cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pc0los
title: Occurrence Download

description: A dataset containing 4958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles gambiae Giles, 1900"
 ]
}

 The dataset includes 4958 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050216-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/5f2j-f460
title: TRAPPIST-1 spectra

description: Obtained with the NIRISS/SOSS instrument aboard the JWST
DOI: 10.15468/dl.ejfv66
title: Occurrence Download

description: A dataset containing 8083 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea alba L."
 ]
}

 The dataset includes 8083 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077024-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2d8wd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Telangana, Andhra Pradesh)",
 "TaxonKey is Hemidactylus siva"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004034-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lzx-dpj-pyd
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2er-vhl-23p
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjw-y98-ff9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2ekxpp
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Telangana, Andhra Pradesh)",
 "TaxonKey is Indirana beddomii"
 ]
}

 The dataset includes 54 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004036-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4k6-7as-d7m
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k87-jtj-r02
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qtt-r7f-egc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/706-6kw-0hp
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ef9-lpa-1p9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/14s-s9x-ly3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xy5-45p-f9r
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xcz-w22-yqm
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kaq-b31-a05
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p6p-qhf-ffb
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.v2bcak
title: Occurrence Download

description: A dataset containing 31772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vulpes vulpes",
 "Year 2014-2025"
 ]
}

 The dataset includes 31772 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004037-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bnd-typ-st5
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cff-pgs-bgs
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17461568
title: In-situ data for Subsurface Frontal Dynamics Induce Nitrate Regeneration and Phytoplankton Accumulation
DOI: 10.3535/lmf-jn8-dmz
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17461567
title: In-situ data for Subsurface Frontal Dynamics Induce Nitrate Regeneration and Phytoplankton Accumulation
DOI: 10.3535/rx4-j2m-fzc
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szv-t0g-psk
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sx5-5vx-66b
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rzz-4er-z8m
title: Lepidoptera Linnaeus, 1758

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

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Aesculus indica"
 ]
}

 The dataset includes 241 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004038-251025141854904/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.27014955
title: Apomixis in Systematics, Evolution and Phylogenetics of Angiosperms: Current Developments and Prospects

description: Apomixis, the reproduction via asexually formed seed, is taxonomically scattered in angiosperms. Here we review the major developmental pathways to apomixis and the occurrences on the level of orders and families. We provide surveys of large families for which occurrences and evolutionary pathways of apomixis are well documented (Poaceae, Ranunculaceae, Plumbaginaceae, Rosaceae, Brassicaceae, Rutaceae, and Asteraceae). Molecular phylogenetic, phylogenomic, and cytogenetic studies have confirmed that apomixis frequently arises in hybrids, with or without polyploidy. Multiple origins, different developmental pathways, and genetic/epigenetic control mechanisms confirm that apomixis is a derived trait. Pollen functions are in many taxa maintained for fertilization of polar nuclei and proper endosperm development, which allows also for maintenance of facultative sexuality and further intercrossing of lineages. This way, apomixis often results in huge and dynamic complexes of numerous hybrid genotypes and phenotypes with highly reticulate relationships. Such complexes are successful to establish in various habitats and geographical regions. Expression of apomixis appears to be in some genera influenced by environmental conditions. The diversity of evolutionary pathways is reflected in various, genus-wise taxonomic treatments. Future research is needed to understand the short-term evolutionary dynamics, the functional background for apomixis, and the long-term evolutionary fates of apomictic lineages.
DOI: 10.6084/m9.figshare.27014955.v1
title: Apomixis in Systematics, Evolution and Phylogenetics of Angiosperms: Current Developments and Prospects

