cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6460919
title: The link between non-aureus staphylococci in bulk milk and in milk samples of dairy cows

description: Non-<em>aureus</em> staphylococci (NAS) have become the most common causes of bovine subclinical mastitis on modern dairy farms. Identifying and understanding the ecological nature and epidemiological behavior of the causative mastitis agents circulating in a dairy herd is integral to the implementation of herd-specific mastitis prevention plans and the improvement of mastitis management. Bulk milk sampling for bacterial culturing is readily available as part of (regulatory) milk quality screening programs worldwide and includes the milk of all lactating and milked animals in the herd. In a first phase of a larger project we aim (1) to study the presence and distribution of NAS species in bulk milk samples and composite cow milk samples simultaneously and (2) to perform strain-typing to determine which proportion of NAS isolates from bulk milk in dairy herds originate from the mammary quarters of cows.Non-<em>aureus</em> staphylococci (NAS) have become the most common causes of bovine subclinical mastitis on modern dairy farms Identifying and understanding the ecological nature and epidemiological behavior of the causative mastitis agents circulating in a dairy herd is integral to the implementation of herd-specific mastitis prevention plans and the improvement of mastitis management . Bulk milk sampling for bacterial culturing is readily available as part of (regulatory) milk quality screening programs worldwide and includes the milk of all lactating and milked animals in the herd. In a first phase of a larger project we aim (1) to study the presence and distribution of NAS species in bulk milk samples and composite cow milk samples simultaneously and (2) to perform strain-typing to determine which proportion of NAS isolates from bulk milk in dairy herds originate from the mammary quarters of cows.
DOI: 10.5281/zenodo.6441360
title: MELA Dataset: A Benchmark for Mediastinal Lesion Analysis (Training Set Part 1)

description: MELA dataset is a benchmark for developing algorithms on mediastinal lesion analysis. We hope this large-scale dataset could facilitate the research and application of automatic mediastinal lesion detection and diagnosis. MELA dataset contains 1100 CT scans collected from patients with one or more lesions in the mediastinum. The MELA dataset is split into a subset of 770 CT scans for training, a subset of 110 CT scans for validation, and a test set of 220 CT scans for evaluation. Due to the size limit of zenodo.org, we split the MELA training set into 3 parts; this is the Training Set Part 1 of MELA dataset, including 260 CTs. Files include: Train1.zip: 130 CTs in NII format (nii.gz). Train2.zip: 130 CTs in NII format (nii.gz).
DOI: 10.5281/zenodo.6444098
title: MELA Dataset: A Benchmark for Mediastinal Lesion Analysis (Training Set Part 2)

description: MELA dataset is a benchmark for developing algorithms on mediastinal lesion analysis. We hope this large-scale dataset could facilitate the research and application of automatic mediastinal lesion detection and diagnosis. MELA dataset contains 1100 CT scans collected from patients with one or more lesions in the mediastinum. The MELA dataset is split into a subset of 770 CT scans for training, a subset of 110 CT scans for validation, and a test set of 220 CT scans for evaluation. Due to the size limit of zenodo.org, we split the MELA training set into 3 parts; this is the Training Set Part 2 of MELA dataset, including 260 CTs. Files include: Train3.zip: 130 CTs in NII format (nii.gz). Train4.zip: 130 CTs in NII format (nii.gz).
DOI: 10.5281/zenodo.6445013
title: MELA Dataset: A Benchmark for Mediastinal Lesion Analysis (Training Set Part 3)

description: MELA dataset is a benchmark for developing algorithms on mediastinal lesion analysis. We hope this large-scale dataset could facilitate the research and application of automatic mediastinal lesion detection and diagnosis. MELA dataset contains 1100 CT scans collected from patients with one or more lesions in the mediastinum. The MELA dataset is split into a subset of 770 CT scans for training, a subset of 110 CT scans for validation, and a test set of 220 CT scans for evaluation. Due to the size limit of zenodo.org, we split the MELA training set into 3 parts; this is the Training Set Part 3 of MELA dataset, including 250 CTs. Files include: Train5.zip: 130 CTs in NII format (nii.gz). Train6.zip: 120 CTs in NII format (nii.gz).
DOI: 10.5281/zenodo.6424034
title: MELA Dataset: A Benchmark for Mediastinal Lesion Analysis (Validation Set and Annotation)

