cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00186.00832
title: Data for Dual-Site Coordination Regulated Crystallization for High-Performance MAPbBr3 X-Ray Detectors
title: Data for Dual-Site Coordination Regulated Crystallization for High-Performance MAPbBr3 X-Ray Detectors

description: Based on the research presented in the manuscript entitled "Dual-Site Coordination Regulated Crystallization for High-Performance MAPbBr₃ X-Ray Detectors," the associated dataset comprises experimental and computational data generated to investigate the crystallization process, material properties, and device performance of MAPbBr₃ single crystals grown with a polyvinylpyrrolidone (PVP) additive. The data were collected during a defined experimental period in a controlled laboratory environment. The dataset includes raw and processed data from materials synthesis, structural characterization, optical and electrical measurements, and X-ray detection performance evaluation.
description: Based on the research presented in the manuscript entitled "Dual-Site Coordination Regulated Crystallization for High-Performance MAPbBr₃ X-Ray Detectors," the associated dataset comprises experimental and computational data generated to investigate the crystallization process, material properties, and device performance of MAPbBr₃ single crystals grown with a polyvinylpyrrolidone (PVP) additive. The data were collected during a defined experimental period in a controlled laboratory environment. The dataset includes raw and processed data from materials synthesis, structural characterization, optical and electrical measurements, and X-ray detection performance evaluation.
DOI: 10.57760/sciencedb.j00186.00837
title: PCB original image and reconstructed image
title: PCB原始图像和重建图像

description: The dataset comprises two main components:A comparison of reconstruction results from different methods.A performance evaluation of the proposed method under various tilt angles.
description: The dataset comprises two main components:A comparison of reconstruction results from different methods.A performance evaluation of the proposed method under various tilt angles.
DOI: 10.15468/dl.jjmtuv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "StateProvince is EL Oro"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004882-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/eveq-0k64
title: "News_aware_bitcoin_data"

description: "The whole dataset, including market 1-minute OHLCV (i.e. open, high, low, close, volume) time-series sourced from Binance Exchange for BTC\/USDT and news text scrapped from Yahoo Finance related to Bitcoin."
DOI: 10.15468/dl.tr2jhq
title: Occurrence Download

description: A dataset containing 5411070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "Year 2024-2025"
 ]
}

 The dataset includes 5411070 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004856-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gndszs
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ambystoma flavipiperatum"
 ]
}

 The dataset includes 175 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004883-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13844664
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30690143
title: Writing difficulties CLAM model

description: how LLM intersect academic writing difficulties among Chinese postgraduates.
DOI: 10.6084/m9.figshare.30690143.v1
title: Writing difficulties CLAM model

description: how LLM intersect academic writing difficulties among Chinese postgraduates.
DOI: 10.15468/dl.ckpv2v
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Checklist of the water mites (Acari, Hydrachnidia) of Iran: Second supplement and description of one new species"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004884-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13844692
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.15468/dl.4tf5ya
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "GadmGid is RUS.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Picea obovata Ledeb."
 ]
}

 The dataset includes 125 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001265-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvyrd7
title: Occurrence Download

description: A dataset containing 2582124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Apus apus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2582124 records from 4627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001192-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15487589
title: Simulation Data for "Process-induced residual stresses of CFRP laminates with integrated rubber layer"
DOI: 10.5281/zenodo.15487590
title: Simulation Data for "Process-induced residual stresses of CFRP laminates with integrated rubber layer"
DOI: 10.34740/kaggle/dsv/12883454
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vvhjpc
title: Occurrence Download

description: A dataset containing 107102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample, Specimen, Living Specimen)",
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.18.4_1",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2000-2026"
 ]
}

 The dataset includes 107102 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005279-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18343158
title: Is Mainstream Science Fictional?

description: When all major artificial intelligence systems predict identical outcomes for simplemagnetic interactions based on mainstream physics theories, and empirical testingreveals these predictions to be fundamentally incorrect, what does this reveal about thetheories themselves? This paper documents a systematic experimental challenge to thepredicted symmetry of magnetic attraction and repulsion using two identical rectangularneodymium magnets. According to standard dipole theory, testing all 64 possible faceand-body orientation combinations should yield approximately 32 attractive and 32repulsive configurations. Empirical results demonstrate a 0:64 ratio—pure attraction infree systems, with repulsion existing only as an unstable transition state. By queryingChatGPT, Claude, Gemini, and Grok with identical experimental parameters, wedocument how AI systems— trained on mainstream physics literature—uniformly predictthe theoretical 32:32 symmetry, then progressively acknowledge empirical contradictionwhen confronted with video evidence. This methodology, termed “Framework Locktesting,” uses AI responses as a real-time proxy for institutional physics education,revealing a foundational gap between idealized theory and observable reality. In Gemini’sown assessment: “If the theory cannot predict what happens to two blocks of metal on atable, why should we trust it to predict what happens in the center of a galaxy?” Thequestion is not rhetorical.Keywords: magnetism, empirical falsification, AI-mediated scientific discourse,magnetic asymmetry, framework lock, paradigm challenge.
DOI: 10.5281/zenodo.18343157
title: Is Mainstream Science Fictional?

