cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/drvlnt
title: Extracted Data From: Water Quality Data
title: with Characteristic Groups PFOA-Perfluorooctanoic Acid, PFAs-Perfluorinated Alkyl Substance and Organics-PFAs

description: This submission includes publicly available data extracted in its original form. 
If you have questions about the underlying data stored here, please use the contact form. - https://www.waterqualitydata.us/contact_us/, or use the Agency Contact Center (WQX@epa.gov). If you have questions about this metadata, please contact CAFE at climatecafe@bu.edu
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"The Water Quality Portal (WQP) is a cooperative service sponsored by the United States Geological Survey (USGS) and the Environmental Protection Agency (EPA), integrating publicly available water quality data from the USGS National Water Information System (NWIS) and the EPA Water Quality Exchange (WQX) Data Warehouse, the EPA's repository of water quality monitoring data collected by water resource management groups across the country. The WQP contains current and historical water data from more than 1.5 million sites across the nation. "
[Quote from https://www.waterqualitydata.us/]
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This upload contains Site Data and Narrowed Sample Results regarding three characteristic groups: PFOA-Perfluorooctanoic Acid, PFAs-Perfluorinated Alkyl Substance and Organics-PFAs. Considering file size, datasets for each characteristic group are divided into two files based on states and territories listed in alphabetical order: one file contains samples collected in states from Alabama to Iowa, and a second file contains samples collected in states from Kansas to Virgin Island.
DOI: 10.17632/793xbbbtpw.1
title: Percutaneous nephrostomy clinical features dataset

description: To evaluate medical decisions regarding urinary tract infection (UTI), describe associated microorganisms, and assess potential risk factors for percutaneous nephrostomy-related UTI (UTI-PN) this retrospective cohort was designed.
Patients who underwent percutaneous nephrostomy (PN) were included. We assessed percutaneous nephrostomy procedure-related UTI (UTI-PNp) and percutaneous nephrostomy catheter-related UTI (UTI-PNc).
A total of 734 PN procedures were performed (45.4% first catheter placement, 54.6% catheter replacement). Fever was the primary clinical indicator guiding treatment decisions for both UTI-PNp (43.3%; 26/60) and UTI-PNc (44.6%; 99/222). Leukocyturia, either alone or combined with turbid urine, foul-smelling urine, or leukocytosis, influenced treatment decisions in 5.0% (3/60) of UTI-PNp cases and 17.1% (38/222) of UTI-PNc cases. No risk factors were identified for UTI-PNp; however, the time until urinary obstruction resolution via PN and first PN placement increased the odds of developing UTI-PNc. Among urine cultures, 74.7% (121/162) from cases with zero to two antibiotic use episodes showed multidrug-resistant bacteria, compared to 25.3% (41/162) in cases with three to six episodes (P&lt;0.001).
Achieving an accurate infection diagnosis is of paramount importance to mitigate multidrug-resistant bacteria prevalence.
DOI: 10.15468/dl.pystyz
title: Occurrence Download

description: A dataset containing 1267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenopeltis F.Boie, 1827"
 ]
}

 The dataset includes 1267 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007778-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zgykyf3nxr.1
title: PHYSICAL THERAPEUTIC INTERVENTION FOR CONTROLLING INTESTINAL WORMS

description: Physical therapeutic interventions are monotherapeutic interventions because concomitant administration of anthelmintics are not amicable, as it produce drowsiness. However naturaceuticals are commutable. People with drowsiness are subjected to bed rest. உணவே மருந்து.
DOI: 10.17632/t8kmzmpt62
title: HDHT_TEST_PART6

description: Part 6 of the talking head dataset
DOI: 10.17632/t8kmzmpt62.1
title: HDHT_TEST_PART6

description: Part 6 of the talking head dataset
DOI: 10.6084/m9.figshare.29086793
title: Do microplastics always harm agroecosystem services? A global synthesis

