cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/46j777ndwf.1
title: SIRT1 activation by SRT2104 enhances mitophagy and reduces senescence in auditory cells

description: Figure 1. Effects of SRT2104 on cell viability, SIRT1 activity, and senescence- and mitophagy-related protein expression in HEI-OC1 cells. 
Figure 2. Effects of SRT2104 on H₂O₂-induced cellular senescence and mitochondrial function. 
Figure 3. Effects of SRT2104 on the expression of senescence and mitophagy-related proteins in cochlear explants. 
Figure 4. Effects of SIRT1 knockdown on SRT2104-induced anti-senescent and mitophagy-promoting activities in HEI-OC1 cells.
DOI: 10.17632/4hxzyz385z
title: Batch and continuous flow chloride removal data using jute stick-derived activated carbon

description: This dataset comprises experimental data for the adsorption of chloride ions from saline water using activated carbon derived from jute stick. It includes:
Batch and column adsorption experimental results for chloride removal.
Carbon yield data as a function of activation temperature.
Data illustrating the effect of temperature on chloride ion removal efficiency.
Parameters derived from fitting experimental data to various isotherm (Langmuir, Freundlich, D-R, Temkin) and kinetic (Pseudo-first-order, Pseudo-second-order) models.
Brunauer–Emmett–Teller (BET) surface area analysis data.
DOI: 10.17632/4hxzyz385z.1
title: Batch and continuous flow chloride removal data using jute stick-derived activated carbon

description: This dataset comprises experimental data for the adsorption of chloride ions from saline water using activated carbon derived from jute stick. It includes:
Batch and column adsorption experimental results for chloride removal.
Carbon yield data as a function of activation temperature.
Data illustrating the effect of temperature on chloride ion removal efficiency.
Parameters derived from fitting experimental data to various isotherm (Langmuir, Freundlich, D-R, Temkin) and kinetic (Pseudo-first-order, Pseudo-second-order) models.
Brunauer–Emmett–Teller (BET) surface area analysis data.
DOI: 10.17632/9grmxm9mwt
title: Data for Publication

description: Data for Publication in MDPI
DOI: 10.15468/dl.4u8wv6
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Afrocanthium keniense",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027261-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9grmxm9mwt.2
title: Data for Publication

description: Data for Publication in MDPI
DOI: 10.17632/dwt6y7nrnx
title: Data for Publication

description: Data for Publication in Food, MDPI
DOI: 10.17632/dwt6y7nrnx.2
title: Data for Publication

description: Data for Publication in Food, MDPI
DOI: 10.17632/2xfktwhj8x
title: Transient reactivation of small ensembles of adult-born neurons during REM sleep supports memory consolidation in mice

description: Source data is also provided on the publisher's site. Raw data are in the following link (Google Drive).
[https://drive.google.com/drive/folders/1x9aCNBMDWiC7yR6Ny16ITPbN_RE0rI80?usp=sharing]
DOI: 10.17632/2xfktwhj8x.2
title: Transient reactivation of small ensembles of adult-born neurons during REM sleep supports memory consolidation in mice

description: Source data is also provided on the publisher's site. Raw data are in the following link (Google Drive).
[https://drive.google.com/drive/folders/1x9aCNBMDWiC7yR6Ny16ITPbN_RE0rI80?usp=sharing]
DOI: 10.15468/dl.22rb2h
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene pendula",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027263-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruw3j3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene pendula",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027264-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tx52jp
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Impatiens parviflora",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027262-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9tknw
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene pendula",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027265-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hsrmzh2wk4
title: Regulatory Control of Orchestrated Silk Elongation Moderated by Sugar Metabolism, Phytohormone Signaling, and Secondary Metabolite Dynamics

description: Supplementary data
DOI: 10.17632/hsrmzh2wk4.1
title: Regulatory Control of Orchestrated Silk Elongation Moderated by Sugar Metabolism, Phytohormone Signaling, and Secondary Metabolite Dynamics

description: Supplementary data
DOI: 10.5281/zenodo.17057876
title: Annual time series of global VIIRS nighttime lights for 2000-2024 at 500-m spatial resolution extrapolated using logistic regression

description: The Annual Visible Night Light (VNL) V2 (VIIRS) images at 500-m spatial resolution for the period 2012 to 2024 (Elvidge et al., 2021) have been used to extrapolate the values backwards for years 2000–2011. This was done by fitting a logistic regression (per pixel) and then predicting the values for the previous years (see nightlights_stack_500m.R). After consistent time-series have been produced, I also derived the difference between year 2024 and year 2000 (nightlights.difference_viirs.v21_m_500m_s_2000_2024_go_epsg4326_v20230318.tif): this shows average rate of change for the 25 years period. Use with caution: extrapolation of values can lead to artifacts. For most of the land surface, however, it appears that the growth of night lights follows exponential growth function and hence nights in the past can be represented accurately by fitting decay / logistic regression function.

