cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yh52f4
title: Occurrence Download

description: A dataset listing the 167 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-0.77539 48.09283,-0.77518 48.09184,-0.77399 48.08919,-0.7722 48.0867,-0.76987 48.08442,-0.76704 48.08241,-0.76686 48.0823,-0.76352 48.08056,-0.75981 48.0792,-0.75582 48.07824,-0.7554 48.07817,-0.75143 48.07765,-0.7474 48.07755,-0.74339 48.07785,-0.73949 48.07855,-0.73579 48.07963,-0.73237 48.08107,-0.72932 48.08284,-0.7267 48.0849,-0.72456 48.0872,-0.72297 48.08968,-0.72195 48.0923,-0.72182 48.09278,-0.72181 48.09282,-0.72173 48.09311,-0.72165 48.0934,-0.72164 48.09343,-0.72155 48.09377,-0.72113 48.09656,-0.72136 48.09936,-0.72224 48.1021,-0.72375 48.10471,-0.72584 48.10714,-0.72846 48.10932,-0.73157 48.1112,-0.73507 48.11273,-0.73888 48.11388,-0.74104 48.11428,-0.74105 48.11428,-0.74107 48.11428,-0.74291 48.11462,-0.74355 48.11467,-0.74511 48.11491,-0.74927 48.11512,-0.75342 48.11489,-0.75747 48.11423,-0.76132 48.11316,-0.76488 48.11171,-0.76805 48.1099,-0.77078 48.10779,-0.77298 48.10542,-0.7746 48.10285,-0.77562 48.10015,-0.776 48.09737,-0.776 48.09722,-0.77596 48.09602,-0.77595 48.09585,-0.7759 48.09534,-0.77585 48.09497,-0.7754 48.09285,-0.77539 48.09283)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
}

 The dataset's 167 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069065-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zx7pb7
title: Occurrence Download

description: A dataset containing 3559653207 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "1000-2025"
 ]
}

 The dataset includes 3559653207 records from 79017 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068870-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n46nhq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus marlipoensis"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069068-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gfkwnz58nc.2
title: Data Availability - Wu and Xie. (Geophysical Research Letters,2026)

description: This dataset supports the article by Wu and Xie. (Geophysical Research Letters,2026) and is necessary to represent the results presented in the figures of the articles.
DOI: 10.15468/dl.q9ar3t
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus monimotricha"
 ]
}

 The dataset includes 411 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069069-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8jg6ry4wbz
title: Seasonal timing of extreme drought events drives functional trait shifts and plasticity in dominant Inner Mongolian steppe grasses

description: Extreme droughts are intensifying, and their seasonal timing significantly influences plant functional traits in semi-arid grasslands. This study applied imposed extreme drought conditions in spring, summer, or autumn to three dominant steppe grasses (Leymus chinensis, Stipa krylovii, and Cleistogenes squarrosa) in a temperate steppe in Inner Mongolia, measuring 12 functional traits and soil moisture at four depths. Linear mixed-effects models and response coefficients (RC; trait change relative to control) indicated that summer drought caused the most significant deviations from ambient conditions, primarily affecting surface soils. Leaf-size traits (leaf area, width) showed the greatest responsiveness, with leaf nitrogen concentration consistently increasing under summer drought, while leaf C:N ratio declined. Species-specific strategies emerged: S. krylovii displayed substantial biomass and cover gains in spring and summer, followed by reductions in plant height and leaf size in autumn; C. squarrosa exhibited predominantly negative responses across traits, particularly in the summer and autumn; and L. chinensis showed minimal changes, with slight increases in acquisitive leaf traits during summer and small structural declines in spring and autumn. These findings highlight the importance of drought timing, species identity, and their interaction in shaping functional reconfiguration. Simple leaf-size and nitrogen metrics offer seasonally relevant indicators for monitoring and preserving steppe resilience amid escalating climatic extremes.
DOI: 10.17632/8jg6ry4wbz.1
title: Seasonal timing of extreme drought events drives functional trait shifts and plasticity in dominant Inner Mongolian steppe grasses

