cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2m56ab
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Myrospermum sousanum A.Delgado & M.C.Johnst."
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001093-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nh7d23dgnw.1
title: Oil Palm Tree Detection for Anomaly Identification

description: This dataset supports an advanced artificial vision system for detecting anomalies in oil palm (Elaeis guineensis) crops. It consists of RGB captured using a DJI Phantom 4 Multispectral UAV. The dataset is labeled into two main classes: 'PalmSan' (healthy palms) and 'PalmAnom' (anomalous palms). It was used to train and validate a Faster R-CNN with ResNet-50 FPN model, fine-tuned in PyTorch. The dataset plays a crucial role in high-accuracy classification for automated disease detection and stress assessment, contributing to scalable and sustainable precision agriculture solutions.
DOI: 10.17632/ggg57whdvj
title: Evaluating the Superiority of Balanced Nutrition Over Vaccination in Mitigating Infectious Bronchitis Impacts on Broilers

description: This study evaluated the impact of balanced diets and vaccinations in the first week of life on broilers' performance, mortality, intestinal health, and liver enzymes affected by the infectious bronchitis virus (IBV) during the finisher phase. 120-day-old Ross 308 broiler chicks were raised in 12 pens using a randomized design, divided into three groups with four replicates each. The treatments included unbalanced diets for both vaccinated and unvaccinated groups and a balanced corn and soybean meal diet. IBV-infected chickens were introduced to all groups for 2 to 3 days at 25 days of age. Results showed that a balanced diet significantly improved average body weight, weight gain, and feed intake (P&lt;0.05) and decreased mortality rates after IBV exposure (P&lt;0.05). It also enhanced carcass weight, increased the relative lengths of the duodenum, jejunum, and ileum, and improved intestinal villus height and surface area (P&lt;0.05) while reducing crypt depth (P&lt;0.05). Additionally, liver Alkaline phosphatase (ALP) and Alanine transaminase (ALT) levels significantly decreased (P&lt;0.05). In conclusion, a balanced diet during the starter phase supports better growth, nutrient absorption, liver function, and immune development. This leads to improved health and reduced mortality from IBV, and it proves more effective than vaccination in combating the virus.
DOI: 10.17632/ggg57whdvj.1
title: Evaluating the Superiority of Balanced Nutrition Over Vaccination in Mitigating Infectious Bronchitis Impacts on Broilers

description: This study evaluated the impact of balanced diets and vaccinations in the first week of life on broilers' performance, mortality, intestinal health, and liver enzymes affected by the infectious bronchitis virus (IBV) during the finisher phase. 120-day-old Ross 308 broiler chicks were raised in 12 pens using a randomized design, divided into three groups with four replicates each. The treatments included unbalanced diets for both vaccinated and unvaccinated groups and a balanced corn and soybean meal diet. IBV-infected chickens were introduced to all groups for 2 to 3 days at 25 days of age. Results showed that a balanced diet significantly improved average body weight, weight gain, and feed intake (P&lt;0.05) and decreased mortality rates after IBV exposure (P&lt;0.05). It also enhanced carcass weight, increased the relative lengths of the duodenum, jejunum, and ileum, and improved intestinal villus height and surface area (P&lt;0.05) while reducing crypt depth (P&lt;0.05). Additionally, liver Alkaline phosphatase (ALP) and Alanine transaminase (ALT) levels significantly decreased (P&lt;0.05). In conclusion, a balanced diet during the starter phase supports better growth, nutrient absorption, liver function, and immune development. This leads to improved health and reduced mortality from IBV, and it proves more effective than vaccination in combating the virus.
DOI: 10.15468/dl.ubarct
title: Occurrence Download

description: A dataset containing 976 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((6.10211 46.3348,6.1042 46.33617,6.10468 46.3366,6.10525 46.33673,6.10603 46.33721,6.10777 46.34005,6.10744 46.34137,6.10731 46.34312,6.10649 46.34422,6.10523 46.34378,6.10438 46.34409,6.1038 46.34468,6.10256 46.34398,6.10168 46.34372,6.10041 46.34303,6.09925 46.34274,6.09829 46.34266,6.09757 46.34236,6.0969 46.34189,6.09625 46.34196,6.09723 46.33966,6.0981 46.33846,6.0981 46.33778,6.09856 46.33706,6.09954 46.33552,6.10211 46.3348))"
 ]
}

