cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f3myt9
title: Occurrence Download

description: A dataset containing 23395970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Month is one of (January, February, March, April, June, May, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 23395970 records from 1775 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006589-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q3qce
title: Occurrence Download

description: A dataset containing 49050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.1328125 11.178401873711785, -83.1884765625 10.962764256386821, -81.2109375 9.232248799418674, -78.75 9.96885060854611, -76.37695312499999 8.102738577783168, -78.31054687499999 6.839169626342808, -79.27734374999999 8.276727101164047, -80.1123046875 6.795535025719518, -82.529296875 7.318881730366756, -84.287109375 8.494104537551882, -85.8251953125 9.492408153765544, -86.66015624999999 10.790140750321738, -86.1328125 11.178401873711785))",
 "HasCoordinate is true",
 "TaxonKey is Actinopterygii",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49050 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002378-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5myrwc
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abutilon hirtum (Lam.) Sweet)"
 ]
}

 The dataset includes 1202 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001371-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-36563
title: Claims (GX 12298 - GX 12809), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. 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: 10.25549/independent-c69-36407
title: Claims (GX 12298 - GX 12809), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. 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: 10.25549/independent-c69-36399
title: Claims (GX 12298 - GX 12809), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. 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.yvu3y4
title: Occurrence Download

description: A dataset containing 29410549 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 29410549 records from 8665 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005290-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14922678
title: Dataset related to article: DOMINANT VPS16 PATHOGENIC VARIANTS: NOT ONLY ISOLATED DYSTONIA

description: confirmatory sanger sequences (.abi) for the patients  and segregation in the family of VPS16 Variants
DOI: 10.5281/zenodo.14922679
title: Dataset related to article: DOMINANT VPS16 PATHOGENIC VARIANTS: NOT ONLY ISOLATED DYSTONIA

description: confirmatory sanger sequences (.abi) for the patients  and segregation in the family of VPS16 Variants
DOI: 10.6084/m9.figshare.28456433
title: Native plant diversity provides resistance to invasion by an alien species in natural and experimental settings

description: Native diversity resist invasion in nature and field
DOI: 10.6084/m9.figshare.28456433.v1
title: Native plant diversity provides resistance to invasion by an alien species in natural and experimental settings

description: Native diversity resist invasion in nature and field
DOI: 10.15468/dl.26tatq
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Utricularia ×australis R.Br.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 46 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000222-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27247392
title: Fine GNSS Transient filter: Hankel Spectrum Analysis

description: This project includes two folders &lt;1. Multi-transient synthesis experiment&gt; and &lt;2. Akutan GPS Transient Sim & Obs&gt;.<br>** The1st Code repository shows the basic ideas of reconstructing transient signals, using HTLS basis or solutions;<br>** The 2nd Code repository shows the transient signals simulation and decomposition from Akutan GPS_AV network, using m_HSA/HSA filters<br><br>These codes was related to the <b>Fine detection of transient signals in GNSS time series using multi-station </b><b>Hankel Spectrum Analysis &lt;</b>JGR Solid Earth&gt;
DOI: 10.6084/m9.figshare.27247392.v2
title: Fine GNSS Transient filter: Hankel Spectrum Analysis

description: This project includes two folders &lt;1. Multi-transient synthesis experiment&gt; and &lt;2. Akutan GPS Transient Sim & Obs&gt;.<br>** The1st Code repository shows the basic ideas of reconstructing transient signals, using HTLS basis or solutions;<br>** The 2nd Code repository shows the transient signals simulation and decomposition from Akutan GPS_AV network, using m_HSA/HSA filters<br><br>These codes was related to the <b>Fine detection of transient signals in GNSS time series using multi-station </b><b>Hankel Spectrum Analysis &lt;</b>JGR Solid Earth&gt;
DOI: 10.17037/data.00004583
title: Plasma biomarker data from the FIEBRE-Mozambique Cohort

description: An anonymised dataset of 1,955 paediatric and adult patients with febrile illness in southern Mozambique, who gave informed consent to participate in the prospective observational FIEBRE study between December 2018 and February 2021. Dataset contains variables on biomarker levels in plasma, demographic data, results of basic diagnostic tests and health status data, calculated clinical severity scores, and mortality and other adverse outcomes by day 28 follow-up.
description: Study staff collected demographic data, took a standardised clinical history, and performed a physical examination. Lactate levels was measured on-site with a point-of-care analyser. Additional clinical data were collected for inpatients during admission and at discharge. In a follow-up visit at day 28, vital status and data related to the original illness episode were documented. All data were recorded electronically using Open Data Kit (ODK). Plasma samples were analysed at UHN (Toronto, Canada) for biomarkers of immune and endothelial activation using Luminex and ELISA, and the biomarker results were merged with the rest of the dataset using study IDs. Data cleaning involved consistency checks and verifying data integrity to ensure accuracy before statistical analysis and sharing. For biomarker data, duplicate measurements were averaged and concentrations outside the dynamic range were assigned the highest limit of the standard curve or a value of one-third of the lowest limit.
DOI: 10.15468/dl.89zvud
title: Occurrence Download

description: A dataset containing 10 records in GBIF matching the query:
SELECT datasetKey, countryCode, COUNT(*) FROM occurrence WHERE continent = 'EUROPE' GROUP BY datasetKey, countryCode LIMIT 10

