cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/chil-c60-9330
title: Boletim de informação, no. 3 (1963 Oct.)

description: Contents: I. Declaração (sobre a reunião entre Portugal e os Paises Africanos) -- II. Mensagem ao povo português -- II. Aspectos da vida moçambicana: 1. Repressão contra os patriotas a) Filipe Madzorodze; b) José Alexandre Honuane; c) Samuel Moiana. 2. João da Cunha Chunga, agente da PIDE. 3. Um estudante é espancado pelo administrador de Lugela. 4. Expropriação das terras de um moçambicano. 5. Não cobiçarás o que é do proximo. 6. Escravos para os funcionários da Beira. 7. O imposto anual em Moçambique: o salário de um mês. 8. Os africanos forçados a assistir as reuniões. 9. No Buzi: soldados violam uma rapariga. 10. Na Beira: 34 patriotas presos. 11. A população negra contin a sem protecção -- IV. O xibalo camuflado -- V. A PIDE na Rodesia do Sul -- VI. A greve dos estivadores em Lourenço Marques: Paulo Baloi morto pelo colonialismo português; 64 estivadores presos.
DOI: 10.5281/zenodo.15712069
title: Silicate Sundogs: Probing the Effects of Grain Directionality in Exoplanet Observations - Supplementary Material

description: Supplementary material to :

Mullens, E., & Lewis, N. K. (2025). Silicate sundogs: Probing the effects of grain directionality in exoplanet observations. The Astrophysical Journal Letters, 988(2), L43. https://doi.org/10.3847/2041-8213/ade885

This zenodo repository contains code used to reproduce results and figures present in the paper. It also includes all data products, such as precomputed aerosol databases and updates to POSEIDON.

The README.txt includes specific details for each file included in the repository. 
description: Funding acknowledgement

This material is based upon work supported by the National Science Foundation Graduate Research Fellowship under grant No. 2139899.
DOI: 10.5281/zenodo.15712070
title: Silicate Sundogs: Probing the Effects of Grain Directionality in Exoplanet Observations - Supplementary Material

description: Supplementary material to :

Mullens, E., & Lewis, N. K. (2025). Silicate sundogs: Probing the effects of grain directionality in exoplanet observations. The Astrophysical Journal Letters, 988(2), L43. https://doi.org/10.3847/2041-8213/ade885

This zenodo repository contains code used to reproduce results and figures present in the paper. It also includes all data products, such as precomputed aerosol databases and updates to POSEIDON.

The README.txt includes specific details for each file included in the repository. 
description: Funding acknowledgement

This material is based upon work supported by the National Science Foundation Graduate Research Fellowship under grant No. 2139899.
DOI: 10.25549/chil-c60-9602
title: Bulletin d'information, no. 1 (1964 Jan.)

description: Contents: A FRELIMO (p.1); Moçambique: Situação geografica, social, politica e cultural (p. 7); A ajuda argelina a luta de libertação do povo do Moçambique (p. 16); Exposicao feita pelo Dr.Eduardo Mondlane, Presidente da FRELIMO, na 1470a sessão do Quarto Comitê da O.N.U (p. 20); Notícias de Moçambique (p. 29).
DOI: 10.15139/s3/rbgulq
title: Data Management and Sharing Plan for: A Phase III Randomized Controlled Trial of Azithromycin for RSV-induced Respiratory Failure in Children

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.25549/chil-c60-9553
title: Boletim nacional, no. 20 (1965 May)

description: Contents: Editorial (p. 2); Acordo Portugal-Vaticano (p. 3); A oposição em Portugal (p. 6); Comunicado no. 19 (p. 7); Comunicado no. 20 (p. 8); Reportagem sobre Moçambique (p. 9); Abaixo os traidores (p. 11); Os colonialistas em dificuldade (p. 13); Um exército de 160.000 homens (p. 13).
DOI: 10.25549/chil-c60-9536
title: Boletim nacional, no. 19 (1965 Apr.)

