cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17615093
title: GPML files for Plasmodium falciparum pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615094
title: GPML files for Populus trichocarpa pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615095
title: GPML files for Rattus norvegicus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615096
title: GPML files for Saccharomyces cerevisiae pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615097
title: GPML files for Solanum lycopersicum pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615100
title: GPML files for Sus scrofa pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615102
title: GPML files for Theobroma cacao pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.r3g4m9
title: Occurrence Download

description: A dataset containing 1565124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is one of (USA.7_1, USA.22_1, USA.40_1, USA.30_1, USA.46_1, USA.20_1)",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1565124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034934-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17615103
title: GPML files for Triticum aestivum pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615106
title: GPML files for Vitis vinifera pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.aqbbw4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnothrissa miodon",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034948-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615107
title: GPML files for Zea mays pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17499031
title: Frontal Cortex Activation During Golf Putting Under Psychological Pressure: fNIRS Dataset

description: This repository provides the functional near-infrared spectroscopy (fNIRS) dataset acquired during a golf putting task under psychological pressure. The dataset were collected from measurements targeting the frontal cortex to investigate hemodynamic responses associated with putting performance under pressure.

This repository includes the preprocessed fNIRS data, golf putting performance data, and the analysis scripts used for preprocessing, feature extraction, and reproducing the main analyses conducted in our study.

This data is intended to support transparency, reproducibility, and secondary analysis in the field of fNIRS-based cognitive and motor neuroscience. We hope this resource will facilitate further methodological development and contribute to the advancement of future research on brain activity under psychological pressure.
DOI: 10.5281/zenodo.17499032
title: Frontal Cortex Activation During Golf Putting Under Psychological Pressure: fNIRS Dataset

description: This repository provides the functional near-infrared spectroscopy (fNIRS) dataset acquired during a golf putting task under psychological pressure. The dataset were collected from measurements targeting the frontal cortex to investigate hemodynamic responses associated with putting performance under pressure.

This repository includes the preprocessed fNIRS data, golf putting performance data, and the analysis scripts used for preprocessing, feature extraction, and reproducing the main analyses conducted in our study.

This data is intended to support transparency, reproducibility, and secondary analysis in the field of fNIRS-based cognitive and motor neuroscience. We hope this resource will facilitate further methodological development and contribute to the advancement of future research on brain activity under psychological pressure.
DOI: 10.15468/dl.z6sf27
title: Occurrence Download

description: A dataset containing 4311 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.6688 24.14913, -110.5188 24.14913, -110.5188 24.29913, -110.6688 24.29913, -110.6688 24.14913))"
 ]
}

 The dataset includes 4311 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034949-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjnuud
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((85 30, 87 30, 87 31, 85 31, 85 30))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034950-251025141854904/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.30626879
title: Supplementary Material for: A New Hope: Dual HER2 Blockade and Chemotherapy in HER2-Amplified Colorectal Cancer - A case report and literature review

description: Monoclonal antibodies targeting epidermal growth factor receptors (EGFRs) are currently the preferred targeted therapeutic agents for RAS wild-type, left-sided metastatic colorectal cancer (mCRC). Nonetheless, certain molecular alterations within mCRC confer resistance to anti-EGFR monoclonal antibody therapy, notably alterations involving human epidermal growth factor receptor 2 (HER2). Colorectal cancer characterized by HER2 amplification or overexpression may have markedly different prognoses than HER2-negative colorectal cancer does. Recent clinical trials have demonstrated that dual HER2 blockade leads to significant improvements in clinical outcomes for these patients. In this study, we present a case in which HER2-positive mCRC was successfully treated with HER2-targeted agents combined with chemotherapy, resulting in favorable clinical outcomes.
DOI: 10.6084/m9.figshare.30626879.v1
title: Supplementary Material for: A New Hope: Dual HER2 Blockade and Chemotherapy in HER2-Amplified Colorectal Cancer - A case report and literature review

