cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.960342
title: Calibrated high-resolution XRF core-scanning data of Holocene lake sediments from Lake Sidi Ali, Middle Atlas Morocco

description: The North African desert margin is considered one of the areas most sensitive to future climate changes. Improved knowledge about Holocene climatic variability and environmental responses on millennial to centennial scale will help to refine scenarios related to future climate changes. This data set presents calibrated XRF core scanning data (Ca, Sr, Fe, Mn, S, K, Ti) of a ~20 m long Holocene lake sediment sequence from Lake Sidi Ali located in the Middle Atlas, Morocco. The ITRAX core scanner measurements were obtained every 1 mm and calibrated with depth equal quantitative Spectro Xepos XRF data (see. Schmidt et al. 2023, doi:10.1594/PANGAEA.960365) using the multivariate log-ratio calibration model of Weltje et al. 2015 (doi:10.1007/978-94-017-9849-5_21). According to the 210Pb and pollen-based 14C chronology, the calibrated XRF scanning data have a c. annual temporal resolution.
DOI: 10.1594/pangaea.971921
title: Five-day backwards trajectories at one minute resolution along the flight tracks of the Polar 6 research aircraft during HALO-(AC)3

description: The HALO-(AC)3 Arctic airborne campaign took place in spring 2022. Among other aircraft, it involved the Polar 6 research aircraft stationed in Longyearbyen on Svalbard. Polar 6 was equipped with a wide range of in-situ instruments to measure meteorological and aerosol properties in the Arctic atmosphere around Svalbard and the Fram Strait. In order to understand the origin of air masses sampled by Polar 6, this dataset here was created as follows. For all research flights, every one minute along the flight track and at the coordinates and pressure altitude of Polar 6, one air mass was initialized using the the trajectory calculation tool Lagranto in conjunction with wind fields from the ERA5 reanalysis. Latter has an output resolution of around 30 km and one hour. The hourly data was bi-linearly interpolated to one minute resolution. Trajectories were then calculated five days backwards in one minute steps. Several parameters were traced along the trajectories, based on ERA5 output: Surface pressure, geopotential altitude, atmospheric boundary-layer height, air temperature, specific humidity, sea-ice concentration, and cloud liquid/ice/rain/snow water contents. Thus, it is possible to investigate the origin of the sampled air masses, as well as to estimate the relevant air-mass transformations and cloud processes they underwent during transport towards Polar 6.
DOI: 10.15468/dl.q3r8yt
title: Occurrence Download

description: A dataset containing 5978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)"
 ]
}

 The dataset includes 5978 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024082-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7288/v4/magic/20079
title: Assessing Paleosecular Variation Averaging and Correcting Paleomagnetic Inclination Shallowing (Dataset)

description: Paleomagnetic, rock magnetic, or geomagnetic data found in the MagIC data repository from a paper titled: Assessing Paleosecular Variation Averaging and Correcting Paleomagnetic Inclination Shallowing
DOI: 10.7288/v4/magic/20028
title: PADM2M: a penalized maximum likelihood model of the 0-2 Ma palaeomagnetic axial dipole moment (Dataset)

description: Paleomagnetic, rock magnetic, or geomagnetic data found in the MagIC data repository from a paper titled: PADM2M: a penalized maximum likelihood model of the 0-2 Ma palaeomagnetic axial dipole moment
DOI: 10.5281/zenodo.13763938
title: Thin blood smear images of red blood cells with rouleaux formation morphology and normal morphology

description: This dataset contains images of thin blood smear with normal red blood cell morphology and rouleaux red blood cell morphology. Ethical approval with approval number: NHREC/17/03//2018 was obtained from Kano state ministry of health. Blood samples from 100 malaria infected patients were collected from Asiya Bayero pediatric hospital, kano state, Nigeria. Thick and thin blood smear slides were prepared using field stain. To ensure there was no bias in slide preparation, slides used for hospital diagnosis prepared under limited and constrained conditions were used as such types of slides represent the true reality of malaria diagnosis in less developed countries.Thin blood smear microscopy was performed by an expert microscopist and each slide was labeled according to the presence of Rouleaux formation or not among others. Out of 100 samples collected, 28 samples had rouleaux formation morphology.

