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

description: A dataset containing 5500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deutzia crenata"
 ]
}

 The dataset includes 5500 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060538-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm7xjn
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Machilus japonica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4057 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060539-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au3bhw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora holosericea",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060542-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3bss2
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060543-250920141307145/datasets/export for details.
DOI: 10.15468/dl.phpjj7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tegillarca rhombea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060544-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzfp97
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parashorea aptera"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060546-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh82y4
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Machilus kwangtungensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 205 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060548-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15350873
title: Bedrock DEM of Bossons and Taconnaz glaciers

description: This dataset contains : 

- the raw data of the GPR survey based on ETH’s helicopter-borne platform “AIRETH” conducted on 30 and 31 January 2024 on the Bossons glacier

- a reconstructed DEM for the bedrock of both Taconnaz and Bossons glaciers.
DOI: 10.5281/zenodo.15350872
title: Bedrock DEM of Bossons and Taconnaz glaciers

description: This dataset contains : 

- the raw data of the GPR survey based on ETH’s helicopter-borne platform “AIRETH” conducted on 30 and 31 January 2024 on the Bossons glacier

- a reconstructed DEM for the bedrock of both Taconnaz and Bossons glaciers.
DOI: 10.15468/dl.9npxqw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora incarnata",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060549-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33jxm7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora incarnata",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060550-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwwmaq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora incarnata",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060551-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/g9c-1pk-rwg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2ch-tym-w5r
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sb9-at1-5nn
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r3a-4ws-y4w
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wfx-wdj-n2k
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mtg-j31-6md
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qpk-jlz-zg4
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/a89-mch-e5h
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qrd-msk-4bj
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/aaq-rlv-hes
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/adt-ktl-nwp
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/465-yl0-r8g
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7vg-s8l-5yv
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0r4-3v4-fd9
title: Conochitina cf. protracta (Zaslavskaya, 1980)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/md3-lhk-tcd
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d07-wmx-5ae
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ya4-wya-xpn
title: Clathrochitina cf. clathrata Eisenack, 1959

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4ve-b9w-29d
title: Eisenackitina aff. elongata Eisenack, 1972

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fyy-3tk-7cv
title: Plantae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8t0-n49-m3v
title: Gotlandochitina ruhnuensis Nestor, 1982

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nps-h5m-rcs
title: Conochitina cribrosa Nestor, 1982

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n01-kpx-wje
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vzm-c4t-b7y
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tfe-mjl-sk0
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x50-m9x-l9d
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g6d-zf6-lr2
title: Conochitina claviformis Eisenack, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2vp-36v-nty
title: Oepikodus evae (Lindström, 1955)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/spt-y6b-zpv
title: Anthochitina primula Nestor, 1994

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xwh-wth-0m9
title: Ancyrochitina ancyrea (Eisenack, 1931)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cwk-g5d-ztd
title: Eoplacognathus pseudoplanus (Viira, 1972)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rhp-7xg-bpg
title: Conochitina proboscifera Eisenack, 1937

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l35-3g0-kps
title: Baltoniodus navis (Lindström, 1955)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vyc-lpx-g8s
title: Plantae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dvv-ple-m14
title: Ancyrochitina convexa Nestor, 1980

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w0c-wl0-56m
title: Pterospathodus amorphognathoides amorphognathoides Walliser, 1964

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1ey-mxh-wy0
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nex-sa8-vxd
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k6r-r4q-7ym
title: Bursachitina nana (Nestor, 1994)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x8s-s6f-nzb
title: Periodon flabellum (Lindström, 1954)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2x1-33p-4xz
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l6m-zds-r9n
title: Cyclocrinites C.E.I. von Eichwald, 1840

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dpb-pxl-fnc
title: Triangulodus brevibasis (Sergeeva, 1963)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vdh-ltv-kbb
title: Sagittodontina sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cm1-fng-1wv
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e71-yq5-gkq
title: Plantae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5ew-c0q-50f
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wkl-2cb-fv7
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sdd-jll-dle
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x9e-at1-tsb
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3xq-04j-xn3
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7kp-3ew-ydw
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l34-els-n11
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w12-hnk-g1n
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2t9-t0k-3wm
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v4p-qnn-f1j
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8z5-14c-61d
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r2l-x33-ndr
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26813062
title: Expensive but Worth It: Live Projects in Statistics, Data Science, and Analytics Courses

description: Students in statistics, data science, analytics, and related fields study the theory and methodology of data-related topics. Some, but not all, are exposed to experiential learning courses that cover essential parts of the life cycle of practical problem-solving. Experiential learning enables students to convert real-world issues into solvable technical questions and effectively communicate their findings to clients. We describe several experiential learning course designs in statistics, data science, and analytics curricula. We present findings from interviews with faculty from the U.S., Europe, and the Middle East and surveys of former students. We observe that courses featuring live projects and coaching by experienced faculty have a high career impact, as reported by former participants. However, such courses are labor-intensive for both instructors and students. We give estimates of the required effort to deliver courses with live projects and the perceived benefits and tradeoffs of such courses. Overall, we conclude that courses offering live-project experiences, despite being more time-consuming than traditional courses, offer significant benefits for students regarding career impact and skill development, making them worthwhile investments. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.26813062.v1
title: Expensive but Worth It: Live Projects in Statistics, Data Science, and Analytics Courses

