cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/f8e1-5934
title: "Multispectral Remote Sensing for Weed Detection in West Australian Agricultural Lands"

description: "BAWSeg is a large-scale UAV multispectral benchmark dataset for field-level barley weed semantic segmentation, constructed from repeated RTK-enabled UAV surveys over two commercial rainfed barley paddocks near Kondinin, Western Australia (E2: lat \u221232.508363, lon 118.338139; E8: lat \u221232.516563, lon 118.353799). Data were acquired across four growing seasons (2020\u20132023) using a DJI Phantom 4 Multispectral (P4M) platform with six synchronized cameras: five monochrome narrowband sensors (Blue\/Green\/Red\/RedEdge\/NIR) at 1600\u00d71300 pixels (focal length 5.74 mm, pixel pitch 2.74 \u03bcm) and one nadir RGB camera at 4000\u00d73000 pixels. All missions used nadir viewing (gimbal \u221290\u00b0), flight altitude 120 m AGL, 80% forward\/side overlap, and a commanded groundspeed of 5 m\u00b7s\u207b\u00b9. A D-RTK 2 base station provided real-time corrections, and per-frame exposure-time geotags were written into image EXIF via TimeSync. Each sortie includes radiometric reference panel captures (Spectralon, 1 m\u00d71 m) and per-exposure irradiance measurements to support repeatable conversion to surface reflectance.This DataPort release contains (i) raw per-frame multispectral and RGB imagery with complete acquisition metadata, (ii) mission boundary and flight-line geometry, (iii) radiometrically calibrated, band-coregistered orthomosaics exported as tiled GeoTIFF reflectance maps for all five bands, (iv) orthomosaic-level vegetation index rasters (NDVI, GNDVI, EVI, SAVI, MSAVI), (v) dense pixel-level semantic annotations for crop\/weed\/other with an explicit ignore label for out-of-field\/invalid pixels, and (vi) a leakage-free benchmark protocol based on non-overlapping 1024\u00d71024 spatial blocks and a fixed block split reused across years, plus training-ready 256\u00d7256 patches (stride 128) with per-patch metadata. BAWSeg enables reproducible evaluation under within-plot, cross-plot, and cross-year settings for precision weed mapping and robust multispectral segmentation research. The total data volume exceeds 500 GB, preserving full traceability from raw frames to benchmark-ready patches."
DOI: 10.15468/dl.7y9txe
title: Occurrence Download

description: A dataset containing 145576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lithobates catesbeianus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 145576 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007575-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5s6u3
title: Occurrence Download

description: A dataset containing 979930 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ciliophora"
 ]
}

 The dataset includes 979930 records from 1051 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165904-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vnca8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum kykkoticum Hadjik. & Alziar"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154370-220831081235567/datasets/export for details.
DOI: 10.15468/dl.9v6gwh
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola smithii (Raym.-Hamet) S.H.Fu"
 ]
}

 The dataset includes 101 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172781-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trck49
title: Occurrence Download

description: A dataset containing 4249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacula krameri (Scopoli, 1769)"
 ]
}

 The dataset includes 4249 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165898-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhyqdz
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola tangutica (Maxim.) S.H.Fu"
 ]
}

