cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15155373
title: Table 2 in First record of a rare Axiid Shrimp Eutrichocheles modestus (Herbst, 1796) (Malacostraca: Decapoda: Axiidae) from Northwestern Bay of Bengal

description: Table 2. Percent identity matrix of Eutrichocheles modestus (Herbst, 1796) and its closely related genera in the family Axiidae as implemented in Clustal Omega 2.1 (Sievers et al., 2011)
Gen Bank Accession No.Species NameMG935030Calocaris72.17100.0083.9671.5274.4977.1777.8177.2077.8373.6572.99macandreaeDQ882037Calocaris74.1083.96100.0069.8673.5979.3778.4677.8579.2575.5974.76investigatorisMG936412Axius serratus67.0371.5269.86100.0078.0272.1173.5073.4772.3775.5574.88KT208525Axius stiryn-71.0974.4973.5978.02100.0076.8175.6374.5373.9175.5975.08chusMG935012Calocarides73.8677.1779.3772.1176.81100.0078.2578.2778.7476.6376.11coronatusKU707215Boasaxius75.9477.8178.4673.5075.6378.25100.0080.5078.9378.2778.58princepsJN107918Axiidae75.9877.2077.8573.4774.5378.2780.50100.0081.9074.8074.76environmentalsampleMN933767Eutrichocheles76.4477.8379.2572.3773.9178.7478.9381.90100.0079.0678.21modestusKU707212Leonardsaxius73.2373.6575.5975.5575.5976.6378.2774.8079.06100.0092.16amurensisDQ882035Calocarides73.5172.9974.7674.8875.0876.1178.5874.7678.2192.16100.00spinulicauda
description: Published as part of Balakrishnan, S., Prakash, S. & Tudu, Prasad Chandra, 2021, First record of a rare Axiid Shrimp Eutrichocheles modestus (Herbst, 1796) (Malacostraca: Decapoda: Axiidae) from Northwestern Bay of Bengal, pp. 15 in Records of the Zoological Survey of India 121 (1) on page 15, DOI: 10.26515/rzsi/v121/i1/2021/151749, http://zenodo.org/record/10913799
DOI: 10.5281/zenodo.15155374
title: Table 2 in First record of a rare Axiid Shrimp Eutrichocheles modestus (Herbst, 1796) (Malacostraca: Decapoda: Axiidae) from Northwestern Bay of Bengal

description: Table 2. Percent identity matrix of Eutrichocheles modestus (Herbst, 1796) and its closely related genera in the family Axiidae as implemented in Clustal Omega 2.1 (Sievers et al., 2011)
Gen Bank Accession No.Species NameMG935030Calocaris72.17100.0083.9671.5274.4977.1777.8177.2077.8373.6572.99macandreaeDQ882037Calocaris74.1083.96100.0069.8673.5979.3778.4677.8579.2575.5974.76investigatorisMG936412Axius serratus67.0371.5269.86100.0078.0272.1173.5073.4772.3775.5574.88KT208525Axius stiryn-71.0974.4973.5978.02100.0076.8175.6374.5373.9175.5975.08chusMG935012Calocarides73.8677.1779.3772.1176.81100.0078.2578.2778.7476.6376.11coronatusKU707215Boasaxius75.9477.8178.4673.5075.6378.25100.0080.5078.9378.2778.58princepsJN107918Axiidae75.9877.2077.8573.4774.5378.2780.50100.0081.9074.8074.76environmentalsampleMN933767Eutrichocheles76.4477.8379.2572.3773.9178.7478.9381.90100.0079.0678.21modestusKU707212Leonardsaxius73.2373.6575.5975.5575.5976.6378.2774.8079.06100.0092.16amurensisDQ882035Calocarides73.5172.9974.7674.8875.0876.1178.5874.7678.2192.16100.00spinulicauda
description: Published as part of Balakrishnan, S., Prakash, S. & Tudu, Prasad Chandra, 2021, First record of a rare Axiid Shrimp Eutrichocheles modestus (Herbst, 1796) (Malacostraca: Decapoda: Axiidae) from Northwestern Bay of Bengal, pp. 15 in Records of the Zoological Survey of India 121 (1) on page 15, DOI: 10.26515/rzsi/v121/i1/2021/151749, http://zenodo.org/record/10913799
DOI: 10.5281/zenodo.15155375
title: TABLE 1. Morphological comparison among Ophiorrhiza macrocarpa, O. napoensis and O in Ophiorrhiza pseudonapoensis (Rubiaceae), a new species from Yunnan, southwestern China