description: Microplastics (MPs) pollution is an emerging global change factor with the potential to affect key agroecosystem services. MPs enter soils with diverse properties—including type, shape, size, concentration, and aging duration—reflecting their heterogeneous chemical compositions and sources. However, the impacts of MPs with varying properties on agroecosystem services remain poorly understood, limiting effective risk assessment and mitigation efforts. We synthesized 6,315 global observations to assess the broad impacts of microplastic properties on key agroecosystem services, including crop productivity, physiology, soil carbon sequestration, nutrient retention, water regulation, soil physical and microbial properties.This synthesis underscores the critical role of microplastic properties in determining their ecological impacts, providing essential insights for property-specific risk assessment and mitigation strategies to address microplastic pollution in agroecosystems.
DOI: 10.17632/9ynpd9956w.1
title: Digifrac

description: We propose DigiFrac, a Python-based package developed for processing CT scan data to support 3D fracture extraction, complexity analysis, aperture distribution statistics, and orientation calculation. Initially, a random forest algorithm segments the CT data to extract the 3D fracture geometry. Based on this geometry, key parameters—such as fracture volume, fractal dimension, and H-index—are computed. A slice-by-slice thinning algorithm is then applied to extract the fracture skeleton, while the local thickness method is used to determine fracture aperture distribution. Additionally, DigiFrac calculates fracture orientations from the skeleton’s 3D point cloud, enabling detailed, quantitative characterization of complex fracture systems.
DOI: 10.15468/dl.ykqs2s
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SANParks Herbarium Data for the Skukuza Herbarium"
 ]
}

 The dataset includes 99 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007781-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz8xus
title: Occurrence Download

description: A dataset containing 26406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Nemophila Nutt. ex Barton"
 ]
}

 The dataset includes 26406 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007779-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6fcnwdjxt5.1
title: Large-Scale Synthetic Dataset for Q-Factor Prediction in Optical Communication Systems

description: This dataset comprises 1,000,000 synthetic samples designed for machine learning-based prediction of the Q-Factor, a key quality metric in optical communication systems. Each sample simulates a fiber-optic transmission scenario using five numerical input features representing:

- OSNR (Optical Signal-to-Noise Ratio)
- Launch Power
- Fiber Length
- Chromatic Dispersion
- Nonlinear Effects

The target output is the Q-Factor, modeled using a nonlinear combination of the input features, incorporating quadratic, logarithmic, sinusoidal, and cubic terms to reflect realistic physical interactions. Gaussian noise is added to emulate measurement variability found in real-world systems.

This dataset is ideal for:

- Training and benchmarking regression models (e.g., neural networks, XGBoost)
- Research in QoT (Quality of Transmission) estimation
- Educational use in optical communications and machine learning

The dataset is saved in CSV format and can be directly used in Python (e.g., via pandas), MATLAB, or any data analysis environment.
DOI: 10.15468/dl.6q2p2j
title: Occurrence Download

description: A dataset containing 32046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avicennia marina (Forssk.) Vierh."
 ]
}

 The dataset includes 32046 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007780-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8x99n3v5m3.1
title: Topical Ruxolitinib is More Effective at Itch Reduction than Roflumilast: A Comparative Meta-Analysis

description: Supplemental figures and data for study titled "Topical Ruxolitinib is More Effective at Itch Reduction than Roflumilast: A Comparative Meta-Analysis".
DOI: 10.17632/8x99n3v5m3.2
title: Topical Ruxolitinib is More Effective at Itch Reduction than Topical Roflumilast in Atopic Dermatitis: A Comparative Meta-Analysis

description: Supplemental figures and data for study titled "Topical Ruxolitinib is More Effective at Itch Reduction than Roflumilast: A Comparative Meta-Analysis".
DOI: 10.25934/pr00007873
title: Crizotinib followed by alectinib vs alectinib alone: analysis of treatment-naïve patients with non-small cell lung cancer (NSCLC) harboring anaplastic lymphoma kinase (ALK) -rearrangement