description: When all major artificial intelligence systems predict identical outcomes for simplemagnetic interactions based on mainstream physics theories, and empirical testingreveals these predictions to be fundamentally incorrect, what does this reveal about thetheories themselves? This paper documents a systematic experimental challenge to thepredicted symmetry of magnetic attraction and repulsion using two identical rectangularneodymium magnets. According to standard dipole theory, testing all 64 possible faceand-body orientation combinations should yield approximately 32 attractive and 32repulsive configurations. Empirical results demonstrate a 0:64 ratio—pure attraction infree systems, with repulsion existing only as an unstable transition state. By queryingChatGPT, Claude, Gemini, and Grok with identical experimental parameters, wedocument how AI systems— trained on mainstream physics literature—uniformly predictthe theoretical 32:32 symmetry, then progressively acknowledge empirical contradictionwhen confronted with video evidence. This methodology, termed “Framework Locktesting,” uses AI responses as a real-time proxy for institutional physics education,revealing a foundational gap between idealized theory and observable reality. In Gemini’sown assessment: “If the theory cannot predict what happens to two blocks of metal on atable, why should we trust it to predict what happens in the center of a galaxy?” Thequestion is not rhetorical.Keywords: magnetism, empirical falsification, AI-mediated scientific discourse,magnetic asymmetry, framework lock, paradigm challenge.
DOI: 10.6084/m9.figshare.24593125
title: Minimum Resource Threshold Policy Under Partial Interference

description: When developing policies for prevention of infectious diseases, policymakers often set specific, outcome-oriented targets to achieve. For example, when developing a vaccine allocation policy, policymakers may want to distribute them so that at least a certain fraction of individuals in a census block are disease-free and spillover effects due to interference within blocks are accounted for. The article proposes methods to estimate a block-level treatment policy that achieves a predefined, outcome-oriented target while accounting for spillover effects due to interference. Our policy, the minimum resource threshold policy (MRTP), suggests the minimum fraction of treated units required within a block to meet or exceed the target level of the outcome. We estimate the MRTP from empirical risk minimization using a novel, nonparametric, doubly robust loss function. We then characterize statistical properties of the estimated MRTP in terms of the excess risk bound. We apply our methodology to design a water, sanitation, and hygiene allocation policy for Senegal with the goal of increasing the proportion of households with no children experiencing diarrhea to a level exceeding a specified threshold. Our policy outperforms competing policies and offers new approaches to design allocation policies, especially in international development for communicable diseases. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.24593125.v1
title: Minimum Resource Threshold Policy Under Partial Interference

description: When developing policies for prevention of infectious diseases, policymakers often set specific, outcome-oriented targets to achieve. For example, when developing a vaccine allocation policy, policymakers may want to distribute them so that at least a certain fraction of individuals in a census block are disease-free and spillover effects due to interference within blocks are accounted for. The article proposes methods to estimate a block-level treatment policy that achieves a predefined, outcome-oriented target while accounting for spillover effects due to interference. Our policy, the minimum resource threshold policy (MRTP), suggests the minimum fraction of treated units required within a block to meet or exceed the target level of the outcome. We estimate the MRTP from empirical risk minimization using a novel, nonparametric, doubly robust loss function. We then characterize statistical properties of the estimated MRTP in terms of the excess risk bound. We apply our methodology to design a water, sanitation, and hygiene allocation policy for Senegal with the goal of increasing the proportion of households with no children experiencing diarrhea to a level exceeding a specified threshold. Our policy outperforms competing policies and offers new approaches to design allocation policies, especially in international development for communicable diseases. Supplementary materials for this article are available online.
DOI: 10.5281/zenodo.18115389
title: Update on the design of the Columbia Stellarator eXperiment

description: Datasat for the publication "Update on the design of the Columbia Stellarator eXperiment"
DOI: 10.5281/zenodo.18115388
title: Update on the design of the Columbia Stellarator eXperiment

description: Datasat for the publication "Update on the design of the Columbia Stellarator eXperiment"
DOI: 10.15468/dl.93t78c
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-81.74196 16.53623,-83.04233 12.26638,-81.29557 9.60742,-78.98597 9.58802,-77.16158 7.80244,-75.35659 7.66658,-71.90189 11.41241,-69.10708 13.02331,-68.73832 15.85694,-81.74196 16.53623))",
 "TaxonKey is Asteroidea"
 ]
}