 The dataset includes 976 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001094-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6bcchd6cm8.1
title: Covered Interest Parity: A Forecasting Approach to Estimate the Neutral Band

description: Data and codes for replicating results in "Covered Interest Parity: A Forecasting Approach to Estimate the
Neutral Band". Start in the "Readme" file.
DOI: 10.17632/n9ys3nwy4k.1
title: Phylogenomic and Evolutionary Insights into Lipoprotein Lipase Genes (lpl) in Tambaqui: Gene Duplication, Tissue-Specific Expression, and Physiological Implications

description: This dataset includes two tables: (1) Predicted N-glycosylation sites in LPL/Lpla/Lplb sequences across vertebrates, and (2) Predicted N-glycosylation sites in LPL/Lpla/Lplb sequences across vertebrates, including Lpla and Lplb from tambaqui and other teleosts. Any potential crossing the default threshold of 0.5, represents a predicted glycosylated site (as long as it occurs in the required sequon Asn-Xaa-Ser/Thr without Proline at Xaa). Sites with + Potential (&lt; 0.5) are highlighted in yellow, ++ Potential (&lt; 0.5) are highlighted in green and +++ Potential (&lt; 0.75) are highlighted in blue. non-glycosylated sites - Potential (&lt; 0.5) are highlighted in red
DOI: 10.17632/h3nxjj84vp.1
title: Electric vehicle charging stations and drivers dataset

description: # Data Description
## drivers.pickle
- Driver data generated by the simulator
- 667210 rows : 3 to 5 per Driver id
- 26 columns : Driver, staid, speed, chgerid etc

## meta.pickle
- Charging station data
- 30895 rows: Each electric vehicle charging station in the metropolitan area
- 25 columns : statid, chger id, chger type etc

## testset_df.pickle
- Dataset for Evaluation
- test.txt is about driverid and statid matching information
- correct answer by driverid Data with information about charging stations

## Data used in the experiment
### train.txt
- Charger stations used by driver
- driver : 0 ~ 185335
### test.txt
- Charger stations used by the driver
- Answer Data
- driver : 0 ~ 185335
DOI: 10.15468/dl.trr4zp
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-145.80896 -46.94113,23.80896 -46.94113,23.80896 20.94113,-145.80896 20.94113,-145.80896 -46.94113))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoneutria fera Perty, 1833"
 ]
}

 The dataset includes 731 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jjdfy3c7dc.1
title: Jobos Bay NERR - core JOB 4 datasets

description: Sedimentological datasets for core JOB 4, extracted from Jobos Bay NERR (Puerto Rico).
DOI: 10.6084/m9.figshare.28561340
title: Raw Data and Data Analysis Methods for manuscript:<b><i>Breaking Established Reactivity Trends with Single-Atom Alloys</i></b>

description: This item includes all the data presented in the main text and SI. It contains the raw data for surface science (including the raw data used in the TPD analysis in the OPJU file), the raw data for flow reactor studies, and the raw data for DFT and GT-KMC simulations. Additionally, it includes a data analysis guide detailing how the raw data was analyzed and converted into the data presented in the main text and SI.
DOI: 10.17632/hzn55f3gn6.1
title: Data for Examining the North Atlantic Subtropical High and Summer Rainfall in the Southeastern United States

description: Included are four Microsoft Excel files with data for 1980-2024. The files are as follows:
1. Seasonal NASH values. The file contains values for 11 variables forthe North Atlantic Subtropical High (NASH).
2. Daily rainfall totals - 60 stations. The file contains daily rainfall totals for 60 stations within and proximate to the southeastern United States.
3. Daily rainfall totals - 55 stations. The file contains daily rainfall totals for 55 stations in 12 rainfall regions in the southeastern United States.
4. Seasonal rainfall values. The file contains seasonal rainfall regions for the 12 rainfall regions for the southeastern United States as a whole.
DOI: 10.15468/dl.jmkkfh
title: Occurrence Download

description: A dataset containing 926459 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoring scheme of birds and mammals that are visiting bird feeders during winter"
 ]
}

