cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id38853.1
title: StrainInfo SI-ID 38853.1

description: StrainInfo dataset 38853 about a strain of Synechococcus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38910.1
title: StrainInfo SI-ID 38910.1

description: StrainInfo dataset 38910 about a strain of Mycobacterium aichiense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38911.1
title: StrainInfo SI-ID 38911.1

description: StrainInfo dataset 38911 about a strain of Streptococcus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38912.1
title: StrainInfo SI-ID 38912.1

description: StrainInfo dataset 38912 about a strain of Enterococcus faecalis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38913.1
title: StrainInfo SI-ID 38913.1

description: StrainInfo dataset 38913 about a strain of Mycobacterium tuberculosis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38780.1
title: StrainInfo SI-ID 38780.1

description: StrainInfo dataset 38780 about a strain of Clostridium perfringens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.ew3ime
title: Occurrence Download

description: A dataset containing 930366 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Philippines"
 ]
}

 The dataset includes 930366 records from 653 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001665-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id38781.1
title: StrainInfo SI-ID 38781.1

description: StrainInfo dataset 38781 about a strain of Clostridium perfringens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38782.1
title: StrainInfo SI-ID 38782.1

description: StrainInfo dataset 38782 about a strain of Clostridium perfringens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38783.1
title: StrainInfo SI-ID 38783.1

description: StrainInfo dataset 38783 about a strain of Achromobacter xylosoxidans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38854.1
title: StrainInfo SI-ID 38854.1

description: StrainInfo dataset 38854 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38855.1
title: StrainInfo SI-ID 38855.1

description: StrainInfo dataset 38855 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38856.1
title: StrainInfo SI-ID 38856.1

description: StrainInfo dataset 38856 about a strain of Acinetobacter. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38857.1
title: StrainInfo SI-ID 38857.1

description: StrainInfo dataset 38857 about a strain of Salmonella enterica subsp. enterica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id38914.1
title: StrainInfo SI-ID 38914.1

description: StrainInfo dataset 38914 about a strain of Mycobacterium tuberculosis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.ma5khf
title: Occurrence Download

description: A dataset containing 930366 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Philippines"
 ]
}

 The dataset includes 930366 records from 653 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001689-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsj5k5
title: Occurrence Download

description: A dataset containing 2618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus inermis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2618 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078329-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edzues
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Donacobius atricapilla)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078328-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.29712383
title: IMPACT OF MICRO CREDIT ON THE PERFORMANCE OF MSMSE BUSINESSES: A CASE STUDY OF BWARI

description: This study examines the impact of microcredit on the performance of micro, small, and medium enterprises (MSMEs) in Bwari Area Council, Nigeria. Microcredit has been recognized as a vital financial tool for fostering entrepreneurship, improving business sustainability, and enhancing economic development. However, the accessibility, effectiveness, and challenges associated with microcredit remain key concerns. Using a combination of theoretical perspectives—including Financial Intermediation Theory, Entrepreneurial Finance Theory, and Job Creation Theory—the research assesses the role of microcredit in business growth, employment generation, and financial stability. Through a structured methodology, including surveys and regression analysis, the study explores how microcredit influences business expansion, profitability, and resilience among local entrepreneurs. The findings highlight that while access to microcredit contributes to improved business performance, barriers such as high interest rates, complex application processes, and financial literacy gaps hinder its full potential. The study provides recommendations to enhance microcredit accessibility, optimize financial literacy programs, and create more supportive policies for MSMEs. By addressing these issues, policymakers and financial institutions can strengthen the role of microcredit in driving sustainable economic growth within the region.
DOI: 10.6084/m9.figshare.29712383.v1
title: IMPACT OF MICRO CREDIT ON THE PERFORMANCE OF MSMSE BUSINESSES: A CASE STUDY OF BWARI

description: This study examines the impact of microcredit on the performance of micro, small, and medium enterprises (MSMEs) in Bwari Area Council, Nigeria. Microcredit has been recognized as a vital financial tool for fostering entrepreneurship, improving business sustainability, and enhancing economic development. However, the accessibility, effectiveness, and challenges associated with microcredit remain key concerns. Using a combination of theoretical perspectives—including Financial Intermediation Theory, Entrepreneurial Finance Theory, and Job Creation Theory—the research assesses the role of microcredit in business growth, employment generation, and financial stability. Through a structured methodology, including surveys and regression analysis, the study explores how microcredit influences business expansion, profitability, and resilience among local entrepreneurs. The findings highlight that while access to microcredit contributes to improved business performance, barriers such as high interest rates, complex application processes, and financial literacy gaps hinder its full potential. The study provides recommendations to enhance microcredit accessibility, optimize financial literacy programs, and create more supportive policies for MSMEs. By addressing these issues, policymakers and financial institutions can strengthen the role of microcredit in driving sustainable economic growth within the region.
DOI: 10.15468/dl.awryb2
title: Occurrence Download

description: A dataset containing 12277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepidula fornicata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12277 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086102-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz2z44
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Corvus capensis)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086103-250717081556266/datasets/export for details.
DOI: 10.3535/jeq-bzv-rqx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7sv-ddv-rjn
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hb5-69a-w6v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ag-apa-7n8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2s-cn9-7w3
title: Barremites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3x3-qeh-h83
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79h-lk2-bqm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fw-ede-yh0
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5za-0dd-0nw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/atq-kw6-7ja
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6tt-5sn-s8l
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsc-1gl-5z4
title: Diptera