description: Apomixis, the reproduction via asexually formed seed, is taxonomically scattered in angiosperms. Here we review the major developmental pathways to apomixis and the occurrences on the level of orders and families. We provide surveys of large families for which occurrences and evolutionary pathways of apomixis are well documented (Poaceae, Ranunculaceae, Plumbaginaceae, Rosaceae, Brassicaceae, Rutaceae, and Asteraceae). Molecular phylogenetic, phylogenomic, and cytogenetic studies have confirmed that apomixis frequently arises in hybrids, with or without polyploidy. Multiple origins, different developmental pathways, and genetic/epigenetic control mechanisms confirm that apomixis is a derived trait. Pollen functions are in many taxa maintained for fertilization of polar nuclei and proper endosperm development, which allows also for maintenance of facultative sexuality and further intercrossing of lineages. This way, apomixis often results in huge and dynamic complexes of numerous hybrid genotypes and phenotypes with highly reticulate relationships. Such complexes are successful to establish in various habitats and geographical regions. Expression of apomixis appears to be in some genera influenced by environmental conditions. The diversity of evolutionary pathways is reflected in various, genus-wise taxonomic treatments. Future research is needed to understand the short-term evolutionary dynamics, the functional background for apomixis, and the long-term evolutionary fates of apomictic lineages.
DOI: 10.6084/m9.figshare.28091448
title: Navigating the Challenges in Apomixis Population Genetics: Insights from Past, Present, and Future Perspectives

description: Navigating the challenges in apomixis population genetics requires a comprehensive understanding of its unique genetic consequences. This review explores the population genetics of apomixis, comparing sexual and apomictic populations, research challenges, and outlining future directions. Apomictic plants form clonal seeds, and arise from sexual species through hybridization and/or polyploidy. Sexual species generate genetic variation via meiotic recombination, random mating, and gradual accumulation of beneficial mutations. In contrast, apomicts rely on similar mechanisms to generate genetic variation but at a much slower rate, primarily through ´residual´ sexuality. Clonality in apomicts also promotes the accumulation of deleterious mutations. Additionally, recurrent origins of apomicts from sexual progenitors, especially via hybridization contribute to genetic diversity in apomictic populations. These processes, with varying rates of recombination, gene flow, and genotype fixation, lead to distinct genetic structures between sexual and apomictic populations. Reevaluating the evolutionary mechanisms like gene flow, genetic drift, mutation rates, and selection pressures is, therefore, crucial for understanding the processes driving genetic differentiation and genomic structure in apomictic populations. Research on apomixis has advanced from early documentation in the 18th century to modern cytological and genomic approaches. Early theoretical models of apomixis inheritance, adjusted for polyploid and nonsexual populations, provided foundational insights, while recent genome-wide studies have shed light on the genetic basis and evolutionary dynamics of apomixis across taxa. However, significant gaps remain in understanding population-level evolutionary forces shaping apomixis. Future research in comparative genomics of apomictic and sexual relatives will help identify genes and epigenetic marks of adaptive significance. Functional evaluation of genes associated with selective advantages, coupled with specialized bioinformatic tools, will improve our understanding of genotype-phenotype interactions. Integrative approaches combining multi-omics, morphology, and ecological information are key to resolving the population genetic complexities of apomictic taxa and their adaptation and speciation processes. Moreover, machine learning offers promise for analyzing large genomic datasets and uncovering hidden patterns, while interdisciplinary collaborations could translate findings into conservation, agriculture, and biotechnology applications.
DOI: 10.6084/m9.figshare.28091448.v1
title: Navigating the Challenges in Apomixis Population Genetics: Insights from Past, Present, and Future Perspectives

description: Navigating the challenges in apomixis population genetics requires a comprehensive understanding of its unique genetic consequences. This review explores the population genetics of apomixis, comparing sexual and apomictic populations, research challenges, and outlining future directions. Apomictic plants form clonal seeds, and arise from sexual species through hybridization and/or polyploidy. Sexual species generate genetic variation via meiotic recombination, random mating, and gradual accumulation of beneficial mutations. In contrast, apomicts rely on similar mechanisms to generate genetic variation but at a much slower rate, primarily through ´residual´ sexuality. Clonality in apomicts also promotes the accumulation of deleterious mutations. Additionally, recurrent origins of apomicts from sexual progenitors, especially via hybridization contribute to genetic diversity in apomictic populations. These processes, with varying rates of recombination, gene flow, and genotype fixation, lead to distinct genetic structures between sexual and apomictic populations. Reevaluating the evolutionary mechanisms like gene flow, genetic drift, mutation rates, and selection pressures is, therefore, crucial for understanding the processes driving genetic differentiation and genomic structure in apomictic populations. Research on apomixis has advanced from early documentation in the 18th century to modern cytological and genomic approaches. Early theoretical models of apomixis inheritance, adjusted for polyploid and nonsexual populations, provided foundational insights, while recent genome-wide studies have shed light on the genetic basis and evolutionary dynamics of apomixis across taxa. However, significant gaps remain in understanding population-level evolutionary forces shaping apomixis. Future research in comparative genomics of apomictic and sexual relatives will help identify genes and epigenetic marks of adaptive significance. Functional evaluation of genes associated with selective advantages, coupled with specialized bioinformatic tools, will improve our understanding of genotype-phenotype interactions. Integrative approaches combining multi-omics, morphology, and ecological information are key to resolving the population genetic complexities of apomictic taxa and their adaptation and speciation processes. Moreover, machine learning offers promise for analyzing large genomic datasets and uncovering hidden patterns, while interdisciplinary collaborations could translate findings into conservation, agriculture, and biotechnology applications.
DOI: 10.15468/dl.j3ss3h
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización Ecológica de la Fauna del Páramo de Frontino o del Sol"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004039-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctvsqa
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prionailurus bengalensis",
 "Year 1950-2025"
 ]
}