A 12MP iPhone 10 camera was attached to a microscope’s eyepiece. Pictures of different field of views for each slide were captured using the iPhone’s camera. For each slide, a minimum of 10 different field of views were captured. 616 images were captured for slides with rouleaux formation. To create a balanced dataset an equal number, 616 images were also captured for slides with normal morphology. To increase the size and variation of the dataset. 312 Digital images of thin blood smear slides with Giemsa staining collected from Murtala Muhammad specialist hospital were added. out of the 312 images, 156 had rouleaux RBC morphology and 156 had normal RBC morphology. Image capture was conducted in the morning, afternoon and evening and in different rooms with different lighting conditions to introduce diverse levels of illumination in the images The captured images from both hospitals had a size of 4032x3024 pixels. The background of the images were cropped to give a size 2500x2500 which were then sliced to give a final size of 750x750 pixels. The final data set consists of 12,356 thin blood smear images with rouleaux formation morphology and 12,356 thin blood smear images with normal red blood cell morphology. Different CNN architectures were trained for the binary classification of the dataset.
description: The data set has four files files.



Rouleaux morphology RBC original form: This contains the original captured images of thin blood smear with red blood cells in a rouleaux formation morphology of sizes 4032x3024

Rouleaux morphology RBC sliced: This contains images from folder 1 that are cropped and sliced to sizes of 750x750 

 Normal morphology RBC original form: This contains the original captured images of thin blood smear with red blood cells in a normal morphology of sizes 4032x3024

Normal morphology RBC sliced: This contains images from folder 3 that are cropped and sliced to sizes of 750x750
DOI: 10.5281/zenodo.13763939
title: Thin blood smear images of red blood cells with rouleaux formation morphology and normal morphology

description: This dataset contains images of thin blood smear with normal red blood cell morphology and rouleaux red blood cell morphology. Ethical approval with approval number: NHREC/17/03//2018 was obtained from Kano state ministry of health. Blood samples from 100 malaria infected patients were collected from Asiya Bayero pediatric hospital, kano state, Nigeria. Thick and thin blood smear slides were prepared using field stain. To ensure there was no bias in slide preparation, slides used for hospital diagnosis prepared under limited and constrained conditions were used as such types of slides represent the true reality of malaria diagnosis in less developed countries.Thin blood smear microscopy was performed by an expert microscopist and each slide was labeled according to the presence of Rouleaux formation or not among others. Out of 100 samples collected, 28 samples had rouleaux formation morphology.

A 12MP iPhone 10 camera was attached to a microscope’s eyepiece. Pictures of different field of views for each slide were captured using the iPhone’s camera. For each slide, a minimum of 10 different field of views were captured. 616 images were captured for slides with rouleaux formation. To create a balanced dataset an equal number, 616 images were also captured for slides with normal morphology. To increase the size and variation of the dataset. 312 Digital images of thin blood smear slides with Giemsa staining collected from Murtala Muhammad specialist hospital were added. out of the 312 images, 156 had rouleaux RBC morphology and 156 had normal RBC morphology. Image capture was conducted in the morning, afternoon and evening and in different rooms with different lighting conditions to introduce diverse levels of illumination in the images The captured images from both hospitals had a size of 4032x3024 pixels. The background of the images were cropped to give a size 2500x2500 which were then sliced to give a final size of 750x750 pixels. The final data set consists of 12,356 thin blood smear images with rouleaux formation morphology and 12,356 thin blood smear images with normal red blood cell morphology. Different CNN architectures were trained for the binary classification of the dataset.
description: The data set has four files files.



Rouleaux morphology RBC original form: This contains the original captured images of thin blood smear with red blood cells in a rouleaux formation morphology of sizes 4032x3024

Rouleaux morphology RBC sliced: This contains images from folder 1 that are cropped and sliced to sizes of 750x750 

 Normal morphology RBC original form: This contains the original captured images of thin blood smear with red blood cells in a normal morphology of sizes 4032x3024

Normal morphology RBC sliced: This contains images from folder 3 that are cropped and sliced to sizes of 750x750
DOI: 10.6084/m9.figshare.27071536
title: Epinephelus polyphekadion genome

description: <b>the </b><b>c</b><b>amouflage grouper </b><b> genome</b>
DOI: 10.6084/m9.figshare.27071536.v1
title: Epinephelus polyphekadion genome

description: <b>the </b><b>c</b><b>amouflage grouper </b><b> genome</b>
DOI: 10.6084/m9.figshare.27071878
title: Additional file 5 of Recruitment of the m6A/m6Am demethylase FTO to target RNAs by the telomeric zinc finger protein ZBTB48

description: Additional file 5: Table S4: FTO iCLIP-seq.
DOI: 10.5281/zenodo.17064290
title: Soil organic carbon and soil organic matter measurements across habitats from the UK and Spain

description: This dataset includes measurements of total soil carbon, soil organic carbon and soil organic matter for soil samples from Spain (AI4SoilHealth project), England (Biosoil project) and the UK (CINAg project). Soils were sampled to different depths based on the project’s requirements.

