cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7hs4z3fdnj
title: POMFRET

description: **Project Title:** Good and Bad Classification of Pomfret Fish (Pampus argenteus) Using Samsung F62 Mobile Camera

**Description:**

The project "Good and Bad Classification of Pomfret Fish (Pampus argenteus)" aims to develop an automated system for distinguishing between healthy (good) and unhealthy (bad) pomfret fish using image classification techniques. The dataset consists of over 600 images, equally divided between good and bad samples. All images were captured using a Samsung F62 mobile camera against a black background in daylight conditions, ensuring consistent and high-quality visual data.

**Dataset Composition:**
- **Good Samples (Healthy):** The dataset includes over 300 images of healthy pomfret fish, exhibiting normal body structure, clear eyes, and vibrant coloration. These images serve as positive samples for training the classification model.
 
- **Bad Samples (Unhealthy):** The dataset also contains over 300 images of unhealthy pomfret fish, showing signs of disease, physical damage, discoloration, or other factors indicating poor health. These images represent the negative class for model training and evaluation.

**Data Collection Setup:**
All images were captured using the Samsung F62 mobile camera to ensure high resolution and consistent image quality. The use of a black background helps to highlight the fish's features and reduce environmental distractions, while daylight conditions provide natural lighting, enhancing the visibility of details necessary for accurate classification.

**Image Characteristics:**
The dataset includes images of pomfret fish with various physical conditions and features. This diversity ensures that the classification model can generalize well and accurately identify the health status of pomfret fish under different conditions.

**Data Annotation:**
Each image is carefully annotated to indicate whether the fish is in a good or bad condition. These annotations serve as the ground truth, essential for training, validating, and testing the machine learning model.

**Data Preprocessing:**
Preprocessing steps include resizing images to a standard resolution, normalizing pixel values, and performing data augmentation techniques such as rotation, flipping, and scaling to enhance the model's robustness. These preprocessing steps help the model learn relevant features and improve its performance on unseen data.

**Applications:**
- **Fisheries Management:** The classification system can assist in monitoring the health of pomfret fish populations, enabling timely interventions to maintain fish health and quality.
- **Seafood Quality Control:** In seafood markets, the model can help in ensuring that only healthy fish are sold to consumers, improving food safety and customer satisfaction.
- **Research:** The dataset and model can be used in research to further explore the health indicators of pomfret fish and improve classification techniques.
DOI: 10.3535/1es-c4k-pbb
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9vs-0eq-j9d
title: Cerussite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ksb-j79-w4c
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/m593vcdm64
title: LINF_060017600

description: Nuclear Dbf2-related kinase; Leishmania infantum (strain JPCM5)
DOI: 10.3535/960-2m5-vd3
title: Malachite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qd8-cgx-9e8
title: Barite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9c7-r91-xrx
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nk1-6v3-8yk
title: Graphite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.21253/dmu.22217050.v1
title: Atlas Think Tank Main Employers

description: This database contains the name and roles of board members, supervisory board members, academic advisory boards, and CEO's of all think tank organizations that are part of the Atlas Network/Atlas Economic Research Foundation between January 2021 and December 2022. The dataset covers each continent under separate sections for individual continent analysis. Columns A to D refer to the names of the individuals. Column E refers to the associated think tank organization Column F refers to the position that they hold Column H and F refer to the main employer <br> There is some missing data where information on main employers was unavailable. All data was collate from each organizations website available to the public at the time of data collection <br>
DOI: 10.3535/8jx-ka8-2z9
title: Löllingite ehk Loellingite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k6d-n63-yym
title: Zincite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.6s4qas
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Annona muricata L."
 ]
}

 The dataset includes 38 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009412-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fqm-p46-27c
title: Gneiss

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s9s-qcr-qwm
title: Placodermi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.22t5ba
title: Occurrence Download

description: A dataset containing 734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bulbostylis abortiva (Steud.) C.B.Clarke",
 "Continent is Africa"
 ]
}

 The dataset includes 734 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009413-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4gx2x95gzp
title: Puzzling Exchange Rate Dynamics

description: Matlab codes to produce five figures and two tables.
DOI: 10.3535/vl6-q8g-pcj
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8j6-glw-pdb
title: Electrum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zte-dk1-2gw
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4fr-paz-h5h
title: Copper

