cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id165674.1
title: StrainInfo SI-ID 165674.1

description: StrainInfo dataset 165674 about a strain of Pythium grandisporangium. 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-id165675.1
title: StrainInfo SI-ID 165675.1

description: StrainInfo dataset 165675 about a strain of Pythium grandisporangium. 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-id165745.1
title: StrainInfo SI-ID 165745.1

description: StrainInfo dataset 165745 about a strain of Ectophoma pomi. 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-id165746.1
title: StrainInfo SI-ID 165746.1

description: StrainInfo dataset 165746 about a strain of Calophoma complanata. 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-id165747.1
title: StrainInfo SI-ID 165747.1

description: StrainInfo dataset 165747 about a strain of Subplenodomus drobnjacensis. 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-id165748.1
title: StrainInfo SI-ID 165748.1

description: StrainInfo dataset 165748 about a strain of Subplenodomus drobnjacensis. 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-id165840.1
title: StrainInfo SI-ID 165840.1

description: StrainInfo dataset 165840 about a strain of Penicillium nalgiovense. 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-id165841.1
title: StrainInfo SI-ID 165841.1

description: StrainInfo dataset 165841 about a strain of Penicillium nalgiovense. 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.5rl18s
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083507-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtkhfs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003237-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sylkgf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060768-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk8fue
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001433-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v36cgu
title: Occurrence Download

description: A dataset containing 1590694095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1590694095 records from 11761 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010780-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg33n4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudosuccinea columella",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087348-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15497779
title: CNN Training Dataset and Models for Agricultural Sub-Class Mapping from Multispectral UAV Imagery Using a Thematic Labeling System

description: This dataset contains multispectral UAV image samples, derived training patches, metadata, and trained CNN models for agricultural sub-class classification. The samples were collected using RGB and CIR UAV sensors with ground sampling distances (GSD) of 0.027 m, 0.053 m, and 0.064 m, and were resampled to spatial resolutions of 0.060 m and 0.080 m. Data was acquired over agricultural sites in Germany and structured by crop type - Winter Wheat (WW), Spring Barley (SG), Rapeseed (WR), and Corn (KM) - with labels assigned using a thematic sub-class labeling system based on the BBCH scale (vital/dry crop, vital/dry lodged crop, ripening/flowering crop, bare soil and weed infestation). 

The dataset includes raw (tif) and augmented image patches, patch matrices, and TensorFlow CNN models trained separately for each crop type.

Each ZIP file includes a dedicated README.txt. A complete project-wide README.md is provided with this record, detailing the sampling strategy, structure, licensing, and references. This dataset supports the study under review titled: *Toward Generalizable CNN-Based Classification of Agricultural Sub-Classes*.

Related resources:- Code: https://github.com/Aranil/UAVSampleLab- Publication [1]: https://doi.org/10.1016/j.atech.2025.100799- IGARSS 2023 [2]: https://ieeexplore.ieee.org/document/10282406

The Datasets, Code and Publications were created in the frame of the Project Radar-Crop-Monitor funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK), Germany, under the support code FKZ: 50EE1901.
DOI: 10.5281/zenodo.16690159
title: CNN Training Dataset and Models for Agricultural Sub-Class Mapping from Multispectral UAV Imagery Using a Thematic Labeling System

description: This dataset contains multispectral UAV image samples, derived training patches, metadata, and trained CNN models for agricultural sub-class classification. The samples were collected using RGB and CIR UAV sensors with ground sampling distances (GSD) of 0.027 m, 0.053 m, and 0.064 m, and were resampled to spatial resolutions of 0.060 m and 0.080 m. Data was acquired over agricultural sites in Germany and structured by crop type - Winter Wheat (WW), Spring Barley (SG), Rapeseed (WR), and Corn (KM) - with labels assigned using a thematic sub-class labeling system based on the BBCH scale (vital/dry crop, vital/dry lodged crop, ripening/flowering crop, bare soil and weed infestation). 

The dataset includes raw (tif) and augmented image patches, patch matrices, and TensorFlow CNN models trained separately for each crop type.

Each ZIP file includes a dedicated README.txt. A complete project-wide README.md is provided with this record, detailing the sampling strategy, structure, licensing, and references. This dataset supports the study under review titled: *Toward Generalizable CNN-Based Classification of Agricultural Sub-Classes*.

Related resources:- Code: https://github.com/Aranil/UAVSampleLab- Publication [1]: https://doi.org/10.1016/j.atech.2025.100799- IGARSS 2023 [2]: https://ieeexplore.ieee.org/document/10282406

The Datasets, Code and Publications were created in the frame of the Project Radar-Crop-Monitor funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK), Germany, under the support code FKZ: 50EE1901.
DOI: 10.15468/dl.mj72qy
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neltuma laevigata"
 ]
}

 The dataset includes 943 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087350-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxz2ex
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis angulata",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087351-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6e4-45b-57g
title: Cuculus canorus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/s78-jjl-h7h
title: Anas acuta

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/x8q-pqy-l5h
title: Oxylophus levaillantii

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/fyx-d2c-ldj
title: Monticola angolensis angolensis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/kxk-pn9-36e
title: Lybius melanopterus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/74r-sbm-jjn
title: Trochocercus cyanomelas bivittatus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/we1-jzt-brc
title: Turdoides aylmeri mentalis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/xl4-zhg-3gb
title: Nilaus afer minor

