cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-38130
title: Disposition analysis. Duplication sorts (1986-1990), 1991

description: Reports and analysis for Christopher Commission dispositions by category - duplication sorts - output for claim vs disposition matrix - reports re LAPD force, disposition result of cases, amount paid, etc. (1986-1990), 1991 June 7-8. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.mmv9f8
title: Occurrence Download

description: A dataset containing 8648 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Akebia quinata (Houtt.) Decne."
 ]
}

 The dataset includes 8648 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052367-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-34993
title: Case summaries for 83 cases (1955-1991), 1991

description: Collection of material re case summaries of the 83 selected cases by the Independent Commission - cases against LAPD (1955-1991), 1991 May 31 - June 12. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.mlgxe7
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca argenteovirens (Boettger, 1892)"
 ]
}

 The dataset includes 141 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001747-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5vq4m
title: Occurrence Download

description: A dataset containing 365186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linaria vulgaris Mill."
 ]
}

 The dataset includes 365186 records from 1638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006619-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58160/bywa8wqgdc7h2qx9
title: Phase diagram of the J-Jd Heisenberg Model on the Maple-Leaf Lattice: Neural networks and density matrix renormalization group

description: We microscopically analyze the nearest-neighbor Heisenberg model on the maple leaf lattice through neural quantum state (NQS) and infinite density matrix renormalization group (iDMRG) methods. This dataset contains the numerical data shown in Figs. 2, 4 and 5 of Phys. Rev. B 109, 184422. Further information is provided in the contained readme.
description: This work is supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) through Project ID 258499086-SFB 1170 and the Würzburg-Dresden Cluster of Excellence on Complexity and Topology in Quantum Matter—ct.qmat Project ID 390858490-EXC 2147.
description: Numerical Simulation
DOI: 10.17632/r8nkg979rn.1
title: Erosion Data

description: Including the erosion volume of road sections from different methods, and FIS rules for the TLS point cloud data
DOI: 10.17632/hsmt2hvxxv.1
title: US weapons exported to Iran in 1979

description: We relied in our research on an American report issued by the U.S. Embassy in Tehran, signed by the last American ambassador, William Sullivan. The report was released in 1979 and contains information about the possibility of the U.S. administration providing weapons to the government of Shah Mohammad Reza Pahlavi. The report was originally in Persian, and we translated it into Arabic.

Documents of the Espionage Den, Document No. (123), Volume 11, pp. 290–333 
Confidential 
From: U.S. Embassy, Tehran 
To: U.S. Department of State, Washington D.C. 
Reference: Department of State - 167901 
Subject: Report on the Necessity of Security Assistance
Report on U.S.-Iran Relations within the Framework of Security Assistance Programs
DOI: 10.17632/3rbywmpy9j.1
title: Cabaçal Project - Dataset

description: This is the dataset created to develop the article "GEOMETALURGICAL APPROACH APPLIED TO A NEW POLYMETALIC DEPOSIT OF COPPER, GOLD AND SILVER IN CENTER WEST REGION OF BRAZIL".
DOI: 10.15468/dl.kzxvf8
title: Occurrence Download

description: A dataset containing 208311 records in GBIF matching the query:
 SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, taxonKey, scientificName, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate)) AS minTemporalUncertainty, IF(ISNULL(classKey), NULL, SUM(COUNT(*)) OVER (PARTITION BY classKey)) AS classCount FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND taxonKey IN (6157050, 7190901, 6157035, 6157026, 7062200, 4925890, 5545159, 5831060, 7223276, 9448191, 7466434, 7224157, 7271631, 8045533, 8358048, 7272439, 6369140, 8421432, 3663237, 3802956, 7427650, 7323906, 7224427, 5359402, 5352425, 7068379, 7225471, 2974921, 2914404, 7225621, 3040999, 7068732, 7295374, 6432925, 7331861, 9508942, 6409536, 6411098, 4090836, 7068845, 7415922, 7901010, 3602069, 3065244, 7293222, 5825913, 7230699, 7421129, 7070211, 7227181, 8257546, 4131042, 7226804, 6449041, 2706403, 6085036, 10966302, 4219118, 5224481, 4270548, 4115425, 4932232, 6313051, 6084799, 8134874, 6156934, 5373483, 7740944, 8257857, 7266343, 8336551, 5587240, 4250676, 7409013, 3023671, 8323119, 5347854, 3922770, 7226776, 4270675, 5373039, 8381801, 7440977, 9537212, 9603492, 7753114, 7358677, 9567226, 8925248) AND (continent = 'EUROPE' OR countrycode = 'BE') AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL) AND coordinateUncertaintyInMeters &lt;= 10000 GROUP BY "year", eeaCellCode, classKey, class, taxonKey, scientificName ORDER BY "year" DESC, eeaCellCode ASC, taxonKey ASC;

