cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25440/smu.24270571
title: Data and codes for "SCANet: Self-paced semi-curricular attention network for non-homogeneous image dehazing"

description: This record contains the data and codes for the paper "SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing" published in <i>2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)</i>. RequirementPython 3.7Pytorch 1.9.1Network ArchitectureTrainPlace the training and test image pairs in the <code>data</code> folder.Run <code>data/makedataset.py</code> to generate the <code>NH-Haze20-21-23.h5</code> file.Run <code>train.py</code> to start training.TestPlace the pre-training weight in the <code>checkpoint</code> folder.Place test hazy images in the <code>input</code> folder.Modify the weight name in the <code>test.py</code>.<br><pre><pre>parser.add_argument("--model_name", type=str, default='Gmodel_40', help='model name')<br></pre></pre>Run <code>test.py</code>The results is saved in <code>output</code> folder.Pre-training Weight DownloadThe weight40 <code>Gmodel_40.tar</code> for the NTIRE2023 val/test datasets, i.e., the weight used in the NTIRE2023 challenge.The weight105 <code>Gmodel_105.tar</code> for the NTIRE2020/2021/2023 datasets.The weight120 <code>Gmodel_120.tar</code> for the NTIRE2020/2021/2023 datasets (Add the 15 tested images as the training dataset).
DOI: 10.25440/smu.24270571.v1
title: Data and codes for "SCANet: Self-paced semi-curricular attention network for non-homogeneous image dehazing"

description: This record contains the data and codes for the paper "SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing" published in <i>2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)</i>. RequirementPython 3.7Pytorch 1.9.1Network ArchitectureTrainPlace the training and test image pairs in the <code>data</code> folder.Run <code>data/makedataset.py</code> to generate the <code>NH-Haze20-21-23.h5</code> file.Run <code>train.py</code> to start training.TestPlace the pre-training weight in the <code>checkpoint</code> folder.Place test hazy images in the <code>input</code> folder.Modify the weight name in the <code>test.py</code>.<br><pre><pre>parser.add_argument("--model_name", type=str, default='Gmodel_40', help='model name')<br></pre></pre>Run <code>test.py</code>The results is saved in <code>output</code> folder.Pre-training Weight DownloadThe weight40 <code>Gmodel_40.tar</code> for the NTIRE2023 val/test datasets, i.e., the weight used in the NTIRE2023 challenge.The weight105 <code>Gmodel_105.tar</code> for the NTIRE2020/2021/2023 datasets.The weight120 <code>Gmodel_120.tar</code> for the NTIRE2020/2021/2023 datasets (Add the 15 tested images as the training dataset).
DOI: 10.5519/qd.4s0v9v55
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.6084/m9.figshare.24270574
title: The importance of heuweltjie size, isolation and quality for arthropods in the Succulent Karoo, South Africa.xlsx

description: This is the raw data which looks at epigaeic and foliage-dwelling arthropod responses to patch size, isolation and quality.
DOI: 10.6084/m9.figshare.24270574.v1
title: The importance of heuweltjie size, isolation and quality for arthropods in the Succulent Karoo, South Africa.xlsx

description: This is the raw data which looks at epigaeic and foliage-dwelling arthropod responses to patch size, isolation and quality.
DOI: 10.5519/qd.1j6h9epn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.8413191
title: Available data from South African Voyages in the Southern Ocean

description: This dataset provides an overview of data produced during South African voyages in the Southern Ocean aboard the <em>R/V S.A. Agulhas II</em> and contains a document detailing the data that are presented (AvailableData.pdf) and an .xlsx file that contains the metadata and links to the published datasets (AvailableData.xlsx). Each voyage has a dedicated sheet within the .xlsx file. This dataset will be updated, and a new version published as more data becomes available. Please refer to the most recent version on https://zenodo.org/communities/scale_south_africa/ <strong>This is a data curation document</strong><strong> only</strong><strong>. Any use of the data mentioned in this document should reference the original dataset</strong><strong> and authors</strong><strong>.</strong>
DOI: 10.5281/zenodo.8413192
title: Available data from South African Voyages in the Southern Ocean

description: This dataset provides an overview of data produced during South African voyages in the Southern Ocean aboard the <em>R/V S.A. Agulhas II</em> and contains a document detailing the data that are presented (AvailableData.pdf) and an .xlsx file that contains the metadata and links to the published datasets (AvailableData.xlsx). Each voyage has a dedicated sheet within the .xlsx file. This dataset will be updated, and a new version published as more data becomes available. Please refer to the most recent version on https://zenodo.org/communities/scale_south_africa/ <strong>This is a data curation document</strong><strong> only</strong><strong>. Any use of the data mentioned in this document should reference the original dataset</strong><strong> and authors</strong><strong>.</strong>
DOI: 10.57841/casdc.0002646
title: 高熵构型策略设计高电化学性能及热稳定性的钠离子层状氧化物正极论文数据集
DOI: 10.6084/m9.figshare.24268762.v1
title: <b>Dataset comparing the effectiveness of perineal cold pack application over oral 1000mg paracetamol intake in perineal pain relief among postnatal women after spontaneous vaginal delivery in Dodoma region</b>