description: Contents: Editorial (p. 2); C.O.N.C.P. (p. 3); Porque devemos lutar (p. 4); Jornalistas russos em Moçambique (p. 6); Comunicados (p. 8); Delegação da FRELIMO na China (p. 11); A luta da Guiné dita portuguesa (p. 11).
DOI: 10.25549/chil-c60-9364
title: Boletim de informação, no. 5 (1964? Feb.)

description: Contents: Contra a PIDE: Vigilância constante -- Mozambican revolution -- Aspectos da vida moçambicana: 1. Moçambicanos presos pela PIDE. 2. Um moçambicano é morto por um chefe do posto. 3. O moçambicano Inacio Namalyamboka morre na administração de Mueda. 4. Um moçambicano é assassinado na aldeia do Guija. 5. Tropas chegadas de Portugal. 6. Serviços da acção psico-social. 7. Títulos de terrenos. 8. A camuflagem do indigenato. 9. O bairro indígena. 10. Houve roubo em Mueda. 11. Prisão de nacionalistas moçambicanos no Distrito do Niassa. 12. A população da ilha do Chiloane é escravizada pelo chefe do posto. 13. Roubo no mesmo posto do Chiloane. 14. A acção do colonialismo português na cidade da Beira. 15. Houve revolta na repartição das obras publicas em Joao Belo.
DOI: 10.25549/chil-c60-9592
title: Bulletin d'information, no. 1 (1964 Jan.)

description: Contents: A FRELIMO (p.1); Moçambique: Situação geografica, social, politica e cultural (p. 7); A ajuda argelina a luta de libertação do povo do Moçambique (p. 16); Exposicao feita pelo Dr.Eduardo Mondlane, Presidente da FRELIMO, na 1470a sessão do Quarto Comitê da O.N.U (p. 20); Notícias de Moçambique (p. 29).
DOI: 10.25549/chil-c60-9328
title: Boletim de informação, no. 3 (1963 Oct.)

description: Contents: I. Declaração (sobre a reunião entre Portugal e os Paises Africanos) -- II. Mensagem ao povo português -- II. Aspectos da vida moçambicana: 1. Repressão contra os patriotas a) Filipe Madzorodze; b) José Alexandre Honuane; c) Samuel Moiana. 2. João da Cunha Chunga, agente da PIDE. 3. Um estudante é espancado pelo administrador de Lugela. 4. Expropriação das terras de um moçambicano. 5. Não cobiçarás o que é do proximo. 6. Escravos para os funcionários da Beira. 7. O imposto anual em Moçambique: o salário de um mês. 8. Os africanos forçados a assistir as reuniões. 9. No Buzi: soldados violam uma rapariga. 10. Na Beira: 34 patriotas presos. 11. A população negra contin a sem protecção -- IV. O xibalo camuflado -- V. A PIDE na Rodesia do Sul -- VI. A greve dos estivadores em Lourenço Marques: Paulo Baloi morto pelo colonialismo português; 64 estivadores presos.
DOI: 10.25549/chil-c60-5732
title: Mozambique revolution, special issue (1967 Sept. 25)

description: Contents: Proclamation to the Mozambican people (p. 1); Message from the Central Committee to the Mozambican people (p. 4); Analysis of the political and military situation in Mozambique (p. 8); Military report (p. 22). Pages 34-35 are missing.
DOI: 10.25549/chil-c60-5759
title: Mozambique revolution, no. 33 (1968 Feb.-Mar.)

description: Contents: Editorial (p. 1); Communique (p. 3); Smith, sanctions & Salazar (p. 7); Statement on Zimbabwe (p. 10); "If I compare..." (p. 12); FRELIMO President in U.K. (p. 14).
DOI: 10.25549/chil-c60-5767
title: Mozambique revolution, no. 33 (1968 Feb.-Mar.)

