cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25592/uhhfdm.17297
title: Supporting non-profit organisations and exploring social science issues through research-based learning

description: The co-creative research seminar "Campus meets Community Lab" takes place in the Faculty of Political and Social Sciences at the University of Hamburg. In the context of the seminar, Bachelor's and Master's students work together with non-profit organisations to research social science topics over several semesters.
DOI: 10.25592/uhhfdm.17296
title: Supporting non-profit organisations and exploring social science issues through research-based learning

description: The co-creative research seminar "Campus meets Community Lab" takes place in the Faculty of Political and Social Sciences at the University of Hamburg. In the context of the seminar, Bachelor's and Master's students work together with non-profit organisations to research social science topics over several semesters.
DOI: 10.25592/uhhfdm.17295
title: Researching diversity in the age of digital learning

description: The research-based learning programme presented here deals with the topic of diversity and digitality and is aimed at various students on the dual Master's degree programme in Culture and Society at Paderborn University and is also open to exchange students from Estonia and the Czech Republic.
DOI: 10.25592/uhhfdm.17294
title: Researching diversity in the age of digital learning

description: The research-based learning programme presented here deals with the topic of diversity and digitality and is aimed at various students on the dual Master's degree programme in Culture and Society at Paderborn University and is also open to exchange students from Estonia and the Czech Republic.
DOI: 10.25592/uhhfdm.17289
title: Solidarity economy & research-based learning

description: The research-based learning provision presented here is aimed at humanities scholars and social scientists and uses theoretical approaches and field research to examine how solidarity economy is practised in Berlin.
DOI: 10.25592/uhhfdm.17288
title: Solidarity economy & research-based learning

description: The research-based learning provision presented here is aimed at humanities scholars and social scientists and uses theoretical approaches and field research to examine how solidarity economy is practised in Berlin.
DOI: 10.25592/uhhfdm.17293
title: Determinants and consequences of information avoidance

description: This research-based learning programme takes place as part of a seminar at the Institute for Journalism and Communication Research. The students go through the entire research process and in exploring the topic of information avoidance.
DOI: 10.25592/uhhfdm.17292
title: Determinants and consequences of information avoidance

description: This research-based learning programme takes place as part of a seminar at the Institute for Journalism and Communication Research. The students go through the entire research process and in exploring the topic of information avoidance.
DOI: 10.25592/uhhfdm.17287
title: Research-based learning with DBR in the master's programme in Higher Education

description: The practice of research-based learning characterises an entire module that is integrated into the (consecutive) Master's degree programme in Higher Education. The students come from various disciplines and study online and part-time. The research genre Design-Based Research is specified, which students can use to gain practical benefits in the context of their professional activities in addition to scientific knowledge.
DOI: 10.25592/uhhfdm.17286
title: Research-based learning with DBR in the master's programme in Higher Education

description: The practice of research-based learning characterises an entire module that is integrated into the (consecutive) Master's degree programme in Higher Education. The students come from various disciplines and study online and part-time. The research genre Design-Based Research is specified, which students can use to gain practical benefits in the context of their professional activities in addition to scientific knowledge.
DOI: 10.25592/uhhfdm.17285
title: Research-based learning as a central element in the introductory phase of geography studies

description: The research-based learning provision presented here was designed for first-year students of geography and shows how students can go through a complete research cycle at the beginning of their studies.
DOI: 10.25592/uhhfdm.17284
title: Research-based learning as a central element in the introductory phase of geography studies

description: The research-based learning provision presented here was designed for first-year students of geography and shows how students can go through a complete research cycle at the beginning of their studies.
DOI: 10.25592/uhhfdm.17394
title: Pathology-oriented multiplexing enables integrative disease mapping

