cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17364503
title: Datasets for AI-guided scFv engineering and single-cell immune repertoire profiling

description: This record provides the single-cell immune repertoire sequencing (scRepertoire-seq) dataset and the corresponding optimization of the STM004 single-chain variable fragment (scFv) using a deep reinforcement learning model, MatuRL, as described in “AI-guided scFv engineering enhances T cell–specific cytotoxicity toward cancer cells.”Both datasets support the analyses and findings presented in the study.
DOI: 10.5281/zenodo.17364504
title: Datasets for AI-guided scFv engineering and single-cell immune repertoire profiling

description: This record provides the single-cell immune repertoire sequencing (scRepertoire-seq) dataset and the corresponding optimization of the STM004 single-chain variable fragment (scFv) using a deep reinforcement learning model, MatuRL, as described in “AI-guided scFv engineering enhances T cell–specific cytotoxicity toward cancer cells.”Both datasets support the analyses and findings presented in the study.
DOI: 10.3535/jsl-jrj-42z
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k67-h3d-gta
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsq-wlz-vxg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8tn2y8
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capreolus pygargus",
 "Year 1950-2025"
 ]
}

 The dataset includes 97 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004055-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17461709
title: STUR Unified Spin–Torsion Simulation (Iteration 2)

description: This document contains the full Python implementation and analytical summary of the STUR (Spin–Torsion Unified Relativity) simulation. The model calibrates the spin–torsion coupling from heavy–quark spectroscopy and applies it to torsion–induced phase interference in a double–slit geometry. Results correspond to the theoretical framework in Lindberg (2025), Sheldon’s Theory ofUnified Resistance (Version 42).

For full theoretical context and supporting materials, see the original TOR record: https://zenodo.org/records/17203762
DOI: 10.15468/dl.9989yb
title: Occurrence Download

description: A dataset containing 4904 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pediculus humanus"
 ]
}

 The dataset includes 4904 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004056-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz2t8v
title: Occurrence Download

description: A dataset containing 6202 records in GBIF matching the query:

SELECT
 GBIF_EEARGCode(
 10000,
 decimalLatitude,
 decimalLongitude,
 0
 ) AS cellcode,
 COUNT(*) FROM occurrence
WHERE countryCode = 'DE'
 AND hasCoordinate = TRUE
 AND taxonRank = 'SPECIES'
GROUP BY cellcode


 The dataset's 6202 records were derived from 3033 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004047-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16257
title: LAPD Training Division units & course descriptions

description: Section 4: Los Angeles Police Department. Training Division units and their syllabi. PART OF: Commission meetings (5 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.5vrn7i
title: Occurrence Download

description: A dataset containing 1175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocnemis lewyana Duméril, 1852"
 ]
}

 The dataset includes 1175 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000972-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16251
title: LAPD Training Division units & course descriptions

description: Section 4: Los Angeles Police Department. Training Division units and their syllabi. PART OF: Commission meetings (5 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.szy22u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Eleutherococcus senticosus (Rupr. & Maxim.) Maxim."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058561-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9ivuk
title: Occurrence Download

description: A dataset containing 28620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aradidae"
 ]
}

 The dataset includes 28620 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000972-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16327
title: Staff one, 1978

description: Edward M. Davis. Staff one: a perspective on effective police management. Englewood Cliffs, New Jersey: Prentice-Hall, Inc., 1978. Accompanied by memo indicating the photocopy of the book was provided by the author. PART OF: Commission meetings (6 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.7e7twu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "TaxonKey is Eleutherococcus senticosus (Rupr. & Maxim.) Maxim."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058557-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh8qzu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropsaron heemstrai Nelson, 1982"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061377-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16402
title: Staff one, 1978

description: Edward M. Davis. Staff one: a perspective on effective police management. Englewood Cliffs, New Jersey: Prentice-Hall, Inc., 1978. Accompanied by memo indicating the photocopy of the book was provided by the author. PART OF: Commission meetings (6 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.mwzymt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solifugae",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006898-231120084113126/datasets/export for details.
DOI: 10.25549/independent-c69-16397
title: Staff one, 1978

description: Edward M. Davis. Staff one: a perspective on effective police management. Englewood Cliffs, New Jersey: Prentice-Hall, Inc., 1978. Accompanied by memo indicating the photocopy of the book was provided by the author. PART OF: Commission meetings (6 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.0yyxav
title: Occurrence Download

description: A dataset containing 1430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Geometry POLYGON((101.733398 23.644524,101.733398 18.312810,108.149414 18.312810,108.149414 23.644524,101.733398 23.644524))",
 "Country is Viet Nam"
 ]
}