 The dataset includes 66 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172785-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uyxmk
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum krynkense Lavrenko"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154376-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp6qm3
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Yoldiella frigida (Torell, 1859)",
 "Geometry Polygon ((-0.81872320224334705 81.71335986952006181, 15.11673521981012946 82.94093416616939862, 55.03837845422534514 82.93072605576169565, 68.89890739424060939 82.76538423844311865, 68.23492995998834942 76.91672887805012238, 66.65798355363932615 76.41899886398434205, 58.35826562548645313 75.2830057792397298, 53.62742640643935488 72.27604926014167575, 56.51370019053020144 70.7184319212233703, 61.20731985535795161 69.33373585697623298, 61.03848461561595684 68.59378701793275468, 59.48520040998950265 68.17044220597425408, 56.31109790283980487 68.39555084581948563, 54.55521140952295411 67.98114593841629016, 51.6512452859604565 68.17044220597425408, 48.65267784747624091 67.02924254972219842, 40.94483653932162071 65.40948750740305684, 40.32919426231246263 64.38453675707305024, 38.06363068291878449 63.85719999959601267, 35.45330742839996674 63.59523518951031207, 32.17809051471124349 66.47463978769231119, 31.61169961986282928 67.35413577830914278, 38.21138482940098413 66.43524838936303922, 40.30456857123208891 66.65113196644773552, 40.03368596934806334 67.62779915964847532, 34.17277149222090316 68.8963607305246768, 27.46509718561969038 69.94367113526196533, 23.20588516082897712 69.84830520059951198, 19.77835359058319753 69.06055172175248913, 14.73786598728060149 67.08356056086624619, 12.041205119513684 67.75195906073822982, 8.34509648852492347 77.01326974603688313, -0.81872320224334705 \n 81.71335986952006181))",
 {
 "and" : [
 "Year is greater than 1950",
 "Year is less than or equal to 1980"
 ]
 }
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165925-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dj8u7x
title: Occurrence Download

description: A dataset containing 54755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "Geometry POLYGON((127.83479 30.19827,123.50039 27.24445,121.34923 24.41906,122.66561 20.30939,130.14648 11.7369,141.54437 15.84656,136.37518 22.01105,145.10965 22.13363,145.5256 22.13947,139.55375 25.96018,138.01262 25.51068,137.94841 26.21703,137.9163 26.89127,136.72836 27.79026,131.55917 32.70259,127.83479 30.19827))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (OKINAWA Pref., OKinawa, OkINAwA, Okinawa, Okinawa (沖繩縣), Okinawa (Iriomote Is.,), Okinawa ., Okinawa ?, Okinawa C, Okinawa Group)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 54755 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172773-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qnf23
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum krendlii Polatschek"
 ]
}

 The dataset includes 17 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154375-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uwsw4
title: Occurrence Download

description: A dataset containing 117306 species occurrences available in GBIF matching the query:
{
 "PublishingCountry" : [
 "is Virgin Islands (U.S.)"
 ]
}

 The dataset includes 117306 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165906-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxyuhw
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola sexifolia S.H.Fu"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172777-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3wm2c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum kerbabaevii Kurbanov & Gudkova"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154386-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp995b
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus terrestris lusitanicus Krüger, 1956, Bombus terrestris terrestris, Liparetrus atriceps MacLeay, 1864, Cetonia aurata (Linnaeus, 1758), Oxythyrea funesta (Poda, 1761), Plecia nearctica Hardy, 1940, Argyresthia conjugella Zeller, 1839, Pachnoda marginata (Drury, 1773), Diabrotica Chevrolat, 1836, Hylobius E.F.Germar, 1817, Agriotes Eschscholtz, 1829, Phyllophaga Harris, 1826, Anomala Samouelle, 1819)",
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 89 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165910-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2gbx2
title: Occurrence Download

description: A dataset containing 841520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cuba, Dominican Republic, Haiti, Jamaica, Puerto Rico, Virgin Islands (British), Virgin Islands (U.S.), Anguilla, Saint Barthélemy, Bonaire, Sint Eustatius and Saba, Saint Martin (French part), Sint Maarten (Dutch part), Saint Kitts and Nevis, Antigua and Barbuda, Montserrat, Guadeloupe, Dominica, Martinique, Saint Lucia, Saint Vincent and the Grenadines, Grenada, Barbados)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Magnoliopsida, Liliopsida, Pinopsida, Cycadopsida)"
 ]
}

 The dataset includes 841520 records from 453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253636-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t755ys
title: Occurrence Download

description: A dataset containing 12418 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haliotis rubra Leach, 1814"
 ]
}