 The dataset includes 926459 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001089-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c642d2xzf8.1
title: Supplementary Tables

description: Supplementary Table 1 X-ray intensities at the two flank positions (i.e., Lα and Lβ) of 8 references glasses with known FeOt and Fe2+/ΣFe ratio
Supplementary Table 2 Fe oxidation state and chemical composition of impact glasses in CE-6 samples
DOI: 10.17632/r7s8xgd2nf.1
title: Supporting Information for "Metagenome-assembled genomes and metatranscriptome analysis of perfluorooctane sulfonate-reducing bacteria enriched from activated sludge"

description: Supplementary Tables and Figures for "Metagenome-assembled genomes and metatranscriptome analysis of perfluorooctane sulfonate-reducing bacteria enriched from activated sludge" by Sovannlaksmy Sorn, Norihisa Matsuura, and Ryo Honda.
DOI: 10.15468/dl.k7sgkh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thamnurgides indicus Eggers, 1936",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001097-250310093411724/datasets/export for details.
DOI: 10.17632/777rhg2t4m.1
title: Ground-level CCN measurements used to validate the predictability accuracy of the ML mode in NCP

description: Field campaigns were used to validate the predictability accuracy of the machine learning-based NCCN model in North China Plain. Details about the observations could be found in Fan et al. (2020), Ren et al. (2018), and Zhang et al. (2019).
DOI: 10.15468/dl.m3cjns
title: Occurrence Download

description: A dataset listing the 270 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is ESP.11_1",
 "Month is one of (April, May)",
 "OccurrenceStatus is Present",
 "Year 2020-2023"
 ]
}

 The dataset's 270 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001090-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14854024
title: Forward generated in silico MS2 libraries of Norman SusDat S0 version 2024, generated using CFM-ID v. 4.4.7
DOI: 10.5281/zenodo.14854025
title: Forward generated in silico MS2 libraries of Norman SusDat S0 version 2024, generated using CFM-ID v. 4.4.7
DOI: 10.34740/kaggle/dsv/10985402
title: llms.txt
DOI: 10.5281/zenodo.15002612
title: A DIA-MS-based phosphoproteomics data processed by DIA-NN 2.0.2

description: Data from (Skowronek et al., Mol Cell Proteomics, 2022) associated with the paper

Pham TV, Henneman AA, Truong NX, Jimenez CR, msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease, Bioinformatics, 2024;btae432, https://doi.org/10.1093/bioinformatics/btae432

reprocessed by DIA-NN 2.0.2 (Demichev et al., Nature Methods, 2020) with the switch `--export-quant` turned on.
DOI: 10.5281/zenodo.15002613
title: A DIA-MS-based phosphoproteomics data processed by DIA-NN 2.0.2

description: Data from (Skowronek et al., Mol Cell Proteomics, 2022) associated with the paper

Pham TV, Henneman AA, Truong NX, Jimenez CR, msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease, Bioinformatics, 2024;btae432, https://doi.org/10.1093/bioinformatics/btae432

reprocessed by DIA-NN 2.0.2 (Demichev et al., Nature Methods, 2020) with the switch `--export-quant` turned on.
DOI: 10.15468/dl.qngm6p
title: Occurrence Download

description: A dataset containing 3160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 3160 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001098-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ypj9s32tn6.1
title: BCL-Global-Ghost-Cities

description: The code file gives the calculation process of data respectively, and the excel file gives the obtained data.
DOI: 10.17632/ypj9s32tn6.2
title: Global-Ghost-Cities

description: The code file gives the calculation process of data respectively, and the excel file gives the obtained data.
DOI: 10.17632/ypj9s32tn6.3
title: GloGCI-World Ghost Cities Index Ranking

