cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18362432
title: RAQAMLI TEXNOLOGIYALAR ASOSIDA MATEMATIK TA'LIM JARAYONINI TASHKIL ETISH MODELI (DARSNING RAQAMLI STRUKTURASI MODELI (MOTIVATSIYA – O'RGANISH – QO'LLASH – MUSTAHKAMLASH – BAHOLASH))

description: Mazkur maqolada raqamli texnologiyalar asosida matematik ta’lim jarayonini tashkil etishning zamonaviy modeli yoritilgan. Xususan, darsning raqamli struktura modeli — motivatsiya, o‘rganish, qo‘llash, mustahkamlash va baholash bosqichlari ilmiy-pedagogik nuqtayi nazardan tahlil qilingan. Raqamli vositalardan foydalanish orqali matematik ta’lim samaradorligini oshirish, o‘quvchilarning mustaqil va tanqidiy fikrlash ko‘nikmalarini rivojlantirish imkoniyatlari ochib berilgan.
DOI: 10.5281/zenodo.18362433
title: RAQAMLI TEXNOLOGIYALAR ASOSIDA MATEMATIK TA'LIM JARAYONINI TASHKIL ETISH MODELI (DARSNING RAQAMLI STRUKTURASI MODELI (MOTIVATSIYA – O'RGANISH – QO'LLASH – MUSTAHKAMLASH – BAHOLASH))

description: Mazkur maqolada raqamli texnologiyalar asosida matematik ta’lim jarayonini tashkil etishning zamonaviy modeli yoritilgan. Xususan, darsning raqamli struktura modeli — motivatsiya, o‘rganish, qo‘llash, mustahkamlash va baholash bosqichlari ilmiy-pedagogik nuqtayi nazardan tahlil qilingan. Raqamli vositalardan foydalanish orqali matematik ta’lim samaradorligini oshirish, o‘quvchilarning mustaqil va tanqidiy fikrlash ko‘nikmalarini rivojlantirish imkoniyatlari ochib berilgan.
DOI: 10.15468/dl.jayss4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gamochaeta longipedicellata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009735-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362443
title: YASHIL SHAHARLASHUV SIYOSATINI AMALGA OSHIRISHDA DAVLAT VA XUSUSIY SEKTOR HAMKORLIGI

description: Maqolada yashil shaharlashuv siyosatini amalga oshirishda davlat va xususiy sektor hamkorligining roli, ahamiyati va samaradorligi tahlil qilinadi. Shuningdek, ushbu maqola O‘zbekiston sharoitida amalga oshirilayotgan “Yashil makon” loyihasi, energiya samaradorligini oshirish dasturlari va ekologik transportni rivojlantirish tashabbuslarini tahlil qiladi. Shu bilan birga, xorijiy mamlakatlar tajribasi, jumladan, Singapur, Masdar va Songdo shaharlarida davlat-xususiy sheriklik asosida amalga oshirilgan barqaror urbanizatsiya loyihalari tahlil qilinadi. Maqolada davlatning regulyator funksiyasi, siyosiy va moliyaviy qo‘llab-quvvatlashi hamda xususiy sektorning innovatsion texnologiyalar, moliyaviy resurslar va tajriba kiritish orqali yashil shaharlashuvni samarali amalga oshirishdagi integratsiyalashgan yondashuvi yoritilgan. Shu tarzda, maqola shaharlarni barqaror rivojlantirishda davlat-xususiy sheriklikni strategik vosita sifatida ko‘rsatadi. Natijalar va amaliy tavsiyalar O‘zbekiston sharoitida yashil shaharlashuvni rivojlantirish, investitsion jalb qilish va ekologik barqaror shaharlarni yaratish bo‘yicha aniq yo‘nalishlarni belgilashga xizmat qiladi.
DOI: 10.5281/zenodo.18362444
title: YASHIL SHAHARLASHUV SIYOSATINI AMALGA OSHIRISHDA DAVLAT VA XUSUSIY SEKTOR HAMKORLIGI

