cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11635100
title: Architecture Decision Records in Practice: An Action Research Study

description: To establish good architectural practice and knowledge sharing during software development and maintenance, architectural design decisions need to be documented.

While a lot of research has been done on documenting architectural decisions, there exist few approaches with empirical evidence on their applicability and usefulness in practice. Architecture Decision Records are a popular documentation approach in industry, but there is a lack of research focusing on how Architecture Decision Records can be introduced in different company contexts.

To tackle this shortcoming, we performed an action research study in cooperation with a company that develops a microservice-based system without proper architecture design decision documentation.

This dataset encompasses our study material consisting of two questionnaires, our interview guides, and information on the codes used during our analysis.

 

This work was partially supported by the Wallenberg AI, Autonomous Systems and Software Program (WASP) funded by the Knut and Alice Wallenberg Foundation.
DOI: 10.15468/dl.xqhvaf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005511-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11635099
title: Architecture Decision Records in Practice: An Action Research Study

description: To establish good architectural practice and knowledge sharing during software development and maintenance, architectural design decisions need to be documented.

While a lot of research has been done on documenting architectural decisions, there exist few approaches with empirical evidence on their applicability and usefulness in practice. Architecture Decision Records are a popular documentation approach in industry, but there is a lack of research focusing on how Architecture Decision Records can be introduced in different company contexts.

To tackle this shortcoming, we performed an action research study in cooperation with a company that develops a microservice-based system without proper architecture design decision documentation.

This dataset encompasses our study material consisting of two questionnaires, our interview guides, and information on the codes used during our analysis.

 

This work was partially supported by the Wallenberg AI, Autonomous Systems and Software Program (WASP) funded by the Knut and Alice Wallenberg Foundation.
DOI: 10.15468/dl.i8i08s
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056926-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px7fzt
title: Occurrence Download

description: A dataset containing 4552601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2023-2024"
 ]
}

 The dataset includes 4552601 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072128-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa81wl
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002239-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5lx4jg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039991-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aswxci
title: Occurrence Download

description: A dataset containing 429873005 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected"
 ]
 },
 "Year 1988-2018",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 429873005 records from 1560 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018670-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bf5xx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is Mauritania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078301-250717081556266/datasets/export for details.
DOI: 10.15468/dl.kfwwgs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is Liberia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078300-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rescf4
title: Occurrence Download

description: A dataset containing 7215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aix galericulata"
 ]
}

 The dataset includes 7215 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078299-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf7fa9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078302-250717081556266/datasets/export for details.
DOI: 10.15468/dl.juxux9
title: Occurrence Download

description: A dataset containing 22544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 22544 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003811-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdgh9v
title: Occurrence Download

description: A dataset containing 4852597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 4852597 records from 813 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003810-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1y2-93a-612
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9nc-07f-gqv
title: Sorex Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/seg-dsw-e6c
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t9x-ksv-dz0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3l-eng-903
title: Terebratula Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dr8-kaa-cbl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kzg-g5z-pg8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/md4-zbv-xdw
title: †Oistotrigonia maestrichtiana (Briart, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rak-gj6-2jm
title: †Anthracospirifer Lane, 1963

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5dg-2rm-130
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cd4-ay0-3hp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hfx-g2z-trn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lpx-h83-94m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/f9jbktym4z
title: Urgent Need of Submarine Landslide Risk Monitoring after 2025 Mega-quake off Coast of Kamchatka

description: This data set includes machine learning model training and prediction results.
DOI: 10.3535/d6z-fl3-t61
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v9f-3ct-mdl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/87y-y1x-gs2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwc-n5a-t6c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/f9jbktym4z.1
title: Urgent Need of Submarine Landslide Risk Monitoring after 2025 Mega-quake off Coast of Kamchatka

description: This data set includes machine learning model training and prediction results.
DOI: 10.3535/3p9-860-qjr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/agp-gg3-tp3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hkw-6q1-fes
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.azpe9j
title: Occurrence Download

description: A dataset containing 3256513 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quiscalus mexicanus"
 ]
}

 The dataset includes 3256513 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020178-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7ygg8d7drt
title: sample data

description: According to the hydrological characteristics and vegetation pattern of Ejina oasis, 20 representative sample sites were selected. Soil cores were collected at six depth intervals of 0-10, 10-20, 20-40, 40-60, 60-80, and 80-100 cm. The data include soil carbon and environmental factors data of the study area, organic carbon turnover rate and organic carbon to inorganic carbon conversion ratio data.
DOI: 10.3535/6cx-5rw-5nm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qtg-qha-5xr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bzq-5cf-tl1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lbl-wva-sqa
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/7ygg8d7drt.1
title: sample data

description: According to the hydrological characteristics and vegetation pattern of Ejina oasis, 20 representative sample sites were selected. Soil cores were collected at six depth intervals of 0-10, 10-20, 20-40, 40-60, 60-80, and 80-100 cm. The data include soil carbon and environmental factors data of the study area, organic carbon turnover rate and organic carbon to inorganic carbon conversion ratio data.
DOI: 10.3535/1s2-16p-j4x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4d-sny-nfp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/747-tgl-n2h
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/pxh387fwbs
title: Raw dataset for “Avatar-Mediated Learning in the Metaverse for Sign Language Education”

description: This dataset contains raw data comparing traditional face-to-face instruction and metaverse-based avatar-mediated learning for sign language education.

