cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14958956
title: HOTGAME: A corpus of early HOuse and Techno music from Germany and AMErica

description: HOTGAME, is a corpus of recording studio features extracted from HOuse and Techno music from Germany and AMErica until 1994. In the corpus, 4,667 German tracks from 97 dance music labels and 4,362 US-American tracks from 85 record labels are included. The music was stored as (lossly) compressed stereo audio files with a sample rate of 44,100 Hz.

Inclusion in the HOTGAME corpus followed several rules:



Only Music between 1984 and 1994 is included

Ancestors of House and Techno - like (Italy) Disco, Industrial, and Electropop - are not included

Music genres that evolved in parallel with House and Techno - such as Electronic Body Music (EBM), High-NRG, Dark Wave, New Wave, Neue Deutschew Welle, Synth-Pop - are not included

Music with stronger influences from other genres - such as Electro Funk, Freestyle, Miami Bass, and Indie Electro - are not included

Descendants of House and Techno - such as Hip House, Eurodance, Trance, Acid, Hardcore and Gabber - are included

Artists are assigned to the nation in which they were raised


HOTGAME consists of CSV files that contain 21 recording studio features. The features were extracted from non-overlapping time frames of 2,048 samples, i.e., every 50 ms. The only exception are the BPM (Beats Per Minute), which are extracted once for each track. The files are named according to the following convention:



artist - title (version) (year).format.csv


The year refers to the release year of the record (in rare cases re-releases). They are stored in the sub-folders germany and usa, which can be found in techno-csv.zip. The source code for the feature extraction is provided on Github in the repository link.

The purpose of HOTGAME is to enable researchers to study the development of early house and techno music in the United States of America and Germany from an objective, content-based viewpoint, i.e., the music itself. With over 9,000 tracks, big data methods, such as inferential statistical analysis and machine learning, are appropriate. Such analyses can validate statements, narratives, and conclusions made by time witnesses that can be found in documentaries, biographies, and qualitative studies of electronic dance music, electronica, etc.

HOTGAME does not contain any audio material.

 

Citation

When you use the data set, please cite the preprint:

Ziemer, Tim, HOTGAME: A Corpus of Early House and Techno Music from Germany and America, preprints.org, 2025, https://doi.org/10.20944/preprints202503.1639.v1
DOI: 10.15468/dl.3wvb97
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Ormosia henryi Prain"
 ]
}

 The dataset includes 270 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024306-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15074253
title: Datasets for ``Lattice simulations of axion-U(1) inflation: gravitational waves, magnetic fields, and scalar statistics''

description: This directory contains an index.html file with links to the run
directories and idl plotting routines with secondary data for the other
figures for the paper "Lattice simulations of axion-U(1) inflation:
gravitational waves, magnetic fields, and scalar statistics". If anything
turns out to be incomplete, please email brandenb@nordita.org.
DOI: 10.5281/zenodo.15074254
title: Datasets for ``Lattice simulations of axion-U(1) inflation: gravitational waves, magnetic fields, and scalar statistics''

description: This directory contains an index.html file with links to the run
directories and idl plotting routines with secondary data for the other
figures for the paper "Lattice simulations of axion-U(1) inflation:
gravitational waves, magnetic fields, and scalar statistics". If anything
turns out to be incomplete, please email brandenb@nordita.org.
DOI: 10.18150/fwsnsw
title: Agomelatine release from suspension gel-coated cone microneedle systems

