cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27616695.v1
title: The Power of Teamwork: Bringing Different Skill Sets to Medical Librarianship

description:   
Three librarians with different backgrounds discuss their collaborative efforts to enhance a university medical library’s services. They showcase projects, from research guides to user-friendly technologies, highlighting the benefits and challenges of collaboration with people who come to the table with varying perspectives. This presentation demonstrates how diverse expertise drives excellence in STEM education and research.
DOI: 10.15468/dl.u2e9sp
title: Occurrence Download

description: A dataset containing 1288651 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-104.1538 -82.28794,-18.8953 -82.28794,-18.8953 -56.31839,-104.1538 -56.31839,-104.1538 -82.28794))"
 ]
}

 The dataset includes 1288651 records from 962 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026109-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwsaam
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga vayredana Luizet",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026126-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.2fiqzdzu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.k9phut
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista dorycnifolia Font Quer",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026129-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4vntj
title: Occurrence Download

description: A dataset containing 21993 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula helmsii (Kirk) Cockayne"
 ]
}

 The dataset includes 21993 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026128-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptynsu
title: Occurrence Download

description: A dataset listing the 34 species recorded in GBIF matching the query:
{
 "and" : [
 "Year is 2010",
 "TaxonKey is Litoria Tschudi, 1838"
 ]
}

 The dataset's 34 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026121-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3ken5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthyllis hystrix (Willk. ex Barceló) Cardona, J.Cont. & E.Sierra",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026130-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3rc4t
title: Occurrence Download

description: A dataset containing 3388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula vaillantii (Willd.) Roth"
 ]
}

 The dataset includes 3388 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026131-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qwrnq
title: Occurrence Download

description: A dataset containing 75302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Procambarus clarkii"
 ]
}

 The dataset includes 75302 records from 511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013484-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbrn75
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena hastata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 248 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013546-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6j4ac
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena hastata",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013547-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ez3q3j
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena hastata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 653 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013548-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5154f25r
title: MassIVE MSV000099272 - The Impact of Clarification on Beer Particles and Composition using Centrifugation and Membrane-free Ultrasonic Filtration
title: Proteomics data from multiple beers following clarification by ultrasonic filtration and centrifugation.
DOI: 10.5281/zenodo.17111669
title: Test

description: For verification of formulas
DOI: 10.5281/zenodo.17111670
title: Test

description: For verification of formulas
DOI: 10.5281/zenodo.17186086
title: Psychological Linguistic Framing

description: Psychological Linguistic Framing (PLF) introduces a first-of-its-kind cognitive–biological audit framework demonstrating that language is not passive but a direct regulator of human physiology, emotion, and behavior. PLF reveals how words, tones, and sequences act as biological levers, influencing stress responses, calming neural pathways, shaping identity, and directing social action.

 

This framework unifies insights from psychology, neuroscience, linguistics, and AI ethics into a single system that can be applied across fields. It provides tools to audit harmful framing in media, politics, workplaces, and AI systems, while also offering low-cost, non-pharmaceutical mental health interventions through reframing.

 

Key contributions include:

 



Establishing language as a physiological regulator rather than symbolic abstraction.

Demonstrating practical applications in therapy, education, crisis response, and AI safety.

Exposing how propaganda, self-talk, and chatbot dialogue operate as “biological commands.”

Offering preventive strategies that can be scaled globally to reduce anxiety, stress, and manipulation risks.


 

 

PLF represents a foundational shift in how language is understood and used. Positioned at the intersection of mental health and artificial intelligence, it offers not only a tool for resilience and prevention but also a framework for transparency in a world increasingly shaped by language-driven systems.
description: The roots of PLF are not only academic but lived. As a child, I experienced a condition known in my Tongan culture as tāmate vai — literally “taking water” — describing the buildup of fluid around the brain that required medical removal. In medical terms, this is hydrocephalus, where pressure forces the brain to adapt under unusual conditions. Recovery demanded neuroplasticity, rewiring my brain to process language, rhythm, and meaning in unique ways.