description: Lung cancer ranks among the most common types of cancer in North America, with an estimated incidence of 222,500 in the US and 28,600 in Canada in 2017. Lung cancer is the leading cause of death among all cancer-releated deaths worldwide. About 85% of patients with lung cancer have non-small cell lung cancer (NSCLC), with 5% of patients harbouring rearrangements in the anaplastic lymphoma kinase (ALK) gene. The ALK gene provides instructions for making a protein called ALK receptor tyrosine kinase, which is part of a family of proteins called receptor tyrosine kinases (RTKs). The presence of mutations or rearrangements in the anaplastic lymphoma kinase (ALK) gene renders the cancer sensitive to tyrosine kinase inhibitors. Tyrosine kinase inhibitors (TKIs) are a type of targeted therapy. A targeted therapy identifies and attacks specific types of cancer cells while causing less damage to normal cells. It is very common for this type of cancer to be missed until it is at an advanced stage.

There is limited data about alectinib vs crizotinib followed by alectinib in ALK-inhibitor naïve patients with NSCLC in the real-world setting especially in Chinese patients. Crizotinib is the first-in-class drug used to treat ALK-positive tumors. Alectinib is a second-generation, highly selective, central nervous system (CNS)-active ALK inhibitor with activity against several ALK mutations reported to confer resistance to crizotinib. As compared with crizotinib, alectinib showed superior efficacy and lower toxicity in primary treatment of ALK-positive NSCLC in ALEX study.
DOI: 10.17632/2fyxmnd8b7.1
title: Toxoplasma gondii-induced adverse pregnancy outcomes: insight into the inhibitory role of Trem2 on TLR4/TRAF6/JNK signaling pathway

description: Decidual macrophages (dMφs) are not only essential for maintaining normal pregnancy but also serve as crucial immune defenders against infections, including Toxoplasma gondii (T. gondii). Triggering receptor expressed on myeloid cells 2 (Trem2), as a critical immunoregulatory receptor on dMφs, can counteract inflammation and defend against pathogen infection. However, the mechanisms underlying the Trem2 downstream pathways during T. gondii infection—particularly their impact on adverse pregnancy outcomes (APOs)—remain elusive. Here, via establishing T. gondii-challenged wild type and Trem2-/- mouse pregnancy models, we observed that genetic ablation of Trem2 exacerbated T. gondii-triggered APOs. Importantly, the interaction of Trem2 with Toll-like receptor 4 (TLR4) was predicated by molecular docking models with a calculated binding energy (-15 kcal/mol) and confirmed by co-IP. Both animal and cellular models were employed, revealing that Trem2 downregulation in the response to T. gondii, concomitant with an increase in TLR4 and its downstream signaling molecules like TNF receptor-associated factor 6 (TRAF6) and c-Jun N-terminal kinase (JNK). More importantly, Trem2 deficiency in mice and macrophages further enhanced the activation of TLR4/TRAF6/JNK signaling axis. In contrast, Trem2 overexpression in macrophages inhibited the expression of the downstream signaling cascade and reversed the activation induced by T. gondii antigens. Additionally, the treatment with a TLR4-blocking antibody suppressed the activation of TRAF6 and P-JNK in both Raw 264.7 cells and bone marrow-derived macrophages stimulated with T. gondii antigens, whereas it failed to inhibit Trem2 expression. Taken together, Trem2 deficiency in mice promotes the TLR4/TRAF6/JNK signaling cascade, contributing to exacerbate APOs following T. gondii infection. This study provides novel mechanistic insights into T. gondii-induced pregnancy outcomes, highlighting the pregnancy-specific inhibitory function of Trem2 on TLR4/TRAF6/JNK signaling pathway.
DOI: 10.17632/pv4hpjbdv5.1
title: Zircon Insights into Tectonic Evolution and Magmatic History in the Southern Qiangtang Terrane

