cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wf56442dxj.1
title: Drinking water distribution system biofilms

description: This study aims to identify indicator parameters for biofilms in drinking water distribution systems (DWDS). Biofilms grown on coupons of three pipe materials (cast iron, cement, and polyvinyl chloride) in two sampler types (pipe loops and annular reactors) installed at full scale DWDS were quantified by three analytical methods: heterotrophic plate count (HPC), total cell count by flow cytometry (FC), and in situ by confocal laser scanning microscopy (CLSM). Quantification by both biofilm HPC and CLSM biomass is recommended to avoid under-reporting of viable but non culturable microbial populations. Multiple multivariable statistical methods were used to explore complex full-scale data sets. Principal component analysis (PCA) showed similar variability of select water parameters and biofilm quantity regardless of sampler type. Indicators of biofilm quantity were identified by taking the preponderance of results of correlation analysis, PCA, and multiple step linear regression. Indicators of biofilm quantity found here include total calcium (average range 55 – 108 ppm CaCO3), total alkalinity (49 – 173 ppm CaCO3), and pH (7.3 – 8.7). Total chlorine decay and HPC of planktonic cells were indicators of biofilms both within a single DWDS and in the aggregated data of all seven utilities sampled. Assimilable organic carbon and phosphorus appear to have secondary impacts on biofilm quantity. Oxygen reduction potential (439 – 644 mV measured at two utilities) may also be useful as a biofilm indicator worth further investigation.

This work is a sequel to and the full-scale application of pilot-scale method development by the same authors (Waller et al., 2018) available at https://doi.org/10.1016/j.mimet.2017.10.013. Water Quality data is summarized in Appendix B of Waller (2010) available at https://search.library.northwestern.edu/permalink/01NWU_INST/p285fv/cdi_proquest_journals_839851928.
DOI: 10.17632/n94b4tw284
title: AHA data

description: Circadian disruption data in mice
DOI: 10.17632/n94b4tw284.1
title: AHA data

description: Circadian disruption data in mice
DOI: 10.17632/2ftwkt7tyv
title: Sargassum and submesoscale eddies near the south coast of the Dominican Republic

description: Sets of nearshore sargassum features and local submesoscale eddies on the South coast of the Dominican Republic for specific date sequences with satellite-observable sargasum on daily Alternative Floating Algae Index (AFAI) images. Sargassum features are manually detected. Local eddies are automatically detected from HYCOM data.
DOI: 10.17632/2ftwkt7tyv.1
title: Sargassum and submesoscale eddies near the south coast of the Dominican Republic

description: Sets of nearshore sargassum features and local submesoscale eddies on the South coast of the Dominican Republic for specific date sequences with satellite-observable sargasum on daily Alternative Floating Algae Index (AFAI) images. Sargassum features are manually detected. Local eddies are automatically detected from HYCOM data.
DOI: 10.17632/gp34dxj9vz
title: CDPD Dataset

description: Research focuses on the concpetualization that platform dominance is driven by consumers themselves rather than firms.
DOI: 10.17632/gp34dxj9vz.1
title: CDPD Dataset

description: Research focuses on the concpetualization that platform dominance is driven by consumers themselves rather than firms.
DOI: 10.17632/g54fsf7rj9
title: The Impact of Carbon Capture Technologies on Consumer Prices

description: Despite the expanding literature evaluating the economic feasibility of carbon capture and storage (CCS) technologies in the energy and power sector, there are no studies explicitly examining the resulting impacts on consumer prices particularly electricity prices and their variability. Using a Monte Carlo simulation built on recent profit-maximization models in an oligopolistic market, we examine how production and abatement costs, policy incentives including a carbon tax, renewable energy subsidies, and CCS subsidies and energy demand parameters influence the percentage of carbon captured by a producer operating a diverse portfolio of energy-generating technologies. Additionally, we assess how these factors contribute to fluctuations in consumer prices for renewable and non-renewable energy products. Our findings suggest that when mixed-asset generators optimize carbon abatement to
maximize profits, the relationship between the percentage of carbon captured and consumer prices varies by energy source. Carbon capture can lower consumer prices of fossil-based products up to a certain threshold, driven by net benefits from subsidies and tax savings, while the price of greener products sees a modest increase due to the net costs of shifting production from renewable to non-renewable assets. Despite this, renewable generation remains the more cost-effective option for consumers. Thus, policymakers could incentivize a hybrid energy strategy that accelerates the transition to renewable generation while employing carbon capture as a transitional measure to mitigate emissions from fossil fuel-based technologies during the shift.
DOI: 10.17632/g54fsf7rj9.1
title: The Impact of Carbon Capture Technologies on Consumer Prices

