cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8t95kp
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is one of (Gaualgeschein, les hauteuts près Bingen, Gaualgesheim, Gaualgesheim (near), Gaualgesheim près Bingen, Gaualgesheim, Felder, Gaualgesheim (Nassau), Gaualgesheim., Gaualgesheim. Oestrich (Nassau)., Gaualgesheim: Auf Tertiärkalk am Ockenheimer Hörnc, Gaualgesheim: Felder und Gebüsche der Tegelformati, Gaualgesheim: In Gebüschen auf Tertiärkalk, Gaualgesheim; In sylvis, Gaualgesheimer \"Kopf\" bei Bingen., Gaualgesheimer Berg [=Gau-Algesheim], Gaualgesheimer Berges bei Bingen., Gaualgesheimer Kopf, Gaualgesheimer Kopf [Landkreis Mainz-Bingen], Gaualgesheimer Kopf bei Oestich, Gaualgesheimer Kopf, Oppenheimer Seite, Rheinhesse, Gaualgesheimer Kopf, Randzone des Waldes, Waldrand)",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027690-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27naer
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anredera cordifolia (Ten.) Steenis, Allium vineale L.)"
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027691-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxhrtu
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Happywhale - Polar bear in Arctic Ocean"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027692-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5dz9f
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antigonon leptopus Hook. & Arn."
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027694-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/jkxr-p086
title: "Blockchain and IoT-Based Halal Traceability  Framework: Evidence from the Philippine Cacao  Industry"

description: "The Philippine cacao industry continues to face major challenges in halal traceability due to fragmented supply chain practices, inconsistent certification standards, and limited digital infrastructure. With increasing global demand for halal-certified products, a robust, technology-driven solution is urgently needed to strengthen transparency, compliance, and market competitiveness. This study employed a mixed-methods sequential explanatory design. Quantitative data were gathered through surveys administered to 272 stakeholders across the halal cacao supply chain\u2014including farmers, processors, distributors, consumers, exporters, regulatory bodies, and halal certifying agencies. These findings were validated through focus group discussions (FGDs) with nine(9) domain experts representing blockchain, IoT, and halal supply chain management. Survey results revealed low readiness for blockchain and IoT adoption, limited technical awareness, and fragmented traceability mechanisms. Expert validation highlighted critical gaps in compliance verification, infrastructure support, and stakeholder coordination. The proposed Blockchain and IoT-based Halal Traceability Framework integrates blockchain for tamper-proof recordkeeping, smart contracts for automated halal compliance enforcement, and IoT sensors for real-time monitoring. The system improves operational efficiency, strengthens certification integrity, and enhances consumer trust in halal-certified cacao products. Successful framework adoption requires addressing high implementation costs, limited digital literacy, and regulatory misalignment. To overcome these barriers, the study outlines a set of prioritized recommendations: pilot testing in key regions, government subsidies for smallholders, standardized certification processes, IoT deployment, and national blockchain registry development. Future research should explore cross-sector applicability, AI-enhanced analytics, and consumer adoption to support full-scale implementation and global expansion of the Philippine halal cacao industry."
DOI: 10.15468/dl.g4jk8z
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Argemone mexicana L."
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027696-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29045018
title: Figure 2 ROC

description: Receiver Operating Characteristic Curve
DOI: 10.15468/dl.uhmn2n
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eurycorymbus Hand.-Mazz."
 ]
}