description: Extreme droughts are intensifying, and their seasonal timing significantly influences plant functional traits in semi-arid grasslands. This study applied imposed extreme drought conditions in spring, summer, or autumn to three dominant steppe grasses (Leymus chinensis, Stipa krylovii, and Cleistogenes squarrosa) in a temperate steppe in Inner Mongolia, measuring 12 functional traits and soil moisture at four depths. Linear mixed-effects models and response coefficients (RC; trait change relative to control) indicated that summer drought caused the most significant deviations from ambient conditions, primarily affecting surface soils. Leaf-size traits (leaf area, width) showed the greatest responsiveness, with leaf nitrogen concentration consistently increasing under summer drought, while leaf C:N ratio declined. Species-specific strategies emerged: S. krylovii displayed substantial biomass and cover gains in spring and summer, followed by reductions in plant height and leaf size in autumn; C. squarrosa exhibited predominantly negative responses across traits, particularly in the summer and autumn; and L. chinensis showed minimal changes, with slight increases in acquisitive leaf traits during summer and small structural declines in spring and autumn. These findings highlight the importance of drought timing, species identity, and their interaction in shaping functional reconfiguration. Simple leaf-size and nitrogen metrics offer seasonally relevant indicators for monitoring and preserving steppe resilience amid escalating climatic extremes.
DOI: 10.17632/9b5gzz2bp9
title: Good and Bad Classification of Mutton

description: Capara hircus commonly known is a widely consumed in South Asia. It is valued for its High calorie content and high moisture level, making it suitable for healthy and Good. Mutton is a no source of dietary fiber, vitamins such as vitamin B12 and Vitamin B3 and essential minerals including potassium, magnesium, and iron, which support digestion, immunity, and cardiovascular health.
The standard shelf life of Capra hircus depends mainly on storage conditions:
At ambient (room) temperature (4 - 17 °C)
1–2 days . Rapid moisture loss, softening, and microbial spoilage occur due to high respiration rate.
The Mutton showing deep red or light to dark red to with relatively smooth and intact skin represent better-preserved samples, although slight shrivelling and surface dullness suggest moisture loss and advancing senescence. In contrast, the severely deteriorated dull grey, brownish-red, or green exhibits discoloration, extensive fungal growth (white mycelium), tissue softening, and surface decay, which are typical symptoms of microbial spoilage and over-ripening. These changes reflect high respiration rate, enzymatic breakdown of tissues, and microbial invasion during prolonged storage. The image clearly demonstrates that after 2 days, Mutton stored under uncontrolled or suboptimal conditions becomes unacceptable for consumption, confirming its limited shelf life.
Sample collection:-
Fresh and mature Mutton of Capra hircus were collected from local markets of Malda town, West Bengal, India (24°59′N, 88°08′E), and the collection location was mapped using GPS coordinates. Immediately after procurement, the samples were sorted to remove damaged. The selected Mutton samples were first washed thoroughly with normal tap water to remove adhering soil and surface impurities. Digital images of the samples were captured using a smartphone (Realme C63 5g) operating on Android version 15. The device was equipped with an processor (MediaTak Dimensity 6300 GHz), 8 GB RAM, and 128 GB internal storage.Image acquisition was carried out daily for 1-2 consecutive days after purchase to monitor visual quality changes and shelf-life deterioration. 
Approximately 1000 images were captured per day, out of which 500 high-quality images per day were selected based on clarity, focus, and uniform illumination for further analysis. The image dataset was used to study progressive changes in color, texture, surface integrity, and microbial spoilage during storage. This systematic image acquisition protocol enabled continuous non-destructive monitoring of Mutton quality throughout the storage period.
In this dataset, the bad image folder contains 500 images of Capra Hircus , and the good image folder also contains 500 images of Capra Hircus .
Therefore, the total number of images in the dataset is 1000
DOI: 10.17632/9b5gzz2bp9.1
title: Good and Bad Classification of Mutton