description: Due to rapid urbanization over the past 20 years, many newly developed areas have lagged in socio-economic maturity, creating an imbalance with older cities and leading to the rise of "ghost cities". However, the complexity of socio-economic factors has hindered global studies from measuring this phenomenon. To address this gap, a unified framework based on urban vitality theory and multi-source data is proposed to measure the Ghost City Index (GCI), which has been validated using various data sources. The study encompasses 8,841 natural cities worldwide with areas exceeding 5 km², categorizing each into new urban areas (developed after 2005) and old urban areas (developed before 2005). Urban vitality was gauged using the density of road networks, points of interest (POIs), and population density with 1 km resolution across morphological, functional, and social dimensions. By comparing urban vitality in new and old urban areas, we quantify the GCI globally using the theory of urban vitality for the first time. The results reveal that the vitality of new urban areas is 7.69% that of old ones. The top 5% (442) of cities were designated as ghost cities, a finding mirrored by news media and other research. This study sheds light on strategies for sustainable global urbanization, crucial for the United Nations' Sustainable Development Goals.

The code file gives the calculation process of data respectively, and the excel file gives the obtained data.

Ref: Zhang, Y., Tu, T., & Long, Y. (2025). Inferring ghost cities on the globe in newly developed urban areas based on urban vitality with multi-source data. Habitat International, 158, 103350. https://doi.org/10.1016/j.habitatint.2025.103350
DOI: 10.17632/ysxsknw2rb.1
title: Global-Harmonized-Urban definition/boundary/extent-with PPRUA

description: This data is the global urban boundary of 222 scenarios combined by different population data sets, population density and population size thresholds, and the GIS model builder for calculating these data. See the README file for details.
DOI: 10.17632/ysxsknw2rb.2
title: GloPPRUA-Global harmonized urban definition/boundary/extent

description: This data is the global urban boundary of 222 scenarios combined by different population data sets, population density and population size thresholds, and the GIS model builder for calculating these data. See the README file for details.
DOI: 10.17632/b4t2wxhn2y.1
title: CMAB-A First National-Scale Multi-Attribute Building Dataset

description: This data is the building data with a total rooftop area of 21.3 billion square meters in 3,667 natural cities in China, including the attribute of building height, function, age and quality, as well as the code files used to calculate these data. The deep learning models used are OCRNet, XGBoost and Yolo-v8. Please refer to the paper and README file for details of specific parameters.
DOI: 10.17632/b4t2wxhn2y.2
title: CMAB-A First National-Scale Multi-Attribute Building Dataset

description: This data is the building dataset with a total rooftop area of 23.6 billion square meters in 3,667 natural cities in China, including the attribute of building rooftop, height, structure, function, age, style and quality, as well as the code files used to calculate these data. The deep learning models used are OCRNet, XGBoost, fine-tuned CLIP and Yolo-v8. Please refer to the paper and README file for details of specific parameters. The post-processing files of building cracks are put on the Baidu disk link because of their large size: https://pan.baidu.com/s/1dSHj7PAWVvTZzwbKGz-_1w? pwd=1111
Extraction code: 1111.
DOI: 10.17632/b4t2wxhn2y.3
title: CMAB-A First National-Scale Multi-Attribute Building Dataset

description: This data is the building dataset with a total rooftop area of 23.6 billion square meters in 3,667 natural cities in China, including the attribute of building rooftop, height, structure, function, age, style and quality, as well as the code files used to calculate these data. The deep learning models used are OCRNet, XGBoost, fine-tuned CLIP and Yolo-v8. Please refer to the paper and README file for details of specific parameters.
DOI: 10.17632/b4t2wxhn2y.4
title: CMAB-A First National-Scale Multi-Attribute Building Dataset

description: This data is the building dataset with a total rooftop area of 23.6 billion square meters in 3,667 natural cities in China, including the attribute of building rooftop, height, structure, function, age, style and quality, as well as the code files used to calculate these data. The deep learning models used are OCRNet, XGBoost, fine-tuned CLIP and Yolo-v8. Please refer to the paper and README file for details of specific parameters. This building data is the original version, and the processed version can be viewed here: 10.6084/m9.figshare.27992417. Related papers are published in Scientific Data.
DOI: 10.17632/b4t2wxhn2y.5
title: CMAB-The World's First National-Scale Multi-Attribute Building Dataset