description: Maqolada yashil shaharlashuv siyosatini amalga oshirishda davlat va xususiy sektor hamkorligining roli, ahamiyati va samaradorligi tahlil qilinadi. Shuningdek, ushbu maqola O‘zbekiston sharoitida amalga oshirilayotgan “Yashil makon” loyihasi, energiya samaradorligini oshirish dasturlari va ekologik transportni rivojlantirish tashabbuslarini tahlil qiladi. Shu bilan birga, xorijiy mamlakatlar tajribasi, jumladan, Singapur, Masdar va Songdo shaharlarida davlat-xususiy sheriklik asosida amalga oshirilgan barqaror urbanizatsiya loyihalari tahlil qilinadi. Maqolada davlatning regulyator funksiyasi, siyosiy va moliyaviy qo‘llab-quvvatlashi hamda xususiy sektorning innovatsion texnologiyalar, moliyaviy resurslar va tajriba kiritish orqali yashil shaharlashuvni samarali amalga oshirishdagi integratsiyalashgan yondashuvi yoritilgan. Shu tarzda, maqola shaharlarni barqaror rivojlantirishda davlat-xususiy sheriklikni strategik vosita sifatida ko‘rsatadi. Natijalar va amaliy tavsiyalar O‘zbekiston sharoitida yashil shaharlashuvni rivojlantirish, investitsion jalb qilish va ekologik barqaror shaharlarni yaratish bo‘yicha aniq yo‘nalishlarni belgilashga xizmat qiladi.
DOI: 10.15468/dl.w985n6
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garuleum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 383 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009736-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362460
title: TUG'RUQDAN KEYINGI DEPRESSIYANING XAVF OMILLARI, KLINIK VA TERAPEVTIK JIHATLARI

description: Tug‘ruqdan keyingi depressiya markaziy asab tizimi faoliyatining funksional buzilishlari bilan bog‘liq bo‘lgan kompleks neyropsixiatrik holatdir. Ushbu maqolada kasallik rivojlanishida ishtirok etuvchi buyrak usti bezi gormoni kortizol biomarker sifatida tanlab olinadi va uning markaziy asab tizimiga ta’siri yoritiladi. Maqolada nevrologik-amaliyot nuqtai nazaridan differensial diagnostika, shuningdek, kompleks davolashda farmakoterapiya va psixonevrologik yondashuvlarning  ahamiyati ta’kidlanadi.
DOI: 10.5281/zenodo.18362459
title: TUG'RUQDAN KEYINGI DEPRESSIYANING XAVF OMILLARI, KLINIK VA TERAPEVTIK JIHATLARI

description: Tug‘ruqdan keyingi depressiya markaziy asab tizimi faoliyatining funksional buzilishlari bilan bog‘liq bo‘lgan kompleks neyropsixiatrik holatdir. Ushbu maqolada kasallik rivojlanishida ishtirok etuvchi buyrak usti bezi gormoni kortizol biomarker sifatida tanlab olinadi va uning markaziy asab tizimiga ta’siri yoritiladi. Maqolada nevrologik-amaliyot nuqtai nazaridan differensial diagnostika, shuningdek, kompleks davolashda farmakoterapiya va psixonevrologik yondashuvlarning  ahamiyati ta’kidlanadi.
DOI: 10.15468/dl.edavnh
title: Occurrence Download

description: A dataset containing 798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gazania linearis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 798 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009737-260120142942310/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/14606239
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18362474
title: OʻZBEKISTON RESPUBLIKASINING XALQARO IQTISODIY TASHKILOTLAR BILAN HAMKORLIGI

description: Ushbu maqola Oʻzbekiston Respublikasining xalqaro iqtisodiy tashkilotlar bilan hamkorligi mexanizmlari va uning makroiqtisodiy samaradorligini tahlil qiladi. Tadqiqotda institut­sional yondashuv, qiyosiy tahlil va siyosat choralarini baholash metodlari qoʻllanadi. Ilmiy yangilik hamkorlikning natijadorligini baholash uchun mezonlar tizimini asoslash hamda muvofiqlashtirish xarajatlarini kamaytiruvchi tavsiyalar ishlab chiqishdan iborat.
DOI: 10.5281/zenodo.18362475
title: OʻZBEKISTON RESPUBLIKASINING XALQARO IQTISODIY TASHKILOTLAR BILAN HAMKORLIGI

description: Ushbu maqola Oʻzbekiston Respublikasining xalqaro iqtisodiy tashkilotlar bilan hamkorligi mexanizmlari va uning makroiqtisodiy samaradorligini tahlil qiladi. Tadqiqotda institut­sional yondashuv, qiyosiy tahlil va siyosat choralarini baholash metodlari qoʻllanadi. Ilmiy yangilik hamkorlikning natijadorligini baholash uchun mezonlar tizimini asoslash hamda muvofiqlashtirish xarajatlarini kamaytiruvchi tavsiyalar ishlab chiqishdan iborat.
DOI: 10.15468/dl.a9n434
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geigeria pectidea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 126 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009738-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk8wwg
title: Occurrence Download

description: A dataset containing 3077 records in GBIF matching the query:
SELECT
 '327' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 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 decimalLatitude &gt;= 24.552553756517728
 AND decimalLatitude &lt;= 28.773895969281842
 AND decimalLongitude &gt;= 100.51087295937347
 AND decimalLongitude &lt;= 108.26001776192012
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 3077 records were derived from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009734-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.27531.55846
title: Optimization in Ternary p.2
DOI: 10.6073/pasta/6d5e5dad925cd867f64109b3806c4428
title: PBG01 Plant species composition in the Patch Burning-grazing Experiment at Konza Prairie

description: ‘PBG’ datasets are associated with a long-term, large-scale study that is addressing the effects of fire-grazing interactions in the context of a Patch-Burn Grazing management system designed to promote grassland heterogeneity. Effects of patch-burn grazing management on plant and animal diversity and the nature and variety of wildlife habitat are being assessed in two replicate management units, each consisting of three pastures (watersheds) designated C03A/C03B/C03C and C3SA/C3SB/C3SC. In each patch-burn grazing unit, one watershed is burned and two that are left unburned in a given year. 
 
