cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v5q3mg
title: Occurrence Download

description: A dataset containing 30146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((17.762287 -34.668307, 30.355373 -34.668307, 30.355373 -23.342043, 17.762287 -23.342043, 17.762287 -34.668307))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Poaceae)"
 ]
}

 The dataset includes 30146 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005470-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8smjx
title: Occurrence Download

description: A dataset containing 1361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Canada, United States of America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Misumena vatia"
 ]
}

 The dataset includes 1361 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005474-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrhd5s
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Minervarya rufescens"
 ]
}

 The dataset includes 181 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005475-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7jzbz
title: Occurrence Download

description: A dataset containing 39664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.94697984144193 42.64617207931082, -121.95851792970599 42.64418999944298, -121.96930924331878 42.640583060028185, -121.97893835758889 42.63549021093228, -121.98703487997956 42.62910759234351, -121.99328773740994 42.6216809324381, -121.99745711936758 42.61349603595858, -121.99938361969006 42.60486773963109, -121.99899423711112 42.59612776818965, -121.99630502318392 42.587611964525024, -121.99142029986359 42.57964738799313, -121.98452850200887 42.57253977596, -121.97589482708331 42.566561845796805, -121.96585099095908 42.561942879051394, -121.9547824914036 42.55885997825445, -121.94311386692002 42.557431322034205, -121.93129250626201 42.557711668479776, -121.91977161195958 42.55969027274966, -121.90899294886957 42.56329129562803, -121.89937001575662 42.56837668798897, -121.89127226413666 42.57475144486512, -121.88501095423489 42.582171034954555, -121.88082718337914 42.590350729829446, -121.87888254831054 42.59897648465999, -121.87925281114171 42.607716961631375, -121.88192483112245 42.61623624089066, -121.88679690391682 42.6242067339548, -121.89368252059472 42.631321802720336, -121.90231742472486 42.637307594596734, -121.91236971330534 42.64193363116139, -121.9234526017621 42.64502173356708, -121.9351393610115 42.64645293128685, -121.94697984144193 42.64617207931082))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 39664 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005477-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehkn8p
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Megalogomphus hannyngtoni"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005479-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtvdfv
title: Occurrence Download

description: A dataset containing 3371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-122.44157908888565 41.97771913891751, -122.45296014998043 41.975683290990666, -122.4635889829785 41.97202862656865, -122.47305643523549 41.966895932234394, -122.48099834867723 41.96048287973854, -122.48710960417958 41.95303636475948, -122.49115583398917 41.94484295093067, -122.49298235419342 41.93621779672481, -122.49251998539681 41.92749249996277, -122.48978755687814 41.91900233377723, -122.48489102155797 41.91107336770102, -122.47801924034853 41.90400996794629, -122.46943661971345 41.89808315249556, -122.45947290116655 41.89352024062966, -122.44851050249953 41.89049618483135, -122.43696989514214 41.88912690790096, -122.42529356840075 41.889464892167034, -122.41392917820436 41.89149718361669, -122.40331250471799 41.895145884465386, -122.39385084941128 41.900271116031, -122.3859074878295 41.906676342702355, -122.37978775956807 41.91411586021166, -122.37572732228408 41.92230417022618, -122.37388302284855 41.93092689128174, -122.3743267473796 41.9396527959821, -122.37704250501382 41.94814651864155, -122.38192688081864 41.956081448287094, -122.38879286505863 41.96315231080809, -122.39737693381035 41.96908695208395, -122.40734912510239 41.973656861422846, -122.41832573124746 41.976686021039484, -122.42988411785527 41.978057731122526, -122.44157908888565 41.97771913891751))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 3371 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005478-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96ece4
title: Occurrence Download