description: Despite the expanding literature evaluating the economic feasibility of carbon capture and storage (CCS) technologies in the energy and power sector, there are no studies explicitly examining the resulting impacts on consumer prices particularly electricity prices and their variability. Using a Monte Carlo simulation built on recent profit-maximization models in an oligopolistic market, we examine how production and abatement costs, policy incentives including a carbon tax, renewable energy subsidies, and CCS subsidies and energy demand parameters influence the percentage of carbon captured by a producer operating a diverse portfolio of energy-generating technologies. Additionally, we assess how these factors contribute to fluctuations in consumer prices for renewable and non-renewable energy products. Our findings suggest that when mixed-asset generators optimize carbon abatement to
maximize profits, the relationship between the percentage of carbon captured and consumer prices varies by energy source. Carbon capture can lower consumer prices of fossil-based products up to a certain threshold, driven by net benefits from subsidies and tax savings, while the price of greener products sees a modest increase due to the net costs of shifting production from renewable to non-renewable assets. Despite this, renewable generation remains the more cost-effective option for consumers. Thus, policymakers could incentivize a hybrid energy strategy that accelerates the transition to renewable generation while employing carbon capture as a transitional measure to mitigate emissions from fossil fuel-based technologies during the shift.
DOI: 10.17632/zp97585dkp
title: Peanut AllerScan data repository

description: Peanut AllerScan library annotations (Table S1)
Z-score data (Table S5) from Chen et. al and Sample Legends (Table S4)
DOI: 10.17632/zp97585dkp.1
title: Peanut AllerScan data repository

description: Peanut AllerScan library annotations (Table S1)
Z-score data (Table S5) from Chen et. al and Sample Legends (Table S4)
DOI: 10.17632/tsrnmwcgfs
title: Cannabis Aversive Learning Paper Dataset

description: Paper Abstract: Objective: Learning theories suggest an aversive learning process whereby negative cannabis consequences are associated with reduced cannabis use. Contrary to this expectation, extent research has found a positive prospective association which may reflect continued patterns of heavy use. This study aims to clarify the predictive association of negative cannabis consequences and future cannabis use by considering that both a positive and negative association with future use are simultaneously present and can be isolated with mediation analysis. We tested the hypothesis that negative cannabis expectancies would mediate a negative indirect effect between negative cannabis consequences and future use. We also hypothesized that a positive direct association between consequences and use would remain. Finally, we considered sensitivity to punishment as a moderator of this mediational path. Method: Data from a longitudinal community sample (N=387) assessed annually for three years in young adulthood (ages = 19-21) were analyzed using multilevel models. Monte Carlo simulation was used to test mediation. Results: Negative cannabis consequences were positively directly associated with cannabis use and indirectly negatively associated with cannabis use through negative expectancies. There was no evidence of moderation by sensitivity to punishment. Conclusions: The association between negative cannabis consequences and future use is complex. Contrary to framing the prospective association between consequences and use as either positive or negative, the current study offers evidence of both. Consistent with behaviorist learning theories, negative experiences with cannabis appear to motivate reductions in use through learned associations between use and negative outcomes.
DOI: 10.17632/tsrnmwcgfs.1
title: Cannabis Aversive Learning Paper Dataset

description: Paper Abstract: Objective: Learning theories suggest an aversive learning process whereby negative cannabis consequences are associated with reduced cannabis use. Contrary to this expectation, extent research has found a positive prospective association which may reflect continued patterns of heavy use. This study aims to clarify the predictive association of negative cannabis consequences and future cannabis use by considering that both a positive and negative association with future use are simultaneously present and can be isolated with mediation analysis. We tested the hypothesis that negative cannabis expectancies would mediate a negative indirect effect between negative cannabis consequences and future use. We also hypothesized that a positive direct association between consequences and use would remain. Finally, we considered sensitivity to punishment as a moderator of this mediational path. Method: Data from a longitudinal community sample (N=387) assessed annually for three years in young adulthood (ages = 19-21) were analyzed using multilevel models. Monte Carlo simulation was used to test mediation. Results: Negative cannabis consequences were positively directly associated with cannabis use and indirectly negatively associated with cannabis use through negative expectancies. There was no evidence of moderation by sensitivity to punishment. Conclusions: The association between negative cannabis consequences and future use is complex. Contrary to framing the prospective association between consequences and use as either positive or negative, the current study offers evidence of both. Consistent with behaviorist learning theories, negative experiences with cannabis appear to motivate reductions in use through learned associations between use and negative outcomes.
DOI: 10.17632/c545mkpy2b.1
title: Coop Atlantic Menhaden Winter Survey 2022 - school biomass estimates

