cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/77hr7mxd3h
title: Fly and Mosquito detection using YOLO

description: The datset was created for fly and mosquito detection using Yolov8. This file contains 1764 image file and each image file contains text file. This file caries labeling each image . LabelImg was used for this data annotation. The dataset contains three types of images such as fly, mosquito and background. We collected such images from various source of online. The dataset contains 212 plus images for background and others are distributed equally for fly and images. Most of the data represents fly and mosquito. Background images were included to ensure that the model does not falsely trigger detections in non-target environments. This dataset was used to train a YOLOv8-based detection system, which achieved high accuracy in identifying flies and mosquitoes in diverse real-world scenarios.
NB: I uploaded this dataset Kaggle before at Mendely . However I provide that link too . 
Kaggle dataset link : 
https://www.kaggle.com/datasets/algovai/mosquito-fly-detection-system-with-yolo-datasets
DOI: 10.17632/77hr7mxd3h.1
title: Fly and Mosquito detection using YOLO

description: The datset was created for fly and mosquito detection using Yolov8. This file contains 1764 image file and each image file contains text file. This file caries labeling each image . LabelImg was used for this data annotation. The dataset contains three types of images such as fly, mosquito and background. We collected such images from various source of online. The dataset contains 212 plus images for background and others are distributed equally for fly and images. Most of the data represents fly and mosquito. Background images were included to ensure that the model does not falsely trigger detections in non-target environments. This dataset was used to train a YOLOv8-based detection system, which achieved high accuracy in identifying flies and mosquitoes in diverse real-world scenarios.
NB: I uploaded this dataset Kaggle before at Mendely . However I provide that link too . 
Kaggle dataset link : 
https://www.kaggle.com/datasets/algovai/mosquito-fly-detection-system-with-yolo-datasets
DOI: 10.17632/695mbhfdsd
title: Oceanographic observations in the northern Canadian Arctic Archipelago in August 2024

description: Data are Conductivity-Temperature-Depth (CTD), Colored Dissolved Organic Matter (CDOM) fluorescence and nitrate profiles collected in August 2024 from the Canadian Coast Guard icebreaker Des Groseilliers in the northern Canadian Arctic Archipelago in Nansen Sound, Greely Fjord and Eureka Sound. Data file is in ASCII format.
The CTD observations were carried out with a Sea-Bird Scientific SBE-19plus CTD that was calibrated prior to the expedition and was accurate to ±0.005°C and ±0.0005 S m–1. We used practical salinity calculated directly from the conductivity and temperature of seawater as defined by Practical Salinity Scale 1978. All CTD casts were taken down to 522 m depth or less. CDOM fluorescence for EX/EM = 370/460 nm is from Wet Labs ECO fluorometer. The CDOM sensor sensitivity is 0.09 parts per billion (ppb). Nitrate measurements based on the absorption characteristics of nitrate in the UV light spectrum are from a Sea-Bird Scientific SUNA V2 Optical Nitrate Sensor. The nitrate profiling was accurate to ±2 mmol m–3 (mmol m–3 = millimoles of nitrate per cubic meter of water) or ± 10% of reading according to the manufacturer’s specifications. All profiles were 1-meter binned. CDOM and nitrate profiles were averaged with a 7-meter moving window.
Our data, compared with historical observations of 1960s and 1970s, indicate enhancing outflow of cool and less saline Pacific-modified polar water through the northern Canadian Arctic Archipelago. This data set supplements paper Dmitrenko, I. A., Kirillov, S. A., Babb, D. G., Burgers, T., Wang, Q., Danilov, S., and Dahl-Jensen, D. (2025). Following a half-century oceanographic data gap in the northern Canadian Arctic Archipelago: multidecadal variability of the Pacific water throughflow. Frontiers in Marine Science, 12, 1602485. https://doi.org/10.3389/fmars.2025.1602485
DOI: 10.17632/695mbhfdsd.3
title: Oceanographic observations in the northern Canadian Arctic Archipelago in August 2024