description: MELA dataset is a benchmark for developing algorithms on mediastinal lesion analysis. We hope this large-scale dataset could facilitate the research and application of automatic mediastinal lesion detection and diagnosis. MELA dataset contains 1100 CT scans collected from patients with one or more lesions in the mediastinum. The MELA dataset is split into a subset of 770 CT scans for training, a subset of 110 CT scans for validation, and a test set of 220 CT scans for evaluation. This is the Validation Set and Annotation of MELA dataset, including 110 CTs and the annotations of the whole training set and validation set. Files include: Val.zip: 110 CTs in NII format (nii.gz). mela_train_val_annotations.csv: bounding box annotations in voxel coordinates for mediastinal lesions. `public_id: anonymous patient ID to match images and annotations.<br> `coordX, coordY, coordZ: coordinates of the center of annotated bounding box.<br> `x_length, y_length, z_length: the length of the bounding box in three dimensions.
DOI: 10.5281/zenodo.6430924
title: A global land surface 250-m 8-day Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) product (2022-part2)

description: The Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) is a critical land surface variable for carbon cycle modeling and ecological monitoring. We generated the latest version (V6) of the FAPAR product at a 250-m resolution, which is also aggregated to multiple coarser resolutions (up to 0.25° and monthly), from MODIS surface reflectance data and other information, as part of the Global Land Surface Satellite (GLASS) products suite. Three existing global FAPAR products (MODIS Collection 6, GLASS V5, and PROBA-V V1) were used to generate the time-series training samples for developing the Bidirectional Long Short-Term Memory (Bi-LSTM) model. Direct validation using high-resolution FAPAR maps from VALERI and ImagineS networks revealed that the GLASS V6 FAPAR product achieves higher accuracy than PROBA-V, MODIS, and GLASS V5, with R<sup>2</sup> of 0.80 and RMSE of 0.10-0.11 at the 250-m, 500-m, and 3-km scales, and a higher percentage (72%) of retrievals in meeting accuracy requirement of 0.1. Global spatial evaluation and temporal comparison at the Ameriflux and NEON sites indicated that the GLASS V6 FAPAR is more spatio-temporal continuous and better reflects the variations of vegetation than the GLASS V5 FAPAR. The temporal span of GLASS V6 FAPAR product is from 2000 to 2020 and the temporal frequency is 8-day. The 250-m and 500-m data are in the Sinusoidal projection, while the 0.05°, 0.1° and 0.25° data are in geographic latitude/longitude. Data files are provided in HDF−EOS format.
description: Due to the upload size restrictions, only the dataset for 2020 is included on this site, The 250-m GLASS V6 FAPAR product is freely available at www.glass.umd.edu. We have also aggregated it to coarser resolutions (500-m/8-day, 0.05°/8-day, 0.1°/month, 0.25°/month).
DOI: 10.5281/zenodo.6460725
title: AAA_IR_Int_v1

description: Integration of AAA and MI Data into one file
DOI: 10.5281/zenodo.6460724
title: AAA_IR_Int_v1

description: Integration of AAA and MI Data into one file
DOI: 10.34740/kaggle/dsv/3457408
title: Top Used Words In The Bible (EN, RU) 📖
DOI: 10.5281/zenodo.6460208
title: Subarctic soil carbon losses after deforestation for agriculture depend on permafrost abundance - study data

description: Contains the dataset and R code used for the study "Subarctic soil carbon losses after deforestation for agriculture depend on permafrost abundance".
DOI: 10.5281/zenodo.6460207
title: Subarctic soil carbon losses after deforestation for agriculture depend on permafrost abundance - study data

description: Contains the dataset and R code used for the study "Subarctic soil carbon losses after deforestation for agriculture depend on permafrost abundance".
DOI: 10.5517/ccdc.csd.cc2bqdxd
title: CCDC 2166494: Experimental Crystal Structure Determination