description: Contents: Editorial (p. 1); Communique (p. 3); Smith, sanctions & Salazar (p. 7); Statement on Zimbabwe (p. 10); "If I compare..." (p. 12); FRELIMO President in U.K. (p. 14).
DOI: 10.25549/chil-c60-5768
title: Mozambique revolution, no. 33 (1968 Feb.-Mar.)

description: Contents: Editorial (p. 1); Communique (p. 3); Smith, sanctions & Salazar (p. 7); Statement on Zimbabwe (p. 10); "If I compare..." (p. 12); FRELIMO President in U.K. (p. 14).
DOI: 10.25549/chil-c60-9156
title: A voz da revolução, no. 5 (1966 Apr.)

description: Contents: Dominação, revolução (p. 1); Editorial (p. 2); Mas o que é a mobilização politica? (p. 3); 50 aniversário de C.O.N.C.P. (p. 4); O imperialismo (p. 5); 1a conferencia tricontinental (p. 8); Comunicado de guerra (p. 10); História do capitão fanfarrão Coelho Araújo e dos "Soldados da boina vermelha" (p. 12).
DOI: 10.25549/chil-c60-9128
title: A voz da revolução, no. 6 (1966 Sept.) (copy 1)

description: Contents: Mensagem (p. 2); Editorial (p. 4); A luta armada (p. 6); l congresso da liga feminina de Moçambique (p. 9); O camarada Sigauke foi assassinado (p. 11); Poema (p. 12).
DOI: 10.15468/dl.32vkqz
title: Occurrence Download

description: A dataset containing 515145 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 (Bufonia stricta, Grammosciadium macrodon, Verbascum morronense, Verbascum adenocaulon, Asterolasia beckersii, Felicia nordenstamii, Eumorphia prostrata, Papaver malviflorum, Salix cinerea, Eriogonum douglasii, Eriogonum mohavense, Ambrosia canescens, Calamus muelleri, Anigozanthos pulcherrimus, Crocus nubigena, Crocus roopiae, Crocus scardicus, Crocus sieheanus, Lepidium cardamine, Lepidium chichicara, Woodsia pulchella, Eremophila rarissima, Rinzia crassifolia, Eremophila decussata, Eremophila labrosa, Azara microphylla, Cryptantha calycotricha, Cryptantha marticorenae, Cryptantha wigginsii, Salix rizeensis, Salix petrophila, Salix retusoides, Salix ludibunda, Salix appendiculata, Hesperocnide tenella, Heteropterys cotinifolia, Eranthis cilicica, Eremophila regia, Nemesia arenifera, Eriogonum compositum, Eriogonum grande, Escallonia mollis, Galphimia glandulosa, Perrottetia longistylis, Lobostemon belliformis, Nemesia ionantha, Nemesia euryceras, Nemesia cynanchifolia, Verbascum ballsianum, Verbascum karlikdaghense, Lamourouxia viscosa, Papaver californicum, Verbascum lindae, Eremophila barbata, Eremophila gibbosa, Eremophila subfloccosa, Eremophila weldii, Rhoicissus revoilii, Papaver macrostomum, Erysimum serpentinicum, Felicia canaliculata, Goodia medicaginea, Helleborus orientalis, Escallonia angustifolia, Erysimum bulgaricum, Aristea montana, Crocus damascenus, Crocus imperati, Crocus minutus, Crocus roseoviolaceus, Cynanchum acutum, Botrychium neolunaria, Verbascum tschamlibelense, Verbascum subvacillans, Verbascum pterocladum, Verbascum pseudothapsus, Verbascum davisianum, Verbascum damascenum, Verbascum gnaphalodes, Anemone drummondii, Salix flueggeana, Diposis bulbocastanum, Mitrasacme nummularia, Verbascum oreophilum, Verbascum haussknechtii, Verbascum lyratifolium, Felicia rogersii, Erysimum carium, Verbascum ozturkii, Salix cantabrica, Salix silesiaca, Salix prolixa, Ambrosia psilostachya, Eriogonum eremicola, Erysimum hirschfeldioides, Ambrosia humi, Anigozanthos flavidus, Anigozanthos manglesii, Crocus antalyensioides, Salix breviserrata)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 515145 records from 1894 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022072-251025141854904/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/13342712
title: BITCOIN Historical Datasets 2018-2025 Binance API
DOI: 10.3535/4aj-5vp-req
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5l4-y0j-mfq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axp-7tj-xf4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/23w-w77-w53
title: Rangifer tarandus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pc5-xre-l0e
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ta6anx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019229-250811113504898/datasets/export for details.
DOI: 10.3535/g1w-mt6-bhm
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxn-3ac-bc8
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yd8-wde-sf9
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kys-jbk-xaj
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vv0-gxs-tx0
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3b4-95b-rgt
title: Desmana Güldenstädt, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3rr-7f1-42q
title: †Phricodothyris George, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hv-vwr-ekw
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/29d-l3t-qsl
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c91-5xb-3e6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7wp-dhp-mcz
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q32-7bb-v1n
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnp-7hq-fkn
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpy-w2r-4pm
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgw-k5q-zpd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2sr-hg9-sv2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f7h-604-xk6
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/26v-cnb-8c7
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/md2-1nk-z76
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syt-7py-a5y
title: Proetus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0d8-2dh-h2z
title: †Kirkbya (Kirkbya) Jones, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bt3-1qs-l2w
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4gn-ptr-hrk
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wr-yxq-19v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k89-tat-7cz
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djl-3r1-204
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e0l-62h-qca
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6le-x5b-6k7
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c6l-qwb-reb
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fh3-4tz-s7d
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rw4-6xl-9wm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/exk-nfe-e2j
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v75-p7f-988
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aa3-0g3-7gx
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/clb-sce-1fe
title: Protula Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vx3-19z-wtt
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jd2-8nv-p58
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ndy-e5k-pem
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/55h-56q-jx5
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.xth5hg
title: Occurrence Download

