cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id394819.1
title: StrainInfo SI-ID 394819.1

description: StrainInfo dataset 394819 about a strain of Ophiostoma. 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.mmf47x
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis multiflora Benth."
 ]
}

 The dataset includes 84 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001984-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id394820.1
title: StrainInfo SI-ID 394820.1

description: StrainInfo dataset 394820 about a strain of Colletotrichum gloeosporioides. 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: 10.34740/kaggle/ds/5256022
title: 2020 🇺🇸 US Coast Guard + NOAA AIS Dataset
DOI: 10.60712/si-id394821.1
title: StrainInfo SI-ID 394821.1

description: StrainInfo dataset 394821 about a strain of Colletotrichum gloeosporioides. 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-id394822.1
title: StrainInfo SI-ID 394822.1

description: StrainInfo dataset 394822 about a strain of Fusarium equiseti. 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.1burpf
title: Occurrence Download

description: A dataset containing 6360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melpomene A.R.Sm. & R.C.Moran"
 ]
}

 The dataset includes 6360 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004313-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id394424.1
title: StrainInfo SI-ID 394424.1

description: StrainInfo dataset 394424 about a strain of Clavibacter sepedonicus. 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-id394425.1
title: StrainInfo SI-ID 394425.1

description: StrainInfo dataset 394425 about a strain of Clavibacter sepedonicus. 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-id394426.1
title: StrainInfo SI-ID 394426.1

description: StrainInfo dataset 394426 about a strain of Clavibacter. 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-id394731.1
title: StrainInfo SI-ID 394731.1

description: StrainInfo dataset 394731 about a strain of Valsa sordida. 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-id394732.1
title: StrainInfo SI-ID 394732.1

description: StrainInfo dataset 394732 about a strain of Ophiostoma. 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-id394733.1
title: StrainInfo SI-ID 394733.1

description: StrainInfo dataset 394733 about a strain of Ophiostoma. 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-id394823.1
title: StrainInfo SI-ID 394823.1

description: StrainInfo dataset 394823 about a strain of Discohainesia oenotherae. 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: 10.15468/5g3sj5
title: 2020_nsmk_smpl_pl_450

description: National Science Museum 2020
Plant Resource Collection List
DOI: 10.60712/si-id394824.1
title: StrainInfo SI-ID 394824.1

description: StrainInfo dataset 394824 about a strain of Penicillium glabrum. 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-id394825.1
title: StrainInfo SI-ID 394825.1

description: StrainInfo dataset 394825 about a strain of Ophiostoma. 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-id394826.1
title: StrainInfo SI-ID 394826.1

description: StrainInfo dataset 394826 about a strain of Ophiostoma. 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-id394427.1
title: StrainInfo SI-ID 394427.1

description: StrainInfo dataset 394427 about a strain of Pantoea ananatis. 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-id394428.1
title: StrainInfo SI-ID 394428.1

description: StrainInfo dataset 394428 about a strain of Pantoea ananatis. 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-id394429.1
title: StrainInfo SI-ID 394429.1

description: StrainInfo dataset 394429 about a strain of Pantoea ananatis. 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-id394430.1
title: StrainInfo SI-ID 394430.1

description: StrainInfo dataset 394430 about a strain of Pantoea ananatis. 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-id394734.1
title: StrainInfo SI-ID 394734.1

description: StrainInfo dataset 394734 about a strain of Ophiostoma ips. 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-id394735.1
title: StrainInfo SI-ID 394735.1

description: StrainInfo dataset 394735 about a strain of Ophiostoma ips. 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-id394736.1
title: StrainInfo SI-ID 394736.1

description: StrainInfo dataset 394736 about a strain of Ophiostoma ips. 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-id394737.1
title: StrainInfo SI-ID 394737.1

description: StrainInfo dataset 394737 about a strain of Ophiostoma ips. 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.b8eddt
title: Occurrence Download

description: A dataset containing 14531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula poscharskyana Degen)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14531 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086207-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id394827.1
title: StrainInfo SI-ID 394827.1

description: StrainInfo dataset 394827 about a strain of Ophiostoma. 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.q5ntyu
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ravenala madagascariensis Sonn., Ravenala madagascariensis Adans., 1763, Ravenala madagascariensis J.F.Gmel., 1791)"
 ]
}

 The dataset includes 625 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086206-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85ehqn
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthostyles buniifolius",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 537 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017611-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt3659
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Shuaria ecuadorica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 160 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017612-260208012135463/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/14836809
title: Financial and regulatory impact simulator
DOI: 10.15468/dl.awfp7e
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lychnophora ericoides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 502 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017613-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw7zsy
title: Occurrence Download

description: A dataset containing 923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinningia elatior",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 923 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017614-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzpp62
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum argentinum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 845 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017615-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17189084
title: Heavy precipitation-induced Yangtze River runoff greatly regulates heterotrophic prokaryotes production and induces P-limited growth in the northern East China Sea

description: To elucidate the impact of Yangtze River Diluted Water (YRDW) on Heterotrophic prokaryotes production (HPP) and growth-limiting resources, we conducted comprehensive microbial oceanographic measurements from 2020 to 2022, integrating satellite image analysis and optical property measurements of dissolved organic carbon (DOC) in the northern East China Sea (31.5-32.5°N, 124.5-127.1°E).