Original values from the Annual VNL V2 product have been converted from 0–200 to 0–2000 scale and are available as Cloud-Optimized GeoTIFFs.

To cite the Annual VNL V2, please use:



Elvidge, C. D., Zhizhin, M., Ghosh, T., Hsu, F. C., & Taneja, J. (2021). Annual time series of global VIIRS nighttime lights derived from monthly averages: 2012 to 2019. Remote Sensing, 13(5), 922. https://doi.org/10.3390/rs13050922


Historic night light images are also available (but at a much coarser spatial resolution) from:



Li, X., Zhou, Y., Zhao, M., & Zhao, X. (2020). A harmonized global nighttime light dataset 1992–2018. Scientific data, 7(1), 168. https://doi.org/10.1038/s41597-020-0510-y
DOI: 10.5281/zenodo.16921535
title: Evaluation of Methane Emissions Inventory Using Satellite Flux Inversions

description: This notebook and accompanying data demonstrate an evaluation of gridded methane bottom-up inventories using atmospheric flux inversions from GOSAT satellite data.

Key Features & Contents:









Satellite-Based Evaluation: Uses GOSAT (Greenhouse Gases Observing Satellite) inversion fluxes as top-down methane emission estimates.




Methodology: Shows how to properly account for the truth sensitivity (averaging kernel) of the atmospheric flux inversion to ensure a fair comparison.




Direct Comparison: Provides an analysis contrasting bottom-up methane inventories with satellite-derived fluxes.
DOI: 10.5281/zenodo.16921536
title: Evaluation of Methane Emissions Inventory Using Satellite Flux Inversions

description: This notebook and accompanying data demonstrate an evaluation of gridded methane bottom-up inventories using atmospheric flux inversions from GOSAT satellite data.

Key Features & Contents:









Satellite-Based Evaluation: Uses GOSAT (Greenhouse Gases Observing Satellite) inversion fluxes as top-down methane emission estimates.




Methodology: Shows how to properly account for the truth sensitivity (averaging kernel) of the atmospheric flux inversion to ensure a fair comparison.




Direct Comparison: Provides an analysis contrasting bottom-up methane inventories with satellite-derived fluxes.
DOI: 10.17632/tb95w8pt26
title: 234U enrichment in carbonate waters

description: Data related to the manuscript: " Enrichment of 234U in groundwaters of carbonate terrains" composed by Dalal Saeed, Boaz Lazar, Revital Bookman and Mordechai Stein
DOI: 10.17632/tb95w8pt26.1
title: 234U enrichment in carbonate waters

description: Data related to the manuscript: " Enrichment of 234U in groundwaters of carbonate terrains" composed by Dalal Saeed, Boaz Lazar, Revital Bookman and Mordechai Stein
DOI: 10.17632/f6dw42nkfx
title: transportation data

description: transportation data
DOI: 10.17632/f6dw42nkfx.1
title: transportation data

description: transportation data
DOI: 10.17632/yzj88t4sgn
title: Lithium isotopes as a new indicator for change in hydrology

description: Data for all figures in the manuscript by Hu et al to be published by Geochimica et Cosmochimica Acta as "Lithium isotopes as a new indicator for change in hydrology".
DOI: 10.17632/yzj88t4sgn.1
title: Lithium isotopes as a new indicator for change in hydrology

description: Data for all figures in the manuscript by Hu et al to be published by Geochimica et Cosmochimica Acta as "Lithium isotopes as a new indicator for change in hydrology".
DOI: 10.17632/d9n2ksydp2.1
title: Dataset on Growth, Survival, Feed Utilization, and Economic Viability of Rabbitfish (Siganus spp.) at Different Stocking Densities under Partido Conditions

description: This dataset contains raw and processed data from a 99-day culture trial of rabbitfish (Siganus spp.) conducted at the PSU Cabotonan Marine Laboratory Station, Partido, Camarines Sur, Philippines. It includes replicate-level records of growth, survival, feed utilization, and water quality, as well as treatment-level economic indicators (incidence cost, profit/kg, net return, benefit–cost ratio). The dataset provides benchmarks for aquaculture researchers, practitioners, and policymakers evaluating stocking density performance and profitability in tropical aquaculture systems.
DOI: 10.15468/dl.ya2wzz
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Canis latrans",
 "Year 2000-2000"
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027266-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mxtvkt5dcy
title: Orchid2024: A cultivar-level dataset and methodology for fine-grained classification of Chinese Cymbidium Orchids