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xqp-zng-pb9
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/122-5tn-dyn
title: Tourmaline

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wvx-kyw-x2q
title: Orthoclase

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5xh-cpr-6np
title: Granite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f6y-h67-jlx
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.uk2gv2
title: Occurrence Download

description: A dataset containing 15013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "Year 2025-2025"
 ]
}

 The dataset includes 15013 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009411-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ml5-3br-srg
title: Lava

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t10-n54-82g
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/aky-kk3-7h0
title: Tephrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cjw-k95-xrh
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/49f-fqq-9sz
title: Tephrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xz3-54b-a15
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/eqj-pta-qn5
title: Andradite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jac-m67-2ja
title: Tenorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/g75gzdwbks
title: Non-Invasive Monitoring of NK Cell Response in Cancer: A Focus on STAT1 Activation

description: Our study presents imaging method that highlights the STAT1-mediated activation of NK cells to cancer cells. We engineered NK cells to incorporate an IFNγ activation sequence (GAS), which binds to the STAT1 transcription factor.
DOI: 10.17632/vvdf32r65s
title: LINF_130009000

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ywr9vfm9vc
title: Dataset on Disaster Waste post-earthquake 2016 in Manabi province, Ecuador. Recovery to recycling and reuse

description: A powerful earthquake that hit Ecuador on April 16th, 2016, generated large volumes of debris and waste. This dataset contains data on the recovered and reused disaster material. The dataset includes the following:
Recovered plastic material.
Recovered metal material.
Recovered Cardboard and paper.
Recovered glass.
Other recovered recyclable materials.
Material reused.
This dataset was created to highlight the quantity increase of disaster waste (2016), comparing it with the volume generated in conditions before the earthquake (2015) and almost four years after the earthquake (2019). Furthermore, the database shows the recycling process phases completed by each of the total medium and small-sized scrap businesses (n=62) in Manabi province and the number of months post-earthquake when the scrap dealers purchased disaster materials. Finally, the dataset includes perceptions of scrap businesses about business advantages after the earthquake. Considering the considerable volume of waste and debris generated, this dataset can provide data to analyse disaster waste management as a crucial task for post-disaster recovery.
DOI: 10.3535/6hj-l4s-hd7
title: Camptonite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lv3-c5x-0x1
title: Gneiss

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/akc-5bs-ztp
title: carbonate rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xeh-p9k-jzm
title: Camptonite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7nx-ysx-l7k
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hwa-a10-afa
title: †Ammonoidea

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bc8-skj-d95
title: †Galerites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0xt-hx5-9yg
title: †Arctica rotundata (Braun, 1845)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e7x-s39-8lz
title: Ostrea Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rsf-m6g-z4w
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zxw-v9t-mz8
title: Jasper

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2w3-pw3-f71
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ctw-s55-mys
title: magnetite quartzite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/vc8r7r4rb4
title: EMILIA, the LS counting efficiency for electron-capture and capture-gamma emitters

description: Abstract This version includes new aspects that improve the computation of the counting efficiency for each one of the three available atomic rearrangement detection models (i.e., KLM, KL_1 L_2 L_3 M and KLMN). The first modification involves a correction algorithm that simulates the non-linear response of the detector to photoionization for low-energy X-ray photons. Although this correction has the inconvenience of substantially increasing the number of atomic rearrangement detection pathways, the co... Title of program: EMILIA Catalogue Id: ADWK_v1_0 Nature of problem The determination of radioactivity in liquid samples of electron-capture nuclides is demanded in radiation physics, radiation protection, dosimetry, radiobiology and nuclear medicine. The CIEMAT/NIST method has proved to be suitable for radionuclide standardizations when the counting efficiency of the liquid-scintillation spectrometer is sufficiently high. Although the method has widely been applied to beta-ray nuclides, its applicability to electron-capture nuclides nowadays has not the require ... Versions of this program held in the CPC repository in Mendeley Data ADWK_v1_0; EMILIA; 10.1016/j.cpc.2005.08.004 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.3535/c47-5ch-t8j
title: Calcite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/38ty46rcyd
title: O-H...Pi bonded 1:1 benzene - water complex: DFT input and output files