description: This dataset provides newly obtained magmatic zircon data from 120 grains (classified into three age groups: ~287 Ma, ~262 Ma, and ~207 Ma) in the Chabu area of the southern Qiangtang Terrane, as well as 2,612 grains of magmatic zircon data spanning the Early Permian to Late Triassic periods from both the southern and northern Qiangtang Terrane, comprising six tables: Table S1. Zircon U-Pb geochronological data from the gabbro of Chabu area; Table S2. Trace element data of zircons from gabbro in Chabu area; Table S3. Hf isotopic composition data of zircons from gabbro in Chabu area; Table S4. Trace element calculation for magmatic zircons from Chabu area; Table S5. Collected zircon data from the South Qiangtang Terrane and North Qiangtang Terrane during the Early Permian to Late Triassic periods; Table S6. Collected zircons εHf(t) values of the South Qiangtang Terrane from the Early Permian to Late Triassic. Note: Detailed annotations for the tables are provided within the respective tables.
DOI: 10.15468/dl.yhpxd2
title: Occurrence Download

description: A dataset containing 16 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 Gastrellarius unicarum (Darlington, 1932)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007783-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ghkf6y44x9.1
title: Supplemental Table 1 - Glucagon-like Peptide-1 Receptor Agonist Use in Patients with Psoriasis is Associated with Lower Incidence of Atherosclerotic Cardiovascular Disease

description: Supplemental Table 1. Baseline characteristics of GLP1-RA cohort and GLP1-RA-naïve cohort before and after propensity-score matching (PSM). Bold standard difference indicates standard difference (std diff) &gt; 0.1.
DOI: 10.17632/ghkf6y44x9.2
title: Supplemental Table 1 - Glucagon-like Peptide-1 Receptor Agonist Use in Patients with Psoriasis is Associated with Lower Incidence of Atherosclerotic Cardiovascular Disease

description: Supplemental Table 1. Baseline characteristics of GLP1-RA cohort and GLP1-RA-naïve cohort before and after propensity-score matching (PSM). Bold standard difference indicates standard difference (std diff) &gt; 0.1.
DOI: 10.17632/hwtsk8zj28.1
title: Clinical Presentations and Outcomes of Cutaneous Metastases from Prostate Cancer: A Systematic Review

description: Supplementary Figure 1: PRISMA diagram
Supplementary Table 1: Search strategy
Supplementary Table 2: Studies included in the review
DOI: 10.17632/v26pw9hdn5.1
title: Supplementary data for: 'Mangrove organic matter accumulation in the context of sea-level history in coral reef settings of Australia'
DOI: 10.15468/dl.wjxwb3
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Tropidodipsas sartorii Cope, 1863",
 "Year 2000-2025"
 ]
}

 The dataset includes 99 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007784-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pcydsf2r3r.1
title: Dataset LATAM-AI WebAccess

description: The LATAM-AI WebAccess dataset evaluates web accessibility in the official government portals of countries included in the Latin American Index of Artificial Intelligence (ILIA). The data was collected using the WAVE automated tool and focuses on compliance with the Web Content Accessibility Guidelines (WCAG) 2.1 across the four accessibility principles: Perceivable, Operable, Understandable, and Robust.
DOI: 10.17632/kgwkcgv4rv
title: Mechanistic role of wildfire ash in mediating post-fire nitrogen transformation: A transient biogeochemical engine driven by fuel characteristics

description: In this study, wildfire ash samples were collected from combustion experiments conducted under various preset conditions. During combustion experiments, fire behavior indexes were recorded. Additionally, soil incubation experiments were performed in the laboratory to obtain soil samples. Subsequently, the properties of the wildfire ash, as well as the properties and mineral N content of the soil, were analyzed in the laboratory.
DOI: 10.17632/kgwkcgv4rv.1
title: Mechanistic role of wildfire ash in mediating post-fire nitrogen transformation: A transient biogeochemical engine driven by fuel characteristics