description: Data are Conductivity-Temperature-Depth (CTD), Colored Dissolved Organic Matter (CDOM) fluorescence and nitrate profiles collected in August 2024 from the Canadian Coast Guard icebreaker Des Groseilliers in the northern Canadian Arctic Archipelago in Nansen Sound, Greely Fjord and Eureka Sound. Data file is in ASCII format.
The CTD observations were carried out with a Sea-Bird Scientific SBE-19plus CTD that was calibrated prior to the expedition and was accurate to ±0.005°C and ±0.0005 S m–1. We used practical salinity calculated directly from the conductivity and temperature of seawater as defined by Practical Salinity Scale 1978. All CTD casts were taken down to 522 m depth or less. CDOM fluorescence for EX/EM = 370/460 nm is from Wet Labs ECO fluorometer. The CDOM sensor sensitivity is 0.09 parts per billion (ppb). Nitrate measurements based on the absorption characteristics of nitrate in the UV light spectrum are from a Sea-Bird Scientific SUNA V2 Optical Nitrate Sensor. The nitrate profiling was accurate to ±2 mmol m–3 (mmol m–3 = millimoles of nitrate per cubic meter of water) or ± 10% of reading according to the manufacturer’s specifications. All profiles were 1-meter binned. CDOM and nitrate profiles were averaged with a 7-meter moving window.
Our data, compared with historical observations of 1960s and 1970s, indicate enhancing outflow of cool and less saline Pacific-modified polar water through the northern Canadian Arctic Archipelago. This data set supplements paper Dmitrenko, I. A., Kirillov, S. A., Babb, D. G., Burgers, T., Wang, Q., Danilov, S., and Dahl-Jensen, D. (2025). Following a half-century oceanographic data gap in the northern Canadian Arctic Archipelago: multidecadal variability of the Pacific water throughflow. Frontiers in Marine Science, 12, 1602485. https://doi.org/10.3389/fmars.2025.1602485
DOI: 10.17632/msfbmgv6ns
title: Comparative dataset- HAGMD and CAGMD

description: dataset for comparative analysis and optimization of novel HAGMD and CAGMD systems
DOI: 10.5281/zenodo.15429545
title: Development of policy recommendations

description: This activity’s data included gathering insights from the SUSTRACK, ROBIN and BIOMODEL4REGIONS projects activities along with data generated in WP1, WP3 and WP4 and illustrate how regulations or economic frameworks might limit the transition to a circular bioeconomy model in Europe and discuss on possible legal and economic instruments to overcome them.
DOI: 10.5281/zenodo.15429546
title: Development of policy recommendations

description: This activity’s data included gathering insights from the SUSTRACK, ROBIN and BIOMODEL4REGIONS projects activities along with data generated in WP1, WP3 and WP4 and illustrate how regulations or economic frameworks might limit the transition to a circular bioeconomy model in Europe and discuss on possible legal and economic instruments to overcome them.
DOI: 10.15468/dl.efwykc
title: Occurrence Download

description: A dataset containing 939 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Varanus komodoensis Ouwens, 1912"
 ]
}

 The dataset includes 939 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011276-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2azvt
title: Occurrence Download

description: A dataset containing 4697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brachystegia Benth."
 ]
}

 The dataset includes 4697 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013582-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvn6kb
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brackenridgea A.Gray"
 ]
}

 The dataset includes 824 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013584-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6a5ks
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga rivularis L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 501 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013585-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehe2dt
title: Occurrence Download

description: A dataset containing 1228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugnorisma glareosa Esper, 1788",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1228 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013586-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2gwhk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "TaxonKey is Actinopterygii"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013587-250426092105405/datasets/export for details.
DOI: 10.15468/dl.bsf573
title: Occurrence Download

description: A dataset containing 2662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brahea Mart."
 ]
}

 The dataset includes 2662 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013588-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/7319687
title: Fundus Image Dataset for Vessel Segmentation
DOI: 10.15468/dl.723ma8
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brandzeia Baill."
 ]
}

 The dataset includes 93 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013589-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urhgtr
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythricium aurantiacum (Lasch) D.Hawksw. & A.Henrici",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 188 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013590-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3vhwf
title: Occurrence Download

description: A dataset containing 8130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brasenia Schreb."
 ]
}

