cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18526751
title: «БОБУРНАМА» — ИСТОРИЧЕСКИЙ, ЛИТЕРАТУРНЫЙ И ИСТОЧНИКОВЕДЧЕСКИЙ ИСТОЧНИК

description: Статья посвящена многогранному анализу «Бобурнама» — автобиографических записок Захириддина Мухаммада Бабура (1483–1530), написанных на чагатайском языке. Произведение рассматривается как выдающийся исторический источник, отражающий политические события, военные кампании и социокультурную жизнь Центральной Азии, Афганистана и Индии конца XV — начала XVI вв., как уникальный литературный памятник с элементами исповедальной прозы и поэтических вставок, а также как ценный источниковедческий материал для лингвистических, ономастических и этнографических исследований. Особое внимание уделяется откровенности повествования, культурному синтезу тимуридской эпохи и проблемам перевода текста.
DOI: 10.5281/zenodo.18526752
title: «БОБУРНАМА» — ИСТОРИЧЕСКИЙ, ЛИТЕРАТУРНЫЙ И ИСТОЧНИКОВЕДЧЕСКИЙ ИСТОЧНИК

description: Статья посвящена многогранному анализу «Бобурнама» — автобиографических записок Захириддина Мухаммада Бабура (1483–1530), написанных на чагатайском языке. Произведение рассматривается как выдающийся исторический источник, отражающий политические события, военные кампании и социокультурную жизнь Центральной Азии, Афганистана и Индии конца XV — начала XVI вв., как уникальный литературный памятник с элементами исповедальной прозы и поэтических вставок, а также как ценный источниковедческий материал для лингвистических, ономастических и этнографических исследований. Особое внимание уделяется откровенности повествования, культурному синтезу тимуридской эпохи и проблемам перевода текста.
DOI: 10.15468/dl.ryazf4
title: Occurrence Download

description: A dataset containing 5235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Thailand, Cambodia, Myanmar, Lao People’s Democratic Republic, Viet Nam)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipterocarpaceae",
 "Year 2000-2026"
 ]
}

 The dataset includes 5235 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001445-260208012135463/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/14775183
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.bvck5z
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Kazakhstan",
 "OccurrenceStatus is Present",
 "TaxonKey is Spiraea"
 ]
}

 The dataset includes 497 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001446-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526662
title: An annotated sample of 1800 tweets containing the verb taper ('hit') in French

description: This data package contains (i) an annotated sample of 1800 tweets that contain the verb taper 'hit' in French and (ii) the Python script used to retrieve the tweets.
DOI: 10.5281/zenodo.8266973
title: An annotated sample of 1800 tweets containing the verb taper ('hit') in French

description: This data package contains (i) an annotated sample of 1800 tweets that contain the verb taper 'hit' in French and (ii) the Python script used to retrieve the tweets.
DOI: 10.15468/dl.844c92
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tephrocactus aoracanthus"
 ]
}

 The dataset includes 112 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001447-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yskhn8
title: Occurrence Download

description: A dataset containing 83034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lynx lynx, Lynx pardinus)",
 "OccurrenceStatus is one of (Present)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 83034 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001423-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526683
title: Solar-Carbon Resonance: Synchronized 9,601-Record Validation Dataset for Geospace-Biology Couplings

description: This record contains the foundational empirical evidence for the Solar-Carbon Resonance model. It includes 9,601 synchronized records of heliospheric flux and magnetic induction derivatives ($d^2B/dt^2$) correlating to cardiovascular autonomic tone ($r=0.5479, p < 10^{-10}$). The underlying R-functional logic and proprietary code are included in this restricted vault to establish a permanent legal timestamp of discovery.
description: Access to the restricted files (proprietary R-functional scripts and the 9,601-record validation dataset) is strictly limited to institutional reviewers or prospective commercial partners.

Requirements for Access:





Requestors must provide verified institutional or corporate identification.




A formal Non-Disclosure Agreement (NDA) must be executed prior to file release. * Commercial use of the Solar-Carbon Resonance model is subject to separate licensing terms.




 



For all inquiries, contact the Principal Independent Investigator, Yogesh Wagh, at yawagh666@gmail.com.

+1
DOI: 10.5281/zenodo.18526684
title: Solar-Carbon Resonance: Synchronized 9,601-Record Validation Dataset for Geospace-Biology Couplings

description: This record contains the foundational empirical evidence for the Solar-Carbon Resonance model. It includes 9,601 synchronized records of heliospheric flux and magnetic induction derivatives ($d^2B/dt^2$) correlating to cardiovascular autonomic tone ($r=0.5479, p < 10^{-10}$). The underlying R-functional logic and proprietary code are included in this restricted vault to establish a permanent legal timestamp of discovery.
description: Access to the restricted files (proprietary R-functional scripts and the 9,601-record validation dataset) is strictly limited to institutional reviewers or prospective commercial partners.

Requirements for Access:





Requestors must provide verified institutional or corporate identification.




A formal Non-Disclosure Agreement (NDA) must be executed prior to file release. * Commercial use of the Solar-Carbon Resonance model is subject to separate licensing terms.