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/0ta-vd2-tqf
title: Vidua fischeri

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/3ex-b3v-c7r
title: Melaenornis pammelaina pammelaina

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/f92-3rr-r7d
title: Falco dickinsoni

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/14c-0yj-x6a
title: Dendropicos namaquus namaquus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/x74-hrs-tvk
title: Pogonocichla stellata guttifer

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/azx-ee8-1k6
title: Chrysococcyx klaas

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/mch-w5r-qwy
title: Campethera abingoni suahelica

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/qxy-t3j-srn
title: Chrysococcyx klaas

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/nyd-9we-ns1
title: Cuculus canorus subtelephonus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/t0j-wtk-yaj
title: Eurocephalus ruppelli

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/8fx-36y-v22
title: Chlorocichla flaviventris centralis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/9sa-hhh-pec
title: Coracias spatulatus weigalli

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/q66-23z-hmg
title: Amaurornis flavirostra

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/f8f-b3f-5qx
title: Chrysococcyx cupreus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/sha-vdn-l74
title: Lanius collurio collurio

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/3rh-xq3-wnq
title: Andropadus latirostris latirostris

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/bdw-snr-zm1
title: Malaconotus blanchoti hypopyrrhus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/rg2-28p-x3z
title: Dendropicos fuscescens hartlaubii

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/8me-71t-3nd
title: Telophorus quadricolor nigricauda

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/hge-s74-qfr
title: Lybius torquatus irroratus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/n36-97k-x9c
title: Euplectes ardens suahelicus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/frq-0jx-c9w
title: Ispidina picta natalensis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/xss-7l4-b70
title: Charadrius hiaticula tundrae

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/5h6-vte-yt3
title: Lamprotornis corruscus corruscus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/dmk-3tv-6mg
title: Tauraco livingstonii

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/k1v-yhb-wxl
title: Gallinula chloropus meridionalis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/9wl-t6e-w0w
title: Tricholaema melanocephala stigmatothorax

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/e7z-wrz-9b5
title: Heliangelus amethysticollis laticlavius

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/d2h-5mp-jdx
title: Trachyphonus vaillantii suahelicus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/qzm-28z-kb0
title: Turdoides rubiginosus heuglini

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/t5q-5h2-0vj
title: Apaloderma narina littorale

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.15468/dl.vp8r8d
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastropoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((70 40,80 40,80 50,70 50,70 40))"
 ]
}

 The dataset includes 158 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026236-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0vv-vgx-43a
title: Cisticola natalensis natalensis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/m8q-s2f-810
title: Ardeola ralloides

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/r5h-7vw-761
title: Thamnolaea cinnamomeiventris subrufipennis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/ky0-sad-v8y
title: Vanellus lugubris

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/vl9-v0t-jm0
title: Pternistis leucoscepus infuscatus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/499-9vc-pzb
title: Megaceryle maxima maxima

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/cnv-0gb-dqx
title: Numenius phaeopus phaeopus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/c4k-g9m-nw0
title: Calidris ferruginea

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/lzs-ysp-ah2
title: Prionops scopifrons scopifrons

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/yls-77t-4mf
title: Treron calvus brevicera

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/2p1-qzj-1n7
title: Phyllastrephus debilis rabai

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/44s-0gn-f9g
title: Dioptrornis fischeri fischeri

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/4a3-0ry-k36
title: Phaps chalcoptera

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/bm1-hbj-069
title: Netta erythrophthalma brunnea

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.15468/dl.pzjxh3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monoplacophora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((50 60,60 60,60 70,50 70,50 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026238-251009101135966/datasets/export for details.
DOI: 10.3535/391-xrl-e8l
title: Urocolius indicus pallidus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/cvp-j9w-l9l
title: Musophaga porphyreolopha chlorochlamys

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/vcr-7gm-dh1
title: Thamnolaea cinnamomeiventris subrufipennis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/9tg-4ct-zng
title: Hypargos niveoguttatus macrospilotus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/nf1-7gr-z1l
title: Hypargos niveoguttatus macrospilotus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/nrc-9fe-f7p
title: Malaconotus alius

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/8t6-4rq-bt2
title: Gallicolumba crinigera basilianica

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/gy8-mnt-m39
title: Milvus migrans parasitus

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/98w-037-84q
title: Tricholaema lacrymosa lacrymosa

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/d7v-z78-ny5
title: Halcyon senegaloides

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/z7b-6gj-0zw
title: Pycnonotus barbatus layardi

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/lrm-0t2-3lp
title: Leucosarcia melanoleuca

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/x0b-qv3-b2e
title: Vanellus albiceps

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.3535/yk0-ej4-4lx
title: Cichladusa arquata

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.5517/cc7kkt4
title: CCDC 225426: Experimental Crystal Structure Determination

description: Related Article: Ling Li, Jian Fan, T.Okamura, Yi-Zhi Li, Wei-Yin Sun, N.Ueyama|2004|Supramol.Chem.|16|361|doi:10.1080/10610270410001713286
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7kkv5
title: CCDC 225427: Experimental Crystal Structure Determination

description: Related Article: Ling Li, Jian Fan, T.Okamura, Yi-Zhi Li, Wei-Yin Sun, N.Ueyama|2004|Supramol.Chem.|16|361|doi:10.1080/10610270410001713286
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.