cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.88ay55
title: Occurrence Download

description: A dataset containing 257938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Geometry POLYGON((-12 20,60 20,60 75,-12 75,-12 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer platanoides L.",
 "Year 1980-2024"
 ]
}

 The dataset includes 257938 records from 794 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002263-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fphg2p
title: Occurrence Download

description: A dataset containing 6080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Pterocles namaqua (Gmelin, 1789)"
 ]
}

 The dataset includes 6080 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002268-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frrdcv
title: Occurrence Download

description: A dataset containing 3241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sri Lanka",
 "TaxonKey is Gracula ptilogenys Blyth, 1846",
 "Year 2000-2025"
 ]
}

 The dataset includes 3241 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002269-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65e85w
title: Occurrence Download

description: A dataset containing 21620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus contorta Douglas ex Loudon"
 ]
}

 The dataset includes 21620 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002270-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stcv3y
title: Occurrence Download

description: A dataset containing 30873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Pternistis swainsonii (A.Smith, 1836)"
 ]
}

 The dataset includes 30873 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002272-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez4qnk
title: Occurrence Download

description: A dataset containing 144693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ondatra zibethicus (Linnaeus, 1766)",
 "DatasetKey is one of (VMM - Rat control occurrences in Flanders, Belgium, Muskrat captures in Flanders, Belgium, MICA - Muskrat occurrences collected by RATO in East Flanders, Belgium, MICA - Muskrat occurrences collected by VMM in Flanders, Belgium, RATO - daily operations commissioned by the province East Flanders, Belgium)"
 ]
}

 The dataset includes 144693 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002271-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud23ep
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus tabl Berry, 1968",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002273-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vmw8y
title: Occurrence Download

description: A dataset containing 4496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Bugeranus carunculatus (Gmelin, 1789)"
 ]
}

 The dataset includes 4496 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002274-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14880214
title: An ethnobotanical study of plants used for the treatment ofBody pain in Mahoba District of Bundelkhand, Central India

description: This paper is based on the medicinal plants used for treating body pain by the tribals in Mahoba district.There are no more tribal communities but some Saharia, Gonds and Kol are found in some areas of district. Besides these tribes , district is also visited periodically by Kanjad, Kuchbandhiya, Kanfara, Parkola and Jasaundhi.The primitive tribals acquired the knowledge ofeconomic and medicinal properties of many plants bytrial and error methods and they are the store house ofsuch knowledge. This accumulated knowledge ispassed on from one generation to the other by oraltradition without any written document. The life andculture of the tribals in the district is fast changingdue to the developmental activities initiated byGovernment and non-Government agencies. In viewof this study was undertaken to document theirvaluable information about the plants. Medicinalplants play a key role in the daily life of the tribals and periodically visitors as Kanjad, Kuchbandhiya, Kanfara, Parkola and Jasaundhiin the district.
DOI: 10.5281/zenodo.14880215
title: An ethnobotanical study of plants used for the treatment ofBody pain in Mahoba District of Bundelkhand, Central India

description: This paper is based on the medicinal plants used for treating body pain by the tribals in Mahoba district.There are no more tribal communities but some Saharia, Gonds and Kol are found in some areas of district. Besides these tribes , district is also visited periodically by Kanjad, Kuchbandhiya, Kanfara, Parkola and Jasaundhi.The primitive tribals acquired the knowledge ofeconomic and medicinal properties of many plants bytrial and error methods and they are the store house ofsuch knowledge. This accumulated knowledge ispassed on from one generation to the other by oraltradition without any written document. The life andculture of the tribals in the district is fast changingdue to the developmental activities initiated byGovernment and non-Government agencies. In viewof this study was undertaken to document theirvaluable information about the plants. Medicinalplants play a key role in the daily life of the tribals and periodically visitors as Kanjad, Kuchbandhiya, Kanfara, Parkola and Jasaundhiin the district.
DOI: 10.3886/e178281
title: Psychometric Evaluation of Teacher Mindfulness Scale: Measurement Invariance in Educational Level and Age

