cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.96zqrp
title: Occurrence Download

description: A dataset containing 267594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platypalpus longicornis (Meigen, 1822), Pimpla turionellae (Linnaeus, 1758), Malthodes pumilus (Brébisson, 1835), Latridius minutus (Linnaeus, 1767), Aptenopedes sphenarioides Scudder, 1878, Elkalyce amyntula valeriae (Clench, 1944), Chlosyne damoetas (Skinner, 1902), Botanophila pseudospinidens (Huckett, 1966), Botanophila marginata (Stein, 1898), Leptopsilopa varipes (Coquillett, 1900), Thricops medius (Stein, 1920), Ashmeadiella cactorum cactorum, Botanophila laxifrons (Huckett, 1965), Polites sabuleti tecumseh Grinnell, 1903, Lasioglossum microlepoides (Ellis, 1914), Micralictoides dinoceps Bohart & Griswold, 1987, Pyrgus picena Verity, 1920, Cerceris tuberculata (de Villers, 1789), Lasioglossum colatum (Vachal, 1904), Criorhina villosa (Bigot, 1882), Lasioglossum uvirense (Cockerell, 1937), Steganomus junodi Gribodo, 1895, Cynanthus doubledayi (Bourcier, 1847), Cinnyris chalybeus chalybeus, Palpomya asphaltina (Wiedemann, 1824), Cyanomitra veroxii veroxii, Brachycerus tauriculus (A.Sparrman, 1785), Merops bullockoides A.Smith, 1834, Prinia maculosa exultans Clancey, 1982, Afranthidium capicola (Brauns, 1905), Xylocopa io Vachal, 1898, Hylaeus braunsi (Alfken, 1905), Lamprotornis bicolor (Gmelin, 1789), Alpinia intermedia Gagnep., Cracticus cassicus (Boddaert, 1783), Popillia taiwana Arrow, 1913, Colibri serrirostris (Vieillot, 1816), Anthidium funereum Schletterer, 1890, Caenohalictus azarae Cockerell, 1926, Cerceris gayi Spinola, 1851, Tatochila mercedis (Eschscholtz, 1821), Megachile cinerea Friese, 1905, Trichothurgus dubius (Sichel, 1867), Caenohalictus rostraticeps (Friese, 1917), Synargis mycone, Symbrenthia brabira Moore, 1872, Pachodynerus peruensis (de Saussure, 1856), Staphylus mazans tierra Evans, 1953, Tramea darwini Kirby, 1889, Conophorus griseus (Fabricius, 1787))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 267594 records from 476 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001054-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thmp6k
title: Occurrence Download

description: A dataset containing 11154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is iNaturalist Research-grade Observations",
 "IucnRedListCategory is one of (CR, NT, EN)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 11154 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001061-250525065834625/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.29146865
title: <b>Rewiring the Future: M&A in the Robotic Welding Sector</b>

description: As labour shortages, cost pressures, and precision demands reshape manufacturing, robotic welding stands at the centre of the industrial automation revolution. This paper explores why M&A activity is heating up, with corporate acquirers and private equity zeroing in on scalable, AI-integrated welding tech. We unpack valuation trends, deal drivers, risk factors, and real-world case studies to give strategic insight into the next wave of industrial consolidation. Whether you're eyeing a bolt-on or platform play, this is your blueprint for navigating one of automation’s most investable frontiers.
DOI: 10.5281/zenodo.15515218
title: Real-time Evolutionary Landscape of the Bronchial Epithelium and Corresponding Dynamic Immune Cell Alterations in Lung Squamous Cell Carcinogenesis