 

Later in life, during a period of both hardship and exploration, I also found myself in altered states — sometimes through struggle, sometimes through choices that expanded perception. While unconventional, these states deepened my sensitivity to language, showing me firsthand how words can shift reality, reshape trust, and even rewire emotion and physiology.

 

This personal journey left me with an unusual sensitivity to how words regulate perception, trust, and physiology — the very foundations of PLF. Just as my brain rewired itself biologically, PLF demonstrates how language rewires cognition and emotion, which in turn shapes collective behavior and social reality.
DOI: 10.15468/dl.j9jrhb
title: Occurrence Download

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

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013551-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ua96dz
title: Occurrence Download

description: A dataset containing 291481 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Cerastium glomeratum)"
 ]
}

 The dataset includes 291481 records from 2280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013512-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.12425
title: Chandra X-ray Observatory ObsId 12425

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.14487
title: Chandra X-ray Observatory ObsId 14487

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.02155
title: Chandra X-ray Observatory ObsId 02155

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.05818
title: Chandra X-ray Observatory ObsId 05818

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.16243
title: Chandra X-ray Observatory ObsId 16243

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.06313
title: Chandra X-ray Observatory ObsId 06313

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.14486
title: Chandra X-ray Observatory ObsId 14486

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.48577/jpl.xrvip8
title: Improved constraints on the vertical profile of CH4 at Jupiter's mid-to-high latitudes, using IRTF-TEXES and SOFIA-EXES spectroscopy

description: No abstract available.
DOI: 10.25574/csc2.obs.11560
title: Chandra X-ray Observatory ObsId 11560

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.20457
title: Chandra X-ray Observatory ObsId 20457

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.23283
title: Chandra X-ray Observatory ObsId 23283

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.48577/jpl.5pdaag
title: Characterizing Precipitation and Soil Moisture Drydowns in Finland Using SMAP Satellite Data

description: Precipitation (P) and soil moisture (SM) are critical components of the global water, energy, and biogeochemical cycles, yet their patterns and interrelations in the Arctic are poorly understood. Due to the sparse in situ measurement network, satellites are the only way to observe P and SM in high-latitude regions. This study uses NASA’s SMAP satellite to analyze the relationship between SM and P, assess the feasibility of estimating P from SM, and examine SM drydown patterns in Finland from April to September over 2018-2019. The analysis reveals a notable spatial and temporal variability in SM, with a weaker correlation between P and SM in spring due to snowmelt and a stronger relationship in summer and fall. Water bodies complicate the SM retrieval causing the SM retrievals to saturate. Using the SM2RAIN algorithm, we estimated P from SM data. The algorithm shows promising results, detecting the area of rainfall accurately in most cases but estimating the intensity of the rainfall is more challenging, particularly for light and very heavy rain. We analyzed SM drydown patterns by fitting an exponential model to each SM drydown period, from which we estimated the exponential decay time scale (τ) and the lower bound of SM (SMmin). τ does not show much spatial or temporal variability. The distribution of τ is positively skewed, with a mode of 1.6 days and a median of 4.0 days, consistent with other studies. The distribution of SMmin is also positively skewed, with a mode of 0.14 m3 m-3 and a median of 0.17 m3 m-3. SMmin exhibits another lower peak at 0.02 m3 m-3, the lower limit of SMAP SM retrievals, possibly causing an artifact in the results. SMmin shows spatial variability, with the lower bound being slightly higher near water bodies but also showing a more prominent peak at 0.02 m3 m-3. Grid cells with dense vegetation and low vegetation agree better with each other, indicating that water bodies particularly affect and complicate SM retrieval. The promising results suggest that the method could be applied across the entire Arctic region.
DOI: 10.25574/csc2.obs.22645
title: Chandra X-ray Observatory ObsId 22645

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.05692
title: Chandra X-ray Observatory ObsId 05692

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.18718
title: Chandra X-ray Observatory ObsId 18718