description: Monoclonal antibodies targeting epidermal growth factor receptors (EGFRs) are currently the preferred targeted therapeutic agents for RAS wild-type, left-sided metastatic colorectal cancer (mCRC). Nonetheless, certain molecular alterations within mCRC confer resistance to anti-EGFR monoclonal antibody therapy, notably alterations involving human epidermal growth factor receptor 2 (HER2). Colorectal cancer characterized by HER2 amplification or overexpression may have markedly different prognoses than HER2-negative colorectal cancer does. Recent clinical trials have demonstrated that dual HER2 blockade leads to significant improvements in clinical outcomes for these patients. In this study, we present a case in which HER2-positive mCRC was successfully treated with HER2-targeted agents combined with chemotherapy, resulting in favorable clinical outcomes.
DOI: 10.15468/dl.mvwnpn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liobagrus reinii",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034951-251025141854904/datasets/export for details.
DOI: 10.15468/dl.u2rxwr
title: Occurrence Download

description: A dataset containing 6105 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.5188 24.14913, -110.3688 24.14913, -110.3688 24.29913, -110.5188 24.29913, -110.5188 24.14913))"
 ]
}

 The dataset includes 6105 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034952-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m85fm
title: Occurrence Download

description: A dataset containing 2320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "TaxonKey is Cnaphalocrocis medinalis",
 "Year 1047-2025"
 ]
}

 The dataset includes 2320 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034953-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caqyk9
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((87 30, 89 30, 89 31, 87 31, 87 30))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034954-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jvdww
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Haematoxylum campechianum"
 ]
}

 The dataset includes 374 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034957-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zreqyv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lota lota",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034955-251025141854904/datasets/export for details.
DOI: 10.15468/dl.rbuepm
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((89 30, 91 30, 91 31, 89 31, 89 30))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 632 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034958-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbzdjs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lucania goodei",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034959-251025141854904/datasets/export for details.
DOI: 10.15151/esrf-es-2252981661
title: Reactivity and micro/nanostructural evolution of inertized alkali-activated mineral wool waste

description: This project aims to investigate the reactivity and micro/nanostructural evolution of inertized mineral wool waste (MW) in alkali-activated binder systems. MW is an abundant industrial byproduct typically landfilled due to its fibrous morphology and associated health risks. Through a novel thermal inertization process, MW is transformed into a safe, amorphous glass powder with high potential as a precursor for low-carbon geopolymer cements. The project targets the dual goal of waste valorization and CO₂ emissions reduction by upcycling MW into sustainable binders, potentially replacing natural raw materials (i.e. calcinated clay) and industrial slag, whose production is destined to decrease due to the progressive decarbonization of steel industry.To understand the reaction mechanisms and structure development, the project will apply an integrated suite of synchrotron techniques—small-angle X-ray scattering (SAXS), X-ray pair distribution function analysis (PDF), and X-ray computed tomo
DOI: 10.15151/esrf-es-2242571452
title: EuXFEL-CFEL collaboration BAG for TR-SSX

description: Beamline ID-29 offers unique opportunities for time-resolved structural biology in the microsecond regime and - because of the small focus - for the use of
small crystals for e.g. faster diffusion of ligands. We will combine in this BAG research interests from groups from CFEL and EuXFEL, that span from methods
development for pink beam SSX data processing and sample delivery to usage of the beamline to gain insights in the structure and dynamics of biological targets.
On the methods development side, the Hamburg team pioneered both SSX with experiments at PETRAIII and pink beam SSX (PBSX) at BioCARS (APS).
DOI: 10.15151/esrf-es-2242567253
title: PDF measurements of novel Reactive Hydride Composites, under varying conditions

description: The present proposal aims at understanding the hydrogenation and dehydrogenation pathways within reactive hydride composites (RHCs), particularly the Mg(NH2)2-LiH-LiBH4 system. Despite the individual components of this system not releasing H2 until temperatures above 580K, when combined this H2 release is lowered to below 373K, enabling ambient temperature operation. Our preliminary studies have shown structural changes occurring through H2 dehydrogenation, with novel X-ray amorphous phases appearing. Hence our need for PDF measurements. Here we aim at studying the interaction of H2 with varying ratios of the Mg(NH2)2-LiH-LiBH4 system, to provide a clear view of the mechanisms of (de)hydrogenation by means of in-situ capillary PDF analysis. This work would provide a clearer view into the structure of the X-ray amorphous phases present, enhancing our understanding of the reactions occurring in such systems, to inform the development of next generation RHCs.
DOI: 10.15151/esrf-es-2242567343
title: Charge density wave response to the onset of superconductivity in 2H-TaSe2