 The dataset includes 1430 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000973-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16383
title: Staff one, 1978

description: Edward M. Davis. Staff one: a perspective on effective police management. Englewood Cliffs, New Jersey: Prentice-Hall, Inc., 1978. Accompanied by memo indicating the photocopy of the book was provided by the author. PART OF: Commission meetings (6 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.78qyhz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (valle del cauca)",
 "TaxonKey is one of (Anthurium vanderknaapii Croat)"
 ]
 }
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024413-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16351
title: Staff one, 1978

description: Edward M. Davis. Staff one: a perspective on effective police management. Englewood Cliffs, New Jersey: Prentice-Hall, Inc., 1978. Accompanied by memo indicating the photocopy of the book was provided by the author. PART OF: Commission meetings (6 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.fwxcca
title: Occurrence Download

description: A dataset containing 6995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peucedramus taeniatus (Du Bus de Gisignies, 1847)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6995 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000973-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/w2pzdz
title: Profiled delivery of bicarbonate during hemodialysis

description: This repository contains the data described in the article titled "Profiled delivery of bicarbonate during weekly cycle of hemodialysis".Week 1 data are from patients undergoing a cycle of standard hemodialysis (HD), with 3 sessions during the week. Week 2 data are from the same patients undergoing a week of model-based intervention consisting in a stepwise increase in dialysate bicarbonate concentration after 2 hours.The blood gas measurements were carried out with ABL90 Flex Plus (Radiometer).Case label legend: Week, Session, Time of blood sample collection. E.g., measurements labeled "2,3,240" refer to Week 2, third HD session, sample collected at 240 minutes. Cases labeled with "HD4" refer to measurements carried out immediately before the first session of the following week, after the long break.The data were collected as part of the project "Optimizing dialysate bicarbonate concentration during hemodialysis by mathematical modeling", funded by the Polish National Science Center (grant number 2017/27/B/ST7/03029).
DOI: 10.15468/dl.5emczd
title: Occurrence Download

description: A dataset containing 4743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "TaxonKey is Cassia fistula L."
 ]
}

 The dataset includes 4743 records from 349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000465-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16403
title: Staff one, 1978

description: Edward M. Davis. Staff one: a perspective on effective police management. Englewood Cliffs, New Jersey: Prentice-Hall, Inc., 1978. Accompanied by memo indicating the photocopy of the book was provided by the author. PART OF: Commission meetings (6 of 6). PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.ts2pmu
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctinomops macrotis (Gray, 1840)",
 "Geometry POLYGON((-92.460937 15.029685,-91.582031 16.214674,-90.439453 16.214674,-91.40625 17.392579,-90.878906 17.727758,-89.208984 17.811456,-87.626953 18.895892,-86.748046 21.125497,-88.066406 21.534847,-89.472656 21.207458,-90.175781 20.797201,-91.230468 18.729501,-93.427734 18.145851,-95.273437 18.895892,-97.119140 20.632784,-97.470703 22.105998,-97.646484 23.563987,-97.470703 24.926294,-97.119140 25.878994,-98.876953 26.352497,-100.480957 28.671310,-100.810546 29.209713,-101.403808 29.726222,-101.953125 29.821582,-102.414550 29.897805,-102.678222 29.745301,-103.007812 29.094577,-103.359374 29.017748,-103.864746 29.248063,-104.589843 29.668962,-104.787597 30.183121,-106.523437 31.802892,-108.171386 31.802892,-108.193359 31.334871,-111.137695 31.316101,-114.807128 32.505129,-114.730224 32.727219,-117.119750 32.537551,-115.795898 30.012030,-114.060058 28.516969,-114.147949 27.936180,-115.092773 27.800209,-113.532714 26.706359,-112.434082 26.254009,-112.104492 25.681137,-112.236328 24.926294,-110.610351 23.725011,-109.995117 22.836945,-109.401855 23.382598,-109.929199 24.046463,-110.236816 24.307053,-110.368652 24.126701,-110.676269 24.347096,-110.698242 24.906367,-111.401367 26.194876,-111.687011 26.745610,-112.082519 27.059125,-112.675781 27.741884,-112.873535 28.401064,-113.291015 28.767659,-113.642578 29.152161,-114.367675 29.821582,-114.631347 30.202113,-114.807128 31.034108,-114.807128 31.784216,-113.620605 31.372399,-113.027343 31.128199,-112.653808 29.916852,-112.082519 29.075375,-111.467285 28.285033,-109.050292 26.332806,-109.401855 25.859223,-108.479003 25.284437,-105.732421 22.390713,-105.183105 21.125497,-105.600585 20.406420,-105.139160 19.456233,-104.128417 18.958246,-103.337402 18.271086,-98.151855 16.172472,-96.657714 15.728813,-94.943847 16.172472,-94.306640 16.256867,-92.460937 15.029685))",
 {
 "or" : [
 "HasGeospatialIssue is true",
 "HasGeospatialIssue is false"
 ]
 }
 ]
}

 The dataset includes 170 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000973-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.