description: A dataset containing 14705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.81298832587255 42.40811046933781, -121.82448131793691 42.40614474201029, -121.83523472937715 42.40255397443436, -121.84483459534516 42.39747649349353, -121.8529116466271 42.39110784771138, -121.85915555388229 42.383693227818895, -121.86332684286859 42.3755179760589, -121.86526602447618 42.36689655934748, -121.86489959993608 42.35816043938265, -121.86224272941058 42.349645312696104, -121.85739848521817 42.341678214334365, -121.85055374337237 42.33456498007802, -121.84197189367812 42.32857854442636, -121.83198266489504 42.323948516262924, -121.82096946390084 42.320852423010514, -121.80935471372183 42.31940894944769, -121.79758374288532 42.31967342174716, -121.78610782658171 42.32163570345677, -121.77536700789953 42.325220580925695, -121.76577333455434 42.3302906239867, -121.75769513299342 42.336651416466495, -121.75144290768228 42.344058963228115, -121.74725739921487 42.352228998848084, -121.74530026148757 42.36084785051947, -121.74564772692162 42.36958444704778, -121.7482875217014 42.37810301934894, -121.75311917313273 42.38607600781359, -121.75995772233652 42.39319667994722, -121.76854072228551 42.399190968901735, -121.7785382691095 42.40382807019928, -121.78956568958776 42.406929379595816, -121.80119839590569 42.40837541820123, -121.81298832587255 42.40811046933781))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 14705 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005476-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e240567
title: HIFLD OPEN Paging Transmission Towers

description: This feature class serves as base information for use in GIS systems for general planning, analytical, and research purposes. It is not intended for engineering work or to legally define FCC licensee data or FCC market boundaries. The material in the data and text files, used to create this geodatabase, is provided as-is. The FCC disclaims all warranties with regard to the contents of these files, including their fitness. In no event shall the FCC be liable for any special, indirect, or consequential damages whatsoever resulting from loss or use, data or profits, whether in connection with the use or performance of the contents of these files, action of contract, negligence, or other action arising out of, or in connection with the use of the contents of these files. It is known that there are some errors in the licensing information - Latitude, Longitude and Ground Elevation data as well as frequency assignment data from which these files were generated. This dataset represents the paging transmission tower locations. Data source: Federal Communications Commission.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025. (Downloaded 08/26)
DOI: 10.3886/e240567v1
title: HIFLD OPEN Paging Transmission Towers

description: This feature class serves as base information for use in GIS systems for general planning, analytical, and research purposes. It is not intended for engineering work or to legally define FCC licensee data or FCC market boundaries. The material in the data and text files, used to create this geodatabase, is provided as-is. The FCC disclaims all warranties with regard to the contents of these files, including their fitness. In no event shall the FCC be liable for any special, indirect, or consequential damages whatsoever resulting from loss or use, data or profits, whether in connection with the use or performance of the contents of these files, action of contract, negligence, or other action arising out of, or in connection with the use of the contents of these files. It is known that there are some errors in the licensing information - Latitude, Longitude and Ground Elevation data as well as frequency assignment data from which these files were generated. This dataset represents the paging transmission tower locations. Data source: Federal Communications Commission.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025. (Downloaded 08/26)
DOI: 10.15468/dl.hbdfm8
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Marmaronetta angustirostris"
 ]
}

 The dataset includes 260 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005480-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d37b57
title: Occurrence Download

description: A dataset containing 16289 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vegetation of the Rybachy Peninsula and the Sredny Peninsula, Murmansk Oblast, Russia"
 ]
}

 The dataset includes 16289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005481-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzafpy
title: Occurrence Download

description: A dataset containing 16289 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vegetation of the Rybachy Peninsula and the Sredny Peninsula, Murmansk Oblast, Russia"
 ]
}

 The dataset includes 16289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005482-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17699081
title: Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
DOI: 10.5281/zenodo.17699082
title: Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
DOI: 10.15468/dl.jjestj
title: Occurrence Download

description: A dataset containing 42711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia, Oceania, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chromolaena odorata"
 ]
}

 The dataset includes 42711 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005483-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15282127
title: cynopoecilus_nigrovittatus_spades_01.fasta.gz
DOI: 10.5281/zenodo.15282128
title: cynopoecilus_nigrovittatus_spades_01.fasta.gz
DOI: 10.5061/dryad.cp4tc417
title: Data from: Ventilatory mechanics from maniraptoran theropods to extant birds

