cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48432/zceosn
title: Base de dados unificada de publicações científicas com classificação conforme taxonomia de tecnologias digitais em agricultura.

description: Produzido no âmbito do projeto Cenário Global de Desenvolvimento Tecnológico para Agricultura Digital, este conjunto de dados integra duas bases complementares. A primeira consolida publicações científicas indexadas nas plataformas Scopus, Web of Science e Dimensions (2010-2024) em um arquivo harmonizado, enquanto a segunda reúne soluções digitais registradas no Agritech Observatory da Organização das Nações Unidas para a Alimentação e a Agricultura, contendo metadados estruturados sobre instituições, parceiros e descrições. Os registros de ambas as bases foram classificados segundo a taxonomia desenvolvida no projeto, composta por onze categorias de tecnologias digitais e suas aplicações agrícolas, incluindo inteligência artificial, internet das coisas, sensoriamento remoto, robótica e veículos aéreos não tripulados. O conjunto é complementado por arquivos de redes de colaboração científica que representam vínculos ponderados entre países e instituições, permitindo identificar hubs de pesquisa, caracterizar comunidades científicas e analisar fluxos internacionais de conhecimento. Assim, oferece uma base robusta e reprodutível para análises bibliométricas, mapeamentos tecnológicos e estudos sobre inovação digital no setor agrícola.
DOI: 10.15468/dl.fhxuv3
title: Occurrence Download

description: A dataset containing 37900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "Geometry POLYGON((-73.0196 42.43412,-70.44942 42.43412,-70.44942 45.36438,-73.0196 45.36438,-73.0196 42.43412))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bonasa umbellus"
 ]
}

 The dataset includes 37900 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015152-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18271413
title: ТРУДНОСТИ В ОСВОЕНИИ ФОНЕТИКИ РУССКОГО ЯЗЫКА

description: В статье рассматривается о трудностях в освоении фонетики русского языка в начальных классах. А также анализируется ошибки при изучении русской фонетики обычно связанные с особенностями собственной фонетической системы.
DOI: 10.15468/dl.mbu4p7
title: Occurrence Download

description: A dataset containing 53555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-5.80513 37.18672,-6.78685 36.92758,-6.39416 36.0228,-5.48866 35.85794,-4.86942 36.17556,-4.96759 36.84323,-5.25456 37.32517,-5.80513 37.18672))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 53555 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015125-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4y5vm
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramphotyphlops braminus",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 162 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015155-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thhumn
title: Occurrence Download

description: A dataset containing 41025122 species occurrences available in GBIF matching the query:
{
 "PublishingCountry" : [
 "is Colombia"
 ]
}

 The dataset includes 41025122 records from 3024 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015103-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtdsjg
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lionfish Watch - Powered by Anecdata.org"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002945-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nq6s3
title: Occurrence Download

description: A dataset containing 1071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 {
 "or" : [
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "Geometry POLYGON((-127.79939 15.23873,-60.49492 15.23873,-60.49492 48.73587,-127.79939 48.73587,-127.79939 15.23873))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "LifeStage is Adult",
 "OccurrenceStatus is Present",
 "Sex is Female",
 "TaxonKey is Bucephala albeola (Linnaeus, 1758)"
 ]
}

 The dataset includes 1071 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002936-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15475125
title: Hermit crab and Rat (Isso Vorēs)

description: Story about Hermit crab and Rat whose friendship breaks when Hermit crab refuses to give Rat ever more of his share of sea almonds. Narrator: Isso Vorēs. Language: Vera'a (vera1241).
DOI: 10.5281/zenodo.15478568
title: Hermit crab and Rat (Isso Vorēs)