description: Related Article: Jeroen P.J. Bruekers, Paul Tinnemans, Johannes A.A.W. Elemans, Roeland J.M. Nolte|2022|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc2bqdyf
title: CCDC 2166495: Experimental Crystal Structure Determination

description: Related Article: Jeroen P.J. Bruekers, Paul Tinnemans, Johannes A.A.W. Elemans, Roeland J.M. Nolte|2022|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc2bqdzg
title: CCDC 2166496: Experimental Crystal Structure Determination

description: Related Article: Jeroen P.J. Bruekers, Paul Tinnemans, Johannes A.A.W. Elemans, Roeland J.M. Nolte|2022|CSD Communication|||
DOI: 10.6084/m9.figshare.17082401
title: Internal Lee Waves Generated by Shear Flow over Small-Scale Topography

description: <br> Model output data used in Sun et al. 2022 JGR to verify the analytical solution and explore the effects of different types of shear flow on lee wave properties.
DOI: 10.6084/m9.figshare.17082401.v2
title: Internal Lee Waves Generated by Shear Flow over Small-Scale Topography

description: Model output data used in Sun et al. 2021 JGR to verify the analytical solution and explore the effects of different types of shear flow on lee wave properties.<br>
DOI: 10.6084/m9.figshare.7080896
title: Angiography Pulse Wave Coherence Data

description: Human angiography data. The file naming convention is Subject.Projection.DataType.h5. There are 4 human subjects. The data are anonymized. The study was approved by the Massachusetts General Hospital ethics committee. The same cardiac signal (pulse oximeter) applies to each projection. Raw space angiograms are formatted as real-valued data but otherwise untransformed. Cardiac space angiograms are wavelet transformed to represent cardiac frequency phenomena as complex-valued data. We provide python3 and Julia programs formatted as Jupiter notebooks for perusing the data.
DOI: 10.5281/zenodo.6422030
title: R code and data for "Tidal streams, fish and seabirds: understanding the linkages between mobile predators, prey and hydrodynamics"

description: R code and data for "Tidal streams, fish and seabirds: understanding the linkages between mobile predators, prey and hydrodynamics"
DOI: 10.5281/zenodo.6091647
title: R code and data for "Tidal streams, fish and seabirds: understanding the linkages between mobile predators, prey and hydrodynamics"

description: R code and data for "Tidal streams, fish and seabirds: understanding the linkages between mobile predators, prey and hydrodynamics"
DOI: 10.6084/m9.figshare.19096823
title: YouTube Dataset on Mobile Streaming for Internet Traffic Modeling, Network Management, and Streaming Analysis

description: Streaming is by far the predominant type of traffic in communication networks. With thispublic dataset, we provide 1,081 hours of time-synchronous video measurements at network, transport, and application layer with the native YouTube streaming client on mobile devices. The dataset includes 80 network scenarios with 171 different individual bandwidth settings measured in 5,181 runs with limited bandwidth, 1,939 runs with emulated 3G/4G traces, and 4,022 runs with pre-defined bandwidth changes. This corresponds to 332GB video payload. We present the most relevant quality indicators for scientific use, i.e., initial playback delay, streaming video quality, adaptive video quality changes, video rebuffering events, and streaming phases.
DOI: 10.6084/m9.figshare.19096823.v1
title: YouTube Dataset on Mobile Streaming for Internet Traffic Modeling, Network Management, and Streaming Analysis

description: Streaming is by far the predominant type of traffic in communication networks. With thispublic dataset, we provide 1,081 hours of time-synchronous video measurements at network, transport, and application layer with the native YouTube streaming client on mobile devices. The dataset includes 80 network scenarios with 171 different individual bandwidth settings measured in 5,181 runs with limited bandwidth, 1,939 runs with emulated 3G/4G traces, and 4,022 runs with pre-defined bandwidth changes. This corresponds to 332GB video payload. We present the most relevant quality indicators for scientific use, i.e., initial playback delay, streaming video quality, adaptive video quality changes, video rebuffering events, and streaming phases.
DOI: 10.6084/m9.figshare.5161648
title: Identification of stingless bees (Hymenoptera: Apidae) in Kenya using morphometrics and DNA barcoding