description: School biomass estimates for all Atlantic menhaden schools ensonified during the 2022 Cooperative Atlantic Menhaden Winter Survey and post-survey data collection activities. Elements include Data Collection Period (Survey/Transect or Post Survey), Date, Mean depth (m), Estimated school biomass (kg), and Estimated school biomass (mt).
DOI: 10.17632/cd7v3d4m9w
title: Salt Tectonics on Titan

description: MATLAB files for "'Salt Tectonics' on Titan: radial labyrinths as topographic expressions for solid-state flow." Published.
DOI: 10.17632/cd7v3d4m9w.1
title: Salt Tectonics on Titan

description: MATLAB files for "'Salt Tectonics' on Titan: radial labyrinths as topographic expressions for solid-state flow." Published.
DOI: 10.17632/6dz3tgn9ks
title: MATLAB 2023b for NN model

description: An NN model used for training process parameters and room-temperature mechanical properties
DOI: 10.17632/6dz3tgn9ks.1
title: MATLAB 2023b for NN model

description: An NN model used for training process parameters and room-temperature mechanical properties
DOI: 10.17632/m568kryk26
title: Impact of Acoustic Features of HY-Navigation Voice on the Usability of Mobile Map-Based Pedestrian Navigation

description: The database consists of two parts: one is the raw data, and the other is the questionnaires and voice experiment materials used in the experiments.
DOI: 10.17632/m568kryk26.1
title: Impact of Acoustic Features of HY-Navigation Voice on the Usability of Mobile Map-Based Pedestrian Navigation

description: The database consists of two parts: one is the raw data, and the other is the questionnaires and voice experiment materials used in the experiments.
DOI: 10.17632/hrnn3dt5wh
title: Formation of rare-metal granites, insights from fine mineralogy and Li-O isotope variations in the Yichun Li-Ta-Nb deposit, China

description: Data S1 includes lithium isotope data of bulk rock and mica in the multi-phase granites at Yichun. Data S2 includes oxygen isotope data for quartz in the multi-phase granites at Yichun. Data S3 includes albite compositional data from experiments and natural peraluminous systems. Data S4 includes Raman spectroscopic data of albite at Yichun.
DOI: 10.17632/hrnn3dt5wh.1
title: Formation of rare-metal granites, insights from fine mineralogy and Li-O isotope variations in the Yichun Li-Ta-Nb deposit, China

description: Data S1 includes lithium isotope data of bulk rock and mica in the multi-phase granites at Yichun. Data S2 includes oxygen isotope data for quartz in the multi-phase granites at Yichun. Data S3 includes albite compositional data from experiments and natural peraluminous systems. Data S4 includes Raman spectroscopic data of albite at Yichun.
DOI: 10.17632/mv7pwv98pr.1
title: Mendeley supplementary figure and Tabble

description: Propensity score matching loveplot for the matching groups.
DOI: 10.3886/e242264
title: Chukwuemeka Odumegwu Ojukwu University, Uli 2026/2027 Pre-Degree Form, Part-time Form Is Out Call 07076040542 To Apply and further admission assistance. Call Prof. Ben +2347076040542

description: Chukwuemeka Odumegwu Ojukwu University, Uli 2026/2027 Pre-Degree Form, Part-time Form Is Out Call 07076040542 To Apply and further admission assistance. Call Prof. Ben +2347076040542
DOI: 10.17632/9z96pxbhxw
title: FG-001 Computational Set FireGate Biotech

description: This dataset accompanies the structural modeling report “Structural Modeling Update: Triplet-Axis Assembly” (FireGate Biotech Inc.). The work evaluates whether CCR5 antagonism, PD-L1 modulation, and PD-L1-directed antibody activity could plausibly operate through a single three-body structural complex.