description: Vaginal delivery is the common and safest standard model of childbirth worldwide<b>. </b>However, it is associated with perineal trauma, which limits the woman’s mobility, quality of life, and ability to care for her baby comfortably. The study aimed to test the effectiveness of perineal cold pack application on postpartum perineal pain and timely breastfeeding initiation among post-delivery mothers after Spontaneous Vaginal Delivery (SVD). This randomized control clinical trial recruited 228 post-partum mothers (114 participants in the intervention group and 114 in the control group). The participants were randomly allocated to either an intervention or control group. The intervention group received the cold pack, while the control group received the Paracetamol 500mg. Data were collected using a standardized questionnaire and then analyzed using Stata™ software (StataCorp LLC, College Station, TX, US) version 14. The estimate of the effect of the intervention was measured using an analysis of variance. Omega square test was used to establish the effect size.A cold pack reduces perineal pain intensity following soft tissue injury after spontaneous vaginal delivery. It is practical and can be promoted to be employed in our health facility because it is cheap and available, also feeling the gap of stock and out-of-pocket to the women.
DOI: 10.5519/qd.jp9fwgab
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.5519/qd.4uxew0tw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.5519/qd.qwvl8nlc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.6084/m9.figshare.24270595
title: An on-demand bioresorbable neurostimulator

description: Data collection: Electrical characterization data were collected using Tektronix oscilloscope (Tektronix, DPO3052) data saving software. Micro-CT images were taken using Skyscan 1276 (Bruker). Data analysis: Electrical characterization data were analyzed using OriginPro 9.0 and Microsoft Excel (Version 16.71, 23031200). Material characterization data were analyzed using OriginPro 9.0 and Microsoft Excel (Version16.71, 23031200). FEM simulations performed in this work were carried out using COMSOL Multiphysics (Version 5.5). All the statistical analysis were conducted using Prism 9 software (Version 9.5.0, GraphPad). The following softwares were used to conduct micro-CT image processing: NRecon (Bruker) for the reconstruction process, CTAn software (Bruker) for the analysis of reconstructed images, and CTVox software (Bruker) for the 3D-rendering process. The axon length of the nervous tissue was measured using ZEISS ZEN (blue edition) to perform histopathological studies.
DOI: 10.5519/qd.ksmaz7r1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.3886/e194361
title: Developing and evaluating the impact of a small group communication programme in improving the entrepreneurial competence and economic self-efficacy of smallholder farmers with art skills

description: The researchers in Study 1 conducted interviews among experts and developed a small group communication programme to be delivered in 24 months. In Study 2, a quasi-experiment was conducted involving 540 smallholder farmers in Nigeria to test the impact of the developed programme. The result showed that smallholder farmers with art skills who received the small group communication programme reported a significant improvement in their entrepreneurial competence and economic self-efficacy compared to smallholder farmers who did not receive the programme. A follow-up assessment after two years revealed the steady effectiveness of the developed programme.
DOI: 10.3886/e194361v1
title: Developing and evaluating the impact of a small group communication programme in improving the entrepreneurial competence and economic self-efficacy of smallholder farmers with art skills

description: The researchers in Study 1 conducted interviews among experts and developed a small group communication programme to be delivered in 24 months. In Study 2, a quasi-experiment was conducted involving 540 smallholder farmers in Nigeria to test the impact of the developed programme. The result showed that smallholder farmers with art skills who received the small group communication programme reported a significant improvement in their entrepreneurial competence and economic self-efficacy compared to smallholder farmers who did not receive the programme. A follow-up assessment after two years revealed the steady effectiveness of the developed programme.
DOI: 10.5519/qd.ozz5acrp
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (8681 records)
DOI: 10.5258/soton/d2809
title: Dataset supporting the University of Southampton Doctoral Thesis 'A way to grow? An exploration of the impact of different types of gratitude diary and the association between gratitude and post traumatic growth'

description: Dataset supporting the University of Southampton Doctoral Thesis 'A Way to Grow? An Exploration of the Impact of Different Types of Gratitude Diary and the Association Between Gratitude and Post Traumatic Growth'. This dataset contains: -Diary fidelity analysis: Inter-rater reliability data set and output. -Main analysis: data set, syntax used, and all ANOVA outputs. -Group differences at T1 output. -Mean scores of each measure output -Internal reliability scale output for each measure. SPSS Software will be needed to view the data sets and output.
DOI: 10.5519/qd.u89wyp1w
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.5281/zenodo.8417720
title: Proximate biochemical composition and Fatty acid profile of IMTA produced new and innovative products

