cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5518/1469
title: Dataset associated with the paper "Exploring the effects of mineral depletion on renewable energy technologies net energy returns"

description: This dataset provides the input data and R code needed to fully reproduce the analysis conducted in the paper "Exploring the effects of mineral depletion on renewable energy technologies net energy returns." To do so, the code reads the material intensities of each renewable energy technology and the energy intensities of mining each material, and estimates the variation in net energy returns for each renewable energy technology. The methodology is described in-depth in the associated paper.
DOI: 10.5281/zenodo.18299915
title: Public Sentiment and Emotional Responses on X During Social Unrest in Indonesia: An Event-Based Analysis

description: Social media platforms play a critical role in shaping and reflecting public sentiment during socio-political crises. During periods of social unrest, X (formerly Twitter) serves as a primary channel for real-time public discourse. This study examines public sentiment and emotional dynamics expressed on social media during a social unrest event in Indonesia using an event-based computational approach. Tweets were collected across three temporal phases: pre-event, event-day, and post-event. Sentiment classification was performed using ensemble-based machine learning models, namely Random Forest and XGBoost, while emotion analysis employed a lexicon-based approach to identify dominant emotional expressions. Model performance was evaluated using standard classification metrics. The results indicate a strong dominance of negative sentiment, accounting for more than 95% of the analyzed tweets, with positive sentiment appearing marginally. Both classification models exhibit prediction patterns consistent with the highly imbalanced sentiment distribution. Emotion analysis reveals anger as the most dominant expressed emotion, while fear and sadness occur less frequently. These findings highlight the role of social media as a digital information infrastructure that amplifies collective emotional responses during social unrest, contributing to Information Systems research on crisis-related online public discourse.
DOI: 10.5281/zenodo.18299914
title: Public Sentiment and Emotional Responses on X During Social Unrest in Indonesia: An Event-Based Analysis

description: Social media platforms play a critical role in shaping and reflecting public sentiment during socio-political crises. During periods of social unrest, X (formerly Twitter) serves as a primary channel for real-time public discourse. This study examines public sentiment and emotional dynamics expressed on social media during a social unrest event in Indonesia using an event-based computational approach. Tweets were collected across three temporal phases: pre-event, event-day, and post-event. Sentiment classification was performed using ensemble-based machine learning models, namely Random Forest and XGBoost, while emotion analysis employed a lexicon-based approach to identify dominant emotional expressions. Model performance was evaluated using standard classification metrics. The results indicate a strong dominance of negative sentiment, accounting for more than 95% of the analyzed tweets, with positive sentiment appearing marginally. Both classification models exhibit prediction patterns consistent with the highly imbalanced sentiment distribution. Emotion analysis reveals anger as the most dominant expressed emotion, while fear and sadness occur less frequently. These findings highlight the role of social media as a digital information infrastructure that amplifies collective emotional responses during social unrest, contributing to Information Systems research on crisis-related online public discourse.
DOI: 10.15468/dl.xwqzdp
title: Occurrence Download

description: A dataset containing 9516125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Streptopelia decaocto"
 ]
}

 The dataset includes 9516125 records from 4315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011525-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpbuqy
title: Occurrence Download

description: A dataset containing 523219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Culex Linnaeus, 1758"
 ]
}

 The dataset includes 523219 records from 438 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272668-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1l3u7a
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/0017222-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fda7nu
title: Occurrence Download

description: A dataset containing 2053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lutzia Theobald, 1903"
 ]
}

 The dataset includes 2053 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272666-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mo6s0w
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/0000063-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nivznt
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/0017205-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005115.v1.1.0
title: 28andHe
DOI: 10.15468/dl.erawlw
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/0022265-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsgrp4
title: Occurrence Download

description: A dataset containing 118794611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 118794611 records from 6034 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141541-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s7jgd
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces acidiscabies Lambert & Loria, 1989"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014274-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/aqe-gzf-rrh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b06-7w2-fgl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f9-4xk-mfg
title: Rhincalanus Dana, 1852-1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m80-5wf-8ww
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prm-kg3-yfa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jdl-2p1-zrc
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dpa-rsp-jpm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j1p-ebm-y2g
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8y7448
title: Occurrence Download

description: A dataset containing 8169589 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UK Butterfly Monitoring Scheme (UKBMS)"
 ]
}