Curated Protein Data Bank structures for CCR5 (4MBS), PD-L1 (8GAD), and a PD-L1-targeted nanobody used as an antibody proxy (5DXW) were opened and examined in UCSF ChimeraX (daily build, 2025-10-13, macOS). Models were aligned, colored, and inspected for steric compatibility, using an approximate clash threshold of 4 Å. In all explored orientations, no sterically permissive triplet geometry was identified, suggesting that synergy across these axes is more likely mediated by indirect regulatory and signaling interactions rather than direct CCR5–PD-L1–antibody co-binding.

The figures and any included ChimeraX sessions are intended to document this conceptual geometric assessment. They are not clinical data and do not represent validated therapeutic outcomes.
DOI: 10.17632/9z96pxbhxw.1
title: FG-001 Computational Set FireGate Biotech

description: This dataset accompanies the structural modeling report “Structural Modeling Update: Triplet-Axis Assembly” (FireGate Biotech Inc.). The work evaluates whether CCR5 antagonism, PD-L1 modulation, and PD-L1-directed antibody activity could plausibly operate through a single three-body structural complex.

Curated Protein Data Bank structures for CCR5 (4MBS), PD-L1 (8GAD), and a PD-L1-targeted nanobody used as an antibody proxy (5DXW) were opened and examined in UCSF ChimeraX (daily build, 2025-10-13, macOS). Models were aligned, colored, and inspected for steric compatibility, using an approximate clash threshold of 4 Å. In all explored orientations, no sterically permissive triplet geometry was identified, suggesting that synergy across these axes is more likely mediated by indirect regulatory and signaling interactions rather than direct CCR5–PD-L1–antibody co-binding.

The figures and any included ChimeraX sessions are intended to document this conceptual geometric assessment. They are not clinical data and do not represent validated therapeutic outcomes.
DOI: 10.17632/p6mw8cwc8f
title: Recombinant Lactobacillus paracasei Expressing Porcine β-Defensin 2 Attenuates DSS-Induced Colitis by Restoring Intestinal Barrier Integrity and Modulating Immune Homeostasis

description: Figure 1. DSS-induced colitis model.
Figure 2. The recombinant L. paracasei 27-2 strains expressing pBD2 were identified by PCR, Western blot and IFA. (a). Double enzyme digestion results of pPG-PPT plasmid. (b) PCR amplification of the N1-pBD2 fragment. (c) PCR identification of the pPG-N1-pBD2 plasmid. (d) PCR Identification Results of recombinant L. paracasei 27-2. (e) Western Blot identification of the supernatant and precipitation from pPG-N1-pBD2/27-2 culture. (f) Identification of proteins expressed in the pPG-N1-pBD2/27-2.
Figure 3. The growth characteristics and stability of recombinant L. paracasei 27-2 were analyzed. (a) The determination of growth curve of pPG-N1-pBD2/27-2. (b-c) The genetic and protein expression stability of pPG-N1-pBD2/27-2 underwent continuous subculturing for 20 generations.
Figure 4. Analysis of the activity of pBD2 in vitro. The toxicity assessment (a), proliferation assay (b) and migration effect (c-d) of pBD2 protein expressed by recombinant L. paracasei 27-2 on IPEC-J2 were analyzed.
Figure 5. Protective effects of orally administered recombinant L. paracasei 27-2 on intestinal injury in a mice Model of Colitis. (a) The mice were scored according to the DAI scoring table (b) After the completion of the modeling, a section of the colon (approximately 1cm in length) near the rectum was excised from the mice of each group for H&E staining. Note: Green arrows indicate epithelial cell shedding and hemorrhage; dark blue arrows indicate inflammatory cell infiltration; yellow arrows indicate near-complete loss of crypt architecture; red arrows indicate reduced and atrophic glands; light blue arrows indicate decreased and deformed goblet cells. (c) The length of the colon of each group of mice was measured.
Figure 6. Measurement results of colonic tight junction protein content in each group of mice (a) Western blot analysis of tight junction protein expression in mouse colon. (b) qPCR analysis of tight junction protein expression in mouse colon. (c) Frozen tissue immunofluorescence detections of tight junction proteins expressions in mouse colons. The blue fluorescence (DAPI) marks the cell nucleus and red fluorescence (FITC) marks the tight junction proteins.
Figure 7. Effects of recombinant L. paracasei 27-2 on colitis-related enzyme levels in the colon and serum cytokine levels in mice. (a) The activity of MPO, EPO, and NAG in mouse colons across treatment groups. (b) Measurement results of iNOS and COX-2 related enzyme concentrations in each group of mice. (c) Detection results of inflammatory cytokine secretion levels in mice of each group.
Figure 8. Proportions of immune cell populations in the spleens of mice from different groups. Proportions of B lymphocytes (a), T lymphocytes (b), macrophages (c) and NK cells (d),in the spleens of mice from different treatment groups.
DOI: 10.17632/p6mw8cwc8f.1
title: Recombinant Lactobacillus paracasei Expressing Porcine β-Defensin 2 Attenuates DSS-Induced Colitis by Restoring Intestinal Barrier Integrity and Modulating Immune Homeostasis

