cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fc7za9
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cycas edentata de Laub.",
 "Year 2000-2024"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066614-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95nzdu
title: Occurrence Download

description: A dataset containing 43528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Kazakhstan, Russian Federation)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Southern African Bird Atlas Project 2, BirdLife Australia, Birdata, Norwegian Species Observation Service, Artportalen (Swedish Species Observation System), NSW BioNet Atlas, Victorian Biodiversity Atlas, Southern African Bird Atlas Project, First Bird Atlas)",
 "Geometry POLYGON((51.45006 51.49218,50.54365 51.61105,49.35491 51.00183,48.4485 50.51147,48.58223 50.02112,47.61638 50.40746,46.75455 49.70907,46.85856 49.07013,46.47222 48.29745,47.06659 48.20829,47.21519 47.67336,48.16618 47.61392,48.93886 46.35089,50.32162 44.28891,51.65084 42.75375,52.54947 41.55557,55.99422 41.81767,56.0691 44.9816,58.82116 45.5058,60.56225 44.56973,62.04125 43.55877,61.77915 47.77109,62.87814 48.85051,62.78898 51.01996,61.42193 51.31714,59.75301 50.54446,57.9699 51.24285,56.58799 50.96052,54.89404 50.88623,53.09608 51.55489,51.59529 51.67376,51.45006 51.49218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 6788a029-61be-47f2-8867-d5f8f1e14a14, dd862d06-e6e9-4ab9-bc86-c875cc148c1f, d3978a37-635a-4ae3-bb85-7b4d41bc0b88, b8323864-602a-4a7d-9127-bb903054e97d, ef66652d-3cc3-4140-b268-a07d1e53441b, a4ee8241-94f8-40b8-8c47-31aaf9430c90, c5f7ef70-e233-11d9-a4d6-b8a03c50a862)"
 ]
}

 The dataset includes 43528 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066622-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p56csg
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters is less than or equal to 2000.0",
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Vichetia oblongicollis (Brunner von Wattenwyl, 1882), Ruspolia nitidula (Scopoli, 1786))"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210137-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htqdr7
title: Occurrence Download

description: A dataset containing 4520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carterocephalus palaemon (Pallas, 1771)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2022",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 4520 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274006-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqt33r
title: Occurrence Download

description: A dataset containing 2914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "Geometry POLYGON((-127.36317 23.5132,-66.50547 23.5132,-66.50547 49.56214,-127.36317 49.56214,-127.36317 23.5132))",
 "TaxonKey is Cylindropuntia bigelovii"
 ]
}

 The dataset includes 2914 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258142-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt64wq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eupholus schoenherri Guérin-Méneville, 1838",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210139-220831081235567/datasets/export for details.
DOI: 10.15468/dl.236a2s
title: Occurrence Download

description: A dataset containing 99760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Glycine max (L.) Merr."
 ]
}

 The dataset includes 99760 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078889-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frnd5t
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella contigua Baker"
 ]
}

 The dataset includes 307 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274021-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev6jfy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acleris strigifera (Filipjev, 1931)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210140-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjju3d
title: Occurrence Download

description: A dataset containing 623858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Africa",
 "Country is Benin",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 623858 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256500-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhshjt
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "TaxonKey is Electron carinatum (Du Bus de Gisignies, 1847)"
 ]
}

 The dataset includes 433 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258136-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jwd6u
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters is less than or equal to 2000.0",
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Poecilimon veluchianus Ramme, 1933, Pyrgomorpha conica (Olivier, 1791), Tylopsis lilifolia (Fabricius, 1793))"
 ]
}

 The dataset includes 172 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210131-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xrkt7
title: Occurrence Download

description: A dataset containing 384362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Continent derived from coordinates)",
 "IucnRedListCategory is LC",
 "License is CC-BY 4.0",
 "Protocol is Darwin Core Archive",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Sternula antillarum R.Lesson, 1847",
 "Year 2000-2023"
 ]
}

 The dataset includes 384362 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258127-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9xbvt
title: Occurrence Download

description: A dataset containing 3373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salmo salar Linnaeus, 1758",
 "Year 2010-2023"
 ]
}

 The dataset includes 3373 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274010-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agzgfb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Velarifictorus grylloides (Chopard, 1969)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210133-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqq59w
title: Occurrence Download

description: A dataset containing 477496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris melanotos (Vieillot, 1819)",
 "Year 2010-2022"
 ]
}

 The dataset includes 477496 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229233-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.392h43
title: Occurrence Download

description: A dataset listing the 130 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.2117 4.60911,-74.20673 4.59762,-74.19742 4.59799,-74.19903 4.60656,-74.20772 4.60942,-74.2117 4.60911))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 130 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258145-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b322se
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archimandrita tessellata Rehn, 1903",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210136-220831081235567/datasets/export for details.
DOI: 10.15468/dl.bxvtyg
title: Occurrence Download

description: A dataset containing 5570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus acutus (Cuvier, 1807)"
 ]
}

 The dataset includes 5570 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274068-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g73yt3
title: Occurrence Download

description: A dataset containing 4373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.21003 4.59902,-74.19865 4.59902,-74.19865 4.60877,-74.21003 4.60877,-74.21003 4.59902))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 4373 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258181-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eetyw7
title: Occurrence Download

description: A dataset containing 83395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Merops apiaster Linnaeus, 1758",
 "Year 2018-2022"
 ]
}

 The dataset includes 83395 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210158-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5szytk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physopelta slanbuschii (Fabricius, 1787)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210154-220831081235567/datasets/export for details.
DOI: 10.15468/dl.nxsqn8
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella potaroensis Jenman"
 ]
}