description: Stingless bees are important pollinators of wild plants and crops. The identity of stingless bee species in Africa has not been fully documented. The present study explored the utility of morphometrics and DNA barcoding for identification of African stingless bee populations, and to further employ these tools to identify potential cryptic variation within species. Stingless bee samples were collected from three ecological zones, namely Kakamega Forest, Mwingi and Arabuko-Sokoke Forest, which are geographically distant and cover high, medium and low altitudes, respectively. Forewing and hind leg morphometric characters were measured to determine the extent of morphological variation between the populations. DNA barcodes were generated from the mitochondrial cytochrome <i>c</i>-oxidase I (<i>COI</i>) gene. Principal Component Analysis (PCA) on the morphometric measurements separated the bee samples into three clusters: (1) <i>Meliponula bocandei;</i> (2) <i>Meliponula lendliana</i> + <i>Plebeina hildebrandti;</i> (3) <i>Dactylurina schmidti</i> + <i>Meliponula ferruginea</i> black + <i>Meliponula ferruginea</i> reddish brown, but Canonical Variate Analysis (CVA) separated all the species except the two morphospecies (<i>M. ferruginea</i> reddish brown and black). The analysis of the <i>COI</i> sequences showed that DNA barcoding can be used to identify all the species studied and revealed remarkable genetic distance (7.3%) between the two <i>M. ferruginea</i> morphs. This is the first genetic evidence that <i>M. ferruginea</i> black and <i>M. ferruginea</i> reddish brown are separate species.
DOI: 10.6084/m9.figshare.5161648.v1
title: Identification of stingless bees (Hymenoptera: Apidae) in Kenya using morphometrics and DNA barcoding

description: Stingless bees are important pollinators of wild plants and crops. The identity of stingless bee species in Africa has not been fully documented. The present study explored the utility of morphometrics and DNA barcoding for identification of African stingless bee populations, and to further employ these tools to identify potential cryptic variation within species. Stingless bee samples were collected from three ecological zones, namely Kakamega Forest, Mwingi and Arabuko-Sokoke Forest, which are geographically distant and cover high, medium and low altitudes, respectively. Forewing and hind leg morphometric characters were measured to determine the extent of morphological variation between the populations. DNA barcodes were generated from the mitochondrial cytochrome <i>c</i>-oxidase I (<i>COI</i>) gene. Principal Component Analysis (PCA) on the morphometric measurements separated the bee samples into three clusters: (1) <i>Meliponula bocandei;</i> (2) <i>Meliponula lendliana</i> + <i>Plebeina hildebrandti;</i> (3) <i>Dactylurina schmidti</i> + <i>Meliponula ferruginea</i> black + <i>Meliponula ferruginea</i> reddish brown, but Canonical Variate Analysis (CVA) separated all the species except the two morphospecies (<i>M. ferruginea</i> reddish brown and black). The analysis of the <i>COI</i> sequences showed that DNA barcoding can be used to identify all the species studied and revealed remarkable genetic distance (7.3%) between the two <i>M. ferruginea</i> morphs. This is the first genetic evidence that <i>M. ferruginea</i> black and <i>M. ferruginea</i> reddish brown are separate species.
DOI: 10.25405/data.ncl.19590727
title: COVID-19 and liver cancer: lost patients and larger tumours

description: <br> Dataset from study investigating the impact of the COVID-19 pandemic on primary liver cancer (PLC) patients and services in North East England and Cumbria. <br> Data published in BMJ Open Gastroenterology paper; COVID-19 and liver cancer: lost patients and larger tumours.
DOI: 10.25405/data.ncl.19590727.v2
title: COVID-19 and liver cancer: lost patients and larger tumours