The datasets is part of a bigger dataset to investigate the fraction of soil organic carbon (SOC) in soil organic matter (SOM), denoted as , as a national-scale soil process indicator.
DOI: 10.5281/zenodo.17064291
title: Soil organic carbon and soil organic matter measurements across habitats from the UK and Spain

description: This dataset includes measurements of total soil carbon, soil organic carbon and soil organic matter for soil samples from Spain (AI4SoilHealth project), England (Biosoil project) and the UK (CINAg project). Soils were sampled to different depths based on the project’s requirements.

The datasets is part of a bigger dataset to investigate the fraction of soil organic carbon (SOC) in soil organic matter (SOM), denoted as , as a national-scale soil process indicator.
DOI: 10.3535/y96-c85-96q
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nam-lb1-rc2
title: Hipparchia semele Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qrr-nv1-rx2
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tm5-6ag-fff
title: Arctia (Arctia) caja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lpv-sx9-8bc
title: Catoptria pinella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vsq-5v4-f0b
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7n0-j9q-sdg
title: Arctia (Arctia) caja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yb9-f9v-kfa
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1a8-5bs-9lb
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wb5-fl5-yc1
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1pk-ddw-clk
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z4h-0e9-wjd
title: Photedes captiuncula Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hy2-k47-a3s
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rf3-xqe-vwf
title: Photedes fluxa Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/af6-re5-etv
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cy6-9wj-z6m
title: Orthosia (Cororthosia) opima Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/79c-ep3-mfm
title: Ochropleura plecta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n97-hfg-72v
title: Depressaria olerella Zeller, 1854

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b2a-l6j-mv3
title: Eugnorisma (Metagnorisma) depuncta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fyt-z54-a3p
title: Eudonia alpina Curtis, 1850

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5a9-c3w-zd4
title: Xestia (Xestia) collina Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k38-57q-3zp
title: Miltochrista miniata (Forster, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/add-vw4-eyy
title: Photedes captiuncula Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nbd-j3l-093
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2w6-y3j-cxp
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aeg-f4x-rgj
title: Pyrausta purpuralis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vfh-fdn-fdn
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zas-6es-027
title: Orthosia (Cororthosia) opima Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ra4-xzr-9sw
title: Orthosia (Cororthosia) opima Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s30-l97-r39
title: Mamestra brassicae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6g6-g8k-c5t
title: Hadena (Hadena) capsincola [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/msq-l55-lqv
title: Ochropleura plecta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/048-4v6-gl9
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ph8-d6t-6ml
title: Cupido minimus Füssly, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sln-1fd-g18
title: Furcula bifida (Brahm, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/snt-g29-cwf
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v3g-h7k-8ql
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g0c-8zp-xxr
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p3d-t7t-aaa
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dkt-8fl-7y2
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zzs-8hd-6e0
title: Furcula bifida (Brahm, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/480-5zz-xb7
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w3x-a2c-bsf
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/82q-m8s-gbc
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9ch-ajd-sbt
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tbk-jm0-t41
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z23-6mn-x7x
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tfr-2p0-477
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wj6-lrn-dbq
title: Mamestra brassicae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5hl-3rz-790
title: Eudonia alpina Curtis, 1850

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yzp-a50-6pe
title: Eudonia alpina Curtis, 1850

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7pd-343-gkg
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wtb-nym-f3z
title: Cucullia lactucae ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7r8-ft0-l26
title: Plusia putnami Grote, 1873

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qv9-hp8-bek
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bel-zcx-pr9
title: Gonepteryx rhamni (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v7v-z9a-7zm
title: Photedes fluxa Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3m6-hq0-6nd
title: Yezognophos vittaria (Thunberg, 1788)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.2cebam
title: Occurrence Download

description: A dataset containing 1478918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Geometry POLYGON((-143.32615 43.47724,-90.70723 -2.76919,-79.8884 2.14689,-75.4625 14.291,-47.92363 18.5354,-46.9401 54.3994,-60.21778 67.91323,-68.08602 74.23462,-145.78497 74.88906,-167.91442 72.84191,-166.93089 70.52688,-171.35678 57.95475,-168.40618 39.42494,-143.32615 43.47724))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 1478918 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030295-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3f3-1gy-q7b
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/srl-a78-nxc
title: Luperina testacea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yqb-4kl-cg8
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/04e-a8g-2ep
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.xqgk96
title: Occurrence Download

description: A dataset containing 638216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((140.12704 35.57828,139.9493 35.76114,139.61627 35.43135,138.53628 35.14665,138.14183 34.70369,138.21942 34.597,139.85544 34.89769,140.12704 35.57828))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 638216 records from 621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030272-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4cq-jfv-5xf
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a74-ta0-7ef
title: Depressaria olerella Zeller, 1854

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/evj-29y-m3r
title: Xestia (Xestia) collina Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nt0-r4q-vmk
title: Xestia (Xestia) collina Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.