 



For all inquiries, contact the Principal Independent Investigator, Yogesh Wagh, at yawagh666@gmail.com.

+1
DOI: 10.15468/dl.tvdpvd
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tephrocactus articulatus"
 ]
}

 The dataset includes 332 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001448-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526785
title: mentha_suaveolens_spades_02.fasta.gz
DOI: 10.5281/zenodo.18526786
title: mentha_suaveolens_spades_02.fasta.gz
DOI: 10.25625/hwm9ej
title: Data assimilation via model reference adaptation for linear and nonlinear dynamical systems

description: This is the code for the related paper, first version Dec 2025
DOI: 10.15468/dl.q4m8zq
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tephrocactus articulatus"
 ]
}

 The dataset includes 332 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001449-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uatc6k
title: Occurrence Download

description: A dataset containing 710103 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude 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 "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 28.773895969281842
 AND decimallatitude &lt;= 33.06103686093294
 AND decimallongitude &gt;= -83.49174815051178
 AND decimallongitude &lt;= -75.7820124333441
 AND GBIF_Within('POLYGON ((-75.782012 28.773896, -75.782012 33.061037, -83.491748 33.061037, -83.491748 28.773896, -75.782012 28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 710103 records were derived from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001444-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526794
title: MAKTABGACHA TA'LIMDA RAQAMLI TEXNOLOGIYALARDAN FOYDALANISHNING PEDAGOGIK SAMARADORLIGI

description: Maqola maktabgacha ta’lim tashkilotlarida raqamli texnologiyalarni interaktiv planshet dasturlari multimedia resurslari o‘yinlashtirilgan ilovalar audiokitoblar va virtual elementlar qo‘llashning pedagogik samaradorligini o‘rganadi. Mavzuning dolzarbligi Ilk qadam davlat o‘quv dasturi doirasida raqamli transformatsiya jarayonlari bolalarning nutqiy kognitiv va ijtimoiy-emotsional rivojlanishidagi o‘zgarishlar bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki to‘g‘ri tanlangan va muvozanatli qo‘llanilgan raqamli vositalar bolalarning diqqatini uzoqroq ushlab turish so‘z boyligini oshirish mantiqiy fikrlash va ijodkorlikni rivojlantirishda 20–45% ga ijobiy ta’sir ko‘rsatadi. Biroq ortiqcha ekran vaqti va pedagoglarning yetarli tayyorgarligi yo‘qligi salbiy oqibatlarga olib kelishi mumkin. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18526795
title: MAKTABGACHA TA'LIMDA RAQAMLI TEXNOLOGIYALARDAN FOYDALANISHNING PEDAGOGIK SAMARADORLIGI

description: Maqola maktabgacha ta’lim tashkilotlarida raqamli texnologiyalarni interaktiv planshet dasturlari multimedia resurslari o‘yinlashtirilgan ilovalar audiokitoblar va virtual elementlar qo‘llashning pedagogik samaradorligini o‘rganadi. Mavzuning dolzarbligi Ilk qadam davlat o‘quv dasturi doirasida raqamli transformatsiya jarayonlari bolalarning nutqiy kognitiv va ijtimoiy-emotsional rivojlanishidagi o‘zgarishlar bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki to‘g‘ri tanlangan va muvozanatli qo‘llanilgan raqamli vositalar bolalarning diqqatini uzoqroq ushlab turish so‘z boyligini oshirish mantiqiy fikrlash va ijodkorlikni rivojlantirishda 20–45% ga ijobiy ta’sir ko‘rsatadi. Biroq ortiqcha ekran vaqti va pedagoglarning yetarli tayyorgarligi yo‘qligi salbiy oqibatlarga olib kelishi mumkin. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.15468/dl.cxmc6p
title: Occurrence Download

description: A dataset containing 5738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Thailand, Cambodia, Myanmar, Lao People’s Democratic Republic, Viet Nam)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipterocarpaceae",
 "Year 1990-2026"
 ]
}

 The dataset includes 5738 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001450-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jsrh3
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aporosa octandra"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001451-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526804
title: latastia_longicaudata_spades_02.fasta.gz
DOI: 10.5281/zenodo.18526805
title: latastia_longicaudata_spades_02.fasta.gz
DOI: 10.15468/dl.mgsbyc
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tetragonia reduplicata"
 ]
}

 The dataset includes 103 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001452-260208012135463/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/13929701
title: AI Based Threat Detection Dataset for Border
DOI: 10.34740/kaggle/dsv/14775239
title: US Congress Members
DOI: 10.15468/dl.qk3qhz
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tetragonia spicata"
 ]
}