 The dataset includes 191 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027697-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac4eu5
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Argemone ochroleuca Sweet"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027698-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14732162
title: Climate significance of coral-derived seawater δ18O around Xisha Islands, the South China Sea

description: This file contains the coral oxygen isotope data and its related calculated codes
DOI: 10.5281/zenodo.14732163
title: Climate significance of coral-derived seawater δ18O around Yongxing Island, the South China Sea
DOI: 10.5281/zenodo.14942895
title: Climate significance of coral-derived seawater δ18O from the northern South China Sea

description: This file contains the coral oxygen isotope data and its related calculated codes
DOI: 10.5281/zenodo.15379886
title: Climate significance of coral-derived seawater δ18O around Xisha Islands, the South China Sea

description: This file contains the coral oxygen isotope data and its related calculated codes
DOI: 10.6084/m9.figshare.29044985
title: Replication package for Borg

description: Borg is a feedback-guided fuzzer specifically designed to address the challenges of fuzzing embedded operating systems. Traditional fuzzing methods often fall short when applied to embedded systems due to their diverse implementations and specialized hardware requirements. Borg overcomes these limitations by utilizing debug interfaces and a system-independent fuzzing agent to communicate with target embedded OSs running on actual hardware.<br><br>
DOI: 10.6084/m9.figshare.29044985.v1
title: Replication package for Borg

description: Borg is a feedback-guided fuzzer specifically designed to address the challenges of fuzzing embedded operating systems. Traditional fuzzing methods often fall short when applied to embedded systems due to their diverse implementations and specialized hardware requirements. Borg overcomes these limitations by utilizing debug interfaces and a system-independent fuzzing agent to communicate with target embedded OSs running on actual hardware.<br><br>
DOI: 10.6084/m9.figshare.28458161
title: <b>Single-nucleosome imaging reveals principles of transient multiscale chromatin reorganization triggered by histone ADP-ribosylation at DNA lesions</b>

description: Timely access to DNA lesions is crucial for genome integrity. This process requires profound remodeling of densely packed chromatin to establish a repair-competent architecture. However, limited resolution has made it impossible to fully understand these remodeling events. Here, combining microirradiation with live-cell multiscale imaging, we report that DNA damage-induced changes in genome packing rely on the conformational behaviour of the chromatin fiber. Immediately after damage, a transient increase in nucleosome mobility switches chromatin from a densely-packed state to a looser conformation, making it accessible to repair. While histone poly-ADP-ribosylation is required to trigger this switch, mono-ADP-ribosylation is sufficient to maintain the open-chromatin state. The removal of these histone marks by the ARH3 hydrolase then leads to chromatin recondensation. Together, our multiscale study of chromatin dynamics establishes a global model: distinct waves of histone ADP-ribosylation control nucleosome mobility, triggering a transient breathing of chromatin, crucial for initiating the DNA damage response.
DOI: 10.15468/dl.p7cey2
title: Occurrence Download

description: A dataset containing 1382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Grus nigricollis Prjevalsky, 1876"
 ]
}

 The dataset includes 1382 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027699-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9eu3dy
title: Occurrence Download

description: A dataset containing 26426 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project"
 ]
}

 The dataset includes 26426 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027700-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28432499
title: The SESAME Human-Earth Atlas

description: The Surface Earth System Analysis and Modeling Environment (SESAME) Human-Earth Atlas includes hundreds of variables capturing both human and non-human aspects of the Earth system on two common spatial grids of 1- and 0.25-degree resolution. The Atlas is structured by common spheres, and many variables resolve changes over time. Many of the national-level tabular human system variables are downscaled to spatial grids using dasymetric mapping, accounting for country boundary changes over time. An associated software toolbox allows users to add raster, point, line, polygon, and tabular datasets, transforming them onto a standardized spatial grid at the desired resolution as well as to work conveniently with jurisdictional (e.g. country) data.



File Description:
atlas: Contains netCDF files at 1-degree resolution in netCDF format.
atlas_p25: Contains selected netCDF files at 0.25-degree resolution.
genscripts: Original Jupyter notebook scripts used to generate the atlas.
SESAME_Atlas_Documentation_v1.pdf: Documentation file for the SESAME Human-Earth Atlas.
SESAME_Human-Earth_Atlas_v1.xlsx: Comprehensive summary and documentation for the SESAME Human-Earth Atlas, including details on pre- and post-processing steps.
DOI: 10.15468/dl.uhtbst
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Collinsonia L."
 ]
}

