cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5768331
title: First Street Foundation Property Level Flood Risk Statistics V1.3

description: The property level flood risk statistics generated by the First Street Foundation Flood Model Version 1.3 come in CSV format. The data that is included in the CSV includes:



	

	
An FSID; a First Street ID (FSID) is a unique identifier assigned to each location.
	
	

	
The latitude and longitude of a parcel as well as the zip code, census block group, census tract, county, congressional district, and state of a given parcel.
	
	

	
The property’s Flood Factor as well as data on economic loss.
	
	

	
The flood depth in centimeters at the low, medium, and high CMIP 4.5 climate scenarios for the 2, 5, 20, 100, and 500 year storms in 2021, 2036, and 2051.
	
	

	
Data on the cumulative probability of a flood event exceeding the 0cm, 15cm, and 30cm threshold depth is provided at the low, medium, and high climate scenarios for years 2021, 2036, and 2051.
	
	

	
Information on historical events and flood adaptation, such as ID and name.
	



You can download a sample of the property level flood risk statistics generated by First Street's Flood Model on this page. You can purchase the property level data for areas within the contiguous United States on the First Street website here. You can find the data dictionary which breaks down the data that is available with each property-level data purchase here. If you are also interested in the hazard layers, you can find more information here.
DOI: 10.5281/zenodo.5768332
title: First Street Foundation Property Level Flood Risk Statistics V1.3

description: The property level flood risk statistics generated by the First Street Foundation Flood Model Version 1.3 come in CSV format. The data that is included in the CSV includes: An FSID; a First Street ID (FSID) is a unique identifier assigned to each location. The latitude and longitude of a parcel as well as the zip code, census block group, census tract, county, congressional district, and state of a given parcel. The property’s Flood Factor as well as data on economic loss. The flood depth in centimeters at the low, medium, and high CMIP 4.5 climate scenarios for the 2, 5, 20, 100, and 500 year storms in 2021, 2036, and 2051. Data on the cumulative probability of a flood event exceeding the 0cm, 15cm, and 30cm threshold depth is provided at the low, medium, and high climate scenarios for years 2021, 2036, and 2051. Information on historical events and flood adaptation, such as ID and name. You can download a sample of the property level flood risk statistics generated by First Street's Flood Model on this page. You can purchase the property level data for areas within the contiguous United States on the First Street website here. You can find the data dictionary which breaks down the data that is available with each property-level data purchase here. If you are also interested in the hazard layers, you can find more information here.
DOI: 10.60712/si-id218510.1
title: StrainInfo SI-ID 218510.1

description: StrainInfo dataset 218510 about a strain of Absidia caerulea. 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-id218511.1
title: StrainInfo SI-ID 218511.1

description: StrainInfo dataset 218511 about a strain of Mortierella alliacea. 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-id218512.1
title: StrainInfo SI-ID 218512.1

description: StrainInfo dataset 218512 about a strain of Aspergillus candidus. 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-id218595.1
title: StrainInfo SI-ID 218595.1

description: StrainInfo dataset 218595 about a strain of Aspergillus flavus. 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-id218596.1
title: StrainInfo SI-ID 218596.1

description: StrainInfo dataset 218596 about a strain of Aspergillus flavus. 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-id218597.1
title: StrainInfo SI-ID 218597.1

description: StrainInfo dataset 218597 about a strain of Aspergillus flavus. 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-id218598.1
title: StrainInfo SI-ID 218598.1

description: StrainInfo dataset 218598 about a strain of Aspergillus flavus. 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-id218442.1
title: StrainInfo SI-ID 218442.1

description: StrainInfo dataset 218442 about a strain of Mucor javanicus. 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-id218443.1
title: StrainInfo SI-ID 218443.1

description: StrainInfo dataset 218443 about a strain of Mucor javanicus. 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-id218444.1
title: StrainInfo SI-ID 218444.1

description: StrainInfo dataset 218444 about a strain of Mucor javanicus. 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-id218445.1
title: StrainInfo SI-ID 218445.1

description: StrainInfo dataset 218445 about a strain of Mucor javanicus. 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-id218513.1
title: StrainInfo SI-ID 218513.1

description: StrainInfo dataset 218513 about a strain of Aspergillus candidus. 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-id218514.1
title: StrainInfo SI-ID 218514.1

description: StrainInfo dataset 218514 about a strain of Aspergillus alliaceus. 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-id218515.1
title: StrainInfo SI-ID 218515.1

description: StrainInfo dataset 218515 about a strain of Aspergillus awamori. 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-id218516.1
title: StrainInfo SI-ID 218516.1

description: StrainInfo dataset 218516 about a strain of Aspergillus awamori. 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-id218599.1
title: StrainInfo SI-ID 218599.1

description: StrainInfo dataset 218599 about a strain of Aspergillus flavus. 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-id218600.1
title: StrainInfo SI-ID 218600.1

description: StrainInfo dataset 218600 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-id218601.1
title: StrainInfo SI-ID 218601.1

description: StrainInfo dataset 218601 about a strain of Monascus purpureus. 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: 10.21227/r3tf-xz68
title: Dental Digital Scribe Dataset