 The dataset includes 740 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005337-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39gsws
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((90.242541 24.477837, 90.165387 24.47226, 90.090153 24.455668, 90.018708 24.428473, 89.952827 24.391351, 89.89413999999999 24.345225, 89.84409599999999 24.29124, 89.803922 24.230733, 89.77460000000001 24.165202, 89.75683600000001 24.096267, 89.751051 24.02563, 89.757367 23.95503, 89.775609 23.886205, 89.805311 23.820846, 89.84572799999999 23.760555, 89.89585700000001 23.706809, 89.95446 23.660923, 90.02009700000001 23.624017, 90.091162 23.596994, 90.16591699999999 23.580512, 90.242541 23.574973, 90.319165 23.580512, 90.39391999999999 23.596994, 90.464985 23.624017, 90.53062199999999 23.660923, 90.589225 23.706809, 90.639354 23.760555, 90.679771 23.820846, 90.709473 23.886205, 90.727715 23.95503, 90.734031 24.02563, 90.728246 24.096267, 90.710482 24.165202, 90.68116000000001 24.230733, 90.640986 24.29124, 90.590942 24.345225, 90.53225500000001 24.391351, 90.466374 24.428473, 90.394929 24.455668, 90.319695 24.47226, 90.242541 24.477837))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 150 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005333-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuwqwv
title: Occurrence Download

description: A dataset containing 922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Bythotrephes"
 ]
}

 The dataset includes 922 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005334-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2wjb7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is one of (Present)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005339-260120142942310/datasets/export for details.
DOI: 10.3535/583-y77-vcs
title: Ammothella appendiculata (Dohrn, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lpn-cxm-894
title: Anoplodactylus arescus du Bois-Reymond Marcus, 1959

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6q-1qw-fpp
title: Ammothella biunguiculata (Dohrn, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/12s-sz3-hy8
title: Ammothella appendiculata (Dohrn, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mke-9q0-bea
title: Hydryphantes C. L. Koch, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x93-hdy-xg7
title: Ammothella longipes (Hodge, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18341928
title: Data and code for models of relationships between pinyon jay abundance and cone availability using eBird
DOI: 10.15468/dl.4fknn8
title: Occurrence Download

description: A dataset containing 33582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aramus guarauna, Penelope purpurascens, Crax rubra, Amazona xantholora, Sarcoramphus papa)",
 "Year 2003-2026"
 ]
}

 The dataset includes 33582 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005340-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bg3-vsy-2lq
title: Ammothella longipes (Hodge, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ah-59e-01q
title: Ammothella longioculata (Faraggiana, 1940)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15t-89t-800
title: Ammothella marcusi Hedgpeth, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8j-77d-01j
title: Ammothella ovalis Stock, 1994

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z69-c7g-3tz
title: Ammothella pacifica Hilton, 1942

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ck7-ht0-ke5
title: Anoplodactylus batangensis (Helfer, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ym0-5yp-36y
title: Ammothella indica Stock, 1954

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0gj-las-ky9
title: Ammothella exornata Stock, 1975

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j3d-339-0z9
title: Anoplodactylus batangensis (Helfer, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r88-yn2-7fg
title: Anoplodactylus batangensis (Helfer, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cm8-3h0-daa
title: Anoplodactylus angulatus (Dohrn, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rc3-22q-649
title: Ammothella appendiculata (Dohrn, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wm-th2-xww
title: Ammothella appendiculata (Dohrn, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4q-n3q-hjd
title: Ammothella longipes (Hodge, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ban-mss-xj0
title: Anoplodactylus batangensis (Helfer, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18343310
title: ChromoDB Source Data: Chromosome counts from the IAPT/IOPB chromosome data series

description: This dataset contains 32,327 curated chromosome count records and 1,713 bibliographic references extracted from the IAPT/IOPB chromosome data series (including - IOPB Chromosome Number Reports, IOPB Chromosome Data and IAPT/IOPB Chromosome Data).

It is part of ChromoDB, an initiative aimed at building a comprehensive, curated, and openly accessible database of plant cytogenetics.

The dataset is provided as two relational CSV files (records and bibliography), linked through a common identifier (bib_id). An additional field subseries specifies the origin of each record, and the field volume_pages consolidates bibliographic pagination details.

Data are released under a CC-BY 4.0 license and are intended for reuse in research on plant taxonomy, cytogenetics, evolutionary biology, and biodiversity conservation.