 The dataset includes 151 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027701-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27273819
title: Bipolar Electrochemical Uranium Extraction from Seawater with Ultra-low Cell Voltage

description: The efficient extraction of abundant uranium resources from seawater can provide important raw materials for the sustainable development of green nuclear energy. The electrochemical extraction with fast kinetics and adjustable selectivity is a very promising method, which overcomes the capacity limitations of traditional physicochemical adsorption. However, conventional electrochemical systems face challenges such as high energy consumption, low extraction efficiency, and poor selectivity. Herein, we have proposed a bipolar electrochemical uranium extraction (EUE) system with ultra-low voltage. The working principle of this bipolar EUE system are based on anodic electrochemistry-assisted indirect uranium reduction coupled with cathodic direct electro-reduction of uranium species. Such a bipolar EUE device exhibits most promising EUE voltage. At an ultra-low voltage (0.6 V), the bipolar EUE efficiency is ~100% within mere 4 h encompassing a wide range of uranium concentrations (1-100 ppm). This bipolar EUE system in natural seawater displays excellent U selectivity, extraction percentage (above 85.3%), long-term stability (45 cycles) and the low energy consumption (1944 kWh kg-1 U) and economic cost (83.2 USD kg-1 U). This design and research concept of the bipolar EUE system also provides a reference for sustainable recycling of other waste resources.
DOI: 10.6084/m9.figshare.27273819.v1
title: Bipolar Electrochemical Uranium Extraction from Seawater with Ultra-low Cell Voltage

description: The efficient extraction of abundant uranium resources from seawater can provide important raw materials for the sustainable development of green nuclear energy. The electrochemical extraction with fast kinetics and adjustable selectivity is a very promising method, which overcomes the capacity limitations of traditional physicochemical adsorption. However, conventional electrochemical systems face challenges such as high energy consumption, low extraction efficiency, and poor selectivity. Herein, we have proposed a bipolar electrochemical uranium extraction (EUE) system with ultra-low voltage. The working principle of this bipolar EUE system are based on anodic electrochemistry-assisted indirect uranium reduction coupled with cathodic direct electro-reduction of uranium species. Such a bipolar EUE device exhibits most promising EUE voltage. At an ultra-low voltage (0.6 V), the bipolar EUE efficiency is ~100% within mere 4 h encompassing a wide range of uranium concentrations (1-100 ppm). This bipolar EUE system in natural seawater displays excellent U selectivity, extraction percentage (above 85.3%), long-term stability (45 cycles) and the low energy consumption (1944 kWh kg-1 U) and economic cost (83.2 USD kg-1 U). This design and research concept of the bipolar EUE system also provides a reference for sustainable recycling of other waste resources.
DOI: 10.6084/m9.figshare.27107284
title: Hierarchical Competing Inhibition Circuits Govern Motor Stability in C. elegans

description: This document provides the raw data and analytical details of the data used for all the contributed plots.
DOI: 10.6084/m9.figshare.27107284.v1
title: Hierarchical Competing Inhibition Circuits Govern Motor Stability in C. elegans

description: This document provides the raw data and analytical details of the data used for all the contributed plots.
DOI: 10.15468/dl.yh78dd
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.35635 -30.86768,30.38449 -30.86768,30.38449 -30.84309,30.35635 -30.84309,30.35635 -30.86768))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 132 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027702-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28728692
title: Spin density wave and van Hove singularity in the kagome metal CeTi3Bi4

description: Neutron diffraction dataset shown in Figs. 2e, 3c, 3d, 3f, and 3g
DOI: 10.6084/m9.figshare.28728692.v1
title: Spin density wave and van Hove singularity in the kagome metal CeTi3Bi4

description: Neutron diffraction dataset shown in Figs. 2e, 3c, 3d, 3f, and 3g
DOI: 10.6084/m9.figshare.28478030
title: Stability of the fcc phase in shocked nickel up to 332 GPa