description: Students in statistics, data science, analytics, and related fields study the theory and methodology of data-related topics. Some, but not all, are exposed to experiential learning courses that cover essential parts of the life cycle of practical problem-solving. Experiential learning enables students to convert real-world issues into solvable technical questions and effectively communicate their findings to clients. We describe several experiential learning course designs in statistics, data science, and analytics curricula. We present findings from interviews with faculty from the U.S., Europe, and the Middle East and surveys of former students. We observe that courses featuring live projects and coaching by experienced faculty have a high career impact, as reported by former participants. However, such courses are labor-intensive for both instructors and students. We give estimates of the required effort to deliver courses with live projects and the perceived benefits and tradeoffs of such courses. Overall, we conclude that courses offering live-project experiences, despite being more time-consuming than traditional courses, offer significant benefits for students regarding career impact and skill development, making them worthwhile investments. Supplementary materials for this article are available online.
DOI: 10.3535/00q-5tg-rxs
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/trc-qmj-8wa
title: Protopanderodus cf. varicostatus (Sweet et Bergström, 1962)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28127458
title: Learning While Learning: Psychology Case Studies for Teaching Regression

description: In this article, we explore the use of two published datasets for teaching a wide range of students about regression models, with a particular focus on interaction terms. The two datasets come from recent psychology studies on beliefs about poverty and welfare, and about the dynamics of groups projects. Both datasets (and their original research papers) are accessible to students, and because of their context, students can learn about data collection, measurement, and the use of statistics when studying complex social topics, while using the data to learn about regression analysis. We have used these data for a range of in-class activities, journal paper discussions, exams, and extended projects, at the undergraduate, master’s, and doctoral levels. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.28127458.v2
title: Learning While Learning: Psychology Case Studies for Teaching Regression

description: In this article, we explore the use of two published datasets for teaching a wide range of students about regression models, with a particular focus on interaction terms. The two datasets come from recent psychology studies on beliefs about poverty and welfare, and about the dynamics of groups projects. Both datasets (and their original research papers) are accessible to students, and because of their context, students can learn about data collection, measurement, and the use of statistics when studying complex social topics, while using the data to learn about regression analysis. We have used these data for a range of in-class activities, journal paper discussions, exams, and extended projects, at the undergraduate, master’s, and doctoral levels. Supplementary materials for this article are available online.
DOI: 10.3535/epy-9ep-n1d
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lqx-fh6-y99
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28127458.v1
title: Learning while Learning: Psychology Case Studies for Teaching Regression

description: In this article, we explore the use of two published datasets for teaching a wide range of students about regression models, with a particular focus on interaction terms. The two datasets come from recent psychology studies on beliefs about poverty and welfare, and about the dynamics of groups projects. Both datasets (and their original research papers) are accessible to students, and because of their context, students can learn about data collection, measurement, and the use of statistics when studying complex social topics, while using the data to learn about regression analysis. We have used these data for a range of in-class activities, journal paper discussions, exams, and extended projects, at the undergraduate, master’s, and doctoral levels.
DOI: 10.3535/h5h-w1j-esf
title: Conochitina aff. armillata Taugourdeau et de Jekhowsky, 1960

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wf2-1xa-0lw
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5sc-734-lr5
title: Dolomite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lxy-zts-g3p
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/28s-5h7-t7d
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/def-9mb-17q
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28711068
title: Increasing Interest in Data Literacy: The Quantitative Public Health Data Literacy Training Program

description: Due to the COVID-19 pandemic, the presentation of public health data to lay audiences has increased without most people having the knowledge to understand what these statistics mean. Recognizing that minoritized populations are deeply impacted by the pandemic and wanting to improve the racial representation in biostatistics we developed a training program aimed at increasing the data literacy of high school and college students from minoritized groups. The program introduced the basics of public health, data literacy, statistical software, descriptive statistics, and data ethics. The instructors taught eight synchronous sessions consisting of lectures and experiential group exercises. Five of the sessions were also offered asynchronously. Of the 209 students, 76% were college students; 90% identified as Black, Asian, or Latino/a/x; and the average age was 21 years. In synchronous sessions, 56% of students attended all sessions. All course sessions were rated as <i>good</i>/<i>excellent</i> by most (≥70%) students. The program recruited, engaged, and retained a large cohort (N&gt;100) of underrepresented students in biostatistics/data science for a virtual data literacy training. The program demonstrates the feasibility of developing and implementing public health training programs designed to increase racial and gender diversity in the field.