 The dataset includes 64 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004040-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6zy-s9c-dhe
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x8m-g00-yqk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p9t-m53-x4w
title: Lepidoptera Linnaeus, 1758

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

description: A dataset containing 15817021 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Butterfly distribution records for the UK from Butterfly Conservation, up to 2019"
 ]
}

 The dataset includes 15817021 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004033-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26193/ymmo4l
title: GENERATION Survey: Young People, Release 3 (Wave 1-3)

description: GENERATION is a new study of young Australians to understand youth transitions from school to post school destinations, including a focus on how the COVID-19 pandemic may influence decisions and pathways. GENERATION tracks the interests, hopes and aspirations of young people. A representative group of Year 10 students (around 15 years of age), from over 300 schools across Australia, participated in the first wave of the study in 2022. Two additional surveys were completed in 2023 (Wave 2) and 2024 (Wave 3). The study aims to run for a decade, concluding in 2032 when the cohort is aged 25. The GENERATION survey, is conducted in partnership between the Australian National University and the Australian Department of Education, with advice from educational units of all Australian state and territory governments and a scientific advisory group.
description: Stata, Version: 12.0
description: SAS, Version: 9.2
description: SPSS, Version: 24.0
description: <b>Copyright:</b><br>Copyright © 2023, Australian National University. All rights reserved.<br><br>
DOI: 10.3535/f5d-j94-jjv
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzb-6m7-y87
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ksr-r74-9ql
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5f0-dq4-rp3
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nq8-6m9-st7
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7g3-hvn-aat
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ye-m3p-4vm
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/750-pgz-kzg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tww-amw-vs5
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/13527174
title: ITB Official News Dataset (Berita Resmi ITB)
DOI: 10.15468/dl.4s2erf
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Disa bracteata",
 "Year 1900-2025"
 ]
}

 The dataset includes 391 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004041-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2p1s4p
title: CSD 2474362: Experimental Crystal Structure Determination

description: Related Article: Fiamma Berardi, Liam A. V. Nagle-Cocco, James M. A. Steele, Xiaotian Zhang, Cheng Liu, Henry E. Fischer, Siân E. Dutton|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c01937
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2p1gz6
title: CSD 2474078: Experimental Crystal Structure Determination

description: Related Article: Fiamma Berardi, Liam A. V. Nagle-Cocco, James M. A. Steele, Xiaotian Zhang, Cheng Liu, Henry E. Fischer, Siân E. Dutton|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c01937
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2p1vxj
title: CSD 2474448: Experimental Crystal Structure Determination

description: Related Article: Fiamma Berardi, Liam A. V. Nagle-Cocco, James M. A. Steele, Xiaotian Zhang, Cheng Liu, Henry E. Fischer, Siân E. Dutton|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c01937
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2p1s5q
title: CSD 2474363: Experimental Crystal Structure Determination

description: Related Article: Fiamma Berardi, Liam A. V. Nagle-Cocco, James M. A. Steele, Xiaotian Zhang, Cheng Liu, Henry E. Fischer, Siân E. Dutton|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c01937
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.