description: In this study, wildfire ash samples were collected from combustion experiments conducted under various preset conditions. During combustion experiments, fire behavior indexes were recorded. Additionally, soil incubation experiments were performed in the laboratory to obtain soil samples. Subsequently, the properties of the wildfire ash, as well as the properties and mineral N content of the soil, were analyzed in the laboratory.
DOI: 10.17632/c75bhn2b3r.1
title: B4C4 Nanocluster Ring for Toxic Heavy Metal Ion Adsorption from Wastewater: A DFT Study

description: Input geometries in .mol format.
DOI: 10.34740/kaggle/dsv/11874725
title: Retail Store Inventory and Demand Forecasting
DOI: 10.15468/dl.znevht
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carabus alpestris Sturm, 1815"
 ]
}

 The dataset includes 686 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007785-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/95vhrskbbd.1
title: Multimodal Phishing Detection on Social Networking Sites: A Systematic Review

description: This contains the results returned by IEEE Xplore, ACM Digital Library, Scopus, and Web of Science with the tailored queries mentioned in the paper with the same title, and the list of 32 articles selected for the study. The records and results are shared as a part of the systematic review study.
DOI: 10.15468/dl.2xv9jk
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Neoapaloxylon Rauschert"
 ]
}

 The dataset includes 328 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007786-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8gsjdwtxbx.1
title: Economic Inequality and Social Capital

description: Raw dataset used in the study of economic inequality and social capital.
DOI: 10.17632/k5z7hf6vbb.1
title: Raw Fetal PCG Contaminated With Mother’s PCG

description: Eight patients consented in the participation of the recording for the fetus PCG. Most of the patients were 36+ weeks pregnant except one patient with a pregnancy of 32+ weeks. The hardware used to record fetal PCG is non-invasive with the infrastructure of a stethoscope attached to the microphone. Doppler and pulse oximeter along with the hardware were used simultaneously to record fetal and mother PCG. The sampling rate of the PCG is 44100 Hz. The doppler and pulse oximeter are the standard device used to record the fetus heart rate and mother’s heart rate in beats per minute (bpm). In contrast, the PCG signals acquired acoustic fetal heart sound traces. Each patient was in laying position while the experiment was carried out. The recordings were taken in three and two sessions per patient in two batches. The first batch consists of 3 patients with 2 sessions per minute. And the second batch includes 5 patients with 3 sessions per minute. The naming of the files is done accordingly such that B1_P1_S1 represents Batch 1’s patient 1 during session 1. And B2_P2_S2 indicates Batch 2’s patient 2 during session 2. Each session lasted for 1 minute with a gap of 10 seconds per session for both batches. The hardware was assembled under the Biomedical Instrumentation and Signal Processing Laboratory (BISPL) at Independent University, Bangladesh. The fetal and maternal PCG data were recorded in Urban Maternity Center, Dhaka North City Corporation, Bangladesh.
DOI: 10.17632/3ffk3p6yy5
title: Data for "Estimating Demolition Waste from Residential Interior Photos: A Large Language Model Solution"

description: Data and code for paper titled "Estimating Demolition Waste from Residential Interior Photos: A Large Language Model Solution".
This repository includes the results of classification with different LLMs and prompt settings, prediction of demolition waste for sampled rooms, and code processing the raw image.
Due to policy restrictions, the original image information cannot be uploaded, but will be available on request.
DOI: 10.17632/3ffk3p6yy5.1
title: Data for "Estimating Demolition Waste from Residential Interior Photos: A Large Language Model Solution"

description: Data and code for paper titled "Estimating Demolition Waste from Residential Interior Photos: A Large Language Model Solution".
This repository includes the results of classification with different LLMs and prompt settings, prediction of demolition waste for sampled rooms, and code processing the raw image.
Due to policy restrictions, the original image information cannot be uploaded, but will be available on request.
DOI: 10.17632/4d3ygp9xhb.1
title: A Trend Analysis and Budyko Framework Application Study in Chingaza Natural Park, Colombia

description: The input data considered for the trend analysis and application of the Budyko framework in five basins located within or near the Chingaza Natural Park, Colombia, are presented below.