description: Figure 1. DSS-induced colitis model.
Figure 2. The recombinant L. paracasei 27-2 strains expressing pBD2 were identified by PCR, Western blot and IFA. (a). Double enzyme digestion results of pPG-PPT plasmid. (b) PCR amplification of the N1-pBD2 fragment. (c) PCR identification of the pPG-N1-pBD2 plasmid. (d) PCR Identification Results of recombinant L. paracasei 27-2. (e) Western Blot identification of the supernatant and precipitation from pPG-N1-pBD2/27-2 culture. (f) Identification of proteins expressed in the pPG-N1-pBD2/27-2.
Figure 3. The growth characteristics and stability of recombinant L. paracasei 27-2 were analyzed. (a) The determination of growth curve of pPG-N1-pBD2/27-2. (b-c) The genetic and protein expression stability of pPG-N1-pBD2/27-2 underwent continuous subculturing for 20 generations.
Figure 4. Analysis of the activity of pBD2 in vitro. The toxicity assessment (a), proliferation assay (b) and migration effect (c-d) of pBD2 protein expressed by recombinant L. paracasei 27-2 on IPEC-J2 were analyzed.
Figure 5. Protective effects of orally administered recombinant L. paracasei 27-2 on intestinal injury in a mice Model of Colitis. (a) The mice were scored according to the DAI scoring table (b) After the completion of the modeling, a section of the colon (approximately 1cm in length) near the rectum was excised from the mice of each group for H&E staining. Note: Green arrows indicate epithelial cell shedding and hemorrhage; dark blue arrows indicate inflammatory cell infiltration; yellow arrows indicate near-complete loss of crypt architecture; red arrows indicate reduced and atrophic glands; light blue arrows indicate decreased and deformed goblet cells. (c) The length of the colon of each group of mice was measured.
Figure 6. Measurement results of colonic tight junction protein content in each group of mice (a) Western blot analysis of tight junction protein expression in mouse colon. (b) qPCR analysis of tight junction protein expression in mouse colon. (c) Frozen tissue immunofluorescence detections of tight junction proteins expressions in mouse colons. The blue fluorescence (DAPI) marks the cell nucleus and red fluorescence (FITC) marks the tight junction proteins.
Figure 7. Effects of recombinant L. paracasei 27-2 on colitis-related enzyme levels in the colon and serum cytokine levels in mice. (a) The activity of MPO, EPO, and NAG in mouse colons across treatment groups. (b) Measurement results of iNOS and COX-2 related enzyme concentrations in each group of mice. (c) Detection results of inflammatory cytokine secretion levels in mice of each group.
Figure 8. Proportions of immune cell populations in the spleens of mice from different groups. Proportions of B lymphocytes (a), T lymphocytes (b), macrophages (c) and NK cells (d),in the spleens of mice from different treatment groups.
DOI: 10.15468/dl.d8wjme
title: Occurrence Download

description: A dataset containing 1722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-2.54045 51.89602,-2.66236 51.91795,-2.81418 51.81467,-2.77497 51.71995,-2.65833 51.6301,-2.40961 51.7718,-2.38686 51.79517,-2.39474 51.82929,-2.42943 51.86143,-2.44413 51.88316,-2.54045 51.89602))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hirundinidae",
 "Year 1986-2026"
 ]
}

 The dataset includes 1722 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070957-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rg353wcrwr
title: CD147 regulates CD8+ T cell cytotoxic activity by facilitating phosphorylation and subsequent recruitment of proximal TCR signaling kinases(ISCIENCE-D-25-09187)

description: Doxycycline Inducible Chimeric Antigen Receptor T Cells Targeting CD147 for Hepatocellular Carcinoma Therapy