 The dataset includes 12418 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066050-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id297087.1
title: StrainInfo SI-ID 297087.1

description: StrainInfo dataset 297087 about a strain of Streptomyces olivaceiscleroticus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296895.1
title: StrainInfo SI-ID 296895.1

description: StrainInfo dataset 296895 about a strain of Aspergillus clavatus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.8bc6g6
title: Occurrence Download

description: A dataset containing 3790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetoderma nitidulum Lovén, 1844"
 ]
}

 The dataset includes 3790 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065491-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id296896.1
title: StrainInfo SI-ID 296896.1

description: StrainInfo dataset 296896 about a strain of Aspergillus glaucus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296897.1
title: StrainInfo SI-ID 296897.1

description: StrainInfo dataset 296897 about a strain of Aspergillus chevalieri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296898.1
title: StrainInfo SI-ID 296898.1

description: StrainInfo dataset 296898 about a strain of Aspergillus biplanus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296899.1
title: StrainInfo SI-ID 296899.1

description: StrainInfo dataset 296899 about a strain of Aspergillus diversus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296976.1
title: StrainInfo SI-ID 296976.1

description: StrainInfo dataset 296976 about a strain of Candida amphicis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.lpstz5
title: Occurrence Download

description: A dataset containing 14394 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Eptesicus fuscus (Palisot de Beauvois, 1796)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14394 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007754-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id296977.1
title: StrainInfo SI-ID 296977.1

description: StrainInfo dataset 296977 about a strain of Candida michaelii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296978.1
title: StrainInfo SI-ID 296978.1

description: StrainInfo dataset 296978 about a strain of Candida cerambycidarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296979.1
title: StrainInfo SI-ID 296979.1

description: StrainInfo dataset 296979 about a strain of Candida gorgasii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id297101.1
title: StrainInfo SI-ID 297101.1

description: StrainInfo dataset 297101 about a strain of Amycolatopsis lexingtonensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id297102.1
title: StrainInfo SI-ID 297102.1

description: StrainInfo dataset 297102 about a strain of Enterococcus haemoperoxidus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id297103.1
title: StrainInfo SI-ID 297103.1

description: StrainInfo dataset 297103 about a strain of Pichia norvegensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id297104.1
title: StrainInfo SI-ID 297104.1

description: StrainInfo dataset 297104 about a strain of Aspergillus niger. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.nb9z97
title: Occurrence Download

description: A dataset containing 4128 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Lasmigona compressa (I.Lea, 1829)",
 "TaxonKey is Toxolasma parvum (Barnes, 1823)"
 ]
}

 The dataset includes 4128 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069469-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id296900.1
title: StrainInfo SI-ID 296900.1

description: StrainInfo dataset 296900 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296901.1
title: StrainInfo SI-ID 296901.1

description: StrainInfo dataset 296901 about a strain of Aspergillus westerdijkiae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296902.1
title: StrainInfo SI-ID 296902.1

description: StrainInfo dataset 296902 about a strain of Aspergillus westerdijkiae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296903.1
title: StrainInfo SI-ID 296903.1

description: StrainInfo dataset 296903 about a strain of Aspergillus steynii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.ke4yjj
title: Occurrence Download

description: A dataset containing 8177 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Gamochaeta purpurea (L.) Cabrera)"
 ]
}

 The dataset includes 8177 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084598-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id296980.1
title: StrainInfo SI-ID 296980.1

description: StrainInfo dataset 296980 about a strain of Candida endomychidarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.6k2zc7
title: Occurrence Download

description: A dataset containing 1162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siphonaria pectinata (Linnaeus, 1758)"
 ]
}

 The dataset includes 1162 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066070-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nr7m7
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Trachylepis sulcata (Peters, 1867)"
 ]
}

 The dataset includes 840 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188557-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id296981.1
title: StrainInfo SI-ID 296981.1

description: StrainInfo dataset 296981 about a strain of Aspergillus nidulans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id296984.1
title: StrainInfo SI-ID 296984.1

description: StrainInfo dataset 296984 about a strain of Paracoccus sulfuroxidans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.