 The dataset's 208311 records were derived from 987 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011102-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rx2ww3yhg5.1
title: Klebsiella pneumoniae-induced mastitis under heat stress

description: Here are the priginal data of the experiment " Synergistic effects of heat stress and mastitis induced by K. pneumoniae on inflammation responses and blood-milk barrier in rats".
DOI: 10.17632/rx2ww3yhg5.2
title: Klebsiella pneumoniae-induced mastitis under heat stress

description: Here are the priginal data of the experiment " Synergistic effects of heat stress and mastitis induced by K. pneumoniae on inflammation responses and blood-milk barrier in rats".
DOI: 10.17632/rg4g629stx.1
title: Deep Learning for Evaluation of Ultrasound Images in Developmental Hip Dysplasia

description: The dataset here can be used only for scientific research purposes with the written consent of the publisher (contact: ecolak@ankara.edu.tr).

The dataset was obtained with the approval of the ethics committee from TOBB Hospital. Ultrasound (US) imaging was performed using the EPIQ 5G device, manufactured by Philips Medical Systems, at TOBB ETU Hospital. The acquired US images were in DICOM format with a .dcm extension, representing 2D image slices. These slices were aggregated to form a comprehensive image pool.

Since the images were in their raw format, a filtering and evaluation process was conducted. Some images were excluded due to being too degraded or complex to be utilized in training. To export the raw images, the RadiAnt DICOM Viewer software was used, converting them into JPEG format. All metadata was removed from the images to comply with personal data protection regulations, ensuring full anonymization.

Subsequently, the images were aligned to center the relevant structures of interest. Expert physicians then reviewed and approved the cropping of the images to a resolution of 640x640 pixels. The annotations and masks were generated using the CVAT tool, producing outputs in both Segmentation Mask 1.1 and COCO formats. For specific applications, the COCO format was further converted to YOLO format.

These steps ensured the dataset's readiness for further research and analysis. The methodology, including data acquisition, preprocessing, and annotation, was designed to facilitate reproducibility in similar studies.
DOI: 10.17632/sjtxmcv5d4.1
title: SavingNeem: An image dataset for Neem leaf disease classification

description: To address the challenges in automated detection and classification of Neem (Azadirachta indica) leaf diseases, having access to a comprehensive and high-quality annotated image dataset is essential. This work presents a carefully curated dataset called "Neem Leaf Disease" consisting of 12880 colour images. The images were captured using mobile phone cameras under various angles to represent real-world diversity. And the leaves were collected from different areas of Dhaka and nurseries across multiple areas. The dataset is organised in a total of 14 folders. At first all the pictures were resized as 640p X 480p and then these images were augmented. Images are sorted into separate folders for each disease class and identification. With its diverse images and organisation, this dataset can facilitate training, evaluation, and benchmarking of algorithms aimed at automated monitoring of Neem plant health for precision agriculture and crop management applications.
DOI: 10.17632/sjtxmcv5d4.2
title: Image dataset of Neem leaf disease

description: This dataset consists of 12,880 colour images collected from various areas in Dhaka, Bangladesh. The images are categorized into two primary groups: healthy and diseased leaves.
 
The diseased category is further subdivided into six specific diseases: leaf miners, leaf rust, powdery mildew, leaf blight, dieback, and Alternaria. All images were resized to 640 x 480 pixels and increased the sample size using seven different augmentation techniques. The dataset is organized into folders based on the type of disease, facilitating easy identification and analysis.
DOI: 10.17632/sjtxmcv5d4.3
title: Image dataset of Neem (Azadirachta Indica) leaf disease

description: This dataset consists of 2544 colour images of Neem (Azadirachta Indica) leaves collected from various areas in Dhaka, Bangladesh. The images are categorized into two primary groups: healthy and diseased leaves where disease leaves category is sub-divided into further six disease classes. The sample distribution is given below:
 
1. Alternaria = 191 raw image leaves
2. Dieback = 174 
3. Leaf blight = 231
4. Leaf miners = 682
5. Leaf miners_Powdery mildew = 203
6. Powdery mildew = 544
7. Healthy = 519