description: This data is the building dataset with a total rooftop area of 23.6 billion square meters in 3,667 natural cities in China, including the attribute of building rooftop, height, structure, function, age, style and quality, as well as the code files used to calculate these data. The deep learning models used are OCRNet, XGBoost, fine-tuned CLIP and Yolo-v8. Please refer to the paper and README file for details of specific parameters. This building data is the original version, and the processed version can be viewed here: 10.6084/m9.figshare.27992417. Related papers are published in Scientific Data.
DOI: 10.15468/dl.8h66rr
title: Occurrence Download

description: A dataset listing the 86 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is IberArthro: A database compiling taxonomic and distributional data on Ibero-Balearic arthropods",
 "GadmGid is ESP.11_1",
 "Month is one of (April, May)",
 "OccurrenceStatus is Present",
 "Year 2020-2023"
 ]
}

 The dataset's 86 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001095-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vp8vrj8m72.1
title: Efficacy and Safety of High- vs Low-Dose Sirolimus in Patients with Kaposiform Hemangioendothelioma: A Randomized Clinical Trial

description: Sirolimus is recommended for the treatment of kaposiform hemangioendothelioma (KHE). However, the optimal sirolimus dose for the treatment of KHE remains unknown. A prospective multicenter study was conducted to evaluate the noninferiority and safety of low-dose versus high-dose sirolimus in patients exhibiting KHE without Kasabach–Merritt phenomenon (KMP). Among the 79 participants included in the study, low-dose sirolimus is noninferior to high-dose sirolimus, suggesting that it may be an effective and safe option for KHE without KMP.
DOI: 10.15468/dl.c6earc
title: Occurrence Download

description: A dataset containing 6461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pongo pygmaeus (Linnaeus, 1760)"
 ]
}

 The dataset includes 6461 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001102-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hbn8k4m6r7.1
title: Crack length data of the circular specimens under torsional cyclic loads with outer initial precrack

description: The response of the materials under the action of cyclic loads is always a topic of interest of the engineers and researchers. In this dataset is showed the results for the torsional fatigue test of the cylindrical cross section specimens. A longitudinal crack was induced in the outter diameter. The specimen material is AISI 1015 steel. Fatigue test was realized in the torsional testing machine described in the literature. The asymmetry ratio used was -1. It is showed the crack size ai respect to the number of cycles Ni and pictures of the cross section after the failure.
DOI: 10.17632/f4f2n7vsg6.1
title: On-demand removal of nano-chitosan/sodium alginate composite hemostatic sponge via metal ion capture

description: This study cleverly designed an easily removable chitosan/alginate composite hemostatic sponge using metal ion crosslinking and de-crosslinking strategies. The composite sponge rapidly expands and compresses the bleeding site after blood absorption.
DOI: 10.17632/f4f2n7vsg6.2
title: On-demand removal of nano-chitosan/sodium alginate composite hemostatic sponge via metal ion capture

description: This study cleverly designed an easily removable chitosan/alginate composite hemostatic sponge using metal ion crosslinking and de-crosslinking strategies. The composite sponge rapidly expands and compresses the bleeding site after blood absorption.
DOI: 10.17632/f4f2n7vsg6
title: On-demand removal of nano-chitosan/sodium alginate composite hemostatic sponge via metal ion capture

description: This study cleverly designed an easily removable chitosan/alginate composite hemostatic sponge using metal ion crosslinking and de-crosslinking strategies. The composite sponge rapidly expands and compresses the bleeding site after blood absorption.
DOI: 10.17632/f4f2n7vsg6.3
title: On-demand removal of nano-chitosan/sodium alginate composite hemostatic sponge via metal ion capture

description: This study cleverly designed an easily removable chitosan/alginate composite hemostatic sponge using metal ion crosslinking and de-crosslinking strategies. The composite sponge rapidly expands and compresses the bleeding site after blood absorption.