description: The molecular mechanism by which tumor cells and the microenvironment evolve during lung squamous cell carcinoma (LUSC) carcinogenesis remains unclear, which greatly limits its early diagnosis and treatment effectiveness in patients. To replicate the pathogenic process and identify the determinants of cell evolution, a rat model was established with tobacco-derived chemical carcinogens. Here, we presented a series of single-cell transcriptome profiling from normal lung epithelium, hyperplasia, metaplasia, dysplasia, and squamous cell carcinoma in situ (CIS), to invasive squamous cell carcinoma (SCC). A large portion of canonical copy number variations (CNVs) were detected in the hyperplasia/metaplasia stages, and their frequency increased with lesion progression. Although epithelial cells in the bronchi are heterogeneous, they all exhibit three cell states during the evolution to malignant cells. Additionally, we revealed that immune sensing or response could occur at the earliest stage of cell transformation. With the persistent exposure to carcinogen, normal resident myeloid cell populations are gradually replaced by monocyte-derived macrophages and plasmacytoid dendritic cells, along with T-cell exhaustion. These findings depict an evolutionary trajectory of cancer and the immune microenvironment, emphasizing the need for CNV evaluation in early screening and immune-based therapy for some lesions at high risk of progressing to LUSC.
DOI: 10.5281/zenodo.15515219
title: Real-time Evolutionary Landscape of the Bronchial Epithelium and Corresponding Dynamic Immune Cell Alterations in Lung Squamous Cell Carcinogenesis

description: The molecular mechanism by which tumor cells and the microenvironment evolve during lung squamous cell carcinoma (LUSC) carcinogenesis remains unclear, which greatly limits its early diagnosis and treatment effectiveness in patients. To replicate the pathogenic process and identify the determinants of cell evolution, a rat model was established with tobacco-derived chemical carcinogens. Here, we presented a series of single-cell transcriptome profiling from normal lung epithelium, hyperplasia, metaplasia, dysplasia, and squamous cell carcinoma in situ (CIS), to invasive squamous cell carcinoma (SCC). A large portion of canonical copy number variations (CNVs) were detected in the hyperplasia/metaplasia stages, and their frequency increased with lesion progression. Although epithelial cells in the bronchi are heterogeneous, they all exhibit three cell states during the evolution to malignant cells. Additionally, we revealed that immune sensing or response could occur at the earliest stage of cell transformation. With the persistent exposure to carcinogen, normal resident myeloid cell populations are gradually replaced by monocyte-derived macrophages and plasmacytoid dendritic cells, along with T-cell exhaustion. These findings depict an evolutionary trajectory of cancer and the immune microenvironment, emphasizing the need for CNV evaluation in early screening and immune-based therapy for some lesions at high risk of progressing to LUSC.
DOI: 10.15468/dl.wj5axt
title: Occurrence Download

description: A dataset listing the 9262 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1950-1990"
 ]
}

 The dataset's 9262 records were derived from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001062-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5efmje
title: Occurrence Download

description: A dataset containing 114215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ischalis nelsonaria (Felder & Rogenhofer, 1875), Anuga constricta Guenée, 1852, Dicladocerus antennalis Khan, 1995, Pseudoanthidium rotundiventre (Pasteels, 1987), Lates calcarifer (Bloch, 1790), Microterys montinus (Packard, 1881), Tetrastichus semideae (Packard, 1881), Astichus sakaii Tachikawa, 1977, Dibrachys lignicola Graham, 1969, Chalcis canadensis (Cresson, 1872), Orosius lotophagorum (Kirkaldy, 1907), Sympiesis fragariae Miller, 1970, Eurytoma baccae Bugbee, 1967, Euderomphale flavimedia (Howard, 1881), Copidosoma aretas (Walker, 1838), Spilosoma sulphurea Bartel, 1903, Staphylus ceos (Edwards, 1882), Cruria donowani Boisduval, 1832, Hyles livornicoides Lucas, 1892, Cicadula flori (Sahlberg, 1871), Palla ussheri (Butler, 1870), Palla violinitens (Crowley, 1890), Graphocephala riverae Godoy & Villalobos, 2006, Acreichthys tomentosus (Linnaeus, 1758), Eucidaris tribuloides (Lamarck, 1816), Caranx ruber (Bloch, 1793), Tripneustes ventricosus (Lamarck, 1816), Zosterops simplex simplex, Chlorocebus djamdjamensis (Neumann, 1902), Heraclides torquatus (Cramer, 1777), Euodynerus barberi (Bohart, 1945), Halotus rica (Bell, 1942), Battus polydamas polydamas, Dicata odhneri Schmekel, 1967, Flexamia abbreviata (Osborn & Ball, 1897), Flexamia pectinata (Osborn & Ball, 1897), Piruna haferniki Freeman, 1970, Amphitornus coloradus (Thomas, 1873), Schizotetranychus eremophilus McGregor, 1950, Athysanella sinuata (Osborn, 1930), Athysanella lunata Ball & Beamer, 1940, Athysanella alsa Ball & Beamer, 1940, Athysanella casa Ball & Beamer, 1940, Athysanella molesta Ball & Beamer, 1940, Cheiloneurus banksi (Howard, 1898), Hesperia woodgatei (R.Williams, 1914), Athysanella nacazarana (Osborn, 1930), Melanargia arge Sulzer, 1776, Hipparchia ellena Oberthür, 1893, Stagonospora brachypodii Died.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 114215 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001063-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbsm6t
title: Occurrence Download