description: Raw data from release studies of agomelatine (AGM) from microneedle systemsMicroneedle system specifications:3D printing method: Digital Light Processing (DLP);microneedle shape: Conecoating-gel type: suspension gelDrug release studies: The permeation of agomelatine (AGM) was evaluated using Franz Diffusion Cells (Teledyne Hanson 376 Research, USA) without using any membrane.Quantification of AGM: The amount of AGM permeated was analyzed using High-Performance Liquid Chromatography (HPLC) (Shimadzu Nexera-I LC-2040C, Japan) with LabSolution Lite software.Chromatographic Conditions:Column: Reversed-phase C18 (HyperClone BDS C18, 5 µm, 4.6 × 250 mm, Phenomenex, Torrance, CA, USA)Column Temperature: 30.0 ± 0.2°CMobile Phase: Acetonitrile and 0.05 M potassium dihydrogen phosphate solution (pH = 2.9, adjusted with 85% orthophosphoric acid) in a 35:65 ratioMode: IsocraticFlow Rate: 1.0 mL/minDetection Wavelength: 230 nmThe set contains data in LCD/ LCB format, created using the LabSolutions software (HPLC, Nexera LC 2040C). Data file (.lcd) contains all analysis results and acquisition information from the following files. Data in .txt format can be read without the need for LabSolutions software.
DOI: 10.5968/kisti_kdr/21
title: 3 Dimensional Averaged Model of Korean Male and Female Human Bone
title: 한국인 남녀 골격의 3차원 평균화 모델

description: 한국인 시신 남 51표본, 여 55표본의 뼈대에서 동일한 뼈대의 3차원 모델 남녀 각 51, 55개를 평균화 프로그램을 사용하여 각 뼈대 형상에 대한 평균화 작업을 수행하였으며 평균화 된 남녀 각 179개의 뼈대 형상의 3차원 모델 1 세트를 제작하였다.
description: 인체 모델;형상 평균;뼈대 형상;골격 형상;평균화;한국인;
description: 2003년도 제2차 지식정보자원관리사업 과학기술 사실정보 DB 구축
description: 곽대순, 이우영, 한승호, 최광남, 김태중, "긴 뼈의 형상 평균화 기법", 한국정밀공학회 2006년도 춘계학술대회 논문집
description: 한국인 남녀 각 51, 55 표본의 평균화된 179개의 개별 뼈대 형상의 3차원 모델 남녀 각 1 세트
description: 곽대순, 한승호, "디지털 코리안 인체 모델 구축", 한국CAD/CAM학회지, 제17권, 제1호, p. 60-64, 2011
DOI: 10.5968/kisti_kdr/22
title: Full Body CT Image Set and Each 3-Dimensional Bone Model of Korean Female Cadaver f-001
title: 한국인 여성 시신(f-001)의 전신 CT 영상 및 각 뼈의 3차원 뼈대 모델

description: 의료 영상;CT 영상;여성;전신;3차원 뼈대 모델;3D 골격 모델;
description: 2003년도 제2차 지식정보자원관리사업 과학기술 사실정보 DB 구축
description: 한승호, 곽대순, 이우영, 최광남, 김태중, "디지털 코리언 인체 모델 구축", 한국정밀공학회 생체공학 부문 2006년도 학술대회논문집, p. 37-40, 2006
description: 한국인 여성 시신(f-001)의 전신을 1 mm 간격으로 전신을 CT 스캔하여 약 1,500-1,700 장 정도의 전신 CT 영상(DICOM 파일)을 풀 셋으로 제작하였고 또한 이 CT 영상을 기반으로 상용 프로그램(미믹스)을 사용하여 인체를 구성하는 뼈 179개를 모두 구역화하여 각각의 뼈에 대한 3차원 뼈대 모델(STL 파일)을 제작하였다. 보다 상세한 내용은 KISTI에서 운영하는 디지털 코리언 홈페이지(http://dk.kisti.re.kr)를 참조하기 바란다.
description: 한국인 여성 시신(f-001)의 전신을 1 mm 간격으로 CT 촬영하여 얻은 약 1,500-1,700 장 정도의 인체 전신에 대한 전체 CT 영상
description: 한국인 여성 시신(f-001)의 전신을 CT 촬영해서 얻은 전체 CT 영상에서 인체를 구성하는 각 뼈를 상용 프로그램(미믹스)을 사용하여 각 뼈대별로 구역화하여 제작한 전체 179개의 개별 뼈에 대한 3차원 인체 뼈대 모델
DOI: 10.5968/kisti_kdr/199
title: CT, MR Images and 3 Dimensional Bone Models of Chinese Male Volunteer's (CN-M-016) Lower Limb
title: 중국인 남성 지원자(CN-M-016)의 하지 부분에 대한 CT, MRI 영상과 3차원 뼈대 모델