description: This study examines the factorial structure and factorial invariance of the MST in an Iranian sample. Confirmatory factor analysis was conducted to explore dimensionality and test for measurement invariance in factor structure, factor loadings and intercepts across educational level and age groups in a sample (N = 735), of Iranian primary and high-school male and female teachers (24–55 years).
DOI: 10.3886/e178281v1-168104
title: Psychometric Evaluation of Teacher Mindfulness Scale: Measurement Invariance in Educational Level and Age

description: This study examines
the factorial structure and factorial invariance of the MST in an Iranian
sample. Confirmatory factor analysis was conducted to explore dimensionality
and test for measurement invariance in factor structure, factor loadings and
intercepts across educational level and age groups in a sample (N = 735), of Iranian
primary and high-school male and female teachers (24–55 years).
DOI: 10.15468/dl.trxbk7
title: Occurrence Download

description: A dataset containing 1522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sri Lanka",
 "TaxonKey is Sturnornis albofrontatus (E.L.Layard, 1854)",
 "Year 2000-2025"
 ]
}

 The dataset includes 1522 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002276-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcepy2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pisolithus orientalis Watling, Phosri & M.P.Martín"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002277-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6j2k97
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.09082 14.76665,-87.27321 14.76665,-87.27321 20.69722,-102.09082 20.69722,-102.09082 14.76665))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus molossus oaxacus Gloyd, 1948"
 ]
}

 The dataset includes 99 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002279-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8hrrt
title: Occurrence Download

description: A dataset containing 994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sri Lanka",
 "TaxonKey is Myophonus blighi (Holdsworth, 1872)",
 "Year 2000-2025"
 ]
}

 The dataset includes 994 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002280-250214102907787/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.28308620
title: Source data for the Figures in Kono et al. (2025)

description: Kono et al. (2025), Gravitational stability of iron-rich peridotite melt at Mars's core-mantle boundary, Communications Earth & Environment.
DOI: 10.15468/dl.yc4xyk
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus russelli (Rüppell, 1830)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002281-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrxstc
title: Occurrence Download

description: A dataset listing the 658 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL.15.87_2)"
 ]
}

 The dataset's 658 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhe8fk
title: Occurrence Download

description: A dataset containing 2371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Neotis ludwigii (Ruppell, 1837)"
 ]
}

 The dataset includes 2371 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002282-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.supx2b
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tuber melanosporum Vittad."
 ]
}

 The dataset includes 139 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002283-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wrudr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.32249409881368 37.45525008008062,-5.311801612759055 37.45525008008062,-5.311801612759055 37.46594256613524,-5.32249409881368 37.46594256613524,-5.32249409881368 37.45525008008062))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lanius senator Linnaeus, 1758"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002284-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfh79q
title: Occurrence Download

description: A dataset containing 270320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eugenia L."
 ]
}

 The dataset includes 270320 records from 1103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002266-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/sdbmjh
title: First description of the females of two species of Zodarion (Araneae: Zodariidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Coşar, İlhan, Danişman, Tarik, Elverici, Mert (2022): First description of the females of two species of Zodarion (Araneae: Zodariidae). Zootaxa 5178 (1): 92-100, DOI: 10.11646/zootaxa.5178.1.6AbstractThe females of Zodarion samos Bosmans, 2009 and Zodarion varoli Akpınar, 2016 are described for the first time. Z. samos Bosmans, 2009 is further a new record to the Turkish araneofauna. Characteristic features and photographs of both species are presented, and known localities in Turkey are provided. Previous records of Zodarion rubidum Simon, 1914, and Zodarion ruffoi Caporiacco, 1951 from Turkey are based on misidentifications and shall be omitted from the national species list.
DOI: 10.21227/35a8-1338
title: "Inframind"