description: O-H...Pi bonded benzene - water complex: B3LYP - input and output files
DOI: 10.17632/49z6fh94z3
title: PaScaL_TDMA 2.0: A multi-GPU-based library for solving massive tridiagonal systems

description: We introduce an updated library, PaScaL_TDMA 2.0, which was originally designed for the efficient computation of batched tridiagonal systems and is now capable of exploiting multi-GPU environments. The library extends its functionality to include GPU support and minimizes CPU-GPU data transfer by utilizing the device-resident memory while retaining the original CPU-based capabilities. The library employs pipeline copying with shared memory for low-latency memory access and incorporates CUDA-aware MPI for efficient multi-GPU communication. Our GPU implementation demonstrated outstanding computational performance compared to the original CPU implementation while consuming much less energy. In summary, this updated version presents a time-efficient and energy-saving approach for solving batched tridiagonal systems on modern computing platforms, including both GPU and CPU.
DOI: 10.3535/v6a-at4-x80
title: Tremataspis mammillata Patten, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ylz-mmm-xf2
title: Quartz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/98y-r67-36k
title: Granite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yez-qcd-t1z
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l0x-eqb-26m
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r7e-tz5-p52
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/714-j3l-vmb
title: Cyclocrinites C.E.I. von Eichwald, 1840

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/tvh4vhvk45
title: Autoimmune Hepatitis and Cutaneous Malignancies

description: Autoimmune Hepatitis and Cutaneous Malignancies (March 26, 2023)
DOI: 10.3535/cze-sqp-1h6
title: †Diplotrypa petropolitana Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fja-zpm-1dt
title: Quartz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/eec-mv3-a12
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rel-3kp-aaz
title: Cyclocrinites C.E.I. von Eichwald, 1840

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ln1-kdz-zzj
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/zpmrt2tmvx
title: Wrinkle nanostructures generate a novel form of blue structural color in great argus flight feathers

description: Code and data necessary to run optical simulations and generate figures in the paper.
DOI: 10.3535/9hl-cvp-4yt
title: Melaphyre

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dne-1s7-h8n
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t17-b3k-d9f
title: Thiara Röding, 1798

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wb4-lln-s3y
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g1t-bdc-tcs
title: Molybdenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/jsfrn4vv7p
title: IA Generativa na Identificação de Viés Político em Mídias Sociais

description: Este estudo investiga a aplicação de IAs generativas, como ChatGPT-4.0 e Gemini, para identificar viés político em redes sociais. Utilizando metodologias de geração e avaliação de sentenças geradas, o desempenho das IAs foi analisado através de métricas como precisão, recall, acurácia e F1 Score. O Gemini demonstrou uma precisão de 97% e recall de 98%, enquanto o ChatGPT-4.0 alcançou precisão de 94% e recall de 84%. Concluiu-se que ambas as IAs são eficazes na detecção de tendências políticas, com o Gemini apresentando um desempenho ligeiramente superior.
DOI: 10.3535/kjb-9ay-xnw
title: Chalcopyrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/re0-6ta-y6g
title: Schist

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/tbrfwn7wsf
title: Comparative design of E-glass and flax structures based on reliability
DOI: 10.3535/kda-kn5-ef3
title: Spinel

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sk5-zd8-6kp
title: Silver

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jyx-v36-t1g
title: Retinite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.7m8gjr
title: Occurrence Download

description: A dataset containing 2304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2304 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009414-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/07x-8l0-pb5
title: †Diplotrypa Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ykj-0fy-t3c
title: Vesuvianite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0h0-y39-5y0
title: †Diplotrypa petropolitana Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6ze-w2t-0wm
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g7t-5j3-bck
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24588333.v1
title: concatenation.fas

description: The concatenated sequences of 12 mitochondrial PCGs and two ribosomal RNA genes
DOI: 10.17632/vsw9s6nyk3
title: Data for: Validation of 500-kW/1000-s operation of 5-GHz klystron for KSTAR LHCD system
DOI: 10.3535/a6y-rhc-l3m
title: Dipnoi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zh4-tj9-mce
title: Trachyte

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.