description: 중국인;하지;CT;MRI;자기공명영상;남성;지원자;3차원 뼈대 모델
description: 중국의 의과대학에서 연구윤리위원회의 심사 승인을 받은 중국인 남성 지원자 (CN-M-016) 1명을 대상으로 하여 방사선 피폭량을 고려하여 하지 부분만을 CT 촬영하였고 고해상도의 영상을 얻기 위해 왼쪽, 오른쪽 다리의 확대 CT 영상으로 제작하였다. 또한 무릎 관절과 발 부분의 활용도를 높이기 위해 무릎과 발 부분의 고해상도 MR 영상을 별도로 제작하였다.
한편 이 CT 영상의 뼈대 테두리를 상용 프로그램으로 구획화 하고 3차원으로 쌓아 올림으로써 좌우의 넙다리뼈, 무릎뼈, 정강뼈, 종아리뼈에 대한 3차원 뼈대 모델을 제작하였다.
보다 상세한 내용은 KISTI에서 운영하는 디지털 코리언 홈페이지 http://dk.kisti.re.kr)를 참조하기 바란다.
description: 중국인 인체 뼈대 정보 구축
description: K-12-SG-102-01D-1-C
description: 중국인 남성 지원자 (CN-M-016)의 하지에 대한 CT 영상
description: 중국인 남성 지원자 (CN-M-016)의 하지에 대한 MRI 영상
description: 중국인 남성 지원자 (CN-M-016)의 하지 CT 영상을 구역화하여 얻은 3차원 하지 뼈대 모델
DOI: 10.5968/kisti_kdr/175
title: CT, MR Images and 3 Dimensional Bone Models of Chinese Female Volunteer's (CN-F-017) Lower Limb
title: 중국인 여성 지원자(CN-F-017)의 하지 부분에 대한 CT, MRI 영상과 3차원 뼈대 모델

description: 중국인;하지;CT;MRI;자기공명영상;여성;지원자;3차원 뼈대 모델
description: 중국인 인체 뼈대 정보 구축
description: K-12-SG-102-01D-1-C
description: 중국의 의과대학에서 연구윤리위원회의 심사 승인을 받은 중국인 여성 지원자 (CN-F-017) 1명을 대상으로 하여 방사선 피폭량을 고려하여 하지 부분만을 CT 촬영하였고 고해상도의 영상을 얻기 위해 왼쪽, 오른쪽 다리의 확대 CT 영상으로 제작하였다. 또한 무릎 관절과 발 부분의 활용도를 높이기 위해 무릎과 발 부분의 고해상도 MR 영상을 별도로 제작하였다.
한편 이 CT 영상의 뼈대 테두리를 상용 프로그램으로 구획화 하고 3차원으로 쌓아 올림으로써 좌우의 넙다리뼈, 무릎뼈, 정강뼈, 종아리뼈에 대한 3차원 뼈대 모델을 제작하였다.
보다 상세한 내용은 KISTI에서 운영하는 디지털 코리언 홈페이지 http://dk.kisti.re.kr)를 참조하기 바란다.
description: 중국인 여성 지원자 (CN-F-017)의 하지에 대한 CT 영상
description: 중국인 여성 지원자 (CN-F-017)의 하지에 대한 MRI 영상
description: 중국인 여성 지원자 (CN-F-017)의 하지 CT 영상을 구역화하여 얻은 3차원 하지 뼈대 모델
DOI: 10.15468/dl.25xkrj
title: Occurrence Download

description: A dataset containing 5223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myioborus flavivertex (Salvin, 1887)"
 ]
}

 The dataset includes 5223 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024309-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpzgdv
title: Occurrence Download

description: A dataset containing 42671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myioborus ornatus (Boissonneau, 1840)"
 ]
}

 The dataset includes 42671 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024307-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57jucy
title: Occurrence Download

description: A dataset containing 42091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myioborus melanocephalus (Tschudi, 1844)"
 ]
}