Seawater samples were collected on board. Limiting resources assay were conducted on board. DOC, fluorescent dissolved organic matter, prokaryotes abundance (PA), heterotrophic prokaryotes production (HPP) and primary production (PP) of seawater were analyzed.

Please refer to the attached dataset template for further details.
DOI: 10.5281/zenodo.18639928
title: Heavy precipitation-induced Yangtze River runoff greatly regulates heterotrophic prokaryotes production and induces P-limited growth in the northern East China Sea

description: To elucidate the impact of Yangtze River Diluted Water (YRDW) on Heterotrophic prokaryotes production (HPP) and growth-limiting resources, we conducted comprehensive microbial oceanographic measurements from 2020 to 2022, integrating satellite image analysis and optical property measurements of dissolved organic carbon (DOC) in the northern East China Sea (31.5-32.5°N, 124.5-127.1°E).

Seawater samples were collected on board. Limiting resources assay were conducted on board. DOC, fluorescent dissolved organic matter, prokaryotes abundance (PA), heterotrophic prokaryotes production (HPP) and primary production (PP) of seawater were analyzed.

Please refer to the attached dataset template for further details.
DOI: 10.15468/dl.4v9rrt
title: Occurrence Download

description: A dataset containing 2111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macairea radula",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2111 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017616-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwzwp7
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinningia tuberosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 38 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017617-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k5rra
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycium cestroides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 514 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017618-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjvvhv
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenophora calycosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 487 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017620-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sddrwm
title: Occurrence Download

description: A dataset containing 3316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marcetia taxifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3316 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017619-260208012135463/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/14836712
title: 📊 ICC Cricket World Cup Dataset (1975-2026)
DOI: 10.15468/dl.ncgdxt
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna morongii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 262 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017621-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu7dnn
title: Occurrence Download

description: A dataset containing 1858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonopsis pilosula"
 ]
}

 The dataset includes 1858 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017622-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ttuwn
title: Occurrence Download

description: A dataset containing 1044 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles culicifacies"
 ]
}

 The dataset includes 1044 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017623-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmeyuu
title: Occurrence Download

description: A dataset containing 7816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia albicans",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 7816 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017624-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpmxgv
title: Occurrence Download

description: A dataset containing 4856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is one of (Benin, Côte d’Ivoire, Burkina Faso, Togo, Guinea, Nigeria, Senegal, Guinea-Bissau, Niger, Sierra Leone, Liberia, Gambia, Mali, Ghana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Afzelia africana",
 "Year 1970-2026"
 ]
}

 The dataset includes 4856 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017625-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7p7jk
title: Occurrence Download

description: A dataset containing 6266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloysia gratissima",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6266 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017626-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18639587
title: BdNoise-10: Raw audio recordings for urban environmental noise classification

description: Overview

BdNoise-10 is a large-scale environmental audio dataset containing 5,035 real-world urban noise recordings from Bangladesh. The dataset captures the chaotic and unique acoustic signature of developing urban environments, featuring 10 distinct categories: bike, bus, car, CNG auto-rickshaw, construction noise, protest, siren, traffic jam, train, and truck.





Total Size: 5,035 files




Format: WAV (16kHz, Mono, 16-bit)




Duration: Fixed 10-second clips




Geographic Coverage: 8 major cities in Bangladesh (Sylhet, Dhaka, Chattogram, Rajshahi, Khulna, Rangpur, Bandarban, Chandpur).



Dataset Statistics





Total Audio Files: 5,035




Total Duration: 839.17 minutes (~13.98 hours)




Number of Categories: 10




File Format: WAV (16-bit, PCM)




Sampling Rate: 16,000 Hz (16 kHz)




Channels: Mono




Data Sources: ~50% field recordings, ~50% online sources



Category Distribution

The dataset contains approximately 500-504 files per category for: bike, bus, car, cng_auto, construction, protest, siren, traffic_jam, train, and truck.

File Naming Convention

Audio files follow a strict naming pattern: {category}_{sequence_number}.wav





Example: bike_0001.wav (First bike recording)



Technical Specifications





Audio Format: WAV (Waveform Audio File Format)




Bit Depth: 16-bit signed PCM




Sampling Rate: 16 kHz




Recording Period: February - November 2025




Recording Devices: Samsung Galaxy S22 Ultra, Oppo A15, Samsung A30.



Baseline Results

Benchmarks established using an 80/20 train/test split:





Whisper-Base: 99.1% Accuracy




Wav2Vec2-Base: 97.3% Accuracy




CNN: 90.2% Accuracy



Contact

For questions regarding this dataset:





Md. Nasir Uddin (nasirpks36@gmail.com)




Md Mehedi Hasan (mehedi.hasan49535@gmail.com)




Mohammad Shahidur Rahman (rahmanms@sust.edu)



Department of CSE, Shahjalal University of Science and Technology (SUST), Bangladesh.