 The dataset includes 92 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274070-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb4n9c
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.20954 4.60757,-74.2097 4.59938,-74.19917 4.59942,-74.19977 4.60773,-74.20909 4.60795,-74.20954 4.60757))",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258151-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnvadg
title: Occurrence Download

description: A dataset containing 99032 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nasturtium officinale R.Br."
 ]
}

 The dataset includes 99032 records from 1140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286436-220831081235567/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.28828982
title: الجيوستراتيجية البحرية اليمنية في المياه الاقتصادية الخالصة في منطقة البحرالأحمر والمحيط الهندي

description: يشكل الموقع الجيوستراتيجي للمياه الاقتصادية البحرية الخالصة اليمنية في البحر الأحمر والمحيط الهندي أهمية رئيسية فيالتنمية البحرية المحلية والإقليمية والتأثير الحاسم في موازين القوى والسياسة الدولية , نظرا لغياب تنمية توحد قيادة وادرةالفكر الجيوستراتيجي البحري اليمني والعربي البيني والشامل في تحقيق التخطيط البحري الإقليمي لبناء القوى البحريةالعسكرية والتجارية العربية الإقليمية الفاعلة لملء الفراغ الجيوسياس ي , والذي ساهم في تنافس الأقوى الدولية للمهيمنةوتواجد الاساطيل الامريكية والغربية في المياة الاقتصادية و التي شكلت خطر إعاقة لتحقيق التنمية البحرية ومصدر تهديدللأمن البحري والقومي اليمني والعربي, مما تطلب اجراء الدراسة تهدف الى فهم ومعرفة واستكشاف خصائص المياةالاقتصادية الخالصة وكيفية توظيفها وادارتها الإقليمية الاستراتيجية من المنظور الجيوستراتيجي البحري القائم على النظامالبيئي البحري, في تطور وتحديث واندماج السياسات البحرية اليمنية والعربية البينية والموحدة وبناء استراتيجية الامن, 2034 _ القومي اليمني والعربي والاستراتيجية الأمنية والدفاعية البحرية اليمنية والعربية المشتركة الحديثة للعام 2024الاسهام في تحقيق التنمية السياسية البحرية في قطاع الاقتصاد الأزرق في تطوير الابتكارات الصناعية البحرية , وعلاقتهامع القوانين المحلية والدولية لتحقيق الامن الغذائي والبشري والسياس ي البحري, تم استخدام العديد من المناهج الجغرافية,القانونية ,وتحليل النظم، أنظمة المعلومات الجغرافية، المناهج الإقليمية, قرارات ومواثيق ومخرجات القمم العربية ومنظمةالتعاون الإسلامي والمحيط الهندي , تشكل الدراسة أهمية كونها تتماش ي مع التطورات في التكنلوجيا والابتكارات البحريةاليمنية ,العراقية والعربية, وإدارة البحار والمحيطات ضمن منظمة المحيط الهندي, يتوقع من الدراسة التوصل الى التأكيدالقانوني والاكاديمي على الحقوق اليمنية والعربية السيادية في السيطرة على المياة الاقتصادية البحرية الخالصة, وعدممشروعية الأنشطة العسكرية الأجنبية فيها, من خلال تطور الدبلوماسية العربية في عقد المؤتمرات العلمية الجغرافيةالعربية لتوحيد الفكر الجيوسياس ي البحري العربي, للتوصل في بناء وإدارة منظومة بحرية يمنية وعربية إقليمية شاملة,والتي تعد احد تطورات نظريات الجغرافيا البحرية لإقليمية والعلاقات الدولية, لطبيعية تشابه التحديات والفرصالاستراتيجية البحرية بين بحر الصين الجنوبي ومنطقة البحر الأحمر خليج عدن .
DOI: 10.15468/dl.jf9bk9
title: Occurrence Download

description: A dataset containing 68315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carterocephalus palaemon"
 ]
}

 The dataset includes 68315 records from 570 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021347-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc3ghc
title: Occurrence Download

description: A dataset containing 3559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loropetalum chinense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3559 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021370-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed7dww
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus germana"
 ]
}

 The dataset includes 491 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021371-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxmr66
title: Occurrence Download

description: A dataset containing 31549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carterocephalus silvicola"
 ]
}

 The dataset includes 31549 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021372-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9avnf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maingaya malayana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021373-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugnhm5
title: Occurrence Download

description: A dataset containing 1329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parthenium hysterophorus",
 "Year 2024-2026"
 ]
}

 The dataset includes 1329 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021374-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cf5hn
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Matudaea trinervia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 382 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021376-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8yxsw
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilaria laosensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 125 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021377-260208012135463/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.31343947
title: "THE EFFECTIVENESS OF PRE-OPERATIVE VASCULAR MAPPING IN DETERMINING OUTCOMES OF ARTERIOVENOUS FISTULA CREATION AMONG HEMODIALYSIS PATIENTS IN MOSHI URBAN"

description: This study aimed to evaluate the impact of pre-operative Doppler vascular mapping on arteriovenous fistula (AVF) maturation among chronic hemodialysis patients in Moshi Urban, Northern Tanzania. Using a retrospective cohort design, outcomes of patients who underwent vascular mapping were compared with those who did not, with primary assessment of AVF maturation at 12 weeks. The study further sought to identify independent predictors of AVF failure, assess complication patterns, and determine clinically relevant age thresholds among high-risk groups, particularly diabetic patients, to inform individualized surgical planning and improve dialysis access outcomes.