description: A dataset containing 81273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lipotriches collaris (Vachal, 1903), Aulicus edwardsi (Horn, 1880), Clypeadon laticinctus (Cresson, 1865), Lactista gibbosus Saussure, 1884, Dymasia dymas imperialis (Bauer, 1959), Latrodectus hesperus Chamberlin & Ivie, 1935, Lysimachia ciliata L., Panicum virgatum L., Polemonium reptans L., Mimulus ringens L., Vitis cordifolia Lam., Centris tricolor Friese, 1900, Centris nigriventris Burmeister, 1876, Lasioglossum orthocarpi (Michener, 1936), Schinia graefiana Tepper, 1882, Philotiella speciosa purisima Priestaf & J.Emmel, 1998, Euchloe ausonides insulanus C.Guppy & J.Shepard, 2001, Plagiognathus moerens Reuter, 1909, Chlosyne acastus neumoegeni (Skinner, 1895), Anthophora plagiata (Illiger, 1806), Colletes nasutus Smith, 1853, Compsomelissa stigmoides (Michener, 1971), Empria quadrimaculata Takeuchi, 1952, Andrena mitakensis Hirashima, 1963, Elasmostethus humeralis Jakovlev, 1883, Ectemnius nigritarsus (Herrich-Schaeffer, 1841), Corymbia succedanea Chiang & Chen, 2001, Hylaeus thoracica Fabricius, 1793, Ischyrosyrphus glaucius (Linnaeus, 1758), Lasioglossum atroglaucum (Strand, 1913), Andrena ishiharai Hirashima, 1953, Ectemnius rubicola nipponis Tsuneki, 1960, Bombus eximius Smith, 1852, Hemielimaea formosana (Shiraki, 1930), Harmonia dimidiata (Fabricius, 1781), Idiostrangalia sozanensis (Mitono, 1938), Dodona eugenes formosana Matsumura, 1919, Panorpa trizonata (Miyake, 1908), Podabrus tricostatus (Say, 1835), Ancistrocerus spinolae (de Saussure, 1856), Megacyllene caryae (Gahan, 1908), Ampedus rubricus (Say, 1825), Trichiotinus viridans (Kirby, 1837), Coelophora saucia, Dolichovespula alpicola Eck, 1984, Megarhyssa nortoni (Cresson, 1864), Pachyta armata LeConte, 1873, Megarhyssa nortoni nortoni, Ligularia japonica (Thunb.) Less., Cirsium suffultum (Maxim.) Matsum.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81273 records from 543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001064-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbm4wz
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Colletotrichum camelliae Massee"
 ]
}

 The dataset includes 686 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001065-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10791152
title: cigChannel: A massive-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

description: This version is deprecated. 