description: TABLE 1. Morphological comparison among Ophiorrhiza macrocarpa, O. napoensis and O. pseudonapoensis.
CharacterO. macrocarpaO. napoensisO. pseudonapoensisStipulesbroadly triangular, less than 1 mm long, caducoustriangular, 0.5–1 mm long, entire, caducousnarrowly triangular, 5–10 mm long, persistentLeaf bladesovate, lanceolate or elliptic-oblongnarrowly lanceolate to subovatelanceolate, oblanceolate, or ovate- lanceolateSecondary veins7–9 on each side7–12 on each side9–12 on each sideFlowershomostylousheterostyloushomostylousBractslinear, 1.5–5.0 mm long, subglabrous, often caducouslanceolate-linear, 10–14 mm long, glabrous, persistentoblanceolate, 7–20 mm long, glabrous, persistentCalyx lobestriangular, ca 0.4–0.6 mm longnarrowly triangular, longest one 1.8–2 mm long, shortest one 1.3–1.5 mm longensiform, (1.2–)1.5–2(–2.5) mm longCorollassalverform, pale red or pale pinksalverform to funnel form, whitesalverform, pale pink or whiteCorolla tubes23–27 mm long, inside glabrous except puberulent at the throat20–22 mm long, inside glabrous25–28 mm long, inside glabrous except puberulent at the throatCorolla lobesovate-triangular, dorsally narrowly winged, rostrate at apexligulate to ovate, dorsally ribbed with short hornsubovate, dorsally smooth, rostrate at apex
description: Published as part of Liu, Qin, Chen, Ao-Xue, Liao, Xiao-Wen, Liu, Quan-Ru & Wu, Lei, 2023, Ophiorrhiza pseudonapoensis (Rubiaceae), a new species from Yunnan, southwestern China, pp. 233 in Phytotaxa 607 (4) on page 233, DOI: 10.11646/phytotaxa.607.4.1, http://zenodo.org/record/8243324
DOI: 10.5281/zenodo.15155376
title: TABLE 1. Morphological comparison among Ophiorrhiza macrocarpa, O. napoensis and O in Ophiorrhiza pseudonapoensis (Rubiaceae), a new species from Yunnan, southwestern China

description: TABLE 1. Morphological comparison among Ophiorrhiza macrocarpa, O. napoensis and O. pseudonapoensis.
CharacterO. macrocarpaO. napoensisO. pseudonapoensisStipulesbroadly triangular, less than 1 mm long, caducoustriangular, 0.5–1 mm long, entire, caducousnarrowly triangular, 5–10 mm long, persistentLeaf bladesovate, lanceolate or elliptic-oblongnarrowly lanceolate to subovatelanceolate, oblanceolate, or ovate- lanceolateSecondary veins7–9 on each side7–12 on each side9–12 on each sideFlowershomostylousheterostyloushomostylousBractslinear, 1.5–5.0 mm long, subglabrous, often caducouslanceolate-linear, 10–14 mm long, glabrous, persistentoblanceolate, 7–20 mm long, glabrous, persistentCalyx lobestriangular, ca 0.4–0.6 mm longnarrowly triangular, longest one 1.8–2 mm long, shortest one 1.3–1.5 mm longensiform, (1.2–)1.5–2(–2.5) mm longCorollassalverform, pale red or pale pinksalverform to funnel form, whitesalverform, pale pink or whiteCorolla tubes23–27 mm long, inside glabrous except puberulent at the throat20–22 mm long, inside glabrous25–28 mm long, inside glabrous except puberulent at the throatCorolla lobesovate-triangular, dorsally narrowly winged, rostrate at apexligulate to ovate, dorsally ribbed with short hornsubovate, dorsally smooth, rostrate at apex
description: Published as part of Liu, Qin, Chen, Ao-Xue, Liao, Xiao-Wen, Liu, Quan-Ru & Wu, Lei, 2023, Ophiorrhiza pseudonapoensis (Rubiaceae), a new species from Yunnan, southwestern China, pp. 233 in Phytotaxa 607 (4) on page 233, DOI: 10.11646/phytotaxa.607.4.1, http://zenodo.org/record/8243324
DOI: 10.5281/zenodo.15155377
title: TABLE 1 in A new species of Caecilia Linnaeus, 1758 (Amphibia: Gymnophiona: Caeciliidae) from the Pacific lowlands of Colombia, with comments on the status of C. tenuissima Taylor, 1973