description: The authors dedicated over a year to collecting a cultivar image dataset for Chinese Cymbidium orchids named Orchid2024. This dataset contains over 150,000 images spanning 1,275 different categories, involving visits to 20 cities across 12 provincial administrative regions in China to gather pertinent data. Subsequently, we introduced various visual parameter-efficient fine-tuning (PEFT) methods to expedite model development, achieving the highest top-1 accuracy of 86.14% and top-5 accuracy of 95.44%.
DOI: 10.17632/mxtvkt5dcy.2
title: Orchid2024: A cultivar-level dataset and methodology for fine-grained classification of Chinese Cymbidium Orchids

description: The authors dedicated over a year to collecting a cultivar image dataset for Chinese Cymbidium orchids named Orchid2024. This dataset contains over 150,000 images spanning 1,275 different categories, involving visits to 20 cities across 12 provincial administrative regions in China to gather pertinent data. Subsequently, we introduced various visual parameter-efficient fine-tuning (PEFT) methods to expedite model development, achieving the highest top-1 accuracy of 86.14% and top-5 accuracy of 95.44%.
DOI: 10.17632/85mbvkfrn9
title: Jerusalem Artichoke Extract as a Functional Ingredient in Margarine

description: This is supplementary data for the article "Jerusalem Artichoke Extract as a Functional Ingredient in Margarine: Physicochemical Properties, Stability, Microbiological, and Toxicological Assessment"
DOI: 10.17632/85mbvkfrn9.1
title: Jerusalem Artichoke Extract as a Functional Ingredient in Margarine

description: This is supplementary data for the article "Jerusalem Artichoke Extract as a Functional Ingredient in Margarine: Physicochemical Properties, Stability, Microbiological, and Toxicological Assessment"
DOI: 10.15468/dl.339ev5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops meeki",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027267-250827131500795/datasets/export for details.
DOI: 10.15468/dl.468b57
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachycephalus resinifictrix"
 ]
}

 The dataset includes 246 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027268-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qum4q2
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthospermum usambarense",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 187 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027269-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f752p
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perdita pectidis"
 ]
}

 The dataset includes 254 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027270-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/c1hhbn
title: Data Management and Sharing Plan for: Partnering for Progress: Improving the NBS Process in North Carolina

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.3849uf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus effusus",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027271-250827131500795/datasets/export for details.
DOI: 10.17632/j529pxw9p8
title: Dataset of the History and Driving Factors of Hydropower Development in China

description: The hydropower station dataset comprises three components: international data, national data, and supplementary data. The international data are primarily sourced from global hydropower databases such as GEM, GloHydroRes, and GPPD; the national data are collected from official statistics, bulletins, and policy records released by the Ministry of Water Resources and the National Energy Administration; and the supplementary data are compiled from archival investigations, project reports, and peer-reviewed literature, ensuring coverage of small and early hydropower stations. The dataset includes 2,918 hydropower stations across 31 provinces and 11 major river basins in China, covering the period of over 100 years . Since the 2010s, we have systematically integrated multi-source records and standardized attributes such as location, installed capacity, commissioning year, operational status, and reservoir characteristics, which form the core structure of this dataset.
DOI: 10.17632/j529pxw9p8.1
title: Dataset of the History and Driving Factors of Hydropower Development in China

description: The hydropower station dataset comprises three components: international data, national data, and supplementary data. The international data are primarily sourced from global hydropower databases such as GEM, GloHydroRes, and GPPD; the national data are collected from official statistics, bulletins, and policy records released by the Ministry of Water Resources and the National Energy Administration; and the supplementary data are compiled from archival investigations, project reports, and peer-reviewed literature, ensuring coverage of small and early hydropower stations. The dataset includes 2,918 hydropower stations across 31 provinces and 11 major river basins in China, covering the period of over 100 years . Since the 2010s, we have systematically integrated multi-source records and standardized attributes such as location, installed capacity, commissioning year, operational status, and reservoir characteristics, which form the core structure of this dataset.
DOI: 10.17632/5xmm69865c
title: Untargeted metabolomics data of orange peel(OP) and fermented orange peel(FOP) extracts by HPLC-Q-TOF-MS