description: Story about Hermit crab and Rat whose friendship breaks when Hermit crab refuses to give Rat ever more of his share of sea almonds. Narrator: Isso Vorēs. Language: Vera'a (vera1241).
DOI: 10.25914/m956-zc28
title: CORDEX AUS20i BARPA-R EC-Earth3 Historical
DOI: 10.3535/3rz-y4t-r7b
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3s5-j3d-jtp
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xh6-nfy-kkz
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/315-yjv-z3g
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wq-k63-ry0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77r-8lj-t5a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccf-c0r-cys
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpn-56k-dy0
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rkf-tt1-0dc
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yb-6gm-x6b
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t56-8w5-dhp
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezc-9zj-26g
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jkg-kgc-w94
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w4l-t0b-r7a
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/557-lx5-eb4
title: Emydidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ydz-8sz-8rx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynr-56g-vc4
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zpd-bx1-m4e
title: Bubalus C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpw-cm1-wlj
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spb-94g-qw2
title: Capricornis sumatraensis (Bechstein, 1799)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwa-fap-ewz
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lh4-q0s-js7
title: Proboscidea Illiger, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qs4-reh-0be
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h4s-pj5-gln
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q60-3jj-j6h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.wpb9jh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synedrella nodiflora",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024008-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ghp-aqd-2sa
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j04-h8x-lny
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j0t-10q-gpk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q4q-pqj-7jx
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vqm-eer-ydx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bcz-9zr-731
title: Hystrix (Acanthion) javanica F. Cuvier, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gwy-b7s-azl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6x-8f4-b8y
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zv7-hpl-5l6
title: Macaca Lacépède, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11d-x3m-zzs
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j7f-65k-t0v
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4h-tkt-624
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/22f-96x-z0k
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nw5-71l-lw5
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84k-20q-rym
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mdk-1x5-t1m
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.13130/rd_unimi/u3wu1r/mezwgf
title: 000735.dat
DOI: 10.13130/rd_unimi/u3wu1r/vs7ch8
title: 000816.dat
DOI: 10.13130/rd_unimi/u3wu1r/qje7xj
title: 000992.dat
DOI: 10.13130/rd_unimi/u3wu1r/mbrbka
title: 000213.dat
DOI: 10.13130/rd_unimi/u3wu1r/k6pook
title: 000269.dat
DOI: 10.13130/rd_unimi/u3wu1r/x28paa
title: 000801.dat
DOI: 10.13130/rd_unimi/u3wu1r/pif6ll
title: 000088.dat
DOI: 10.13130/rd_unimi/u3wu1r/1jclco
title: 000873.dat
DOI: 10.13130/rd_unimi/u3wu1r/gna9jl
title: 000503.dat
DOI: 10.13130/rd_unimi/u3wu1r/sk5nit
title: 000679.dat
DOI: 10.25345/c5794172t
title: MassIVE Reanalysis RMSV000000705.1 - Rhododendron simsii proteomics raw mzML files from leaf and flower tissues via LC-MS/MS analysis
title: Raw mzML files generated from LC-MS/MS analysis of Rhododendron simsii leaf and flower tissues. This dataset aims to identify and quantify proteins involved in floral development and stress response of Rhododendron simsii.
DOI: 10.13130/rd_unimi/u3wu1r/l2bw0w
title: 000226.dat
DOI: 10.13130/rd_unimi/u3wu1r/6ag0tm
title: 000989.dat
DOI: 10.13130/rd_unimi/u3wu1r/7h6zil
title: 000477.dat
DOI: 10.13130/rd_unimi/u3wu1r/wxiv7g
title: 000128.dat
DOI: 10.13130/rd_unimi/u3wu1r/w5pvqd
title: 000419.dat
DOI: 10.13130/rd_unimi/u3wu1r/yvrwcp
title: 000637.dat
DOI: 10.13130/rd_unimi/u3wu1r/qqpk8x
title: 000469.dat
DOI: 10.6084/m9.figshare.30501032.v5
title: <b>Multi-scale urban simulation: Integrating spatiotemporal lag effects in demand and allocation of land development</b>