description: Capara hircus commonly known is a widely consumed in South Asia. It is valued for its High calorie content and high moisture level, making it suitable for healthy and Good. Mutton is a no source of dietary fiber, vitamins such as vitamin B12 and Vitamin B3 and essential minerals including potassium, magnesium, and iron, which support digestion, immunity, and cardiovascular health.
The standard shelf life of Capra hircus depends mainly on storage conditions:
At ambient (room) temperature (4 - 17 °C)
1–2 days . Rapid moisture loss, softening, and microbial spoilage occur due to high respiration rate.
The Mutton showing deep red or light to dark red to with relatively smooth and intact skin represent better-preserved samples, although slight shrivelling and surface dullness suggest moisture loss and advancing senescence. In contrast, the severely deteriorated dull grey, brownish-red, or green exhibits discoloration, extensive fungal growth (white mycelium), tissue softening, and surface decay, which are typical symptoms of microbial spoilage and over-ripening. These changes reflect high respiration rate, enzymatic breakdown of tissues, and microbial invasion during prolonged storage. The image clearly demonstrates that after 2 days, Mutton stored under uncontrolled or suboptimal conditions becomes unacceptable for consumption, confirming its limited shelf life.
Sample collection:-
Fresh and mature Mutton of Capra hircus were collected from local markets of Malda town, West Bengal, India (24°59′N, 88°08′E), and the collection location was mapped using GPS coordinates. Immediately after procurement, the samples were sorted to remove damaged. The selected Mutton samples were first washed thoroughly with normal tap water to remove adhering soil and surface impurities. Digital images of the samples were captured using a smartphone (Realme C63 5g) operating on Android version 15. The device was equipped with an processor (MediaTak Dimensity 6300 GHz), 8 GB RAM, and 128 GB internal storage.Image acquisition was carried out daily for 1-2 consecutive days after purchase to monitor visual quality changes and shelf-life deterioration. 
Approximately 1000 images were captured per day, out of which 500 high-quality images per day were selected based on clarity, focus, and uniform illumination for further analysis. The image dataset was used to study progressive changes in color, texture, surface integrity, and microbial spoilage during storage. This systematic image acquisition protocol enabled continuous non-destructive monitoring of Mutton quality throughout the storage period.
In this dataset, the bad image folder contains 500 images of Capra Hircus , and the good image folder also contains 500 images of Capra Hircus .
Therefore, the total number of images in the dataset is 1000
DOI: 10.17632/y8rvgffvtf.2
title: Exceptional Carbon Sink Potential of Shenzhen Mangroves and a Machine-Learning Framework for Addressing Sparse Global Observations

description: Eddy covariance based - Half hourly raw carbon, energy fluxes data from Shenzhen mangrove forest.
DOI: 10.17632/v8pfjh77yh
title: Prevalence of Low Bone Mineral Density in Women Living with HIV and Associated Factors

description: Data Description: This dataset contains the raw data from a cross-sectional study investigating the prevalence of Low Bone Mineral Density (BMD) among women living with HIV and its associated risk factors.

Dataset Overview: The Excel file includes several key parameters:

Demographics: Age, Body Mass Index (BMI), and menopausal status.

HIV Clinical Profile: Duration of HIV infection, type of Antiretroviral Therapy (ART) regimens, and viral load levels.

Bone Density Measurements: T-scores and Z-scores obtained from Dual-energy X-ray Absorptiometry (DXA) scans of the lumbar spine and femoral neck.

Lifestyle & Other Factors: Smoking status, physical activity levels, and history of fractures.