description: TABLE 1. Measurements and meristic data for the holotype (ICN 58477) and paratype (UVC 7686) of Caecilia wilkinsoni sp. nov.
Characters/SpecimensICN 58477UVC 7686Total length (mm)590650Width at mid-body (mm)7.99.9Length/width (times)74.765.6Snout projection (mm)22.3Snout tip-eye level (mm)5.55.2Distance between the eyes (mm)5.05.2Eye-mouth’s commissure distance (mm)4.23.8Eye-nostril distance (mm)4.53.8Eye-tentacular opening (mm)4.13.9Nostril-tentacular opening (mm)1.61.6Distance between the nostrils (mm)2.82.8Anteriormost scale found at groove no.11Primary grooves195190Secondary grooves7151Complete primaries towards terminus1012Complete secondaries towards terminus76Grooves interrupted by vent57Anterior denticulations on vent65Posterior denticulations on vent75Premaxillary-maxillary teeth7–1–86–6Vomeropalatine teeth10–1–86–7Dentary teeth8–87–8Inner mandibular teeth2–22–2
description: Published as part of Fernández-Roldán, Juan David & Lynch, John D., 2023, A new species of Caecilia Linnaeus, 1758 (Amphibia: Gymnophiona: Caeciliidae) from the Pacific lowlands of Colombia, with comments on the status of C. tenuissima Taylor, 1973, pp. 203 in Zootaxa 5270 (2) on page 203, DOI: 10.11646/zootaxa.5270.2.2, http://zenodo.org/record/7850592
DOI: 10.5281/zenodo.15155378
title: TABLE 1 in A new species of Caecilia Linnaeus, 1758 (Amphibia: Gymnophiona: Caeciliidae) from the Pacific lowlands of Colombia, with comments on the status of C. tenuissima Taylor, 1973

description: TABLE 1. Measurements and meristic data for the holotype (ICN 58477) and paratype (UVC 7686) of Caecilia wilkinsoni sp. nov.
Characters/SpecimensICN 58477UVC 7686Total length (mm)590650Width at mid-body (mm)7.99.9Length/width (times)74.765.6Snout projection (mm)22.3Snout tip-eye level (mm)5.55.2Distance between the eyes (mm)5.05.2Eye-mouth’s commissure distance (mm)4.23.8Eye-nostril distance (mm)4.53.8Eye-tentacular opening (mm)4.13.9Nostril-tentacular opening (mm)1.61.6Distance between the nostrils (mm)2.82.8Anteriormost scale found at groove no.11Primary grooves195190Secondary grooves7151Complete primaries towards terminus1012Complete secondaries towards terminus76Grooves interrupted by vent57Anterior denticulations on vent65Posterior denticulations on vent75Premaxillary-maxillary teeth7–1–86–6Vomeropalatine teeth10–1–86–7Dentary teeth8–87–8Inner mandibular teeth2–22–2
description: Published as part of Fernández-Roldán, Juan David & Lynch, John D., 2023, A new species of Caecilia Linnaeus, 1758 (Amphibia: Gymnophiona: Caeciliidae) from the Pacific lowlands of Colombia, with comments on the status of C. tenuissima Taylor, 1973, pp. 203 in Zootaxa 5270 (2) on page 203, DOI: 10.11646/zootaxa.5270.2.2, http://zenodo.org/record/7850592
DOI: 10.5281/zenodo.13347934
title: Dataset for Publication: Boosting the Oxygen Evolution Reaction Performance of Ni-Fe-Electrodes by Tailored Conditioning