All images were resized to 640 x 480 pixels. No Augmentation technique was applied to increase samples. Researchers may apply their own augmentation method to increase the dataset for any ML/DL based applications.
DOI: 10.15468/dl.br7s95
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strychnos cathayensis Merr."
 ]
}

 The dataset includes 156 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011141-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14258482
title: Investigation of the global Ionospheric response to 2015 geomagnetic storms using SAMI3 simulations and SWARM satellite data
DOI: 10.5281/zenodo.14258483
title: Investigation of the global Ionospheric response to 2015 geomagnetic storms using SAMI3 simulations and SWARM satellite data
DOI: 10.15468/dl.q2mxq7
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus akaara (Temminck & Schlegel, 1842)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011142-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4gy4nthgrd.1
title: Redesign of the Chlamydomonas reinhardtii QB binding niche reveals photosynthesis works in the absence of a driving force for QA-QB electron transfer

description: data associated with the manuscript "Redesign of the QB binding niche of the D1 protein of Chlamydomonas reinhardtii reveals that photosynthesis functions in the absence of a driving force for electron transfer from QA to QB" authored by Maya D. Lambreva, Veranika Zobnina, Taras K. Antal, Violeta N. Peeva, Maria Teresa Giardi, Ivo Bertalan, Udo Johanningmeier, Olli Virtanen, Mithila Ray, Paula Mulo, Fabio Polticelli, Esa Tyystjärvi, Giuseppina Rea
DOI: 10.17632/5xsh3ztvvp.1
title: Data_Assesment of breeding values and Gene Action of Okra Germplasm

description: This is data generated for the assessment of breeding values and Gene Action of Okra Germplasm
DOI: 10.17632/dv9p5jknj2.1
title: untitled_4566890774972028870

description: Baseline dataset for SpaceThumb study.
DOI: 10.17632/n7g526m5bd.1
title: RS

description: Since the project is ongoing and the data involves confidentiality, we have provided only a portion of the data; if more data are needed, please contact the corresponding author
DOI: 10.17632/zt3w3gbb89
title: New submitted version of data result

description: The anisotropic magnetic plasma blunt cone was simulated by different methods, and its monostatic radar cross section (MRCS) was calculated.
Below are the calculation results for several methods, visualized using MATLAB. "
Blunt_cone_model_1.m" and "Blunt_cone_model_2.m" display the MRCS results over the frequency range of 0.2 to 3.4 GHz and the local results, respectively.
"Blunt_cone_model_Error.m" provides the relative calculation errors associated with each method.
DOI: 10.17632/zt3w3gbb89.1
title: New submitted version of data result

description: The anisotropic magnetic plasma blunt cone was simulated by different methods, and its monostatic radar cross section (MRCS) was calculated.
Below are the calculation results for several methods, visualized using MATLAB. "
Blunt_cone_model_1.m" and "Blunt_cone_model_2.m" display the MRCS results over the frequency range of 0.2 to 3.4 GHz and the local results, respectively.
"Blunt_cone_model_Error.m" provides the relative calculation errors associated with each method.
DOI: 10.17632/mpr6xh4bmv.1
title: Will Digital Finance Improve Corporate Greenwashing Behavior? — Evidence from Chinese A-Share Listed Companies

description: Data on digital transformation and greenwashing of enterprises
DOI: 10.17632/wh6j9jpcyz.1
title: Paleopathological research in archaeozoology: opportunities and implications for archaeology