 The dataset includes 8130 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013592-250426092105405/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.28926377
title: Research data

description: The research is about medical health perspectives on the current health indicators in Iraqi Kurdistan Region.
DOI: 10.15468/dl.rxgapq
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nephroma parile (Ach.) Ach.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 462 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013593-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/32x-x0l-kt3
title: Himantoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/70d-k55-ynb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yqf-0dw-nra
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2vn-6ch-bbm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cp5-j1g-p30
title: Arcestes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ktw-syz-tw8
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34b-evb-3pf
title: †Frondicularia spissa Terquem, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zte-45r-6b9
title: †Rhacophyllites debilis (Hauer, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/87j-5cw-cvw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y6v-9nt-td3
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gs-8pv-0se
title: Proboscidea Illiger, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nl0-r5w-1lv
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpc-0vt-wkl
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dca-45y-hf5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mcq-2rx-cd3
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4h-j2a-g05
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wlz-6a6-2fz
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rc4-8sm-9hg
title: †Agathiceras sundaicum Haniel, 1915

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6n-qma-vlb
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1b-dwl-b19
title: †Stenopronorites uralensis (Karpinsky, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7k-9jz-5eq
title: Neohibolites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cyk-6x3-77y
title: Arvicolinae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8a-jv7-rpf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/875-5eh-ffh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgz-azx-s6t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e31-r6q-80y
title: Kraussella Bolívar, 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h2w-lff-g29
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2c-kkf-yht
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69r-lne-rv0
title: Palmoconcha granulata (Sars, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6n-bb3-j2j
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4aa-2vc-sy6
title: Neohibolites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9q2-k4k-565
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02c-ht9-1lq
title: Neohibolites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08y-v24-cag
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vmp-w3z-1s4
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9mb-1wt-x70
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbm-0pp-b7z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4cx-ghk-qps
title: Candona (Candona) Baird, 1845

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.13130/rd_unimi/qa4bro/x6lvmb
title: 250408_OPT1_TensileTest_221.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_221.tif
DOI: 10.25549/jarda-c75-1396
title: "A group of Japanese girls 'limber up' at gymnasium in the Japanese quarter of Los Angeles. Left to right: Sue Noma, Maye Noma, Lily Takeda, Shigeko Oi, and Meri Taniguchi. All are Nisei."--ca...

description: This collection of photographs from the Hearst Collection of the Los Angeles Examiner in the USC Regional History Collection, documents the incarceration of Japanese Americans in California during World War II. These 222 photographs provide a glimpse into the lives of Japanese immigrants and native born Japanese Americans (a.k.a. Nisei) residing in California from 1921 to 1958, with primary emphasis on 1941-1946. Much of the coverage documents scenes of:1) the mass removal and incarceration process;2) life in camps at Manzanar, Santa Anita, Tanforan, and Tule Lake;3) post-war repatriation to Japan.The original captions from the photographs, many of which were published in the Los Angeles Examiner, have been transcribed into the Japanese American Incarceration Images, 1941-1946 to enhance subject-specific retrieval; the cultural references reflect the 1940's terminology.USC's Japanese American Incarceration Images, 1941-1946, originally known as Japanese American Relocation Digital Archive, 1941-1946 (JARDA), was funded by a grant from the Library Services and Technology Act to the California Digital Library, administered by the California State Library, as part of an initiative to assemble a statewide Japanese American Relocation Digital Archive, available at: https://cdlib.org/cdlinfo/2004/04/22/japanese-american-relocation-digital-archives-jarda-web-site-updated/. Japanese American Relocation Digital Archive includes access to more than 25 different collections from four (eventually nine) institutions. It features newly digitized photographs, documents, manuscripts, paintings, drawings, letters, oral histories, and inventories of archival collections. It will eventually bring together over 10,000 digital images and 20,000 pages of electronic transcriptions of documents and oral histories, showing daily life in the camps.Please note that this collection was originally known as the Japanese American Relocation Digital Archive, 1941-1946 (JARDA), before being changed to the Japanese American Incarceration Images, 1941-1946.
DOI: 10.13130/rd_unimi/qa4bro/3qbppm
title: 250408_OPT1_TensileTest_222.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_222.tif
DOI: 10.13130/rd_unimi/qa4bro/dgdd1g
title: 250408_OPT1_TensileTest_223.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_223.tif
DOI: 10.25549/inscriptifact-ouc110601025
title: Persepolis Fortification Aramaic Text 425, PFAT 425

description: [Text Description:] Administrative text with seals PFATS 0403s ❧ [Text or Publication Number Note:] PFAT 425, Bowman 425 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0403s on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.13130/rd_unimi/qa4bro/kl2zde
title: 250408_OPT1_TensileTest_224.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_224.tif