description: The provided repository contains the data, processing/calculations, and plots of the manuscript 'Boosting the Oxygen Evolution Reaction Performance of Ni-Fe-Electrodes by Tailored Conditioning' (DOI: 10.1002/celc.202400318). In our manuscript, we introduced electrochemical conditioning of Ni−Fe-based electrodes as a promising electrode design method for the alkaline oxygen evolution. Conditioning was optimized regarding scan rate, potential limits, hold times, and treatment time. More details can be read in the manuscript. The (processed) data is available as .dta-, .csv, and .txt-files. Additionally, the .opju- and .xlsx-files are given, which show the data processing.
DOI: 10.5281/zenodo.13347935
title: Dataset for Publication: Boosting the Oxygen Evolution Reaction Performance of Ni-Fe-Electrodes by Tailored Conditioning

description: The provided repository contains the data, processing/calculations, and plots of the manuscript 'Boosting the Oxygen Evolution Reaction Performance of Ni-Fe-Electrodes by Tailored Conditioning' (DOI: 10.1002/celc.202400318). In our manuscript, we introduced electrochemical conditioning of Ni−Fe-based electrodes as a promising electrode design method for the alkaline oxygen evolution. Conditioning was optimized regarding scan rate, potential limits, hold times, and treatment time. More details can be read in the manuscript. The (processed) data is available as .dta-, .csv, and .txt-files. Additionally, the .opju- and .xlsx-files are given, which show the data processing.
DOI: 10.15468/dl.t8mabj
title: Occurrence Download

description: A dataset containing 45421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "MediaType is Audio",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bombina Oken, 1816, Pelodytes punctatus (Daudin, 1802), Discoglossus Otth, 1837, Pelobates Wagler, 1830, Bufo Garsault, 1764, Epidalea Cope, 1864, Bufotes Rafinesque, 1815, Hyla Laurenti, 1768, Rana Linnaeus, 1758, Pelophylax Fitzinger, 1843, Lithobates Fitzinger, 1843, Mammalia, Hymenoptera, Cicadidae, Orthoptera)"
 ]
}

 The dataset includes 45421 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004707-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnxvjf
title: Occurrence Download

description: A dataset containing 333516 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2022",
 "StateProvince is one of (santander, santander province, santander department, santander dept., santander del sur, santander dept, santander sur, santander s., santander sue, santander/n. y cesar, santander (?), santander , barbosa, santander. sur, santander-popayan road, rio mandiva. in roadside garden., santander dpt.)"
 ]
 }
 ]
}

 The dataset includes 333516 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004654-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4zw52
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinodon julimes De la Maza-Benignos & Vela-Valladares, 2009",
 "Year 2013-2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004711-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etax3w
title: Occurrence Download

description: A dataset containing 946286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.3529 10.53751,-75.77995 10.47753,-76.64643 10.76832,-76.73495 9.38973,-76.08746 8.92684,-75.4623 8.86066,-74.6171 9.0586,-74.2822 9.96142,-74.84635 10.41913,-75.3529 10.53751))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 946286 records from 549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004659-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12797810
title: Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations: Data and Visualization Notebooks

description: The data, jupyter notebooks, and saved model weights for the "Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations" Hu et al. (2025) arxiv preprint: arXiv:2407.00124. This updated version contains more analysis notebooks together with related data/model.
DOI: 10.5281/zenodo.12797811
title: Stable Machine-Learning Parameterization of Subgrid Processes with Real Geography and Full-physics Emulation: Data and Visualization Notebooks

description: The data, jupyter notebooks, and saved model weights for the "Stable Machine-Learning Parameterization of Subgrid Processes with Real Geography and Full-physics Emulation" Hu et al. (2024) arxiv preprint: arXiv:2407.00124.
DOI: 10.5281/zenodo.14704956
title: Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations: Data and Visualization Notebooks

description: The data, jupyter notebooks, and saved model weights for the "Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations" Hu et al. (2025) arxiv preprint: arXiv:2407.00124. This updated version contains more analysis notebooks together with related data/model.
DOI: 10.15468/dl.by6twt
title: Occurrence Download

description: A dataset containing 3966363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "GadmGid is one of (CAN.11.96_1, CAN.11.89_1, CAN.11.61_1, CAN.11.28_1, CAN.11.88_1, CAN.11.33_1, CAN.11.82_1, CAN.11.64_1, CAN.11.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1990-2025"
 ]
}