description: Protein expression and location within tissues represent key determinants of health and disease. While advances in multiplexed imaging have expanded the number of proteins that can be spatially assessed, its potential use to integrate different biological layers (i.e., cell structure, subcellular domains and signal activity) remains unclear. Available methods are mainly restricted by the composition of antibody panels and image resolution, limiting the applications and development of computational image analysis tools. Here, we present <strong><strong>Patho</strong></strong>logy-oriented multi<strong><strong>Plex</strong></strong>ing (PathoPlex), a scalable, quality-controlled, and interpretable framework that combines deep multiplexed imaging at subcellular resolution with an open-source software package to extract, interpret and model protein co-expression patterns (clusters) that represent the integration of multiple biological layers. PathoPlex provides simple 3D printing solutions to simultaneously process up to 40 archival formalin-fixed paraffin-embedded biopsies (approx. 4000 mm<sup>2</sup>) using conventional inverted fluorescent light microscopes. We validated PathoPlex in 95 iterative cycles, mapping at least 142 commercial antibodies at 80 nm per pixel, which generated over half a trillion pixels. As proof-of-concept, we identified epithelial c-Jun activity as a key switch in immune-mediated kidney disease, demonstrating that PathoPlex-derived clusters represent functional pathological features. Next, PathoPlex was used to dissect human diabetic kidney disease (DKD), defining clusters associated with organ function, patient stratification, and therapeutic potential (i.e., calcium-mediated stress in proximal tubuli). Then, PathoPlex revealed clusters linked to renal stress in patients with type 2 diabetes (T2D) without DKD, providing tissue-based readouts to assess response to short-term administration of sodium-glucose cotransporter-2 inhibitors (SGLT2i). Finally, we proposed a cluster-based model connecting early T2D with DKD in patients without SGLT2i and evaluated the potential of SGLT2i to modify DKD development and progression. In summary, PathoPlex paves the way to democratize access to multiplexed imaging and support the development and interpretation of next-generation pathology atlases.
DOI: 10.25592/uhhfdm.17393
title: Pathology-oriented multiplexing enables integrative disease mapping

description: Protein expression and location within tissues represent key determinants of health and disease. While advances in multiplexed imaging have expanded the number of proteins that can be spatially assessed, its potential use to integrate different biological layers (i.e., cell structure, subcellular domains and signal activity) remains unclear. Available methods are mainly restricted by the composition of antibody panels and image resolution, limiting the applications and development of computational image analysis tools. Here, we present <strong><strong>Patho</strong></strong>logy-oriented multi<strong><strong>Plex</strong></strong>ing (PathoPlex), a scalable, quality-controlled, and interpretable framework that combines deep multiplexed imaging at subcellular resolution with an open-source software package to extract, interpret and model protein co-expression patterns (clusters) that represent the integration of multiple biological layers. PathoPlex provides simple 3D printing solutions to simultaneously process up to 40 archival formalin-fixed paraffin-embedded biopsies (approx. 4000 mm<sup>2</sup>) using conventional inverted fluorescent light microscopes. We validated PathoPlex in 95 iterative cycles, mapping at least 142 commercial antibodies at 80 nm per pixel, which generated over half a trillion pixels. As proof-of-concept, we identified epithelial c-Jun activity as a key switch in immune-mediated kidney disease, demonstrating that PathoPlex-derived clusters represent functional pathological features. Next, PathoPlex was used to dissect human diabetic kidney disease (DKD), defining clusters associated with organ function, patient stratification, and therapeutic potential (i.e., calcium-mediated stress in proximal tubuli). Then, PathoPlex revealed clusters linked to renal stress in patients with type 2 diabetes (T2D) without DKD, providing tissue-based readouts to assess response to short-term administration of sodium-glucose cotransporter-2 inhibitors (SGLT2i). Finally, we proposed a cluster-based model connecting early T2D with DKD in patients without SGLT2i and evaluated the potential of SGLT2i to modify DKD development and progression. In summary, PathoPlex paves the way to democratize access to multiplexed imaging and support the development and interpretation of next-generation pathology atlases.
DOI: 10.25592/uhhfdm.17283
title: Implementation of social science methods and practical collaboration in research-based learning

description: The practical example presented here is aimed at Bachelor students of political science and sociology in their second semester. In it, students go through a complete research cycle and work together with practice partners and tutors.
DOI: 10.25592/uhhfdm.17282
title: Implementation of social science methods and practical collaboration in research-based learning