description: Proximate biochemical composition and Fatty acid profile of IMTA produced new and innovative products. Sea cucumbers (H. sanctori), Abalone (H. tuberculata), Scallops (Chlamys varia), Oysters (Ostrea edulis) and macroalgae Ulva spp, Gracilaria cornea, Alaria esculenta, Palmaria palmata, Saccharina latissima.
DOI: 10.5281/zenodo.8418360
title: Land based IMTA grow out production

description: Data set of sea cucumber (<em>Holothuria sanctori</em>) and abalone (<em>Haliotis tuberculata</em> sp.) growth parameters during grow out in Land based IMTA systems when fed IMTA produced macroalgae (<em>Ulva rigida</em> and <em>Gracilaria cornea</em>) and compound feed.
DOI: 10.5281/zenodo.8417612
title: Data for "On optimizing mass spectral library search and spectral alignment by weighting low-intensity peaks and m/z frequency"

description: Data for On optimizing mass spectral library search and spectral alignment by weighting low-intensity peaks and m/z frequency.
DOI: 10.5281/zenodo.8417611
title: Data for "On optimizing mass spectral library search and spectral alignment by weighting low-intensity peaks and m/z frequency"

description: Data for On optimizing mass spectral library search and spectral alignment by weighting low-intensity peaks and m/z frequency.
DOI: 10.57841/casdc.0002647
title: FCC Co表面结构对费托产物选择性的影响
DOI: 10.6084/m9.figshare.24270667
title: SymQEMU evaluation data

description: This dataset contains our evaluation results for SymQEMU.From the abstract of the paper (<i>SymQEMU: Compilation-based symbolic execution for binaries</i>, Poeplau and Francillon, NDSS 2021): SymQEMU, builds on top of QEMU, modifying the intermediate representation of the target program before translating it to the host architecture. This enables SymQEMU to compile symbolic-execution capabilities into binaries and reap the associated performance benefits while maintaining architecture independence.
DOI: 10.5519/qd.h4w5p0gb
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.3886/e113268v1-142183
title: Replication data for: The Demand for, and Impact of, Learning HIV Status

description: This paper evaluates an experiment in which individuals in rural Malawi were randomly assigned monetary incentives to learn their HIV results after being tested. Distance to the HIV results centers was also randomly assigned. Without any incentive, 34 percent of the participants learned their HIV results. However, even the smallest incentive doubled that share. Using the randomly assigned incentives and distance from results centers as instruments for the knowledge of HIV status, sexually active HIV-positive individuals who learned their results are three times more likely to purchase condoms two months later than sexually active HIV-positive individuals who did not learn their results; however, HIV-positive individuals who learned their results purchase only two additional condoms than those who did not. There is no significant effect of learning HIV-negative status on the purchase of condoms. (JEL I12, O15)
DOI: 10.5519/qd.ejgit5ji
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.5281/zenodo.8331077
title: SeaPaCS sampling log and samples

description: The file contains two sheets: one is the sample log for the sampling performed on the 14th and 15th of July, in Anzio (RM), Italy (harbour and coastal samples), as well as a first description of the samples collected. The two tows with the neuston net allowed an approximate calculation of the average plastic concentration (particles &gt; 300 µm) per cubic meter of seawater along the coast of Anzio. This is the updated version as there was a mistake in the number of plastics found (68 instead of 72 as wrongly reported previously).
DOI: 10.5281/zenodo.8331078
title: SeaPaCS sampling log and samples

description: The file contains two sheets: one is the sample log for the sampling performed on the 14th and 15th of July, in Anzio (RM), Italy (harbour and coastal samples), as well as a first description of the samples collected. The two tows with the neuston net allowed an approximate calculation of the average plastic concentration (particles &gt; 300 µm) per cubic meter of seawater along the coast of Anzio.
DOI: 10.5281/zenodo.8420423
title: SeaPaCS sampling log and samples

description: The file contains two sheets: one is the sample log for the sampling performed on the 14th and 15th of July, in Anzio (RM), Italy (harbour and coastal samples), as well as a first description of the samples collected. The two tows with the neuston net allowed an approximate calculation of the average plastic concentration (particles &gt; 300 µm) per cubic meter of seawater along the coast of Anzio. This is the updated version as there was a mistake in the number of plastics found (68 instead of 72 as wrongly reported previously).
DOI: 10.5281/zenodo.5901447
title: IMU data from walking trials on a treadmill

description: This dataset contains inertial measurement unit data from 10 treadmill walking trials. The subject is of legal age and wore a total of 12 Xsens MTw Awinda IMUs. More details in our publication (https://doi.org/10.7717/peerj.15097). Includes a readme file with details.
DOI: 10.5281/zenodo.5901448
title: IMU data from walking trials on a treadmill