 The dataset includes 3966363 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004661-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.555x5b
title: Occurrence Download

description: A dataset containing 858940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selasphorus rufus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 858940 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004664-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8xsbr
title: Occurrence Download

description: A dataset containing 4307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Linaria flavirostris (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 4307 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004712-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rns2ygyh5b.1
title: Comprehensive Guava Leaf Disease Dataset for Advanced Detection and Sustainable Agriculture

description: The Guava Leaf and Fruit Condition Dataset, sourced from the Vimruli Guava Garden and Floating Market in Jhalakathi, Barisal, is a comprehensive resource aimed at improving crop management through machine learning applications. This dataset includes images of healthy and diseased guava leaves and fruits, providing essential data for the classification and detection of various plant conditions. It serves as a valuable tool for researchers and practitioners working to develop automated systems for disease identification and agricultural management.

The dataset is categorized into six distinct classes: algal leaves spot, dry leaves, healthy fruit, healthy leaves, insect-eaten leaves, and red rust. Each class represents a unique condition, such as fungal spots, environmental or nutrient-related dryness, insect damage, and fungal infections, alongside healthy samples of leaves and fruits. The distribution includes 100 original and 1,300 augmented images for algal leaves spot, 52 original and 676 augmented images for dry leaves, 50 original and 650 augmented images for healthy fruits, 150 original and 1,920 augmented images for healthy leaves, 164 original and 2,132 augmented images for insect-eaten leaves, and 90 original and 1,170 augmented images for red rust. This results in a total of 606 original images and 7,294 augmented images, culminating in a dataset of 7,900 samples.

The images were captured between August and October 2024 using a iPhone 13 camera to ensure high-quality visual data. To enhance the diversity of the dataset and improve model performance, various augmentation techniques, including flipping, rotation, zooming, brightness adjustment, and shearing, were applied.

This dataset is an excellent resource for training and evaluating machine learning models, enabling the accurate detection and classification of guava plant conditions. By leveraging this well-structured and diversified dataset, researchers can contribute to the development of precision agriculture systems that support sustainable practices and improve crop yield outcomes.

1. Original Dataset:
 Number of datasets: 606
 Data format: .jpg

2. Augmented Dataset:
 Number of datasets: 7900
 Data format: .jpg
DOI: 10.6084/m9.figshare.28241096
title: BAM files

description: Introduction: The microbiome—the community of trillions of microorganisms living in and on the human body—plays a significant role in health and disease, including in pancreatic cancer. Research has increasingly shown that the gut and pancreatic microbiomes may influence the development, progression, and therapeutic intervention of pancreatic cancer. Microbiome dysbiosis (an imbalance in microbial communities) has been linked to an altered immune response in pancreatic cancer. Certain bacteria, for instance, promote the recruitment of immunosuppressive cells in the tumor microenvironment, which can enable cancer cells to evade the immune system.Objectives: Determination of unique phylogenetic operational taxonomic units (OTUs) of microbiome responsible for pancreatic cancer development in mice.Materials & Methods: Isolation of Genomic DNA from fecal matter isolated from healthy mice and mice with subcutaneous PANC-1 human pancreatic cancer xenografts, 16S rDNA PCR and creating amplicon libraries and NG Sequencing, Software analysis of the data generated and identified OTUs of the microbiota.Discussion/Results: A comprehensive data analysis of 16S rDNA sequencing demonstrates increased abundance of several phylogenetic species of bacteria and less abundance of other OTUs of bacteria as per 16S rDNA sequencing data analysis in feces microbiome of mice with pancreatic cancer.