Portals to the newest versions:



Meandering Channel Subset: https://doi.org/10.5281/zenodo.11078794

Tributary Channel Subset: https://doi.org/10.5281/zenodo.11073030

Submarine Canyon Subset: https://doi.org/10.5281/zenodo.11079950

Assorted Channel Subset: https://doi.org/10.5281/zenodo.11044512
DOI: 10.5281/zenodo.15370106
title: cigChannel: A large-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

description: Meandering channel subset of the cigChannel dataset (V1.0)

Expansion package of folded and faulted structures



This version includes the last 100 samples (400 samples in total) of the meandering channel subset. Each sample features folded and faulted structures. Explainations of the uploaded zip files are listed below: 




Meandering_Channel_Ip_xx-xx.zip: Seismic impedance volumes of sample No.xx to No.xx.

Meandering_Channel_Label_xx-xx.zip: Binary-class label volumes of sample No.xx to No.xx, where the value 0 represents the background (non-channel areas) and 1 represents the meandering channel.

Meandering_Channel_Seismic_xx-xx.zip: Seismic (amplitude) volumes of sample No.xx to No.xx.


Portal to the meandering channel subset (main package, the first 300 samples):



Meandering channel subset: https://doi.org/10.5281/zenodo.11078794


Portals to the other subsets:



Assorted channel subset: https://doi.org/10.5281/zenodo.11044512

Tributary channel network subset: https://doi.org/10.5281/zenodo.11073030

Submarine canyon subset: https://doi.org/10.5281/zenodo.11079950
DOI: 10.5281/zenodo.15442162
title: cigChannel: A large-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

description: Tributary channel network subset of the cigChannel dataset (V1.0)

Expansion package of folded and faulted structures



This version includes the last 100 samples (400 samples in total) of the tributary channel network subset. Each sample features folded and faulted structures. Explainations of the uploaded zip files are listed below: 




Distributary_Channel_Ip_xx-xx.zip: Seismic impedance volumes of sample No.xx to No.xx.

Distributary_Channel_Label_xx-xx.zip: Binary-class label volumes of sample No.xx to No.xx, where the value 0 represents the background (non-channel areas) and 1 represents the tributary channel network.

Distributary_Channel_Seismic_xx-xx.zip: Seismic (amplitude) volumes of sample No.xx to No.xx.


Portal to the tributary channel network subset (main package, the first 300 samples):



Tributary channel network subset: https://doi.org/10.5281/zenodo.11073030


Portals to the other subsets:



Assorted channel subset: https://doi.org/10.5281/zenodo.11044512

Meandering channel subset: https://doi.org/10.5281/zenodo.11078794

Submarine canyon subset: https://doi.org/10.5281/zenodo.11079950
DOI: 10.5281/zenodo.15448215
title: cigChannel: A large-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

description: Submarine canyon subset of the cigChannel dataset (V1.0)

Expansion package of folded and faulted structures



This version includes the last 100 samples (400 samples in total) of the submarine canyon subset. Each sample features folded and faulted structures. Explanations of the uploaded zip files are listed below: 




Submarine_Channel_Facies_xx-xx.zip: Sedimentary facies volumes of sample No.xx to No.xx, where the value 0 represents the background (non-channel facies), 2 represents the point bar facies, 3 represents the natural levee facies and 4 represents the oxbow lake facies.

Submarine_Channel_Ip_xx-xx.zip: Seismic impedance volumes of sample No.xx to No.xx.

Submarine_Channel_Label_xx-xx.zip: Binary-class label volumes of sample No.xx to No.xx, where the value 0 represents the background (non-channel areas) and 1 represents the submarine canyon.

Submarine_Channel_Seismic_xx-xx.zip: Seismic (amplitude) volumes of sample No.xx to No.xx.