description: <br> Dataset from study investigating the impact of the COVID-19 pandemic on primary liver cancer (PLC) patients and services in North East England and Cumbria. <br> Data published in BMJ Open Gastroenterology paper; COVID-19 and liver cancer: lost patients and larger tumours.
DOI: 10.25405/data.ncl.19590727.v1
title: Newcastle DATASET PLC 2019-2021.xlsx

description: <br> Dataset from study investigating the impact of the COVID-19 pandemic on primary liver cancer (PLC) patients and services in North East England and Cumbria. <br> Data published in BMJ Open Gastroenterology paper; COVID-19 and liver cancer: lost patients and larger tumours.
DOI: 10.48370/ofd/6lz7gh
title: Paraclytus sexguttatus (Adams, 1817), C-827

description: Coleoptera collection
DOI: 10.48370/ofd/kq0wpm
title: Paraclytus sexguttatus (Adams, 1817), C-828

description: Coleoptera collection
DOI: 10.5517/ccdc.csd.cc25971s
title: CCDC 2004864: Experimental Crystal Structure Determination

description: Related Article: Sahar Ramezanipoor, Sakineh Parvarinezhad, Mehdi Salehi, Anita Grześkiewicz, Maciej Kubicki|2022|J.Mol.Struct.|1257|132541|doi:10.1016/j.molstruc.2022.132541
DOI: 10.5517/ccdc.csd.cc25972t
title: CCDC 2004865: Experimental Crystal Structure Determination

description: Related Article: Sahar Ramezanipoor, Sakineh Parvarinezhad, Mehdi Salehi, Anita Grześkiewicz, Maciej Kubicki|2022|J.Mol.Struct.|1257|132541|doi:10.1016/j.molstruc.2022.132541
DOI: 10.5517/ccdc.csd.cc27x3y7
title: CCDC 2082609: Experimental Crystal Structure Determination

description: Related Article: Dibya Jyoti Mondal, Arpan Mondal, Abhik Paul, Sanjit Konar|2022|Inorg.Chem.|61|4572|doi:10.1021/acs.inorgchem.1c03306
DOI: 10.6084/m9.figshare.19596805
title: Data file for Psychological safety and employee innovation

description: This is a data file for a study on psychological safety and employee innovation
DOI: 10.5517/ccdc.csd.cc28n6fl
title: CCDC 2104789: Experimental Crystal Structure Determination

description: Related Article: Siyuan Chen|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc291ry2
title: CCDC 2116864: Experimental Crystal Structure Determination

description: Related Article: Marc Zeplichal, Joshua Gies, Johannes Bernd, Dilan Kancious Winslaws, Tieyan Chang, Yu-Sheng Chen, Steven H. Strauss, Olga V. Boltalina, Andreas Terfort|2021|CSD Communication|||
DOI: 10.48370/ofd/8mglny/4x9sbx
title: Paraclytus reitteri.JPG

description: :unav
DOI: 10.48370/ofd/8mglny
title: Paraclytus reitteri (Ganglbauer, 1881), C-829

description: Coleoptera collection
DOI: 10.48370/ofd/ns2fxe/nezt4z
title: Paraclytus reitteri (2).JPG

description: :unav
DOI: 10.48370/ofd/ns2fxe
title: Paraclytus reitteri (Ganglbauer, 1881), C-830

description: Coleoptera collection
DOI: 10.5281/zenodo.6419115
title: Microwave-to-optical conversion with a gallium phosphide photonic crystal cavity

description: Electrically actuated optomechanical resonators provide a route to quantum-coherent, bidirectional conversion of microwave and optical photons. Such devices could enable optical interconnection of quantum computers based on qubits operating at microwave frequencies. Here we present a platform for microwave-to-optical conversion comprising a photonic crystal cavity made of single-crystal, piezoelectric gallium phosphide integrated on prefabricated niobium circuits on an intrinsic silicon substrate. The devices exploit spatially extended, sideband-resolved mechanical breathing modes at ~3.2 GHz, with vacuum optomechanical coupling rates of up to g<sub>0</sub>/2π ≈ 300 kHz. The mechanical modes are driven by integrated microwave electrodes via the inverse piezoelectric effect. We estimate that the system could achieve an electromechanical coupling rate to a superconducting transmon qubit of ~200 kHz. Our work represents a decisive step towards integration of piezoelectro-optomechanical interfaces with superconducting quantum processors.
DOI: 10.5281/zenodo.6419114
title: Microwave-to-optical conversion with a gallium phosphide photonic crystal cavity