 The dataset's 10 records were derived from 35312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000214-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48322/6k2w-zf06
title: Flin Flon (TPAS) Ground-based Vector Magnetic Field (L2) 0.5 s Data
title: Flin Flon Vector Magnetic Field 0.5 s Data

description: Flin Flon (The Pas), MB, Ground-based Vector Magnetic Field Level 2 Data, 0.5 s Time Resolution, Station Code: (TPAS), Station Location: (GEO Latitude 54.0, Longitude 259.1), THEMIS GBO/UCLA Network
DOI: 10.48322/1kex-bg51
title: Thule Air Base (TAB) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Thule Air Base, Greenland, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (TAB), Station Location: (GEO Latitude 76.5, Longitude 291.2), Norwegian Mag. Network
DOI: 10.48322/km0g-cq16
title: Tiksi (TIK) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Tiksi, Russia, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (TIK), Station Location: (GEO Latitude 71.6, Longitude 128.9), AARI Network
DOI: 10.48322/4mrh-va47
title: Toolik Lake (TOOL) Ground-based Vector Magnetic Field (L2) 1.0 s Data

description: Toolik Lake, AK, Ground-based Vector Magnetic Field Level 2 Data, 1.0 s Time Resolution, Station Code: (TOOL), Station Location: (GEO Latitude 66.6, Longitude 210.4), GIMA Network
DOI: 10.48322/m7cj-rz83
title: Tristan Da Cunha (TDC) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Tristan Da Cunha, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (TDC), Station Location: (GEO Latitude -37.1, Longitude 347.7), DTU Network
DOI: 10.48322/x87k-fy69
title: Trapper Creek (TRAP) Ground-based Vector Magnetic Field (L2) 0.5 s Data

description: Trapper Creek, AK, Ground-based Vector Magnetic Field Level 2 Data, 0.5 s Time Resolution, Station Code: (TRAP), Station Location: (GEO Latitude 62.3, Longitude 209.8), University of Alaska Network
DOI: 10.48322/zb23-2583
title: Tromso (TRO) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Tromso, Norway, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (TRO), Station Location: (GEO Latitude 69.7, Longitude 18.9), TGO Network
DOI: 10.48322/hbr1-zv19
title: Ukiah (UKIA) Ground-based Vector Magnetic Field (L2) 0.5 s Data

description: Ukiah, OR, Ground-based Vector Magnetic Field Level 2 Data, 0.5 s Time Resolution, Station Code: (UKIA), Station Location: (GEO Latitude 45.1, Longitude 241.1), THEMIS EPO/UCLA Network
DOI: 10.48322/rxcb-bs74
title: Tucson (TUC) Ground-based Vector Magnetic Field (L2) 1.0 s Data

description: Tucson, AZ, Ground-based Vector Magnetic Field Level 2 Data, 1.0 s Time Resolution, Station Code: (TUC), Station Location: (GEO Latitude 32.2, Longitude 249.3), USGS Network
DOI: 10.48322/bbat-6g35
title: Upernavik (UPN) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Upernavik, Greenland, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (UPN), Station Location: (GEO Latitude 72.8, Longitude 303.8), DTU Network
DOI: 10.48322/gf9b-gb66
title: Uummannaq (UMQ) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Uummannaq, Greenland, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (UMQ), Station Location: (GEO Latitude 70.7, Longitude 307.9), DTU Network
DOI: 10.48322/hx6b-2f20
title: Val-d'Or (VLDR) Ground-based Vector Magnetic Field (L2) 0.5 s Data

description: Val-d'Or, QC, Ground-based Vector Magnetic Field Level 2 Data, 0.5 s Time Resolution, Station Code: (VLDR), Station Location: (GEO Latitude 48.2, Longitude 282.2), Athabasca University Network
DOI: 10.48322/1ep7-k022
title: Victoria (VIC) Ground-based Vector Magnetic Field (L2) 1.0 s Data

description: Victoria, BC, Ground-based Vector Magnetic Field Level 2 Data, 1.0 s Time Resolution, Station Code: (VIC), Station Location: (GEO Latitude 48.5, Longitude 236.6), NRCan Network
DOI: 10.48322/vwqt-mq35
title: Vize Island (VIZ) Ground-based Vector Magnetic Field (L2) 1.0 min Data