description: This dataset contains inertial measurement unit data from 10 treadmill walking trials. The subject is of legal age and wore a total of 12 Xsens MTw Awinda IMUs. More details in our publication (https://doi.org/10.7717/peerj.15097). Includes a readme file with details.
DOI: 10.5281/zenodo.8115972
title: Measurement Report: Exchange Fluxes of HONO over Agricultural Fields in the North China Plain

description: Raw data for Song et al. submitted to ACP.
DOI: 10.5281/zenodo.8115973
title: Measurement Report: Exchange Fluxes of HONO over Agricultural Fields in the North China Plain

description: Raw data for Song et al. submitted to ACP.
DOI: 10.5281/zenodo.8420431
title: Measurement Report: Exchange Fluxes of HONO over Agricultural Fields in the North China Plain

description: Raw data for Song et al. submitted to ACP.
DOI: 10.5281/zenodo.8251479
title: The dataset, the Python and Matlab scripts for the parametrization of surface-layer turbulent fluxes

description: It contains calculations and comparisons of stability parameters, the momentum transfer coefficients and the heat transfer coefficients for different near-surface turbulence parameterization schemes.
DOI: 10.5281/zenodo.8251480
title: The dataset, the Python and Matlab scripts for the parametrization of surface-layer turbulent fluxes

description: It contains calculations and comparisons of stability parameters, the momentum transfer coefficients and the heat transfer coefficients for different near-surface turbulence parameterization schemes.
DOI: 10.5281/zenodo.8420339
title: The dataset, the Python and Matlab scripts for the parametrization of surface-layer turbulent fluxes

description: It contains calculations and comparisons of stability parameters, the momentum transfer coefficients and the heat transfer coefficients for different near-surface turbulence parameterization schemes.
DOI: 10.6084/m9.figshare.24270709
title: SymCC evaluation data

description: This dataset contains our evaluation results for SymCC.From the paper (<i>Symbolic execution with SymCC: Don't interpret, compile!</i>, Poeplau and Francillon, USENIX Security 2020): We present SymCC, an LLVM-based C and C++ compiler that builds concolic execution right into the binary. It can be used by software developers as a drop-in replacement for clang and clang++, and we show how to add support for other languages with little effort.
DOI: 10.5281/zenodo.8191520
title: Supplemental data to "Acute and persistent effects of oral glutamine supplementation on growth, cellular proliferation, and tight junction protein transcript abundance in jejunal tissue of low and normal birthweight pre-weaning piglets"

description: Supplementary data to "Acute and persistent effects of oral glutamine supplementation on growth, cellular proliferation, and tight junction protein transcript abundance in jejunal tissue of low and normal birthweight pre-weaning piglets"
DOI: 10.5281/zenodo.8191519
title: Supplemental data to "Acute and persistent effects of oral glutamine supplementation on growth, cellular proliferation, and tight junction protein transcript abundance in jejunal tissue of low and normal birthweight pre-weaning piglets"

description: Supplementary data to "Acute and persistent effects of oral glutamine supplementation on growth, cellular proliferation, and tight junction protein transcript abundance in jejunal tissue of low and normal birthweight pre-weaning piglets"
DOI: 10.17632/5wft868zbg.1
title: Profile Permohonan dan Agihan Zakat Oktober 2020

description: Profile permohonan zakat sara diri Universiti Teknologi MARA (UiTM) Cawangan Perlis Oktober 2020
DOI: 10.17632/ccrp8sc3sj.1
title: Microstructure effects on corrosion behaviour of Mg-1Ca alloy in Ringer’s solution

description: Information regarding corrosion properties of coarse grained (CG), ultrafine-grained (UFG) and nanocrystalline (NC) Mg-1Ca alloy. These includes XRD, AFM, PDP, EIS data and weight loss information
DOI: 10.15468/dl.55436b
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maytenus macrodonta Reissek"
 ]
}

 The dataset includes 38 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293502-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcbjdc
title: Occurrence Download

description: A dataset containing 6501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Commelina benghalensis L."
 ]
}

 The dataset includes 6501 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265817-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjcrkx
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leurotrigona muelleri (Friese, 1900)"
 ]
}

 The dataset includes 184 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008922-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu5wc2
title: Occurrence Download

description: A dataset containing 11033 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capra aegagrus Erxleben, 1777"
 ]
}

 The dataset includes 11033 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075224-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpha2j
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is 217880"
 ]
}

 The dataset includes 112 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220864-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f78fbs
title: Occurrence Download

description: A dataset containing 1605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriocnemis cupreoventris (Fraser, 1840)",
 "Year 1970-2021"
 ]
}

 The dataset includes 1605 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286128-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.