File structure
Page 1: Learning Motivation (21 questionnaire items)
Page 2: Learning Outcomes (6 performance tests + total score)

Key variable
Learning_Approach: 0 = Traditional, 1 = Metaverse

Demographics
Gender (Male/Female)
Age group (12–15, 16–18, 19–24)
Education level (Secondary, University)

Learning Outcome Measures
WMT: Word Memory Test
SPA: Sign Position Accuracy Test
ET: Expressive Test
RT: Receptive Test
IT: Interaction Test
GT: Grammar Test
Total_Mark: Sum of all above tests

Motivation Questionnaire Scores
(Self-Determination Theory + Expectancy-Value Theory)
Autonomy (A1–A4)
Relatedness (R1–R4)
Competence (Cm1–Cm3)
Value (V1–V3)
Cost (C1–C3)
Learning Motivation (LM1–LM4)

Questionnaire:
Autonomy (4 items)
1. During the class, I feel interest about the sign language learning and enjoy it.
2. During the class, I feel challenging about the sign language learning.
3. Under this learning environment, my curiosity to the sign language learning increased.
4. Learning sign language will be beneficial for my future goals or career.
Relatedness (4 items)
5. Under this learning environment, you feel connected to your classmates.
6. Under this learning environment, you feel support by your classmates while learning.
7. Under this learning environment, you feel connected to your tutor.
8. Under this learning environment, you feel support by your teacher while learning.
Competence (3 items)
9. Under this learning environment, I am able to learn sign language class.
10. Under this learning environment, If I try hard enough, then I will understand the sign language class.
11. Before the lesson, I'm confident I can understand the most complex sign language.
Value (3 items)
12. Under this learning environment, I think it is important for me to learn sign language.
13. I think the sign language course is useful for me to learn.
14. Learning sign language will be beneficial for my future goals or career.
Cost (3 items)
15. When I take a test I think about how poorly I am doing compared with other students.
16. When I take a test I think about items on other parts of the test I can't answer.
17. I often worry that the time I spend learning sign language could be used for other important tasks.
Learning Motivation (4 items)
18. Under this learning environment, I feel excited to learn sign language.
19. Under this learning environment, I have high expectation to learning new things in the class.
20. I anticipated fruitful learning experience in the sign language class.
21. I am optimistic about having great experience in learning sign language.
DOI: 10.3535/3kw-x0k-8vm
title: †Phymosoma granulosum (Goldfuss, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t81-2bv-d9g
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.btgmcp
title: Occurrence Download

description: A dataset containing 4263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma rosaceum"
 ]
}

 The dataset includes 4263 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020235-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/m98-wfw-vtw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pfk-tj5-62v
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/pxh387fwbs.2
title: Raw dataset for “Avatar-Mediated Learning in the Metaverse for Sign Language Education”

description: This dataset contains raw data comparing traditional face-to-face instruction and metaverse-based avatar-mediated learning for sign language education.

File structure
Page 1: Learning Motivation (21 questionnaire items)
Page 2: Learning Outcomes (6 performance tests + total score)

Key variable
Learning_Approach: 0 = Traditional, 1 = Metaverse

Demographics
Gender (Male/Female)
Age group (12–15, 16–18, 19–24)
Education level (Secondary, University)

Learning Outcome Measures
WMT: Word Memory Test
SPA: Sign Position Accuracy Test
ET: Expressive Test
RT: Receptive Test
IT: Interaction Test
GT: Grammar Test
Total_Mark: Sum of all above tests

Motivation Questionnaire Scores
(Self-Determination Theory + Expectancy-Value Theory)
Autonomy (A1–A4)
Relatedness (R1–R4)
Competence (Cm1–Cm3)
Value (V1–V3)
Cost (C1–C3)
Learning Motivation (LM1–LM4)

Questionnaire:
Autonomy (4 items)
1. During the class, I feel interest about the sign language learning and enjoy it.
2. During the class, I feel challenging about the sign language learning.
3. Under this learning environment, my curiosity to the sign language learning increased.
4. Learning sign language will be beneficial for my future goals or career.
Relatedness (4 items)
5. Under this learning environment, you feel connected to your classmates.
6. Under this learning environment, you feel support by your classmates while learning.
7. Under this learning environment, you feel connected to your tutor.
8. Under this learning environment, you feel support by your teacher while learning.
Competence (3 items)
9. Under this learning environment, I am able to learn sign language class.
10. Under this learning environment, If I try hard enough, then I will understand the sign language class.
11. Before the lesson, I'm confident I can understand the most complex sign language.
Value (3 items)
12. Under this learning environment, I think it is important for me to learn sign language.
13. I think the sign language course is useful for me to learn.
14. Learning sign language will be beneficial for my future goals or career.
Cost (3 items)
15. When I take a test I think about how poorly I am doing compared with other students.
16. When I take a test I think about items on other parts of the test I can't answer.
17. I often worry that the time I spend learning sign language could be used for other important tasks.
Learning Motivation (4 items)
18. Under this learning environment, I feel excited to learn sign language.
19. Under this learning environment, I have high expectation to learning new things in the class.
20. I anticipated fruitful learning experience in the sign language class.
21. I am optimistic about having great experience in learning sign language.
DOI: 10.3535/s5j-9ef-acg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xm8-8w5-8pr
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ltj-pd5-szj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1lx-weg-7nv
title: †Phricodothyris George, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nmy-xp4-vw5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vh-h9w-2lc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f27-475-59y
title: Testudines

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99c-p2p-a66
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g2n-j8v-hx9
title: Sorex Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eyv-pn9-4fw
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5g-933-jzm
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gn2-m8j-e7r
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wzp-e52-v0x
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ka6-cqy-0jm
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qbg-0g3-2af
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kn-lyc-xgf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/657-j8v-hrc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.