78529,2.93187 42.78746,2.93542 42.79053,2.93679 42.79496,2.93728 42.798,2.93665 42.80086,2.93492 42.80588,2.93013 42.80905,2.92204 42.81244,2.91295 42.8126,2.90843 42.81142,2.90449 42.80974))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 503 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020444-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dskksp
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Teinopalpus aureus, Polyura narcaeus)",
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 266 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020448-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.