description: "Recent advances in reinforcement learning (RL) have significantly improved reasoning capabilities in Large Language Models (LLMs), with methods like GRPO and DAPO achieving breakthrough results. However, these techniques have been applied exclusively to models with 7B+ parameters, leaving open whether Small Language Models (SLMs) can benefit from similar approaches.We present the first systematic study of applying Group Relative Policy Optimization (GRPO) to sub-billion parameter models for domain-specific reasoning tasks. Our key insight is that domain-specific reward decomposition\u2014rather than scale alone\u2014is critical for eliciting reasoning in small models.We validate our approach on InfraMind, a new benchmark for Infrastructure-as-Code (IaC) generation comprising 2,000+ real GitHub samples across Terraform, Kubernetes, Docker, Ansible, and CI\/CD pipelines. Our 0.5B model achieves 97.3% accuracy with GRPO training\u2014approaching GPT-4o's 100% while being ~400\u00d7 smaller. We further extend GRPO with DAPO, achieving 96.4% accuracy while adding structured multi-step reasoning (Analysis \u2192 Plan \u2192 Code \u2192 Verify) to outputs.We release our training framework, benchmark, and model weights to facilitate research in efficient reasoning for resource-constrained deployment."
DOI: 10.15468/apkr37
title: Two new green algae, Rhizoclonium fractum sp. nov. and R. umbraticum sp. nov., from tropical and subtropical brackish waters of Japan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ichihara, Kensuke, Shimada, Satoshi, Miyaji, Kazuyuki (2016): Two new green algae, Rhizoclonium fractum sp. nov. and R. umbraticum sp. nov., from tropical and subtropical brackish waters of Japan. Phytotaxa 266 (4): 231-249, DOI: 10.11646/phytotaxa.266.4.1, URL: http://dx.doi.org/10.11646/phytotaxa.266.4.1AbstractMicrofilamentous unbranched cladophoralean algae are distributed from high latitudes to the tropics in waters of varying salinities. Their simple morphology provides few diagnostic characteristics for distinguishing species, such that the taxonomic status of minute Cladophoraceae remains unclear. In a recent field survey in Japanese mangrove forests and brackish waters, we found Rhizoclonium -like cladophoralean algae (Cladophoraceae spp. 1–3). In molecular phylogenetic analyses based on partial small subunit ribosomal RNA (SSU) and large subunit ribosomal RNA (LSU) genes, these algae clustered with R. africanum Kützing in the LSU tree and were separated from the true Rhizoclonium clade in both the LSU and SSU trees. An early divergence in the Cladophoraceae lineage was also strongly supported in both trees. Cladophoraceae spp. 1–3 and R. africanum shared a specific rhizoidal developmental structure, the “knee-like joint.” Cladophoraceae spp. 1–3 also shared polypyramidal pyrenoids, while typical bilenticular pyrenoids are hardly found. Cladophoraceae sp. 1 is characterized by wider cells and more nuclei per cell than described taxa. Cladophoraceae sp. 3 had a smaller cell length/diameter ratio and fewer nuclei per cell than described taxa. Based on these distinct morphological features, we describe two new species: R. fractum Ichihara et Miyaji sp. nov. and R. umbraticum Ichihara et Miyaji sp. nov. We also revealed that Cladophoraceae sp. 2 should be assigned to the described species R. minutissimum (Zeller) P. C. Silva based on morphological characteristics.
DOI: 10.15468/pbv5ys
title: Three new species of Trachyphloeosoma Wollaston (Coleoptera: Curculionidae Entiminae) from southeast Asia with the first record of the tribe Trachyphloeini from the Philippines

description: This dataset contains the digitized treatments in Plazi based on the original journal article Borovec, Roman, Anderson, Robert (2022): Three new species of Trachyphloeosoma Wollaston (Coleoptera: Curculionidae Entiminae) from southeast Asia with the first record of the tribe Trachyphloeini from the Philippines. Zootaxa 5182 (1): 93-100, DOI: 10.11646/zootaxa.5182.1.7AbstractThree species of the genus Trachyphloeosoma Wollaston are described, illustrated and compared with related species: T. ales spec. n. from Taiwan, T. david spec. n. from China, Fujian province and T. philippinense spec. n. from the Philippines.
DOI: 10.15468/bnb6qm
title: A re-assessment of diversity among Philippine gymnures (Mammalia: Erinaceidae Podogymnura), with a new species from eastern Mindanao