 The dataset includes 42091 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024308-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5968/kisti_kdr/176
title: CT, MR Images and 3 Dimensional Bone Models of Chinese Female Volunteer's (CN-F-018) Lower Limb
title: 중국인 여성 지원자(CN-F-018)의 하지 부분에 대한 CT, MRI 영상과 3차원 뼈대 모델

description: 중국인;하지;CT;MRI;자기공명영상;여성;지원자;3차원 뼈대 모델
description: 중국인 인체 뼈대 정보 구축
description: K-12-SG-102-01D-1-C
description: 중국의 의과대학에서 연구윤리위원회의 심사 승인을 받은 중국인 여성 지원자 (CN-F-018) 1명을 대상으로 하여 방사선 피폭량을 고려하여 하지 부분만을 CT 촬영하였고 고해상도의 영상을 얻기 위해 왼쪽, 오른쪽 다리의 확대 CT 영상으로 제작하였다. 또한 무릎 관절과 발 부분의 활용도를 높이기 위해 무릎과 발 부분의 고해상도 MR 영상을 별도로 제작하였다.
한편 이 CT 영상의 뼈대 테두리를 상용 프로그램으로 구획화 하고 3차원으로 쌓아 올림으로써 좌우의 넙다리뼈, 무릎뼈, 정강뼈, 종아리뼈에 대한 3차원 뼈대 모델을 제작하였다.
보다 상세한 내용은 KISTI에서 운영하는 디지털 코리언 홈페이지 http://dk.kisti.re.kr)를 참조하기 바란다.
description: 중국인 여성 지원자 (CN-F-018)의 하지에 대한 CT 영상
description: 중국인 여성 지원자 (CN-F-018)의 하지에 대한 MRI 영상
description: 중국인 여성 지원자 (CN-F-018)의 하지 CT 영상을 구역화하여 얻은 3차원 하지 뼈대 모델
DOI: 10.15468/dl.gev468
title: Occurrence Download

description: A dataset containing 1084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carduelis carduelis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1084 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024311-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgdr2k
title: Occurrence Download

description: A dataset containing 6856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrosiphum euphorbiae (Thomas, 1878)"
 ]
}

 The dataset includes 6856 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024312-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfes65
title: Occurrence Download

description: A dataset containing 406224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 406224 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024299-250310093411724/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.28631345
title: <b>Chromosome-level reference genomes assembly of three invasive alien cucurbitaceous plant</b>

description: The genome assemblies and gene annotations of Sicyos angulatus, Echinocystis lobata, and Melothria pendula.<br>
DOI: 10.6084/m9.figshare.28631345.v1
title: <b>Chromosome-level reference genomes assembly of three invasive alien cucurbitaceous plant</b>

description: The genome assemblies and gene annotations of Sicyos angulatus, Echinocystis lobata, and Melothria pendula.<br>
DOI: 10.15468/dl.en9ndz
title: Occurrence Download

description: A dataset containing 23469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oreothlypis gutturalis (Cabanis, 1861)"
 ]
}

 The dataset includes 23469 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024313-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn7ba7
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myioborus pariae Phelps & Phelps Jr, 1949"
 ]
}

 The dataset includes 90 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024315-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwfjs8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Happywhale - Short-beaked common dolphin in South Atlantic Ocean"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024317-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y7pva
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenchaetothrips biformis (Bagnall, 1913)"
 ]
}

 The dataset includes 337 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024316-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73tsrw
title: Occurrence Download

description: A dataset containing 31712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myioborus torquatus (S.F.Baird, 1865)"
 ]
}

 The dataset includes 31712 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024314-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26181/23731113
title: Metadata_HEC19276.xlsx

description: Meta data for:HEC19276: Prevalence of frailty in community-dwelling Retirement Village older persons.Cobden J, de Noronha M, Kingsley M. Prevalence of frailty and mobility disability in older people living in retirement villages. Australasian Journal of Ageing. 2022 Jun;41(2):222-228. doi: 10.1111/ajag.13005. Epub 2021 Oct 22. PMID: 34677897.
DOI: 10.26181/23731113.v1
title: Metadata_HEC19276.xlsx

description: Meta data for:HEC19276: Prevalence of frailty in community-dwelling Retirement Village older persons.Cobden J, de Noronha M, Kingsley M. Prevalence of frailty and mobility disability in older people living in retirement villages. Australasian Journal of Ageing. 2022 Jun;41(2):222-228. doi: 10.1111/ajag.13005. Epub 2021 Oct 22. PMID: 34677897.
DOI: 10.15468/dl.gc4hqw
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenchaetothrips biformis (Bagnall, 1913)"
 ]
}