 The dataset includes 167 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001454-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526812
title: INKLYUZIV MAKTABGACHA TA'LIM SHAROITIDA BOLALARNI IJTIMOIY MOSLASHTIRISH MASALALARI

description: Maqola inklyuziv maktabgacha ta’lim sharoitida bolalarni ijtimoiy moslashtirish masalalarini o‘rganadi. Mavzuning dolzarbligi O‘zbekistonning inklyuziv ta’lim siyosati Ilk qadam dasturi va 2030 yilgacha maktabgacha ta’limni rivojlantirish konsepsiyasi doirasida alohida ehtiyojlarga ega bolalarni umumiy guruhga integratsiya qilish va ularning ijtimoiy moslashuvini ta’minlash zarurati bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki inklyuziv muhitda o‘yin asosidagi faoliyat hamkorlik va individual yondashuv orqali bolalarning ijtimoiy ko‘nikmalari o‘zaro hurmat empatiya va guruhdagi moslashuv darajasi 30–55% ga oshishi mumkin. Biroq pedagoglar malakasi muhitning moslashuvi va oila hamkorligi yetishmasligi muammolar yaratadi. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18526813
title: INKLYUZIV MAKTABGACHA TA'LIM SHAROITIDA BOLALARNI IJTIMOIY MOSLASHTIRISH MASALALARI

description: Maqola inklyuziv maktabgacha ta’lim sharoitida bolalarni ijtimoiy moslashtirish masalalarini o‘rganadi. Mavzuning dolzarbligi O‘zbekistonning inklyuziv ta’lim siyosati Ilk qadam dasturi va 2030 yilgacha maktabgacha ta’limni rivojlantirish konsepsiyasi doirasida alohida ehtiyojlarga ega bolalarni umumiy guruhga integratsiya qilish va ularning ijtimoiy moslashuvini ta’minlash zarurati bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki inklyuziv muhitda o‘yin asosidagi faoliyat hamkorlik va individual yondashuv orqali bolalarning ijtimoiy ko‘nikmalari o‘zaro hurmat empatiya va guruhdagi moslashuv darajasi 30–55% ga oshishi mumkin. Biroq pedagoglar malakasi muhitning moslashuvi va oila hamkorligi yetishmasligi muammolar yaratadi. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.15468/dl.7hga6p
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tillandsia andreana"
 ]
}

 The dataset includes 16 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001455-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18526839
title: MAKTABGACHA TA'LIMDA OTA-ONALAR BILAN HAMKORLIKNI TASHKIL ETISHNING SAMARALI MEXANIZMLARI

description: Maqola maktabgacha ta’lim tashkilotlarida ota-onalar bilan hamkorlikni tashkil etishning samarali mexanizmlarini o‘rganadi. Mavzuning dolzarbligi “Ilk qadam” davlat o‘quv dasturi va O‘zbekiston Respublikasining maktabgacha ta’lim tizimini 2030 yilgacha rivojlantirish konsepsiyasi (PQ-4312-son qaror) doirasida oila va MTT o‘rtasidagi o‘zaro hamkorlik bolalarning har tomonlama rivojlanishi va ta’lim sifatini oshirishning asosiy omili ekanligi bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki muntazam muloqot ota-onalar yig‘ilishlari ochiq eshiklar kuni mobil ilovalar va oilaviy loyihalar orqali hamkorlik bolalarning ijtimoiy-emotsional rivojlanishini 30–50% ga yaxshilashi mumkin. Biroq pedagoglarning muloqot ko‘nikmalari yetishmasligi va raqamli vositalardan foydalanishdagi cheklovlar muammolar yaratadi. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18526840
title: MAKTABGACHA TA'LIMDA OTA-ONALAR BILAN HAMKORLIKNI TASHKIL ETISHNING SAMARALI MEXANIZMLARI

description: Maqola maktabgacha ta’lim tashkilotlarida ota-onalar bilan hamkorlikni tashkil etishning samarali mexanizmlarini o‘rganadi. Mavzuning dolzarbligi “Ilk qadam” davlat o‘quv dasturi va O‘zbekiston Respublikasining maktabgacha ta’lim tizimini 2030 yilgacha rivojlantirish konsepsiyasi (PQ-4312-son qaror) doirasida oila va MTT o‘rtasidagi o‘zaro hamkorlik bolalarning har tomonlama rivojlanishi va ta’lim sifatini oshirishning asosiy omili ekanligi bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki muntazam muloqot ota-onalar yig‘ilishlari ochiq eshiklar kuni mobil ilovalar va oilaviy loyihalar orqali hamkorlik bolalarning ijtimoiy-emotsional rivojlanishini 30–50% ga yaxshilashi mumkin. Biroq pedagoglarning muloqot ko‘nikmalari yetishmasligi va raqamli vositalardan foydalanishdagi cheklovlar muammolar yaratadi. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18526395
title: SuperDARN data in netCDF format (2020-Feb)

description: 2020-Feb SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.7309757
title: SuperDARN data in netCDF format (2020-Feb)

description: 2020-Feb SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.9r44v2
title: Occurrence Download

description: A dataset containing 139024 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude 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 "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 28.773895969281842
 AND decimallatitude &lt;= 33.06103686093294
 AND decimallongitude &gt;= -11.132233086734905
 AND decimallongitude &lt;= -5.413000888096007
 AND GBIF_Within('POLYGON ((-5.413001 28.773896, -5.413001 33.061037, -11.132233 33.061037, -11.132233 28.773896, -5.413001 28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 139024 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001453-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.