Usage: The data is intended for researchers performing meta-analyses or comparative studies regarding bone health in the context of HIV. All participant data has been anonymized to ensure privacy and ethical compliance.
DOI: 10.17632/v8pfjh77yh.1
title: Prevalence of Low Bone Mineral Density in Women Living with HIV and Associated Factors

description: Data Description: This dataset contains the raw data from a cross-sectional study investigating the prevalence of Low Bone Mineral Density (BMD) among women living with HIV and its associated risk factors.

Dataset Overview: The Excel file includes several key parameters:

Demographics: Age, Body Mass Index (BMI), and menopausal status.

HIV Clinical Profile: Duration of HIV infection, type of Antiretroviral Therapy (ART) regimens, and viral load levels.

Bone Density Measurements: T-scores and Z-scores obtained from Dual-energy X-ray Absorptiometry (DXA) scans of the lumbar spine and femoral neck.

Lifestyle & Other Factors: Smoking status, physical activity levels, and history of fractures.

Usage: The data is intended for researchers performing meta-analyses or comparative studies regarding bone health in the context of HIV. All participant data has been anonymized to ensure privacy and ethical compliance.
DOI: 10.17632/9ggz9jrrb9
title: Antibiotic resistance genes in Yuncheng Salt Lake wetland and their indications on microbial C, N, and S metabolic functions

description: The data and code required for this research.
DOI: 10.17632/9ggz9jrrb9.1
title: Antibiotic resistance genes in Yuncheng Salt Lake wetland and their indications on microbial C, N, and S metabolic functions

description: The data and code required for this research.
DOI: 10.17632/c9jtdd9ff5
title: Coupling X-ray absorption spectroscopy and chemical extractions to investigate phosphorus phase partitioning in Ningxiang iron deposits

description: Raw data for the manuscript to be published by Geochimica et Cosmochimica Acta as “Coupling X-ray absorption spectroscopy and chemical extractions to investigate phosphorus phase partitioning in Ningxiang iron deposits”
DOI: 10.17632/c9jtdd9ff5.2
title: Coupling X-ray absorption spectroscopy and chemical extractions to investigate phosphorus phase partitioning in Ningxiang iron deposits

description: Raw data for the manuscript to be published by Geochimica et Cosmochimica Acta as “Coupling X-ray absorption spectroscopy and chemical extractions to investigate phosphorus phase partitioning in Ningxiang iron deposits”
DOI: 10.17632/k5npbmm2s2
title: GSD and RT

description: data and code for the reserch of GSD and RT
DOI: 10.17632/k5npbmm2s2.1
title: GSD and RT

description: data and code for the reserch of GSD and RT
DOI: 10.17632/ynvf6pp5py
title: Original images of microstructures for LPBF-fabricated Cu-Cr-Zr-based composite

description: Original Images.
DOI: 10.17632/ynvf6pp5py.1
title: Original images of microstructures for LPBF-fabricated Cu-Cr-Zr-based composite

description: Original Images.
DOI: 10.17632/5sm6s59jvn
title: Expert and Pilot Validation of a Blockchain Adoption Instrument for Real-Time Tax Compliance in Nigeria

description: The data consist of expert-validated and pilot survey responses collected to support the development and validation of a questionnaire measuring blockchain adoption readiness for real-time tax compliance in Nigeria. The dataset includes structured responses to Likert-scale items covering six dimensions: tax compliance operations, technological infrastructure, regulatory policies, stakeholder engagement, tax policy effectiveness, and respondent demographics. Data were obtained through an expert validation process and a pilot survey (n = 52), and are presented in anonymized, non-identifiable form. The dataset is intended to support instrument validation, exploratory analysis, and future empirical research on digital governance and technology adoption in public sector tax administration.
DOI: 10.17632/5sm6s59jvn.1
title: Expert and Pilot Validation of a Blockchain Adoption Instrument for Real-Time Tax Compliance in Nigeria