description: The large and diverse access to data sources in healthcare has boosted the application of novel computer techniques that can extract meaningful information to improve patients' prognoses and other important medical uses. However, current systems require the professional to manually type the information, which increases the risk of transcription errors and cross-contamination. We propose an automated system that allows healthcare professionals to dictate clinical information that can be transcribed and analyzed. Since most existing systems have been developed for the English language,  we propose a unified system to automatically record, transcribe, and identify key information content in Spanish audio.  This system consists of two stages: a commercial Speech-to-Text API and an in-house Named Entity Recognition model trained on Spanish clinical narratives. To understand the capacity of our system, we performed a detailed error analysis from a linguistic and computational point of view using word error rates (WER) and $F_1$ scores metrics. Our results show a mean WER
of 10.44\%, 9.98\%, and 9.06\%  for dental, medical, and general domains, respectively.  The mean $F_1$ score for automatic entity recognition is 0.86 for texts in the medical domain and 0.80 for the dental domain. In the transcription, typical errors are words changed from plural to singular or vice versa, and many verbs changed pronoun or tense verbs.
DOI: 10.60712/si-id218446.1
title: StrainInfo SI-ID 218446.1

description: StrainInfo dataset 218446 about a strain of Mucor javanicus. 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-id218602.1
title: StrainInfo SI-ID 218602.1

description: StrainInfo dataset 218602 about a strain of Monascus purpureus. 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-id218447.1
title: StrainInfo SI-ID 218447.1

description: StrainInfo dataset 218447 about a strain of Mucor javanicus. 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-id218448.1
title: StrainInfo SI-ID 218448.1

description: StrainInfo dataset 218448 about a strain of Mucor javanicus. 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-id218449.1
title: StrainInfo SI-ID 218449.1

description: StrainInfo dataset 218449 about a strain of Mucor javanicus. 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-id218517.1
title: StrainInfo SI-ID 218517.1

description: StrainInfo dataset 218517 about a strain of Aspergillus awamori. 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-id218518.1
title: StrainInfo SI-ID 218518.1

description: StrainInfo dataset 218518 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: 10.60712/si-id218519.1
title: StrainInfo SI-ID 218519.1

description: StrainInfo dataset 218519 about a strain of Aspergillus awamori. 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-id218603.1
title: StrainInfo SI-ID 218603.1

description: StrainInfo dataset 218603 about a strain of Paecilomyces variotii. 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-id218604.1
title: StrainInfo SI-ID 218604.1

description: StrainInfo dataset 218604 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-id218605.1
title: StrainInfo SI-ID 218605.1

description: StrainInfo dataset 218605 about a strain of Talaromyces trachyspermus. 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-id218606.1
title: StrainInfo SI-ID 218606.1

description: StrainInfo dataset 218606 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-id218450.1
title: StrainInfo SI-ID 218450.1

description: StrainInfo dataset 218450 about a strain of Mucor javanicus. 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-id218451.1
title: StrainInfo SI-ID 218451.1

description: StrainInfo dataset 218451 about a strain of Mucor javanicus. 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-id218452.1
title: StrainInfo SI-ID 218452.1

description: StrainInfo dataset 218452 about a strain of Mucor javanicus. 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-id218453.1
title: StrainInfo SI-ID 218453.1

description: StrainInfo dataset 218453 about a strain of Mucor javanicus. 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-id218520.1
title: StrainInfo SI-ID 218520.1

description: StrainInfo dataset 218520 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: 10.60712/si-id218521.1
title: StrainInfo SI-ID 218521.1

description: StrainInfo dataset 218521 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: 10.60712/si-id218522.1
title: StrainInfo SI-ID 218522.1

description: StrainInfo dataset 218522 about a strain of Aspergillus candidus. 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-id218523.1
title: StrainInfo SI-ID 218523.1

description: StrainInfo dataset 218523 about a strain of Aspergillus carbonarius. 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-id218607.1
title: StrainInfo SI-ID 218607.1

description: StrainInfo dataset 218607 about a strain of Talaromyces helicus. 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-id218608.1
title: StrainInfo SI-ID 218608.1

description: StrainInfo dataset 218608 about a strain of Talaromyces wortmannii. 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-id218609.1
title: StrainInfo SI-ID 218609.1

description: StrainInfo dataset 218609 about a strain of Aspergillus cejpii. 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-id218454.1
title: StrainInfo SI-ID 218454.1

description: StrainInfo dataset 218454 about a strain of Mucor javanicus. 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-id218610.1
title: StrainInfo SI-ID 218610.1

description: StrainInfo dataset 218610 about a strain of Monascus ruber. 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-id218455.1
title: StrainInfo SI-ID 218455.1

description: StrainInfo dataset 218455 about a strain of Backusella lamprospora. 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-id218456.1
title: StrainInfo SI-ID 218456.1

description: StrainInfo dataset 218456 about a strain of Mucor fuscus. 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-id218457.1
title: StrainInfo SI-ID 218457.1

description: StrainInfo dataset 218457 about a strain of Mucor plumbeus. 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-id218524.1
title: StrainInfo SI-ID 218524.1

description: StrainInfo dataset 218524 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: 10.60712/si-id218525.1
title: StrainInfo SI-ID 218525.1

description: StrainInfo dataset 218525 about a strain of Aspergillus foetidus. 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-id218526.1
title: StrainInfo SI-ID 218526.1

description: StrainInfo dataset 218526 about a strain of Aspergillus fumigatus. 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-id218527.1
title: StrainInfo SI-ID 218527.1

description: StrainInfo dataset 218527 about a strain of Aspergillus fumigatus. 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-id218528.1
title: StrainInfo SI-ID 218528.1

description: StrainInfo dataset 218528 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-id218611.1
title: StrainInfo SI-ID 218611.1

description: StrainInfo dataset 218611 about a strain of Monascus ruber. 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-id218612.1
title: StrainInfo SI-ID 218612.1

description: StrainInfo dataset 218612 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-id218613.1
title: StrainInfo SI-ID 218613.1

description: StrainInfo dataset 218613 about a strain of Penicillium decumbens. 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.