description: We examined the stability of fcc-Ni under dynamic compression along the principal Hugoniot. Provided here are the raw X-ray diffraction images and VISAR streak camera images collected during the shots reported in the manuscript.
DOI: 10.6084/m9.figshare.28478030.v1
title: Stability of the fcc phase in shocked nickel up to 332 GPa

description: We examined the stability of fcc-Ni under dynamic compression along the principal Hugoniot. Provided here are the raw X-ray diffraction images and VISAR streak camera images collected during the shots reported in the manuscript.
DOI: 10.15468/dl.f4n9m9
title: Occurrence Download

description: A dataset containing 864 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parkia filicoidea Welw. ex Oliv."
 ]
}

 The dataset includes 864 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027703-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf6dx8
title: Occurrence Download

description: A dataset containing 3867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.88679 47.85145,55.80356 47.85145,55.80356 59.80458,25.88679 59.80458,25.88679 47.85145))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solidago gigantea Aiton"
 ]
}

 The dataset includes 3867 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027704-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9jeut
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.38889 41.5786,14.50272 41.5786,14.50272 42.28126,13.38889 42.28126,13.38889 41.5786))",
 "TaxonKey is Geranium reflexum L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027705-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb7yh9
title: Occurrence Download

description: A dataset containing 658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Leopardus wiedii (Schinz, 1821)"
 ]
}

 The dataset includes 658 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027706-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27952824
title: Gas-liquid two-phase bubble flow spinning for hydrovoltaic flexible electronics

description: Hydrovoltaic technologies that generate electricity by absorbing or transferring free water without chemical reactions have been explored as potential candidates for renewable energy1–3. Self-powered flexible sensors, including hydrovoltaic fibers, are becoming an important research direction in the field of renewable energy. However, integrating sensing and power generation in functional fibers remains challenging due to the need to regulate water movement to achieve performance differences4–6. Here, we present a gas-liquid two-phase flow spinning method, inspired by spider multimodal spinning, that uses bubble-triggered spinning-liquid deformation to fabricate hollow, solid spindle, and ratchet tooth-shaped fibers. These structures alter water adsorption and transfer behaviors, making them suitable for targeted applications in hydrovoltaic devices for energy and sensing fields. Shaped fibers prepared from alginate-bridged MoS₂ enable a wide range of hydrovoltaic applications. Hollow spindle fibers that generate power for over 43 hours with an open-circuit voltage of 2.1 V outdoors. Tooth-shaped fibers show high sensitivity (5.8 mV/RH%) and a rapid response time (0.66 s), leading to the development of smart masks for nasal cycle monitoring, diagnosis, and therapy as potential applications. Spinning materials were extended to materials such as carboxymethyl cellulose, polyvinyl alcohol, etc., inspiring the design of structure-responsive hydroelectric materials and advancing textile electronics.
DOI: 10.6084/m9.figshare.28603001
title: An open paradigm dataset for intelligent monitoring of underground drilling operations in coal mines

description: In the field of coal mine safety monitoring and automation, high-quality and specialized datasets are crucial for the development and validation of artificial intelligence algorithms. Currently, there is no comprehensive benchmark dataset specifically for coal mine industrial scenarios, which significantly limits the research progress of AI algorithms in the coal mining industry. This study has constructed for the first time a benchmark dataset (DsDPM 66) specifically for coal mine heading faces, containing 105,096 images obtained from videos of 66 drilling operation scenes. The dataset has been meticulously annotated manually to suit computer vision tasks such as object detection and pose estimation. In addition, this study conducted extensive benchmarking experiments on this dataset, applying various advanced AI algorithms including but not limited to YOLOv8 and DETR. The experimental results show that the proposed dataset can effectively improve the accuracy of various object detection and pose estimation models in coal mines, filling the data gap in the coal mining field and providing valuable resources for the development of coal mine safety monitoring and automation technologies.
DOI: 10.6084/m9.figshare.27003583
title: A self-conformation-aware pre-training framework for molecular property prediction with substructure interpretability

description: Source data of the figures in the paper