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9gv-je9-dxr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2t-7av-eym
title: Curculionidae Latreille, P.A., 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxq-egm-zjz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0s-vsf-c7a
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0b2-e0v-psj
title: †Entomozoe (Richteria) Jones, 1874

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ne2-gca-5ab
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ra1-6y2-vab
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.m8wwxv
title: Occurrence Download

description: A dataset containing 5460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyplectron bicalcaratum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 5460 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020255-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/l0t-8ye-7an
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/px0-jrs-sep
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fb-97x-f6w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q0y-2fb-l2r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/78p-x0k-rj4
title: Cardioceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kt4-wh9-t27
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvz-gmv-a12
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nlz-cfc-208
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bny-wmn-6ha
title: †Uchtospirifer Ljaschenko, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jtc-2c2-b6k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7k8-17b-5fa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6u8n5s
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinophysis norvegica",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020256-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1nw-bz1-0b2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kw4-8gc-y5z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/tmxw9kz7vt.1
title: Supplemental Materials for Assessment of Clinician-Reported Severity Scores for Hidradenitis Suppurativa Disease: A Systematic Review and Meta-Analysis

description: Supplemental materials
DOI: 10.3535/f14-fzd-rpt
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9v-b1s-zng
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8s-y6d-bxe
title: Leioceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/12p-j6y-p3x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6py-xcy-elh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/byftmdzg4g
title: Sunflower Growth Stage Image Dataset for Phenological Classification

description: The Sunflower Growth Stage Image Dataset for Phenological Classification was collected from agricultural fields in Bangladesh, focusing on the identification and classification of sunflower growth stages. Images were captured directly in the field using a Redmi Note 11 smartphone, under natural daylight and varying weather conditions to reflect real-world environments. This dataset is meant to aid research in deep learning, computer vision, and plant phenology by providing data for automated classification of growth stages.

A total of 1,255 original images were gathered, each with a high resolution of 12,288 × 16,320 pixels and approximately 25 MB in size. The images are divided into five classes: Stage1 (Young_Bud) with 238 images, Stage2 (Mature_Bud) with 272 images, Stage3 (Early_Bloom) with 218 images, Stage4 (Full_Bloom) with 213 images, and Stage5 (Wilted) with 314 images. To balance the dataset for training, each class was augmented to have 500 images, resulting in a final balanced collection of 2,500 images.

Validation of the dataset was carried out by a Sub-Assistant Agriculture Officer from the Department of Agricultural Extension (DAE), Bangladesh, ensuring its reliability. The data was collected at two main sites: Daffodil International University (Ashulia Campus) and Model Town Nursery, Ashulia, Bangladesh. The camera used for capturing the images was a Redmi Note 11, with 24-bit color depth, an aperture of f/1.8, and images saved in JPEG format.

Example metadata for an image shows it was taken on 2025-05-22 at 17:47 using the MediaTek Camera Application. The image’s dimensions are 12,288 × 16,320 pixels at 72 dpi with 24-bit sRGB color representation. The camera details include Xiaomi as the maker, model 23117RA86G, f-stop f/1.6, exposure time 1/100 sec, ISO 200, focal length 6 mm, and auto white balance. GPS coordinates recorded were Latitude 23.5247046, Longitude 90.1918097, Altitude 34.5 m. The image file example is named IMG_20250522_174724.jpg, is a JPEG of size 26.1 MB.


Attribution Notice
This dataset also includes 24 images derived from the publicly available dataset:
“Sunflower Plant Health and Growth Stage Image Dataset for Agricultural Machine Learning Applications”
Sagor, Saifuddin; Hossan, Md. Faysal ; Ahmed, Faruk; Reyad , Md. Zamirul Islam (2025), “Sunflower Plant Health and Growth Stage Image Dataset for Agricultural Machine Learning Applications”, Mendeley Data, V1, doi: 10.17632/y3ygk98ngr.1

These images were incorporated because the number of collected field images was insufficient for the Stage4 (Full_Bloom) Class. After inclusion, a portion of these images was further augmented to increase the dataset size and maintain class balance. Any modifications or augmentations applied to the derived images are the responsibility of the present authors.

The original dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).
DOI: 10.3535/fy4-6kj-x8q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rra-arp-r6q
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ms0-25n-cdj
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vqq-hhf-nr6
title: Modiolus Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.