cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15223819
title: Alaali Portfolio Risk-Return Optimization Model (A-PRROM): Proof of Originality and Validation Certificate

description: This document serves as an explicit Proof of Originality Certificate for the analysis conducted on the Alaali Portfolio Risk-Return Optimization Model (A-PRROM). The certificate confirms that the work, including the Machine Learning validation methodology (Random Forest and Leave-One-Out Cross-Validation - LOOCV), is entirely original, carried out solely by the author, Hasan Alaali.

Analysis Conducted:





Alaali Portfolio Risk-Return Optimization Model (A-PRROM)




Machine Learning Validation:





Random Forest Algorithm




Leave-One-Out Cross-Validation (LOOCV)





Disclaimer:

This document explicitly certifies that:





All analyses, validations, interpretations, and conclusions related to A-PRROM presented here are the author's original work.




No proprietary methods, sensitive financial data, or confidential information has been disclosed.




Any reliance on publicly available data or standard methodologies has been clearly and transparently documented.



Author Signature:

Hasan Alaali
DOI: 10.5281/zenodo.15223820
title: Alaali Portfolio Risk-Return Optimization Model (A-PRROM): Proof of Originality and Validation Certificate

description: This document serves as an explicit Proof of Originality Certificate for the analysis conducted on the Alaali Portfolio Risk-Return Optimization Model (A-PRROM). The certificate confirms that the work, including the Machine Learning validation methodology (Random Forest and Leave-One-Out Cross-Validation - LOOCV), is entirely original, carried out solely by the author, Hasan Alaali.

Analysis Conducted:





Alaali Portfolio Risk-Return Optimization Model (A-PRROM)




Machine Learning Validation:





Random Forest Algorithm




Leave-One-Out Cross-Validation (LOOCV)





Disclaimer:

This document explicitly certifies that:





All analyses, validations, interpretations, and conclusions related to A-PRROM presented here are the author's original work.




No proprietary methods, sensitive financial data, or confidential information has been disclosed.




Any reliance on publicly available data or standard methodologies has been clearly and transparently documented.



Author Signature:

Hasan Alaali
DOI: 10.13144/lil-0611
title: Recensement de la population 2006 : chiffres clés

description: Les bases de chiffres clés sont des bases de données associées aux chiffres clés et fournissent sous cette forme les résultats essentiels du recensement de la population. Chaque base de données associée à une fiche de chiffres clés donne, pour toutes les communes et pour les arrondissements municipaux de Paris, Lyon et Marseille, les effectifs permettant de calculer l'ensemble des indicateurs de la fiche ; certains sont fournis directement, d'autres nécessitent un calcul. Les bases de chiffres clés sont organisées comme les chiffres clés en 6 thèmes : diplômes - formation ; emploi - population active ; évolution et structure de la population ; famille - situation matrimoniale ; formes et conditions d'emploi ; logement. Les données des bases de chiffres clés sont présentées dans les limites géographiques en vigueur au 1er janvier 2008.
DOI: 10.15468/dl.gp6myx
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sarasinula plebeia (P.Fischer, 1868))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 196 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277573-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr9u7r
title: Occurrence Download

description: A dataset containing 2096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia pyriformis Cambess."
 ]
}

 The dataset includes 2096 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002354-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wad2s
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.77_1",
 "TaxonKey is Lacertidae"
 ]
}

 The dataset includes 127 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280270-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2ktvk
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeugites smilacifolius Scribn."
 ]
}

 The dataset includes 197 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036214-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cogieb
title: Occurrence Download

description: A dataset containing 7645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasiurus borealis (Müller, 1776)"
 ]
}

 The dataset includes 7645 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an5rnf
title: Occurrence Download

description: A dataset containing 3174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panicum coloratum L."
 ]
}

 The dataset includes 3174 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036210-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vke3yg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dixonius melanostictus (Taylor, 1962)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280273-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smydpc
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporophila ruficollis Cabanis, 1851"
 ]
}

 The dataset includes 681 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr568y
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cattleya lundii (Rchb.f. & Warm.) Van den Berg"
 ]
}

 The dataset includes 120 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127789-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxvntq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus thermarum Videla & Cei, 1996"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280279-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4cu0u
title: Occurrence Download

description: A dataset containing 836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyphessobrycon compressus (Meek, 1904)"
 ]
}

 The dataset includes 836 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmpm5c
title: Occurrence Download

description: A dataset containing 1335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus wiedii (Schinz, 1821)"
 ]
}

 The dataset includes 1335 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127768-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfchjz
title: Occurrence Download

description: A dataset containing 5346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis auratus Daudin, 1802"
 ]
}

 The dataset includes 5346 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280284-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhsxnu
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pituophis ruthveni Stull, 1929"
 ]
}

 The dataset includes 219 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99zsj6
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeugites latifolius (E.Fourn.) Hemsl."
 ]
}