Portal to the Submarine caonyon subset (main package, the first 300 samples):



Submarine canyon subset: https://doi.org/10.5281/zenodo.11079950


Portals to the other subsets:



Assorted channel subset: https://doi.org/10.5281/zenodo.11044512

Meandering channel subset: https://doi.org/10.5281/zenodo.11078794

Tributary channel network subset: https://doi.org/10.5281/zenodo.11073030
DOI: 10.5281/zenodo.15500696
title: cigChannel: A large-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

description: Assorted channel subset of the cigChannel dataset (V1.0)

Expansion package of folded and faulted structures



This version includes the last 100 samples (400 samples in total) of the assorted channel subset. Each sample features folded and faulted structures. Explanations of the uploaded zip files are listed below: 




Assorted_Channel_Ip_xx-xx.zip: Seismic impedance volumes of sample No.xx to No.xx.

Assorted_Channel_Label_xx-xx.zip: Binary-class label volumes of sample No.xx to No.xx, where the value 0 represents the background (non-channel areas) and 1 represents the channel.

Assorted_Channel_Seismic_xx-xx.zip: Seismic (amplitude) volumes of sample No.xx to No.xx.


Portal to the assorted channel subset (main package, the first 300 samples):



Assorted channel subset: https://doi.org/10.5281/zenodo.11044512


Portals to the other subsets:



Submarine canyon subset: https://doi.org/10.5281/zenodo.11079950

Meandering channel subset: https://doi.org/10.5281/zenodo.11078794

Tributary channel network subset: https://doi.org/10.5281/zenodo.11073030
DOI: 10.15468/dl.bzg5q6
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carpophyllum maschalocarpum (Turner) Grev."
 ]
}

 The dataset includes 1420 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001066-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9ugac
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carpophyllum plumosum (A.Rich.) J.Agardh"
 ]
}

 The dataset includes 512 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001069-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbh529
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis acerifolia Maxim."
 ]
}

 The dataset includes 154 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001067-250525065834625/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.29146724
title: <b>S</b><b>heath </b><b>b</b><b>light-</b><b>r</b><b>esistant </b><b>r</b><b>ice </b><b>g</b><b>ermplasm YSBR1</b>

description: Sheath blight is a globally prevalent major disease in rice. In earlier stages of this research, a highly sheath blight-resistant germplasm, YSBR1, was developed from progeny of indica-japonica crosses. However, its genomic composition has remained unclear, limiting resistance gene discovery. Utilizing sequencing technologies such as PacBio HiFi, ONT ultra-long, and Hi-C, this study constructed a complete telomere-to-telomere (T2T) genome for YSBR1, identifying 37,750 genes, of which 2,763 are unique to YSBR1. Comparative genomics revealed a mosaic genome composition: 60.31% indica, 22.27% japonica, 4.98% Aus, 3.94% aromatic, and 8.51% inter-subgroup conserved sequences. We propose that introgressed genomic regions converged superior alleles, potentially driving its high resistance. This work establishes a genomic resource to unravel sheath blight resistance mechanisms and mine agronomically vital genes from YSBR1.
DOI: 10.15468/dl.2fk4qq
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pomatosace filicula Maxim."
 ]
}

 The dataset includes 72 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001070-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/ap1y-z613
title: A Standard Metadata Template for Representing Soil Specimens

description: This dataset contains a standard template for representing the metadata of soil specimens in the CSIRO Mineral Resources Discovery program. The template includes core properties of samples such as their name, identifier, type, and location, as well as associated metadata such as project, drilling contexts, hazard declaration and physical storage. 
The template will be used to catalogue legacy and specimens systematically collected through mineral exploration projects. It has been developed iteratively, revised, and improved based on feedback from researchers and lab technicians. This standardized template can prevent duplicate sample metadata entry and lower metadata redundancy, thereby improving the program's physical sample curation and discovery.
DOI: 10.15468/dl.9ts6ag
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Colletotrichum nymphaeae (Pass.) Aa"
 ]
}

 The dataset includes 74 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001073-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.