description: The practical example presented here is aimed at Bachelor students of political science and sociology in their second semester. In it, students go through a complete research cycle and work together with practice partners and tutors.
DOI: 10.25592/uhhfdm.17281
title: Research-based learning in sports science

description: The course on research-based learning presented here is part of the Master's degree programme in movement and sport gerontology at the German Sport University Cologne. As part of the course, students learn how exercise interventions are scientifically planned, implemented, and evaluated in a research project.
DOI: 10.25592/uhhfdm.17280
title: Research-based learning in sports science

description: The course on research-based learning presented here is part of the Master's degree programme in movement and sport gerontology at the German Sport University Cologne. As part of the course, students learn how exercise interventions are scientifically planned, implemented, and evaluated in a research project.
DOI: 10.25592/uhhfdm.17279
title: Research in sports science with the help of literature reviews

description: The seminar takes place at the German Sport University Cologne. This report shows how research-based learning can be implemented in the context of scientific literature analyses and how learners can be introduced to theoretical and literature-based analyses.
DOI: 10.25592/uhhfdm.17278
title: Research in sports science with the help of literature reviews

description: The seminar takes place at the German Sport University Cologne. This report shows how research-based learning can be implemented in the context of scientific literature analyses and how learners can be introduced to theoretical and literature-based analyses.
DOI: 10.25592/uhhfdm.17277
title: Little Research Value: Seeking to understand migrant labors' past and how it affects the present

description: The research-based learning seminar presented here takes place in the historical sciences and deals with the topic of historical labor migration and how to interpret sources.
DOI: 10.25592/uhhfdm.17276
title: Little Research Value: Seeking to understand migrant labors' past and how it affects the present

description: The research-based learning seminar presented here takes place in the historical sciences and deals with the topic of historical labor migration and how to interpret sources.
DOI: 10.6084/m9.figshare.28016792
title: Perception of smart technology adoption data.xlsx

description: This study assesses individuals' perceptions of smart technology adoption in preventive healthcare.
DOI: 10.5281/zenodo.15259547
title: Prolonged 187Os/188Os excursion implies hydrothermal influence after the Chicxulub impact in the Gulf of Mexico

description: The Cretaceous/Paleogene boundary asteroid impact is recorded globally as a negative 187Os/188Os excursion, including in sediments recovered from the IODP-ICDP drilling within the peak ring of the Chicxulub structure in the Gulf of Mexico. The reconstructed marine 187Os/188Os curves can be used for global age correlations on the ~10 kyr scale. However, the versatility of Os isotope clock between the proximal and distal sites remains unclear. This paper presents 187Os/188Os records from early Paleocene sediments deposited in the Chicxulub impact basin and Mexican sites with biochronological scales. The results for these proximal sites show a recovery timescale of ~700 kyr, which is significantly longer than that of the distal sites (~200 kyr). The interval showing the 187Os/188Os decline coincides with the enrichment of hydrothermally- derived Mn, implying that hydrothermal venting at the Chicxulub structure may have played a role in the marine chemistry and ecosystem of the Gulf of Mexico.
description: This work was supported by grant PID2022-136233NB-I00 funded by MCIN/ AEI /10.13039/501100011033/and by ERDF A way to make Europe. Vicente Gilabert acknowledges support from Ministerio de Universidades (MIU) and European Union (Margarita Salas post-doctoral grant) funded by European Union-NextGeneration EU.
DOI: 10.5281/zenodo.15259548
title: Prolonged 187Os/188Os excursion implies hydrothermal influence after the Chicxulub impact in the Gulf of Mexico