description: This dataset contains the digitized treatments in Plazi based on the original journal article Balete, Danilo S., Heaney, Lawrence R., Rickart, Eric A., Quidlat, Roselyn S., Rowsey, Dakota M., Olson, Link E. (2023): A re-assessment of diversity among Philippine gymnures (Mammalia: Erinaceidae Podogymnura), with a new species from eastern Mindanao. Zootaxa 5228 (3): 244-266, DOI: 10.11646/zootaxa.5228.3.2AbstractPodogymnura, a Philippine endemic genus of gymnures (“soft-furred hedgehogs”), has been known previously only from the highlands of central Mindanao (P. truei truei and P. t. minima) and from two small islands off the northeast tip of Mindanao (P. aureospinula). Based on a combination of mitochondrial genetic and qualitative and quantitative morphological data, we recognize P. minima, formerly considered a subspecies of P. truei, as a distinct species. We also recognize specimens from two little-studied montane regions of southeastern Mindanao, Mt. Hamiguitan and Mt. Kampalili, as a distinctive new species, P. intermedia n. sp. We estimate that dispersal of a common ancestor from Borneo to Mindanao ca. 1.9 to 3.5 Ma gave rise to Podogymnura, followed by speciation within Mindanao beginning 0.53 to 0.97 Ma. These results further increase the rich diversity of mammals on Mindanao, and underscore the importance of the eastern Mindanao highlands as a likely important but little-studied center of Philippine mammalian diversity.
DOI: 10.15468/88uwj8
title: Additional data on Olecryptotendipes secundus (Zorina, 2003) from Russian Far East, with a description of preimaginal stages (Diptera: Chironomidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Orel, Oksana V. (2022): Additional data on Olecryptotendipes secundus (Zorina, 2003) from Russian Far East, with a description of preimaginal stages (Diptera: Chironomidae). Zootaxa 5205 (1): 87-96, DOI: 10.11646/zootaxa.5205.1.6AbstractThe male of Olecryptotendipes secundus (Zorina, 2003) is redescribed. The pupae and larvae collected from the Amur River basin are described and illustrated for the first time. The diagnosis of the genus Olecryptotendipes Zorina, 2007 is supplemented and expanded. Keys to the Far Eastern species of the genus Olecryptotentipes Zorina for adult males, pupae and larvae are given.
DOI: 10.15468/8dw4qj
title: Rhopalopsole magnispina sp. nov., a new species of Leuctridae (Plecoptera) from China, with notes on R. horvati Sivec & Harper, 2008

description: This dataset contains the digitized treatments in Plazi based on the original journal article Li, Wenliang, Zhang, Yao, Yang, Ding, Li, Weihai (2022): Rhopalopsole magnispina sp. nov., a new species of Leuctridae (Plecoptera) from China, with notes on R. horvati Sivec & Harper, 2008. Zootaxa 5141 (1): 94-100, DOI: 10.11646/zootaxa.5141.1.9AbstractRhopalosole magnispina sp. nov., a new species of R. shaanxiensis Yang & Yang, 1994 species Group of stonefly family Leuctridae is described, illustrated, and compared with related taxa. The female of R. horvati Sivec & Harper, 2008 is associated based on mating pairs collected in the Qinling Mountains of Shaanxi Province. The original female of R. horvati was erroneously associated and considered herein as an unidentified Rhopalosole female of the R. shaanxiensis Group.
DOI: 10.5281/zenodo.18054210
title: bixa_orellana_spades_01.fasta.gz
DOI: 10.5281/zenodo.18054209
title: bixa_orellana_spades_01.fasta.gz