description: The study of charge density wave (CDW) materials is one of the most intriguing areas of modern solid state physics, since CDW often appears close to superconductivity (SC). Here, we propose to reveal the response of CDW order to the onset of superconductivity in 2H-TaSe2 by measuring the temperature dependence of the CDW superlattice peaks in 2H-TaSe2 at temperatures above and below Tsc. The presence (or absence) of a SC induced effect on the intensities of the CDW superlattice peaks will provide essential information on the phase competition in this CDW reference material and can serve as basis for the interpretation of more complex materials such as metallic kagome materials and copper-oxide superconductors.
DOI: 10.15151/esrf-es-2243239564
title: Structural analysis of historical materials

description: This proposal is a continuation of the HG-213 and HG-172 BAG pexperiments, a new access route to the ESRF structural analysis capacities for the Heritage Science community. The upgrade to the ESRF-EBS was the triggering element to propose a single block allocation group (BAG). Two complementary analytical configurations are used in the BAG: High angular resolution XRD (ID22) and High lateral resolution XRD (ID13). The combination of these two beamlines generates precious clues on the origin, processing and degradation of historical materials. By relying on the new analytical capacities of the EBS combined with optimized access route, sample preparation procedures and processing pipelines, the Heritage BAG has proven to be a very efficient way to increase the output of the Cultural Heritage community, to reinforce a scientific network of expert users structured around the ESRF, and to initiate new European collaborations in Heritage Science.
DOI: 10.15468/dl.77edya
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lucania parva",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034960-251025141854904/datasets/export for details.
DOI: 10.15468/dl.gbqdc9
title: Occurrence Download

description: A dataset containing 1755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((91 30, 93 30, 93 31, 91 31, 91 30))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1755 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034961-251025141854904/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.30626870
title: sleepgpt_checkpoint

description: Sleep decoding is key to revealing sleep architecture and its links to health, yet prevailing deep-learning models rely on supervised, task-specific designs and dual encoders that isolate time-domain and frequency-domain information, limiting generalizability and scalability. We introduce SleepGPT for sleep decoding, a time-frequency foundation model based on generative pretrained transformer, developed using multi-pretext pretraining strategy on 86,335 hours of polysomnography (PSG) from 8,377 subjects. SleepGPT includes a channel-adaptive mechanism for variable channel configurations and a unified time-frequency fusion module that enables deep cross-domain interaction. Evaluations across diverse PSG datasets demonstrate that SleepGPT sets a new benchmark for sleep decoding tasks, achieving superior performance in sleep staging, sleep-related pathology classification, sleep data generation, and sleep spindle detection. Moreover, it reveals channel- and stage-specific physiological patterns underlying sleep decoding. In sum, SleepGPT is an all-in-one method with exceptional generalizability and scalability, offering transformative potential in addressing sleep decoding challenges.
DOI: 10.6084/m9.figshare.30626870.v1
title: sleepgpt_checkpoint

description: Sleep decoding is key to revealing sleep architecture and its links to health, yet prevailing deep-learning models rely on supervised, task-specific designs and dual encoders that isolate time-domain and frequency-domain information, limiting generalizability and scalability. We introduce SleepGPT for sleep decoding, a time-frequency foundation model based on generative pretrained transformer, developed using multi-pretext pretraining strategy on 86,335 hours of polysomnography (PSG) from 8,377 subjects. SleepGPT includes a channel-adaptive mechanism for variable channel configurations and a unified time-frequency fusion module that enables deep cross-domain interaction. Evaluations across diverse PSG datasets demonstrate that SleepGPT sets a new benchmark for sleep decoding tasks, achieving superior performance in sleep staging, sleep-related pathology classification, sleep data generation, and sleep spindle detection. Moreover, it reveals channel- and stage-specific physiological patterns underlying sleep decoding. In sum, SleepGPT is an all-in-one method with exceptional generalizability and scalability, offering transformative potential in addressing sleep decoding challenges.
DOI: 10.5281/zenodo.17615124
title: Marathi Dialect Translation and Multilingual QA Using RAG
DOI: 10.5281/zenodo.17615125
title: Marathi Dialect Translation and Multilingual QA Using RAG
DOI: 10.15468/dl.5jja8f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luciobarbus graellsii",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034962-251025141854904/datasets/export for details.
DOI: 10.15468/dl.g4yr73
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((93 30, 95 30, 95 31, 93 31, 93 30))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 454 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034963-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.