description: Shared behavioural, morphological and physiological characteristics are
 indicative of the evolution of extant birds from non-avian maniraptoran
 dinosaurs. One such shared character is the presence of uncinate
 processes; respiratory structures in extant birds. Recent research has
 suggested a respiratory role for these processes found in oviraptorid and
 dromaeosaurid dinosaurs. By measuring the geometry of fossil rib cage
 morphology we demonstrate that the mechanical advantage, conferred by
 uncinate processes, for movements of the ribs in the oviraptorid theropod
 dinosaur, Citipati osmolskae, basal avialan species Zhongjianornis yangi,
 Confuciusornis sanctus, and the more derived ornithurine Yixianornis
 grabaui, is of the same magnitude as found in extant birds. These skeletal
 characteristics provide further evidence of a flow-through respiratory
 system in non-avian theropod dinosaurs and basal avialans, and indicate
 that uncinate processes are a key adaptation facilitating the ventilation
 of a lung air sac system that diverged earlier than extant birds.
description: Mm. appendicocostales
 projection angleAngle at which the Mm.
 appendicocostales projects from the uncinate processes in four extant bird
 species (Alca torda, Branta leucopsis, Falco tinnunculus and Alectoris
 rufa). Mm.
 appendicocostales projection
 angle.xlsxSMF Av
 418Photograph of C. sanctus
 SMF Av 418 used to calculate mechanical advantage of the uncinate
 processes for movements of the ribs.mechadv
 AV418.tifSMF Av
 421Photograph of C. sanctus
 SMF Av 421 used to calculate mechanical advantage of the uncinate
 processes for movements of the ribs.mechadv
 AV421.tifSMF Av
 419Photograph of C. sanctus
 SMF Av 419 used to calculate mechanical advantage of the uncinate
 processes for movements of the ribs.mechadv
 AV419.tifSMF Av
 422Photograph of C. sanctus
 SMF Av 422 used to calculate mechanical advantage of the uncinate
 processes for movements of the ribs.mechadv2
 AV422.tif
DOI: 10.15468/xzn5g5
title: Cornell University Plant Pathology Herbarium

description: The Cornell Plant Pathology Herbarium (CUP) is a large research collection of preserved fungi and other organisms that cause plant diseases. CUP is the fourth largest mycological herbarium in North America. We hold about 400,000 fungus and plant disease specimens, including over 8000 type specimens. Our main geographic strength is northeastern North America, but we also hold important collections from the tropics including the Caribbean, Mexico, South America, Southeast Asia and Macaronesia. Our collections include many rare fungal exsiccati as well as many authors' herbaria (Atkinson, Durand, Fairman, Gremmen, Honey, Korf, Stewart, Welch). The CUP Photograph Collection supplements our specimens and comprises roughly 60,000 historical, scientific photographs of mushrooms, agricultural practices, plant diseases, and portraits of scientists.
DOI: 10.5061/dryad.m1h5c85d
title: Data from: Adaptive evolution of C4 photosynthesis through recurrent lateral gene transfer

description: C4 photosynthesis is a complex trait that confers higher productivity
 under warm and arid conditions. It has evolved more than 60 times via the
 co-option of genes present in C3 ancestors followed by alteration of the
 patterns and levels of expression, and adaptive changes in the coding
 sequences, but the evolutionary path to C4 photosynthesis is still poorly
 understood. The grass lineage Alloteropsis offers unparalleled
 opportunities for studying C4 evolution, because it includes a C3 taxon
 and five C4 species that vary significantly in C4 anatomy and
 biochemistry. Using phylogenetic analyses of nuclear genes and leaf
 transcriptomes, we show that fundamental elements of the C4 pathway in the
 grass lineage Alloteropsis were acquired via a minimum of four independent
 lateral gene transfers from C4 taxa that diverged from this group more
 than 20 million years ago. The transfer of genes that were already fully
 adapted for C4 function has occurred periodically over at least the last
 10 million years and has been a recurrent source for the optimization of
 the C4 pathway. This report shows that plant-plant lateral nuclear gene
 transfers can be a potent source of genetic novelty and adaptation in
 flowering plants.
description: Christin_454contigsThe file "Christin_454contigs.txt" contains the contigs assembled from 454 sequencing reads that were used in phylogenomic analyses. The contigs are in fasta format. The contigs whose identifier starts with "p12" were assembled for 454 sequencing of leaf RNA isolated in the dark and light phases of the circadian cycle from Alloteropsis semialata subsp. eckloniana (C3 sample #5). The contigs whose identifier starts with "p34" were assembled for 454 sequencing of leaf RNA isolated in the light phase of the circadian cycle from Alloteropsis semialata subsp. semialata (C4 sample #6). These data were produced at the University of Liverpool by Dr Susanna F. Boxanna and assembled by Dr Richard Gregory (R.Gregory@liverpool.ac.uk), under the supervision of Dr James Hartwell (James.Hartwell@liverpool.ac.uk).Christin_arodehChristin_pck_3rdChristin_pck_intronsChristin_phyBChristin_ppcB2_3rdChristin_ppcChristin_waxyChristin_arodeh.nexChristin_pck_3rd.nexChristin_pck_introns.nexChristin_phyB.nexChristin_ppcB2_3rd.nexChristin_ppc.nexChristin_waxy.nex
DOI: 10.5061/dryad.1154dd89
title: Data from: Life history change in response to fishing and an introduced predator in the East African cyprinid Rastrineobola argentea