description: In the subsequent non-targeted metabolomic profiling, FOP or OP powder (1.0 g) underwent ultrasonic extraction in a 25 mL ethanol solution (60%, v/v, HPLC grade) for 30 minutes The extract was then subjected to centrifugation at 6000 rpm for 10 minutes. The supernatant obtained was diluted tenfold with methanol and filtered through a 0.22 μm membrane prior to LC/MS analysis.
Chromatographic analysis was conducted utilizing an ACQUITY HPLC I-Class system in conjunction with a Xevo G3-XS QTOF mass spectrometer (Waters, USA). The chromatographic separation was carried out on a Waters BEH T3 column (1.8 μm, 2.1 mm × 150 mm), which was maintained at a temperature of 40°C. The mobile phase comprised (A) 0.1% formic acid in water and (B) acetonitrile, following a gradient elution program as follows: 0–1 min, 100% to 90% A; 1–3 min, 90% to 60% A; 3–10 min, 60% to 40% A; 10–20 min, 40% to 20% A; 20–27 min, 20% to 90% A; and 27–29 min, 90% A. The flow rate was maintained at 0.3 mL/min, with a detection wavelength set at 350 nm and an injection volume of 10 μL.
In the mass spectrometry analysis, an electrospray ionization (ESI) source was utilized in both positive and negative ionization modes, covering a mass range of 50–1200 Da. MSE data acquisition was conducted under the following conditions: a capillary voltage of 0.5 kV, an ion source temperature of 100°C, a desolvation temperature of 400°C, a desolvation gas flow rate of 800 L/h, a cone voltage of 50 V, and collision energies set at 4 V for low energy and 15–60 V for high energy. Data processing was performed using UNIFI software (version 1.9.2, Waters).
The measured data were compared with the flavonoid library and traditional Chinese medicine library, yielding the following bioactive components, which were then analyzed.
DOI: 10.17632/5xmm69865c.1
title: Untargeted metabolomics data of orange peel(OP) and fermented orange peel(FOP) extracts by HPLC-Q-TOF-MS

description: In the subsequent non-targeted metabolomic profiling, FOP or OP powder (1.0 g) underwent ultrasonic extraction in a 25 mL ethanol solution (60%, v/v, HPLC grade) for 30 minutes The extract was then subjected to centrifugation at 6000 rpm for 10 minutes. The supernatant obtained was diluted tenfold with methanol and filtered through a 0.22 μm membrane prior to LC/MS analysis.
Chromatographic analysis was conducted utilizing an ACQUITY HPLC I-Class system in conjunction with a Xevo G3-XS QTOF mass spectrometer (Waters, USA). The chromatographic separation was carried out on a Waters BEH T3 column (1.8 μm, 2.1 mm × 150 mm), which was maintained at a temperature of 40°C. The mobile phase comprised (A) 0.1% formic acid in water and (B) acetonitrile, following a gradient elution program as follows: 0–1 min, 100% to 90% A; 1–3 min, 90% to 60% A; 3–10 min, 60% to 40% A; 10–20 min, 40% to 20% A; 20–27 min, 20% to 90% A; and 27–29 min, 90% A. The flow rate was maintained at 0.3 mL/min, with a detection wavelength set at 350 nm and an injection volume of 10 μL.
In the mass spectrometry analysis, an electrospray ionization (ESI) source was utilized in both positive and negative ionization modes, covering a mass range of 50–1200 Da. MSE data acquisition was conducted under the following conditions: a capillary voltage of 0.5 kV, an ion source temperature of 100°C, a desolvation temperature of 400°C, a desolvation gas flow rate of 800 L/h, a cone voltage of 50 V, and collision energies set at 4 V for low energy and 15–60 V for high energy. Data processing was performed using UNIFI software (version 1.9.2, Waters).
The measured data were compared with the flavonoid library and traditional Chinese medicine library, yielding the following bioactive components, which were then analyzed.
DOI: 10.17632/kkpvn43zn4
title: Dialkene-Induced Radical Cycle Amplification and Reactive Aldehydes Formation: Synergistic Impacts on Ozone Production

description: Data used in the manuscript submitted to Geophysical Research Letters with a title of "Dialkene-Induced Radical Cycle Amplification and Reactive Aldehydes Formation: Synergistic Impacts on Ozone Production"
DOI: 10.17632/kkpvn43zn4.1
title: Dialkene-Induced Radical Cycle Amplification and Reactive Aldehydes Formation: Synergistic Impacts on Ozone Production

description: Data used in the manuscript submitted to Geophysical Research Letters with a title of "Dialkene-Induced Radical Cycle Amplification and Reactive Aldehydes Formation: Synergistic Impacts on Ozone Production"