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.2908/nama_10_a64_p5
title: Capital formation by industry (NACE Rev.2) and detailed asset type
title: Formation de capital par branche d’activité (NACE Rév. 2) et type d’actif détaillé
title: Investitionen nach Wirtschaftsbereichen (NACE Rev. 2) und detaillierte Anlagevermögensart
DOI: 10.2908/nama_10_pc
title: Gross domestic product (GDP) and main components per capita
title: Produit intérieur brut (PIB) et principales composantes par habitant
title: Bruttoinlandsprodukt (BIP) und Hauptkomponenten pro Kopf
DOI: 10.2908/nama_10_pp
title: Gross national income (GNI) per capita
title: Revenu national brut (RNB) par habitant
title: Bruttonationaleinkommen (BNE) pro Kopf
DOI: 10.15468/dl.bbb878
title: Occurrence Download

description: A dataset containing 15544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus grandidentata Michx."
 ]
}

 The dataset includes 15544 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010444-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.07764
title: Chandra X-ray Observatory ObsId 07764

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.48577/jpl.fdnbvd
title: GUIDANCE, NAVIGATION CONTROL FOR THE PSYCHE MISSION

description: The Psyche spacecraft is enroute to the asteroid of the same name. Located in the main belt, the asteroid is of great scientific interest because it is likely rich in metal. The metal may be from the core of a planetesimal, one of the building blocks of the Sun’s planetary system. At (16) Psyche scientists will explore, for the first time ever, a world made not of rock or ice, but rich in metal. The mis-sion is enabled by electric propulsion; it is the first to use Hall-effect thrusters beyond lunar orbit. By handling the novel challenges of the new use case for the technology, the spacecraft’s Guidance, Navigation Control (GNC) sub-system helps enable the mission. It also helps to enable the advancement of new technology to return more science data faster. The spacecraft hosts the Deep Space Optical Communication (DSOC) demonstration, which tests a sophisti-cated new laser communication technology to communicate between a probe in deep space and Earth. Several pointing performance requirements and interfaces support the technology.
DOI: 10.25574/csc2.obs.02223
title: Chandra X-ray Observatory ObsId 02223

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.10116
title: Chandra X-ray Observatory ObsId 10116

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.22864
title: Chandra X-ray Observatory ObsId 22864

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.48577/jpl.lbwrtx
title: EXPLORING THE JAU CRATER CLUSTER, GALE CRATER, MARS.

description: The Jau crater cluster on the north flank of Mt. Sharp in Gale crater consists of 20 to 3023 simultaneously formed impact structures. The craters are ~2 m to ~25 m across (generally24 increasing in size from the ESE to WNW). Using Digital Terrain Models derived from orbital and25 rover orthomosaics of two of the larger craters, we evaluated the amount and processes of26 degradation based upon current versus expected original crater morphology. We conclude that the27 craters in the cluster are the result of a fragmenting primary impactor and that predominantly28 aeolian degradation at these two craters is responsible for ~1-2 m wall back-wasting, 10s of cm of29 infilling by aeolian drift, and 20-40 cm rim lowering. Other craters in the cluster experienced30 similar degradation whose expression varied according to crater size: smaller-scale morphology at31 smaller craters is more modified by a given amount of erosion. Prevailing winds erode the32 downhill, NNE side of the craters more though raised rims persist at the larger craters. An33 estimated vertical erosion rate of 0.1 m/Myr and horizontal erosion rate of several m/Myr predicted34 by others appears most consistent with the Jau crater morphology and setting relative to erosion35 estimates for elsewhere in Gale crater and other Mars landing sites. Factoring in uncertainties in36 our estimates, these rates are broadly consistent with the scale of erosion inferred for evolution of37 larger, older features on Mt. Sharp and suggest the cluster-forming impact occurred one to a few38 and less than ~5 Ma.
DOI: 10.25574/csc2.obs.05631
title: Chandra X-ray Observatory ObsId 05631

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.14488
title: Chandra X-ray Observatory ObsId 14488

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".