description: Fishing and introduced species are among the most important stressors
 affecting freshwaters, and can be important selective agents. We examined
 the combined effects of commercial fishing and an introduced predator
 (Nile perch, Lates niloticus) on life history traits in an African
 cyprinid fish (Rastrineobola argentea) native to the Lake Victoria basin
 in East Africa. To understand whether these two stressors have driven
 shifts in life history traits of R. argentea, we tested for associations
 between life history phenotypes and the presence/absence of stressors both
 spatially (across 10 Ugandan lakes) and temporally (over 4 decades in Lake
 Victoria). Overall, introduced Nile perch and fishing tended to be
 associated with a suite of life history responses in R. argentea,
 including: decreased body size, maturation at smaller sizes, and increased
 reproductive effort (larger eggs; and higher relative fecundity, clutch
 volume, and ovary weight). This is one of the first well-documented
 examples of fisheries-induced phenotypic change in a tropical, freshwater
 stock; the magnitude of which raises some concerns for the long-term
 sustainability of this fishery, now the most important (by mass) in Lake
 Victoria.
description: Sharpe et al_R argentea
 collection and morphological dataPlease see ReadMe
 fileSharpe et al_R argentea
 egg size and fecundityPlease see ReadMe
 file
DOI: 10.5061/dryad.rm8jf564
title: Data from: Plant DNA barcodes and the influence of gene flow

description: Success of species assignment using DNA barcodes has been shown to vary
 among plant lineages due to a wide range of different factors. In this
 study, we confirm the theoretical prediction that gene flow influences
 species assignment with simulations and a literature survey. We show that
 the genome experiencing the highest gene flow is, in the majority of the
 cases, the best suited for species delimitation. Our results clearly
 suggest that, for most angiosperm groups, plastid markers will not be the
 most appropriate for use as DNA barcodes. We therefore advocate shifting
 the focus from plastid to nuclear markers to achieve an overall higher
 success using DNA barcodes.
description: Arecaceae_ITS2_Jeanson-etal-2011Arecaceae_matK_Jeanson-etal-2011Asteraceae_ITS_Gao-etal-2010Asteraceae_matK_Gao-etal-2010Berberdaceae_matK-Roy-etal-2010Berberidaceae_ITS-Roy-etal-2010Betulaceae_ITS_Ren-etal-2010Betulaceae_TrnH-psbA_Ren-etal-2010Brassicaceae-ITS_Wang-etal-2011Brassicaceae-matK_Wang-etal-2011Fabaceae_ITS_Edwards-etal-2008Fabaceae_TrnT-trnL_Edwards-etal-2008Malvaceae_ITS-Roy-etal-2010Malvaceae_trnH-psbA-Roy-etal-2010Meliaceae_ITS_Muellner-etal_2011Meliaceae_psbB-psbN_Muellner-etal_2011Moraceae_ITS-Roy-etal-2010Moraceae_trnH-psbA-Roy-etal-2010Orobanchaceae_ITS_Dong-etal-2011Orobanchaceae_matK_Dong-etal-2011Potamogetonaceae_ITS_Du-etal-2011Potamogetonaceae_matK_Du-etal-2011Primulaceae_ITS_Yan-etal-2011Primulaceae_rpoB_Yan-etal-2011Ranunculaceae_ITS_Telford-etal-2011Ranunculaceae_trnH-psbA_Telford-etal-2011Rubiaceae_ITS_Guo-etal-2011Rubiaceae_trnH-psbA_Guo-etal-2011Taxaceae-ITS-Liu-etal-2011Taxaceae-trnLF-Liu-etal-2011Zingiberaceae_ITS_Shi-etal-2011Zingiberaceae_psbK-psbI_Shi-etal-201