description: This includes all the data and code from the research manuscript "<b>Multi-scale urban simulation: Integrating spatiotemporal lag effects in demand and allocation of land development</b>" comprising the following files:_1Grid-level demand estimation model_2Cell-level spaital allocation model_3Code of figureReadme_EN.docxWhere, _1Grid-level demand estimation model represents the data and code for the urban land demand estimation model; _2Cell-level spaital allocation model represents the data and code for the urban land spatial allocation model; _3Code of figure is the code for the statistical figures of the evaluation results in Figure 3 to Figure 8 of the paper; Readme_CN.docx and Readme_EN.docx provide detailed descriptions of the provided data and code in Chinese and English, respectively.These documents contain example data and complete code, enabling readers to fully reproduce our research results.
DOI: 10.13130/rd_unimi/u3wu1r/qpnypk
title: 000926.dat
DOI: 10.13130/rd_unimi/u3wu1r/mkngus
title: 000505.dat
DOI: 10.13130/rd_unimi/u3wu1r/f6v1xn
title: 000794.dat
DOI: 10.13130/rd_unimi/u3wu1r/uayfbe
title: 000484.dat
DOI: 10.13130/rd_unimi/u3wu1r/vh0t1o
title: 000004.dat
DOI: 10.13130/rd_unimi/u3wu1r/em1oj6
title: 000732.dat
DOI: 10.13130/rd_unimi/u3wu1r/ogvif1
title: 000838.dat
DOI: 10.13130/rd_unimi/u3wu1r/gslpkl
title: 000014.dat
DOI: 10.13130/rd_unimi/u3wu1r/8wzrqj
title: 000176.dat
DOI: 10.13130/rd_unimi/u3wu1r/ekyjcu
title: 000168.dat
DOI: 10.13130/rd_unimi/u3wu1r/4ujtkh
title: 000651.dat
DOI: 10.13130/rd_unimi/u3wu1r/sjxis8
title: 000468.dat
DOI: 10.13130/rd_unimi/u3wu1r/vqrwrq
title: 000597.dat
DOI: 10.13130/rd_unimi/u3wu1r/csttvr
title: 000594.dat
DOI: 10.13130/rd_unimi/u3wu1r/0myzuy
title: 000281.dat
DOI: 10.13130/rd_unimi/u3wu1r/ug0tcj
title: 000423.dat
DOI: 10.13130/rd_unimi/u3wu1r/detjd3
title: 000344.dat
DOI: 10.13130/rd_unimi/u3wu1r/gxqotl
title: 000392.dat
DOI: 10.13130/rd_unimi/u3wu1r/3b6jnx
title: 000988.dat
DOI: 10.13130/rd_unimi/u3wu1r/bid4wk
title: 000298.dat
DOI: 10.15468/dl.dsffaz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.2188 22.79913, -107.0688 22.79913, -107.0688 22.94913, -107.2188 22.94913, -107.2188 22.79913))"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041902-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17630109
title: test data
DOI: 10.5281/zenodo.17630110
title: test data
DOI: 10.13130/rd_unimi/u3wu1r/jlnz2v
title: 000040.dat
DOI: 10.13130/rd_unimi/u3wu1r/xoogxc
title: 000964.dat
DOI: 10.13130/rd_unimi/u3wu1r/hl4fzs
title: 000172.dat
DOI: 10.13130/rd_unimi/u3wu1r/rgm9z5
title: 000280.dat
DOI: 10.13130/rd_unimi/u3wu1r/3scbwm
title: 000713.dat
DOI: 10.13130/rd_unimi/u3wu1r/dl2pdr
title: 000725.dat
DOI: 10.15468/dl.kjt3yy
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fusicoccum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 749 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041903-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/u3wu1r/6ke89a
title: 000935.dat
DOI: 10.15468/91mzbt
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Pigeon ramier 2008 - 2012 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Pigeon ramier fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2008 et 2012
DOI: 10.13130/rd_unimi/u3wu1r/lldyl1
title: 000933.dat
DOI: 10.13130/rd_unimi/u3wu1r/qqopiw
title: 000021.dat
DOI: 10.13130/rd_unimi/u3wu1r/mnz4tl
title: 000608.dat
DOI: 10.6084/m9.figshare.30646841
title: Source data and R code from "Critical thresholds for co-benefits of carbon accumulation and biodiversity conservation under global nitrogen enrichment"

description: Source data and R code used to perform the main analyses described in "Critical thresholds for co-benefits of carbon accumulation and biodiversity conservation under global nitrogen enrichment".
DOI: 10.6084/m9.figshare.30646841.v1
title: Source data and R code from "Critical thresholds for co-benefits of carbon accumulation and biodiversity conservation under global nitrogen enrichment"

description: Source data and R code used to perform the main analyses described in "Critical thresholds for co-benefits of carbon accumulation and biodiversity conservation under global nitrogen enrichment".
DOI: 10.13130/rd_unimi/u3wu1r/i9acai
title: 000329.dat
DOI: 10.13130/rd_unimi/u3wu1r/drdqrd
title: 000387.dat
DOI: 10.13130/rd_unimi/u3wu1r/1vjqrk
title: 000715.dat
DOI: 10.13130/rd_unimi/u3wu1r/rq2iic
title: 000678.dat
DOI: 10.13130/rd_unimi/u3wu1r/h1owdm
title: 000024.dat
DOI: 10.13130/rd_unimi/u3wu1r/6fort4
title: 000728.dat
DOI: 10.13130/rd_unimi/u3wu1r/h8hsjr
title: 000157.dat
DOI: 10.13130/rd_unimi/u3wu1r/jrodci
title: 000766.dat
DOI: 10.13130/rd_unimi/u3wu1r/xpybsy
title: 000409.dat
DOI: 10.15468/dl.2jtp74
title: Occurrence Download