 The dataset includes 51 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036195-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q55ww4
title: Occurrence Download

description: A dataset containing 16995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha gossypiifolia L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16995 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013947-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d1n5ck
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontia subabrupta Bourdot & Galzin"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34fjhj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cattleya lobata Lindl."
 ]
}

 The dataset includes 47 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127776-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k287ad
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amerotyphlops tasymicris (Thomas, 1974)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273922-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rlfpk
title: Occurrence Download

description: A dataset containing 60403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis myotis (Borkhausen, 1797)"
 ]
}

 The dataset includes 60403 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22af36
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cattleya loddigesii Lindl."
 ]
}

 The dataset includes 227 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127779-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu5njw
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus nigricollis Prjevalsky, 1876",
 "Year 1972-2022"
 ]
}

 The dataset includes 1028 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273907-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdpfpx
title: Occurrence Download

description: A dataset containing 507239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Heisteria Jacq.",
 "TaxonKey is Gluta L.",
 "TaxonKey is Geonoma Willd.",
 "TaxonKey is Eumachia DC.",
 "TaxonKey is Buddleja",
 "TaxonKey is Ziziphus Mill.",
 "TaxonKey is Tapeinosperma Hook.f.",
 "TaxonKey is Synsepalum (A.DC.) Daniell",
 "TaxonKey is Syagrus Mart.",
 "TaxonKey is Ruprechtia C.A.Mey.",
 "TaxonKey is Rhodamnia Jack",
 "TaxonKey is Pentagonia Benth.",
 "TaxonKey is Illicium L.",
 "TaxonKey is Handroanthus Mattos",
 "TaxonKey is Gossia N.Snow & Guymer",
 "TaxonKey is Exostema (Pers.) Bonpl.",
 "TaxonKey is Deinbollia Schumach. & Thonn.",
 "TaxonKey is Connarus L.",
 "TaxonKey is Brassaiopsis Decne. & Planch.",
 "TaxonKey is Tapura Aubl.",
 "TaxonKey is Tambourissa Sonner",
 "TaxonKey is Roupala Aubl.",
 "TaxonKey is Pyrostria Comm. ex A.Juss.",
 "TaxonKey is Picramnia Sw.",
 "TaxonKey is Oncostemum A.Juss.",
 "TaxonKey is Myrcianthes O.Berg",
 "TaxonKey is Durio Adans.",
 "TaxonKey is Colea Bojer ex Meisn.",
 "TaxonKey is Cassine",
 "TaxonKey is Rytigynia Blume",
 "TaxonKey is Praravinia Korth.",
 "TaxonKey is Manihot Mill.",
 "TaxonKey is Lannea A.Rich.",
 "TaxonKey is Heritiera Aiton",
 "TaxonKey is Gonystylus Teijsm. & Binn.",
 "TaxonKey is Clavija Ruiz & Pav.",
 "TaxonKey is Banara Aubl.",
 "TaxonKey is Wrightia R.Br.",
 "TaxonKey is Warneckea Gilg",
 "TaxonKey is Remijia DC.",
 "TaxonKey is Pourouma Aubl.",
 "TaxonKey is Polyosma Blume",
 "TaxonKey is Pleioluma (Baill.) Baehni",
 "TaxonKey is Pera Mutis",
 "TaxonKey is Pauridiantha Hook.f.",
 "TaxonKey is Muellera L.f.",
 "TaxonKey is Miliusa Lesch. ex A.DC.",
 "TaxonKey is Mammea L.",
 "TaxonKey is Lecythis Loefl.",
 "TaxonKey is Decaspermum J.R.Forst. & G.Forst.",
 "TaxonKey is Cremastosperma R.E.Fr.",
 "TaxonKey is Campylospermum Tiegh.",
 "TaxonKey is Campomanesia Ruiz & Pav.",
 "TaxonKey is Brachychiton Schott & Endl.",
 "TaxonKey is Maesa Forssk."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 507239 records from 1274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007323-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15493/dea.mims.01112024
title: South Coast Demersal Biomass Survey on the Africana Voyage 072, May 1989

description: The South Coast Demersal Hake Biomass Survey was conducted on the Africana Voyage 072 from 10 May to 29 May 1989. The objectives of the cruise were to survey by means of bottom-trawling the abundance of adult and recruiting hake, sole and other trawl target species; to make experimental  bottom-trawls in deep water to collect deep-water specimens of fish and squid; to test the feasibility of an acoustic assessment of horse mackerel; to investigate the environment and ecological interrelationships of hake and other demersal species in the various depth strata; to study demersal community relationships; to investigate the occurrence, distribution and abundance of squid and squid larvae; to investigate the occurrence of line fish species in shallow waters; to study the biology of sharks and skates; and to train Oceanographic Research Assistants.
DOI: 10.15493/dea.mims.05202023
title: Processed CTD continuous observations from the Anchovy and Pilchard Spawning Stock Survey on the Africana Voyage 057, November 1987