 
 The burning treatments are rotated annually so that each pasture is burned every third year. Each patch-burn grazing unit is paired with an annually-burned pasture for comparison with traditional grazing systems (C01A and C1SB). All grazing units are stocked with cow/calf pairs from approximately 1 May until 1 Oct at a stocking density equal to 3.2 ha per cow/calf. To examine the impact of patch burning and grazing in all 8 units, we monitor changes in plant species composition, residual biomass, grassland bird populations, insect populations, small mammal populations, soil nutrients, and stream water quality1(1C3SA/C3SB/C3SC unit only). The KSU Department of Animal Science monitors cattle performance, including weight gain and body condition to assess the economic feasibility of using patch-burn management on a widespread basis.
DOI: 10.15468/dl.xxsjbb
title: Occurrence Download

description: A dataset containing 3487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arborophila brunneopectus"
 ]
}

 The dataset includes 3487 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009739-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxagyf
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gelasia villosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 105 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009741-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362482
title: ПОВЫШЕНИЕ АКТИВНОСТИ ЧАСТНОГО СЕКТОРА В СЕЛЬСКОМ ХОЗЯЙСТВЕ

description: В статье рассматриваются ключевые направления и механизмы повышения активности частного сектора в сельском хозяйстве в условиях современной рыночной экономики. Сделаны выводы о том, что усиление роли частного сектора способствует росту конкурентоспособности аграрной продукции, повышению продовольственной безопасности и социально-экономическому развитию сельских территорий.
DOI: 10.5281/zenodo.18362481
title: ПОВЫШЕНИЕ АКТИВНОСТИ ЧАСТНОГО СЕКТОРА В СЕЛЬСКОМ ХОЗЯЙСТВЕ

description: В статье рассматриваются ключевые направления и механизмы повышения активности частного сектора в сельском хозяйстве в условиях современной рыночной экономики. Сделаны выводы о том, что усиление роли частного сектора способствует росту конкурентоспособности аграрной продукции, повышению продовольственной безопасности и социально-экономическому развитию сельских территорий.
DOI: 10.15468/dl.2ypkbe
title: Occurrence Download

description: A dataset containing 1260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geraea canescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1260 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009742-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362492
title: RAQOBAT VA MONOPOLIYAGA QARSHI QONUNCHILIKLAR TAHLILI

description: Mazkur maqolada bozor iqtisodiyoti sharoitida raqobat va monopoliyaga qarshi qonunchilikning nazariy va amaliy jihatlari har tomonlama tahlil qilingan. Raqobat muhitining shakllanishi iqtisodiy samaradorlikni oshirish, tadbirkorlik faoliyatini rivojlantirish hamda iste’molchilar manfaatlarini himoya qilishda muhim omil ekanligi asoslab berilgan. Shuningdek, monopoliyalarning vujudga kelish sabablari, ularning bozor mexanizmlariga salbiy ta’siri va iqtisodiy tengsizlikni kuchaytirishdagi roli yoritilgan. Maqolada O‘zbekiston Respublikasida raqobatni rivojlantirish va monopoliyaga qarshi kurashish sohasida qabul qilingan asosiy qonunchilik hujjatlari, jumladan, “Raqobat to‘g‘risida”gi Qonunning mazmuni va amaliy ahamiyati tahlil qilingan. Tadqiqot natijasida sog‘lom raqobat muhitini yaratish iqtisodiy barqarorlik va bozor munosabatlarining rivojlanishida muhim ahamiyat kasb etishi xulosa qilingan.
DOI: 10.5281/zenodo.18362493
title: RAQOBAT VA MONOPOLIYAGA QARSHI QONUNCHILIKLAR TAHLILI