description: The data consist of expert-validated and pilot survey responses collected to support the development and validation of a questionnaire measuring blockchain adoption readiness for real-time tax compliance in Nigeria. The dataset includes structured responses to Likert-scale items covering six dimensions: tax compliance operations, technological infrastructure, regulatory policies, stakeholder engagement, tax policy effectiveness, and respondent demographics. Data were obtained through an expert validation process and a pilot survey (n = 52), and are presented in anonymized, non-identifiable form. The dataset is intended to support instrument validation, exploratory analysis, and future empirical research on digital governance and technology adoption in public sector tax administration.
DOI: 10.17632/zdpxdkx6rn
title: Dataset: Practical considerations and limitations of online EIS-based battery internal temperature estimation in traction applications

description: This research aims to find an universally applicable impedance feature and
frequency range for electrochemical impedance spectroscopy (EIS)-based internal
cell temperature estimation independent of of cell capacity and chemistry. Based
on this meta-analysis of 68 publications comprising 83 cells, extended by our
own measurements, we propose the impedance phase, evaluated at frequencies
between 100 Hz and 1 kHz, as an optimal estimator for internal cell temperature.

This repository contains three datasets of battery EIS data and derived
parameters compiled from multiple published studies and our own experimental
data:

1. Dataset A: Temperature sensitivities of 86 EIS-based internal cell
 temperature estimators
2. Dataset B: Nyquist curve features of 44 cells
3. EIS: EIS measurements from six cells as a function of temperature

For detailed information about data structure, experimental protocols, and data
processing methodologies, refer to the README.md file included with the dataset.

Corresponding publication: https://doi.org/10.1016/j.jpowsour.2025.239111
DOI: 10.17632/zdpxdkx6rn.1
title: Dataset: Practical considerations and limitations of online EIS-based battery internal temperature estimation in traction applications

description: This research aims to find an universally applicable impedance feature and
frequency range for electrochemical impedance spectroscopy (EIS)-based internal
cell temperature estimation independent of of cell capacity and chemistry. Based
on this meta-analysis of 68 publications comprising 83 cells, extended by our
own measurements, we propose the impedance phase, evaluated at frequencies
between 100 Hz and 1 kHz, as an optimal estimator for internal cell temperature.

This repository contains three datasets of battery EIS data and derived
parameters compiled from multiple published studies and our own experimental
data:

1. Dataset A: Temperature sensitivities of 86 EIS-based internal cell
 temperature estimators
2. Dataset B: Nyquist curve features of 44 cells
3. EIS: EIS measurements from six cells as a function of temperature

For detailed information about data structure, experimental protocols, and data
processing methodologies, refer to the README.md file included with the dataset.

Corresponding publication: https://doi.org/10.1016/j.jpowsour.2025.239111
DOI: 10.17632/2mv293bzpy
title: Source Data and Supplementary information of :" Space weathering of Chang'E-6 metal-bearing opaque phases indicates the evolution of volatiles in solar nebula"

description: Source Data of :" Space weathering of Chang'E-6 metal-bearing opaque phases indicates the evolution of volatiles in solar nebula"
DOI: 10.17632/2mv293bzpy.2
title: Source Data and Supplementary information of :" Space weathering of Chang'E-6 metal-bearing opaque phases indicates the evolution of volatiles in solar nebula"

description: Source Data of :" Space weathering of Chang'E-6 metal-bearing opaque phases indicates the evolution of volatiles in solar nebula"
DOI: 10.34740/kaggle/dsv/14341195
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.wv2vqy
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stuckenia pectinata",
 "Year 1970-2000"
 ]
}

 The dataset includes 194 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069070-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mbs6d2sn2v
title: 冠层穿透雨减少对马尾松人工混交林土壤碳固持的影响机制研究_附录

description: 博士学位论文附录
DOI: 10.17632/mbs6d2sn2v.1
title: 冠层穿透雨减少对马尾松人工混交林土壤碳固持的影响机制研究_附录

description: 博士学位论文附录