description: The Cretaceous/Paleogene boundary asteroid impact is recorded globally as a negative 187Os/188Os excursion, including in sediments recovered from the IODP-ICDP drilling within the peak ring of the Chicxulub structure in the Gulf of Mexico. The reconstructed marine 187Os/188Os curves can be used for global age correlations on the ~10 kyr scale. However, the versatility of Os isotope clock between the proximal and distal sites remains unclear. This paper presents 187Os/188Os records from early Paleocene sediments deposited in the Chicxulub impact basin and Mexican sites with biochronological scales. The results for these proximal sites show a recovery timescale of ~700 kyr, which is significantly longer than that of the distal sites (~200 kyr). The interval showing the 187Os/188Os decline coincides with the enrichment of hydrothermally- derived Mn, implying that hydrothermal venting at the Chicxulub structure may have played a role in the marine chemistry and ecosystem of the Gulf of Mexico.
description: This work was supported by grant PID2022-136233NB-I00 funded by MCIN/ AEI /10.13039/501100011033/and by ERDF A way to make Europe. Vicente Gilabert acknowledges support from Ministerio de Universidades (MIU) and European Union (Margarita Salas post-doctoral grant) funded by European Union-NextGeneration EU.
DOI: 10.15468/dl.6rv2d3
title: Occurrence Download

description: A dataset containing 14471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU, NT, LC, DD, NE)",
 "OccurrenceStatus is Present",
 "TaxonKey is Malacostraca"
 ]
}

 The dataset includes 14471 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009185-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14999309
title: LALSuite waveform data

description: Repository containing extra data files (for ROMs/surrogates) required for use with the LALSuite library routines.

In order to use these Zenodo repository with your installation of LALSuite, one has to download these files in a directory, and set the LAL_DATA_PATH environment variable to the path of that directory.i.e.,

export LAL_DATA_PATH=path-directory-containing-the-files
DOI: 10.5281/zenodo.14999310
title: LALSuite waveform data

description: Repository containing extra data files (for ROMs/surrogates) required for use with the LALSuite library routines.

In order to use these Zenodo repository with your installation of LALSuite, one has to download these files in a directory, and set the LAL_DATA_PATH environment variable to the path of that directory.i.e.,

export LAL_DATA_PATH=path-directory-containing-the-files
DOI: 10.6084/m9.figshare.28838369
title: Deep Learning –Based Image Classification System

description: Deep learning, a subset of machine learning, has revolutionized artificial intelligence (AI) with 
its ability to model complex data patterns through artificial neural networks. It excels in fields 
like image and speech recognition, natural language processing, and autonomous systems.
DOI: 10.15468/dl.akh4qw
title: Occurrence Download

description: A dataset containing 1040860 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cactaceae"
 ]
}

 The dataset includes 1040860 records from 1435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009180-250415084134356/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.28926944
title: Using APP transgenic zebrafish model to explore the therapeutic effects of Zhenbao pills and its main components on Alzheimer's disease

description: ZBP, CA, and CACD recovered behavior disorders in APP zebrafish.ZBP reduced AChE and BuChE activities and increased ACh content in APP zebrafish.ZBP inhibited AChE and BuChE gene expression in APP zebrafish.
DOI: 10.15468/dl.xk8sn6
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dyerophytum Kuntze"
 ]
}

 The dataset includes 93 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014255-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yz5uau
title: Occurrence Download

description: A dataset containing 870068 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Empidonax traillii (Audubon, 1828)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 870068 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014249-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7ns0rw0
title: Sediment chemistry data collected during R/V Atlantis/Alvin (DSV-2) cruise AT26-13 in the northern Gulf of Mexico from 2014-03-31 to 2014-04-01
DOI: 10.15468/dl.z7nfmz
title: Occurrence Download

description: A dataset listing the 4064143 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4064143 records were derived from 72822 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014252-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns886x
title: Occurrence Download

description: A dataset containing 14640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamaricaceae"
 ]
}

 The dataset includes 14640 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014256-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spra5s
title: Occurrence Download

description: A dataset containing 15690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Carpesium L."
 ]
}

 The dataset includes 15690 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014257-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnm9qq
title: Occurrence Download

description: A dataset containing 120338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taraba major (Vieillot, 1816)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 120338 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014248-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjzzrz
title: Occurrence Download

description: A dataset containing 253086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubo scandiacus (Linnaeus, 1758)",
 "Year 2005-2025"
 ]
}

 The dataset includes 253086 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014253-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27nqsz
title: Occurrence Download

description: A dataset containing 4449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Carpha Banks & Sol. ex R.Br."
 ]
}

 The dataset includes 4449 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014258-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.