description: Mazkur maqolada bozor iqtisodiyoti sharoitida raqobat va monopoliyaga qarshi qonunchilikning nazariy va amaliy jihatlari har tomonlama tahlil qilingan. Raqobat muhitining shakllanishi iqtisodiy samaradorlikni oshirish, tadbirkorlik faoliyatini rivojlantirish hamda iste’molchilar manfaatlarini himoya qilishda muhim omil ekanligi asoslab berilgan. Shuningdek, monopoliyalarning vujudga kelish sabablari, ularning bozor mexanizmlariga salbiy ta’siri va iqtisodiy tengsizlikni kuchaytirishdagi roli yoritilgan. Maqolada O‘zbekiston Respublikasida raqobatni rivojlantirish va monopoliyaga qarshi kurashish sohasida qabul qilingan asosiy qonunchilik hujjatlari, jumladan, “Raqobat to‘g‘risida”gi Qonunning mazmuni va amaliy ahamiyati tahlil qilingan. Tadqiqot natijasida sog‘lom raqobat muhitini yaratish iqtisodiy barqarorlik va bozor munosabatlarining rivojlanishida muhim ahamiyat kasb etishi xulosa qilingan.
DOI: 10.15468/dl.wbagpu
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gerbera jamesonii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 175 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009743-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18353483
title: "Paneth cells modulate intestinal lymphatic vessels and lipid metabolism in metabolic dysfunction-associated steatotic liver disease" IMC dataset

description: This upload contains the raw and processed IMC dataset from the publication. The files include:



Raw IMC dataset in the archive "imc_raw.zip"

Segmentation masks for each slide obtained used steinpose napari plugin in "masks.zip", cellpose v2 parameters included

Processed with steinbock package raw R dataset from 2 rounds of acquisition in "spe_dr_round1.rds" and "spe_dr_round2.rds"

Manual cell annotation table in "annotation_manual.zip", parameters included

Fully analyzed merged R dataset in "spe_final.rds"

Script for analysis and figures in "analysis_script.R"

Differential abundance results for cell types and regions in "differential_abundance_celltypes.xlsx" and "differential_abundance_region.xlsx"

Endothelial cell clustering and classification results in ec_stats.csv
DOI: 10.5281/zenodo.18353484
title: "Paneth cells modulate intestinal lymphatic vessels and lipid metabolism in metabolic dysfunction-associated steatotic liver disease" IMC dataset

description: This upload contains the raw and processed IMC dataset from the publication. The files include:



Raw IMC dataset in the archive "imc_raw.zip"

Segmentation masks for each slide obtained used steinpose napari plugin in "masks.zip", cellpose v2 parameters included

Processed with steinbock package raw R dataset from 2 rounds of acquisition in "spe_dr_round1.rds" and "spe_dr_round2.rds"

Manual cell annotation table in "annotation_manual.zip", parameters included

Fully analyzed merged R dataset in "spe_final.rds"

Script for analysis and figures in "analysis_script.R"

Differential abundance results for cell types and regions in "differential_abundance_celltypes.xlsx" and "differential_abundance_region.xlsx"

Endothelial cell clustering and classification results in ec_stats.csv
DOI: 10.15468/dl.8nyp72
title: Occurrence Download

description: A dataset containing 6118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolopsis monogramma"
 ]
}

 The dataset includes 6118 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009744-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5ncjp
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gilberta tenuifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 303 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009745-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpyn8r
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus densiflorus"
 ]
}

 The dataset includes 840 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009746-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4xzth
title: Occurrence Download

description: A dataset containing 3778 records in GBIF matching the query:
SELECT
 '328' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 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 decimalLatitude &gt;= 24.552553756517728
 AND decimalLatitude &lt;= 28.773895969281842
 AND decimalLongitude &gt;= 105.80091890460366
 AND decimalLongitude &lt;= 113.67301865001613
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 3778 records were derived from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009740-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erckdb
title: Occurrence Download

description: A dataset containing 17643 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loiseleuria procumbens"
 ]
}

 The dataset includes 17643 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009748-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfz3q7
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gilruthia osbornii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 137 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009749-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362540
title: CANCAN™ Bioreactor: Bio-Acoustic Audit Logs

description: Automated methane credit verification via Black Soldier Fly Larvae acoustic monitoring.
DOI: 10.5281/zenodo.18362541
title: CANCAN™ Bioreactor: Bio-Acoustic Audit Logs

description: Automated methane credit verification via Black Soldier Fly Larvae acoustic monitoring.
DOI: 10.15468/dl.8buucv
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anoma solida"
 ]
}

 The dataset includes 64 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009750-260120142942310/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.30978262.v1
title: AIDev Breaking Change Analysis

description: We conduct a comparative analysis of AI Agent-generated PRs with human-authored PRs from Python repositories in the AIDev dataset (https://huggingface.co/datasets/hao-li/AIDev). We develop a tool that analyzes code changes in commits corresponding to the agentic PRs and leverages an abstract syntax tree (AST) based analysis to detect potential breaking changes.
DOI: 10.15468/dl.v4gk5j
title: Occurrence Download

description: A dataset containing 28395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ortalis poliocephala"
 ]
}

 The dataset includes 28395 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009752-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.