 The dataset includes 8169589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105895-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/cnj-pqv-sfs
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fma-67h-e3w
title: Amphipoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.vpw8yg
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Microtrombicula Ewing, 1950, Neotrombicula Hirst, 1925, Leptotrombidium deliense (Walch, 1922), Leptotrombidium scutellare (Nagayo, Miyagawa, Mitamura, Tamiya & Tenjin, 1921), Leptotrombidium palpale (Nagayo, Miyagawa, Mitamura & Tamiya, 1919), Herpetacarus antarctica (Stekolnikov & González-Acuña, 2015), Proschoengastia antarctica Stekolnikov & González-Acuña, 2015, Herpetacarus eloisae Stekolnikov & Silva-de la Fuente, 2020, Quadraseta chiloensis Stekolnikov & Silva-de la Fuente, 2020, Argentinacarus expansus Goff & Gettinger, 1995, Eutrombicula Ewing, 1938)"
 ]
}

 The dataset includes 729 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105897-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/na7-blm-mbm
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s4z-456-2xe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxc-wnj-jxt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgh-zsy-9v2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyh-x30-wdz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6fn-txp-fe9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqe-6qk-5c9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjs-7t4-e62
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hw-js7-mtq
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94w-7wd-2hv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2f-8p3-4cw
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8w-8nv-pfm
title: Pleuromamma Giesbrecht in Giesbrecht & Schmeil, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xzx-ynd-zg3
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yer-lec-ymf
title: Pleuromamma Giesbrecht in Giesbrecht & Schmeil, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mp-5cd-69b
title: Lucicutia ovalis (Giesbrecht, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/71v-ced-26y
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zea-k82-ybg
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yd-f9p-b94
title: Charcotia selayarensis (Lowry & Kilgallen, 2014)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lpx-rxz-x20
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a37-ej1-ac7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cnm-rsp-xfx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ae-yje-fcm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q5w-4pn-gk9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2wh-mpp-acl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ltc-gv5-rr2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvc-h7z-5t8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/glc-ayl-2jq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pk4-nlx-rb8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8t-y42-723
title: Charcotia selayarensis (Lowry & Kilgallen, 2014)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6g7-y14-7pp
title: Pleurocrypta porcellanaelongicornis Hesse, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zex-4at-5zw
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4p-e85-mb6
title: Quadrivisio Stebbing, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lc2-vpl-162
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0az-d1f-n5n
title: Charcotia selayarensis (Lowry & Kilgallen, 2014)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9fl-ldd-a55
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwc-snt-f8v
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ga-8l1-5ky
title: Amphipoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j36-3fy-s62
title: Charcotia selayarensis (Lowry & Kilgallen, 2014)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w04-5j9-0jh
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yc8-mff-vhc
title: Candacia ethiopica (Dana, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cj1-kdn-1ma
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ksl-xj5-8qw
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/myb-em2-rcx
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sda-x62-wj3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ym3-kxk-9v7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fr-jgs-ry4
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9lc-ea0-jk1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e22-vbf-8c5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fh-amc-58m
title: Ibla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/edw-6cr-vyl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m3q-1sz-nss
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/48t-4bw-54a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ctl-r0c-mxz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5m3-n84-b2d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8d-lrp-3vx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k97-11c-qs0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m08-vhs-e85
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x0x-m7f-3zx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.p4tes3
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gentiana apiata N.E.Br."
 ]
}

 The dataset includes 102 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105901-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4s8-xg5-kj1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xdn-01h-xq5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkf-b4x-snb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69s-4z3-ty2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4m-7q9-fnv
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/38n-ah4-gw9
title: Candacia ethiopica (Dana, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q0n-rt7-1p8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6knzeu
title: Occurrence Download

description: A dataset containing 13992232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence, Fossil)",
 {
 "or" : [
 "Geometry POLYGON((-180 40,50 40,50 90,-180 90,-180 40))",
 "Geometry POLYGON((150 40,180 40,180 90,150 90,150 40))",
 "Geometry POLYGON((50 55,150 55,150 90,50 90,50 55))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bryophyta, Marchantiophyta)"
 ]
}

 The dataset includes 13992232 records from 1906 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105896-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qvtbm
title: Occurrence Download

description: A dataset containing 43547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.94716 38.10526,12.02941 37.76599,12.3327 37.79683,12.52804 38.25434,13.05752 38.64502,13.56643 38.47538,14.60996 38.41884,15.19084 38.2492,15.1857 38.72213,14.73847 38.94317,14.03936 38.71185,13.04723 38.88149,12.15278 38.33145,11.94716 38.10526))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 43547 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008079-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.