description: Electrically actuated optomechanical resonators provide a route to quantum-coherent, bidirectional conversion of microwave and optical photons. Such devices could enable optical interconnection of quantum computers based on qubits operating at microwave frequencies. Here we present a platform for microwave-to-optical conversion comprising a photonic crystal cavity made of single-crystal, piezoelectric gallium phosphide integrated on prefabricated niobium circuits on an intrinsic silicon substrate. The devices exploit spatially extended, sideband-resolved mechanical breathing modes at ~3.2 GHz, with vacuum optomechanical coupling rates of up to g<sub>0</sub>/2π ≈ 300 kHz. The mechanical modes are driven by integrated microwave electrodes via the inverse piezoelectric effect. We estimate that the system could achieve an electromechanical coupling rate to a superconducting transmon qubit of ~200 kHz. Our work represents a decisive step towards integration of piezoelectro-optomechanical interfaces with superconducting quantum processors.
DOI: 10.48370/ofd/f4tm7x
title: Neoclytus acuminatus (Fabricius , 1775), C-831

description: Coleoptera collection
DOI: 10.5281/zenodo.6461058
title: Experiment data for the 2022 GECCO paper on the Bayesian Learning Classifier System

description: Data collected during the empirical study for the paper *Pätzel and Hähner. 2022. The Bayesian Learning Classifier System: Implementation, Replicability, Comparison with XCSF* (DOI: https://doi.org/10.1145/3512290.3528736). To evaluate the data, see https://doi.org/10.5281/zenodo.6460994 .
DOI: 10.5281/zenodo.6461057
title: Experiment data for the 2022 GECCO paper on the Bayesian Learning Classifier System

description: Data collected during the empirical study for the paper *Pätzel and Hähner. 2022. The Bayesian Learning Classifier System: Implementation, Replicability, Comparison with XCSF* (DOI: https://doi.org/10.1145/3512290.3528736). To evaluate the data, see https://doi.org/10.5281/zenodo.6460994 .
DOI: 10.48370/ofd/wen4ti
title: Chlorophorus aegyptiacus (Fabricius, 1775), C-821

description: Coleoptera collection
DOI: 10.35078/sag7rb/5l9rmb
title: Cabeceira Grande Vila F.jpg

description: :unav
DOI: 10.35078/sag7rb/ryuqj9
title: Fala Verdade B.jpg

description: :unav
DOI: 10.35078/sag7rb/5mjfux
title: Baixa Funda D.jpg

description: :unav
DOI: 10.35078/sag7rb/5xjdcr
title: Cachoeira II Bairro A.jpg

description: :unav
DOI: 10.35078/sag7rb/5gvbdp
title: Bonsucesso B.jpg

description: :unav
DOI: 10.35078/sag7rb/ernuum
title: Camarinha A.jpg

description: :unav
DOI: 10.35078/sag7rb/dr0d4t
title: Boa Vista I C.jpg

description: :unav
DOI: 10.35078/sag7rb/cpudx7
title: Boa Vista I G.jpg

description: :unav
DOI: 10.35078/sag7rb/jrtd6y
title: Barreiro III A.jpg

description: :unav
DOI: 10.35078/sag7rb/ktwb4e
title: Escola G.jpg

description: :unav
DOI: 10.35078/sag7rb/rjtgwu
title: Canabrava Bairro B.jpg

description: :unav
DOI: 10.35078/sag7rb/xyuqn8
title: Entre Ribeiro G.jpg

description: :unav
DOI: 10.35078/sag7rb/8tmg9k
title: Boa Vista II E.jpg

description: :unav
DOI: 10.35078/sag7rb/82p8gv
title: Fechado C.jpg

description: :unav