description: Vize Island, Russia, Ground-based Vector Magnetic Field Level 2 Data, 1.0 min Time Resolution, Station Code: (VIZ), Station Location: (GEO Latitude 79.3, Longitude 76.5), AARI Network
DOI: 10.48322/bfjt-9v74
title: Wallops Island (WLPS) Ground-based Vector Magnetic Field (L2) 0.5 s Data

description: Wallops Island, VA, Ground-based Vector Magnetic Field Level 2 Data, 0.5 s Time Resolution, Station Code: (WLPS), Station Location: (GEO Latitude 37.9, Longitude 284.6), THEMIS GBO Network
DOI: 10.48322/g24n-wa74
title: Whitehorse THEMIS Ground-based All Sky Imager; Full Resolution Images.
title: THEMIS-Ground ASF

description: THEMIS Ground All Sky Imager at White Horse (61.01 deg GLat, 224.78 deg GLong): 256 x 256 pixel full resolution images of auroral oval.  The ASI stations monitor a 170 degree field of view imaging the auroral oval at kilometer resolution.  The ASI is comprised of a fisheye lens and CCD in a stainless steel enclosure topped with a transparent acrylic dome.  The CCD has a resolution of 256 x 256 pixels.  Exposure control ranges from 5 s to 1 ms although the typical data rate is one image every 3 seconds.  Silicone heaters keep the instrument within the nominal temperature range.  During daylight hours a sun shades deploy to protect the CCD.
DOI: 10.48322/t925-0n06
title: THEMIS GBO All Sky Imager at White Horse, YT, Canada. ASI Thumbnails Data.
title: THEMIS-Ground AST

description: THEMIS Ground All Sky Imager at White Horse (61.01 deg GLat, 224.78 deg GLong): 32 x 32 pixel thumbnails for full ASI images.  The ASI stations monitor a 170 degree field of view imaging the auroral oval at kilometer resolution.  The ASI is comprised of a fisheye lens and CCD in a stainless steel enclosure topped with a transparent acrylic dome.  The CCD has a resolution of 256 x 256 pixels.  Exposure control ranges from 5 s to 1 ms although the typical data rate is one image every 3 seconds.  Silicone heaters keep the instrument within the nominal temperature range.  During daylight hours sun shades deploy to protect the CCD.
DOI: 10.57760/sciencedb.j00001.01467
title: A dataset of gastroenteroscopic polyp object detection
title: 胃肠镜息肉目标检测数据集

description: The images in this dataset are sourced from multiple public datasets and data images provided by a certain hospital, including various types and stages of polyps. Collect 5460 images of polyps. The dataset contains three subfolders, each containing the following content: (1) Polyp Images stores original image data in JPG format, with pixel sizes ranging from 300 × 243 to 2559 × 1432. (2) XML Labels stores XML format labels generated by Labelimg software after annotating polyps in images. Each label file name corresponds to the original image and supports custom script conversion formats. (3) TXT Labels stores labels converted from scripts to TXT format files and supports dataset partitioning for YOLO network series. The image resolution ranges from 300 × 243 to 2559 × 1432. The dataset has diverse image acquisition angles and lighting conditions, covering various polyp shapes such as malignant, benign, large and small pixels. The entire dataset has rich samples and strong generalization ability. 
description: The images in this dataset are sourced from multiple public datasets and data images provided by a certain hospital, including various types and stages of polyps. Collect 5460 images of polyps. The dataset contains three subfolders, each containing the following content: (1) Polyp Images stores original image data in JPG format, with pixel sizes ranging from 300 × 243 to 2559 × 1432. (2) XML Labels stores XML format labels generated by Labelimg software after annotating polyps in images. Each label file name corresponds to the original image and supports custom script conversion formats. (3) TXT Labels stores labels converted from scripts to TXT format files and supports dataset partitioning for YOLO network series. The image resolution ranges from 300 × 243 to 2559 × 1432. The dataset has diverse image acquisition angles and lighting conditions, covering various polyp shapes such as malignant, benign, large and small pixels. The entire dataset has rich samples and strong generalization ability.
DOI: 10.21979/n9/nggsuq
title: Replication Data for: Weak Distance Dependence of Hot-Electron-Transfer Rates at the Interface between Monolayer MoS2 and Gold

description: The dataset contains data for the paper "Weak Distance Dependence of Hot-Electron-Transfer Rates at the Interface between Monolayer MoS2 and Gold".
DOI: 10.15468/dl.ed59wv
title: Occurrence Download