description: A dataset containing 104325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinaceae, Cupressaceae, Taxaceae, Podocarpaceae, Fagaceae, Betulaceae, Juglandaceae, Prunus, Malus, Crataegus, Sorbus, Amelanchier, Ulmaceae, Moraceae, Rhamnaceae, Sapindaceae, Simaroubaceae, Anacardiaceae, Malvaceae, Magnoliaceae, Lauraceae, Salicaceae, Platanaceae, Oleaceae, Bignoniaceae, Cornaceae, Hamamelidaceae, Oxydendrum, Arbutus, Robinia, Cercis, Gleditsia, Gymnocladus, Cladrastis, Albizia, Rutaceae, Aquifoliaceae, Nyssaceae, Araliaceae, Caprifoliaceae, Tamaricaceae, Elaeagnaceae)",
 {
 "or" : [
 "Geometry POLYGON ((-79.29256684103218 39.69540073273096, -79.36794330714507 39.570364486156855, -79.32889616329001 39.591519031490996, -79.29256684103218 39.69540073273096))",
 "Geometry POLYGON ((-74.04585131488393 41.79461265577969, -77.87564582111044 41.01528009190888, -80.31129808603197 37.65758431276723, -80.38015145596471 37.604334661065494, -80.87555582588813 37.35619609191164, -84.21350099057902 36.330866327534906, -87.29086744825153 33.14558775231766, -79.84313842211633 37.22861089922079, -74.04585131488393 41.79461265577969), (-78.12623300705518 39.996146229790874, -78.27326133848665 39.865613647879684, -78.26216602750169 40.16924574104184, -78.12623300705518 39.996146229790874), (-80.94232445618522 36.9302256993677, -81.13301029160806 36.85875032736209, -81.08876768155697 36.92146127302917, -80.94232445618522 36.9302256993677), (-85.36627529584862 34.63181855524817, -86.07440278120704 34.023296632631975, -85.64868087201219 34.50764468731872, -85.36627529584862 34.63181855524817))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Year is greater than or equal to 1980",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 104325 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041874-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/u3wu1r/enemfs
title: 000860.dat
DOI: 10.13130/rd_unimi/u3wu1r/zifb7l
title: 000854.dat
DOI: 10.13130/rd_unimi/u3wu1r/xgkztr
title: 000408.dat
DOI: 10.4121/fa0782ab-760d-4fa7-babf-09bdaab0f509
title: Data and code underlying the publication: Machine Learning-Assisted Pathway Optimization in Large Combinatorial Design Spaces: a p-Coumaric Acid Case Study

description: This repository consists of the code necessary for reproduction of results in the paper Machine Learning-Assisted Pathway Optimization in Large Combinatorial Design Spaces: a p-Coumaric Acid Case Study. The data consists of :NMR screening data of ~3000 engineered S. cerevisiae strains (in code_mlassisted_pca.zip, data/raw/CycleTUD/), and follow-up DBTL cycle (data/raw/CycleTUDValidation)DNA sequencing data (.fasta format, in 4tu_mlassisted_pca_fasta) and coverage per contig files. Processed count matrices and numerical matrices that were downstream-processed from the DNA sequencing data files using .gff biobricks files.<br>Code is also available on the github repository https://github.com/AbeelLab/ml-assisted-p-coumaric-acid-optimization
DOI: 10.13130/rd_unimi/u3wu1r/6y7wbs
title: 000905.dat
DOI: 10.13130/rd_unimi/u3wu1r/pjztdn
title: 000787.dat
DOI: 10.13130/rd_unimi/u3wu1r/zwa1eb
title: 000257.dat
DOI: 10.13130/rd_unimi/u3wu1r/pcrct6
title: 000179.dat
DOI: 10.13130/rd_unimi/u3wu1r/l5a0bz
title: 000558.dat
DOI: 10.13130/rd_unimi/u3wu1r/ahpmr7
title: 000320.dat
DOI: 10.13130/rd_unimi/u3wu1r/vel7f6
title: 000952.dat
DOI: 10.13130/rd_unimi/u3wu1r/zuibhg
title: 000042.dat