description: Этот набор датасетов является дополнительными материалами к статье о патологических изменениях на костях скота из археологических памятников.
Основным блоком дополнительных материалов, который непосредственно связан со статьей, является «Supplementary#1».
Остальные 10 блоков дополнительных материалов (Supplementary#2-11) - это дополнительные материалы от собственных работ, которые содержат данные о патологических и возрастных изменениях домашнего скота. Основная цель их размещения – возможность ознакомления с большим разнообразием изменений на костях домашних копытных и животных разных исторических эпох:
Supplementary#2-3 – изображения патологий на костях современного скота в степной зоне Южного Урала;
Supplementary#S4-9 – изображения патологий на костях скота из памятников бронзового века степной и лесостепной зон Южного Урала;
Supplementary#10-11 – изображения патологий на костях скота из культурного слоя г. Екатeринбурга;
Непосредственно блоки с изображениями патологий костей скота в каждом датасете вы можете найти в следующем месте:
Supplementary#2 – Fig. S16-433;
Supplementary#3 – Fig. S67-1358;
Supplementary#4 – Fig. S315-706;
Supplementary#5 – Fig. S60-198;
Supplementary#6 – Fig. S479-682;
Supplementary#7 – Fig. S31-33;
Supplementary#8 – Fig. S333-447;
Supplementary#9 – Fig. S9-312;
Supplementary#10 – Fig. S615-1485;
Supplementary#11 – Fig. S843-1235.
*******************
This dataset is supplementary material to the article on pathological changes in livestock bones from archaeological sites.
The main block of supplementary materials, which is directly related to the article, is "Supplementary#1".
The remaining 10 blocks of supplementary materials (Supplementary#2-11) are supplementary materials from our own works, which contain data on pathological and age-related changes in livestock. The main purpose of their placement is the opportunity to get acquainted with a wide variety of changes in the bones of domestic ungulates and animals from different historical eras:
Supplementary#2-3 - images of pathologies on the bones of modern cattle in the steppe zone of the Southern Urals;
Supplementary#S4-9 - images of pathologies on the bones of cattle from Bronze Age sites in the steppe and forest-steppe zones of the Southern Urals;
Supplementary#10-11 - images of pathologies on the bones of cattle from the cultural layer of the city of Yekaterinburg;
The blocks with images of cattle bone pathologies in each dataset can be found in the following location:
Supplementary#2 – Fig. S16-433;
Supplementary#3 – Fig. S67-1358;
Supplementary#4 – Fig. S315-706;
Supplementary#5 – Fig. S60-198;
Supplementary#6 – Fig. S479-682;
Supplementary#7 – Fig. S31-33;
Supplementary#8 – Fig. S333-447;
Supplementary#9 – Fig. S9-312;
Supplementary#10 – Fig. S615-1485;
Supplementary#11 – Fig. S843-1235.
DOI: 10.15468/dl.9t69un
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011144-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aw4bj6
title: Occurrence Download

description: A dataset containing 13303 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Cynara cardunculus L.)"
 ]
}

 The dataset includes 13303 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011143-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j56rgjsvz8.1
title: EMERGE Mediterranean Analysis

description: Assessment of emission mitigation strategies to reduce shipping-related air pollution in the Mediterranean coastal region

1. Regional-scale atmospheric dispersion simulation results (CMAQ, EMEP, SILAM)

2. Ensemble analysis of modelling results

3. Population-weighted pollutant concentrations for selected Mediterranean cities
DOI: 10.17632/3dvjgvv5bz.1
title: Transmission Line Faults

description: This dataset contains simulated fault events for fault detection, classification, and localization in 110 kV power transmission lines. Three fault types were simulated: single-phase-to-ground fault (SPGF), two-phase short circuit (2PSC), and three-phase short circuit (3PSC). Each fault type was simulated with the fault location varying from the beginning to the end of the line in 5% increments, ensuring comprehensive coverage of fault positions along the transmission lines. A no-fault scenario was also included to represent normal operating conditions, where the system’s load was varied incrementally by 0.1 MW to simulate typical fluctuations in power demand.
For each scenario, voltage and current data were extracted, including line-to-ground voltage magnitudes at all busbars and the initial short-circuit current magnitudes at the beginning of each transmission line. These features, totaling 24 input variables, are used to describe the state of the system during faults and normal operations. The output includes the fault type (SPGF, 2PSC, 3PSC, or no fault), fault line (Line1 to Line5, or None), and fault position along the line (0, 5, ..., 100). The dataset consists of 618 data points, representing various fault and normal scenarios along the transmission lines. A Python script was developed to automate the fault simulation, data extraction, and dataset generation process.
DOI: 10.17632/8m7gfj2knd.1
title: Effect of Immunonutrition During Concurrent Chemoradiotherapy on Acute Oral Mucositis in Head and Neck Cancer Patients: A Prospective Randomized Study

description: This dataset contains data from the clinical study "Effect of Immunonutrition During Concurrent Chemoradiotherapy on Acute Oral Mucositis in Head and Neck Cancer Patients: A Prospective Randomized Study," which compared the outcomes of head and neck cancer patients who received immunonutrition versus control.
DOI: 10.17632/6b365bjddy.1
title: Microplastic-soil

description: Raw data from the search for microplastics in agricultural soil in the 0 to 20 cm layer