description: A dataset containing 46708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago polymorpha)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46708 records from 794 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073874-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17068689
title: Data Release for "Data-Driven Optimization and 2D Modal Decomposition Reveal Fine-Scale Stratigraphic Architecture and Sedimentary Cyclicity: A New 2D-SVMD-PLO Framework"

description: To overcome the challenges of spatial discontinuity and subjective parameter selection inherent in conventional time–frequency analysis and trace-by-trace modal decomposition methods in seismic sedimentology, this study proposes a novel parameter-adaptive framework: two-dimensional successive variational mode decomposition based on the polar lights optimizer (2D-SVMD-PLO). In this framework, the minimization of the two-dimensional information entropy of the decomposed intrinsic mode function (IMF) set serves as the objective function, while the PLO is employed to achieve data-driven, adaptive optimization of the key parameters in 2D-SVMD. This design ensures both the lateral continuity of the decomposition results and the objectivity of parameter determination. Applications to synthetic and field seismic datasets demonstrate that 2D-SVMD-PLO not only suppresses random and high-energy coherent noise effectively but also extracts laterally continuous signals with clear geological significance. Furthermore, calibration with co-located well-log data confirms that the frequency-attribute sections generated by this method accurately capture the cyclic variations of sedimentary successions. Collectively, these results highlight that 2D-SVMD-PLO provides an objective and efficient tool for transforming seismic data into high-resolution stratigraphic cycle sections, thereby offering a robust pathway for fine-scale characterization of complex, thinly interbedded reservoirs and for advancing quantitative sequence stratigraphic analysis.
DOI: 10.5281/zenodo.17068690
title: Data Release for "Data-Driven Optimization and 2D Modal Decomposition Reveal Fine-Scale Stratigraphic Architecture and Sedimentary Cyclicity: A New 2D-SVMD-PLO Framework"

description: To overcome the challenges of spatial discontinuity and subjective parameter selection inherent in conventional time–frequency analysis and trace-by-trace modal decomposition methods in seismic sedimentology, this study proposes a novel parameter-adaptive framework: two-dimensional successive variational mode decomposition based on the polar lights optimizer (2D-SVMD-PLO). In this framework, the minimization of the two-dimensional information entropy of the decomposed intrinsic mode function (IMF) set serves as the objective function, while the PLO is employed to achieve data-driven, adaptive optimization of the key parameters in 2D-SVMD. This design ensures both the lateral continuity of the decomposition results and the objectivity of parameter determination. Applications to synthetic and field seismic datasets demonstrate that 2D-SVMD-PLO not only suppresses random and high-energy coherent noise effectively but also extracts laterally continuous signals with clear geological significance. Furthermore, calibration with co-located well-log data confirms that the frequency-attribute sections generated by this method accurately capture the cyclic variations of sedimentary successions. Collectively, these results highlight that 2D-SVMD-PLO provides an objective and efficient tool for transforming seismic data into high-resolution stratigraphic cycle sections, thereby offering a robust pathway for fine-scale characterization of complex, thinly interbedded reservoirs and for advancing quantitative sequence stratigraphic analysis.
DOI: 10.57760/sciencedb.31154
title: Data for the article 'EFFECT OF ELECTRON IRRADIATION ON THE OPTICAL AND ELECTRICAL PROPERTIES OF MANGANESE MERCURY THIOCYNATE (MMTC) AND MANGANESE MERCURY THIOCYANATE DI METHYL SULPHOXIDE (MMTD) CRYSTALS'.
title: Data for the article 'EFFECT OF ELECTRON IRRADIATION ON THE OPTICAL AND ELECTRICAL PROPERTIES OF MANGANESE MERCURY THIOCYNATE (MMTC) AND MANGANESE MERCURY THIOCYANATE DI METHYL SULPHOXIDE (MMTD) CRYSTALS'.

description: Data for the article 'EFFECT OF ELECTRON IRRADIATION ON THE OPTICAL AND ELECTRICAL PROPERTIES OF MANGANESE MERCURY THIOCYNATE (MMTC) AND MANGANESE MERCURY THIOCYANATE DI METHYL SULPHOXIDE (MMTD) CRYSTALS'.
description: Data for the article 'EFFECT OF ELECTRON IRRADIATION ON THE OPTICAL AND ELECTRICAL PROPERTIES OF MANGANESE MERCURY THIOCYNATE (MMTC) AND MANGANESE MERCURY THIOCYANATE DI METHYL SULPHOXIDE (MMTD) CRYSTALS'.
DOI: 10.57760/sciencedb.34715
title: HEG1 realated raw data
title: HEG1相关数据原始

description: HEG1 L23LM、patients、FGFR2-Sp7、mice and cell data
description: HEG1 L23LM、patients、FGFR2-Sp7、mice and cell data