description: A dataset containing 7764 records in GBIF matching the query:
SELECT speciesKey, species, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND continent = 'EUROPE' AND "year" &gt;= 1950 AND kingdomKey = 3 AND hasCoordinate = TRUE AND (coordinateUncertaintyInMeters &lt;= 1000 OR coordinateUncertaintyInMeters IS NULL) AND speciesKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY speciesKey, species

 The dataset's 7764 records were derived from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003513-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrmfm9
title: Occurrence Download

description: A dataset containing 133 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 (Eucomis comosa)"
 ]
}

 The dataset includes 133 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015794-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnd57z
title: Occurrence Download

description: A dataset containing 7389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum perenne"
 ]
}

 The dataset includes 7389 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015791-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7tfmw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 60,70 60,70 70,60 70,60 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015792-251009101135966/datasets/export for details.
DOI: 10.15468/dl.eec38j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Batagur borneoensis",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015793-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.jjc4la
title: Gradient-based calibration of the anomalous electron scattering frequency in a Hall effect thruster

description: When modeling cross-field plasma discharges, particularly with a drift-diffusion assumption, semi-empirical anomalous electron transport is typically needed for the model results to match experimental observations. For Hall effect thrusters (HETs), the state-of-the-art approach has relied on manual calibration of the anomalous electron scattering frequency profile based on experimental data with the use of Bohm-like cross-field diffusion terms. In this study, four gradient-based optimization algorithms (Adagrad, Adadelta, RMSProp, and Adam) are used to automatically calibrate the anomalous electron scattering frequency in a one-dimensional quasineutral drift-diffusion model of a SPT-100 HET to reproduce ion bulk velocity measurements obtained from laser induced fluorescence along the discharge channel centerline. All algorithms converge to similar solutions which agree well with the experimental data. It is shown that the optimization algorithms can further be used to quantify the uncertainties in the spatial variation of the anomalous scattering frequency and unmeasured plasma properties.
DOI: 10.15468/dl.p5wjm4
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 -70,-170 -70,-170 -60,-180 -60,-180 -70))"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015795-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.