 The dataset includes 337 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024319-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq99bq
title: Occurrence Download

description: A dataset containing 9886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adenanthera pavonina L., Alternanthera sessilis (L.) R.Br. ex DC., Arthropteris orientalis (J.F.Gmel.) Posth., Azadirachta indica A.Juss., Azolla filiculoides Lam., Broussonetia papyrifera (L.) L'Hér. ex Vent., Calopogonium mucunoides Desv., Cardiospermum grandiflorum Sw., Cecropia schreberiana Miq., Cenchrus ciliaris L., Setaria parviflora (Poir.) Kerguélen, Chromolaena odorata (L.) R.M.King & H.Rob., Cinnamomum camphora (L.) J.Presl, Commelina benghalensis L., Cyperus papyrus L., Cyperus rotundus L., Dalbergia sissoo Roxb. ex DC., Dioscorea bulbifera L., Echinochloa colonum (L.) Link, Pontederia crassipes Mart., Imperata cylindrica (L.) Raeusch., Lantana camara L., Launaea intybacea (Jacq.) Beauverd, Leucaena leucocephala (Lam.) de Wit, Limnocharis flava (L.) Buchenau, Lygodium microphyllum (Cav.) R.Br., Mimosa pigra L., Mimosa pudica L., Cyperus blepharoleptos Steud., Panicum repens L., Paspalum scrobiculatum L., Persicaria lanigera (R.Br.) Soják, Microsorum scolopendria (Burm.fil.) Copel., Pistia stratiotes L., Psidium guajava L., Rhizophora mangle L., Rottboellia cochinchinensis (Lour.) Clayton, Salvinia ×molesta D.S.Mitch., Syzygium cumini (L.) Skeels, Megathyrsus maximus (Jacq.) B.K.Simon & S.W.L.Jacobs)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (Ghana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9886 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024320-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjkzeq
title: Occurrence Download

description: A dataset containing 5055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anisognathus melanogenys (Salvin & Godman, 1880)"
 ]
}

 The dataset includes 5055 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024323-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010960
title: Extend previously approved access at CSDR (Research Proposal 12163): Novel approaches to the modelling of protective efficacy, immunity and infectious disease incidence: Malaria vaccination

description: Conventionally, estimation of vaccine efficacy uses data on first disease episode only and it uses data from 2 to 4 weeks after completion of vaccination only. Furthermore, it is often separated from analysis of immunogenicity. Since the WHO Malaria Vaccine Advisory Committee's call in 2008 for methodological research to improve estimation of vaccine efficacy, there has been improvement in the methodology but room to improve remains. We are developing a series of statistical models to enhance estimation of vaccine efficacy. Our methodological research include: - Models of non-linear trajectory of vaccine efficacy, using all disease episode data either from the date of first dose or from post-completion of primary vaccination series, and include antibody data around the time of vaccination to predict/personalize the trajectory. - Joint modelling of antibody and disease episodes over time to enhance understanding of their relationship and improve the estimation of efficacy. - Models of the dynamics between history of disease episodes and present/future disease incidence and how it modifies vaccine efficacy. - Compare different approaches for evaluation of correlates of protection, both at the person-level and site-level. We propose to use data from two malaria vaccine trials to: - Illustrate and compare the statistical models, and - Generate model parameters for setting up realistic computer simulations. Both trials included antibody and multiple disease episodes data. One trial included multiple study sites. So they are suitable for our purpose.
DOI: 10.15468/dl.vvu9m3
title: Occurrence Download

description: A dataset containing 32937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anisognathus lacrymosus (Du Bus de Gisignies, 1846)"
 ]
}

 The dataset includes 32937 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024324-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcyupb
title: Occurrence Download

description: A dataset containing 6817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Zeledonia coronata Ridgway, 1889"
 ]
}

 The dataset includes 6817 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024325-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.