description: Africana Voyage 057
description: Here we present processed downcast Conductivity-Temperature-Depth (CTD) continuous data collected between 05 November and 30 November 1987, during the Anchovy and Pilchard Spawning Stock Survey on the Africana Voyage 057, in the southern part of the Agulhas Current Large Marine Ecosystem (ACLME) on the south coast of South Africa  and the southern part of the Benguela Current Large Marine Ecosystem (BCLME) region on the west coast of South Africa. Neil Brown MK3 and MK4 CTD instruments were used to measure pressure, temperature and conductivity through the water column during research and monitoring cruises between 1983 and 2000. The main objective of the cruise was to determine acoustically the biomass of the pilchard and anchovy spawning stocks between Hondeklip Bay and the eastern end of the Agulhas Bank. Additionally, the relationship between the distribution of pelagic fish, their eggs and the water temperature was investigated, and chemical samples were taken along lines of stations as part of an ongoing investigation with the supply of nutrients to the Agulhas Bank. 
description: Neil Brown MK3 and MK4 Conductivity-Temperature-Depth (CTD) instruments were used to measure pressure, temperature and conductivity through the water column during research and monitoring cruises between 1983 and 2000. Temperature was converted from the IPTS-68 scale to the ITS-90 scale, and salinity was computed from conductivity measurements on the 1978 Practical Salinity Scale, according to UNESCO (1991) algorithms. UNESCO (1993) quality control procedures were applied to the data, and obvious erroneous values resulting from problems including electronic spikes, data collection in air, inadequate flow through the conductivity cell, among others, have been removed. Any additional calibrations or corrections have been specified in each data file, where applicable and available.
DOI: 10.15493/dea.mims.05262023
title: Raw CTD continuous observations from the West Coast Hake Biomass Survey on the Africana Voyage 059, February 1988

description: Africana Voyage 059
description: Here we present raw Conductivity-Temperature-Depth (CTD) continuous data collected between 02 February and 25 February 1988, during the West Coast Hake Biomass Cruise on the Africana Voyage 059, in the southern part of the Benguela Current Large Marine Ecosystem (BCLME) region on the west coast of South Africa. Neil Brown MK3 and MK4 CTD instruments were used to measure pressure, temperature and conductivity through the water column during research and monitoring cruises between 1983 and 2000. The main objective of the cruise was to survey by means of trawling the abundance of adult and recruiting hake in South African waters; to investigate the diurnal cycle of hake and other demersal species; to make some experimental trawls in deep water to collect deep-water specimens of fish and squid; to collect routine biological material on demersal species from South West African waters; to investigate the occurence, distribution and abundance of squid and squid larvae; to study demersal community interrelationships and to study the biology of sharks and skates. Oceanographic research assistants were also trained.
description: Neil Brown MK3 and MK4 Conductivity-Temperature-Depth (CTD) instruments were used to measure pressure, temperature and conductivity through the water column during research and monitoring cruises between 1983 and 2000. Here we present raw CTD profile data.
DOI: 10.15493/dea.mims.05242023
title: Processed CTD continuous observations from the West Coast Hake Biomass Survey on the Africana Voyage 059, February 1988

description: Africana Voyage 059
description: Here we present processed downcast Conductivity-Temperature-Depth (CTD) continuous data collected between 02 February and 25 February 1988, during the West Coast Hake Biomass Cruise on the Africana Voyage 059, in the southern part of the Benguela Current Large Marine Ecosystem (BCLME) region on the west coast of South Africa. Neil Brown MK3 and MK4 CTD instruments were used to measure pressure, temperature and conductivity through the water column during research and monitoring cruises between 1983 and 2000. The main objective of the cruise was to survey by means of trawling the abundance of adult and recruiting hake in South African waters; to investigate the diurnal cycle of hake and other demersal species; to make some experimental trawls in deep water to collect deep-water specimens of fish and squid; to collect routine biological material on demersal species from South West African waters; to investigate the occurence, distribution and abundance of squid and squid larvae; to study demersal community interrelationships and to study the biology of sharks and skates. Oceanographic research assistants were also trained.
description: Neil Brown MK3 and MK4 Conductivity-Temperature-Depth (CTD) instruments were used to measure pressure, temperature and conductivity through the water column during research and monitoring cruises between 1983 and 2000. Temperature was converted from the IPTS-68 scale to the ITS-90 scale, and salinity was computed from conductivity measurements on the 1978 Practical Salinity Scale, according to UNESCO (1991) algorithms. UNESCO (1993) quality control procedures were applied to the data, and obvious erroneous values resulting from problems including electronic spikes, data collection in air, inadequate flow through the conductivity cell, among others, have been removed. Any additional calibrations or corrections have been specified in each data file, where applicable and available.