cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17932940
title: Serially Complete Station Precipitation and Temperature Data for CONUS (1950-2023)

description: Description:

This dataset provides gap-filled and reconstructed daily station observations of precipitation and temperature across the Contiguous United States (CONUS) from 1950 to 2023. It is derived from high-density networks (GHCN-D and MADIS) using a multi-strategy reconstruction approach, including quantile mapping, interpolation, machine learning, and merging methods. The dataset contains 24,727 precipitation stations and 14,694 temperature stations with no missing values, offering a spatially and temporally complete foundation for climate analysis, hydrological modeling, and ensemble estimation. Note the number of stations is a bit smaller than that used in the relevant publication because MADIS stations are excluded due to its restriction regarding data distribution. The relevant ensemble gridded precipitation and temperature dataset is available on NCAR GDEX.

Key Features:





Variables: Daily precipitation, mean temperature (Tmean), and temperature range (Trange)




Temporal coverage: 1950-01-01 to 2023-12-31




Spatial coverage: CONUS and surrounding regions




Station count: 25,887 precipitation stations, 20,998 temperature stations




Data quality: High accuracy (median KGE″: 0.89 for precipitation, 0.99 for Tmean, 0.93 for Trange)




Format: NetCDF (CF-compliant)



Citation:

If you use this dataset, please cite the following publications:

Tang, G., Wood, A. W., Newman, A. J., Kirstetter, P. E., Mueller, C., & Frans, C. (2025). High-resolution ensemble precipitation and temperature datasets for CONUS based on a probabilistic geospatial estimation approach. Journal of Hydrology, 134761.

Tang, G., Clark, M. P., & Papalexiou, S. M. (2021). SC-Earth: A station-based serially complete Earth dataset from 1950 to 2019. Journal of Climate, 34(16), 6493-6511.

Contact:Guoqiang Tang (guoqiang.tang@whu.edu.cn)Andy Wood (andywood@ucar.edu)

Acknowledgement:

This study is supported primarily by research grants from NOAA's Climate Program Office (Award #s NA23OAR4310448 and NA23OAR4310446) with additional support from the National Natural Science Foundation of China (U2340213) and the United States Army Corps of Engineers (the ‘Robust Hydrology’ projects). We also acknowledge the high-performance computing support from the Derecho system (doi:10.5065/qx9a-pg09) that is managed by the National Science Foundation (NSF)-sponsored National Center for Atmospheric Research (NCAR). This material is also based upon work supported by the NSF NCAR, which is a major facility sponsored by the U.S. National Science Foundation under Cooperative Agreement No. 1852977.
DOI: 10.15468/tsezcp
title: One new species of the genus Ocellarnaca Gorochov, 2004 (Orthoptera: Gryllacrididae) from Yunnan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Su, Jie, Zhang, Tao, Shi, Fuming (2024): One new species of the genus Ocellarnaca Gorochov, 2004 (Orthoptera: Gryllacrididae) from Yunnan, China. Zootaxa 5397 (1): 141-145, DOI: 10.11646/zootaxa.5397.1.9, URL: http://dx.doi.org/10.11646/zootaxa.5397.1.9AbstractThis paper reports one new species of the genus Ocellarance Gorochov, 2004 from Yunnan, China, i.e. Ocellarnaca virida sp. nov. Diagnostic illustrations are provided. The type specimen is deposited in the Museum of Hebei University.
DOI: 10.15468/abyys3
title: A new species in the genus Precis Hübner, [1819] (Lepidoptera: Nymphalidae Nymphalinae), another surprising discovery in the Nimba Mountains, Guinea and the broader Guinea Highlands in West Africa

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sáfián, Szabolcs, Florczyk, Klaudia, Takano, Hitoshi (2023): A new species in the genus Precis Hübner, [1819] (Lepidoptera: Nymphalidae Nymphalinae), another surprising discovery in the Nimba Mountains, Guinea and the broader Guinea Highlands in West Africa. Zootaxa 5249 (4): 465-476, DOI: 10.11646/zootaxa.5249.4.4, URL: http://dx.doi.org/10.11646/zootaxa.5249.4.4AbstractA new species in the genus Precis (Papilionoidea, Nymphalidae, Nymphalinae), described in this paper as P. koivoguii sp. n., was discovered in the Nimba Mountains, Guinea, West Africa, and specimens were also identified from the neighbouring mountainous area in Ivory Coast in the broader Guinea Highlands. In appearance the species is similar to some wet season forms of the widely distributed P. pelarga and the Madagascan P. andremiaja, but in size and wingshape, it also resembles P. ceryne, and could have been a natural hybrid between this latter species and P. pelarga. The specific distinction from these taxa was confirmed by marked differences in male genitalia and constant phenotypic characteristics. Based on the type series, it was thought that the new species might be endemic to mid- and high-altitude habitats, particularly forestscrub-grassland edges or wetlands in the broader Guinea Highlands but a new photographic record from western Ghana suggests a much wider distribution in suitable habitats of the Upper Guinean forest zone.
DOI: 10.15468/wh78n9
title: First report of a cricket with filiform hairs on foretibia (Orthoptera: Gryllidae Gryllinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Liu, Yi-Jiao, He, Zhu-Qing (2022): First report of a cricket with filiform hairs on foretibia (Orthoptera: Gryllidae Gryllinae). Zootaxa 5125 (5): 583-588, DOI: 10.11646/zootaxa.5125.5.8AbstractThere are hundreds of filiform mechanosensory hairs on the cricket cercus, however, such sensory hairs have never been reported on cricket foretiba. In this study, we collected a new species from China, which possesses two long filiform hairs on foretibia. Combined with its burrowing habit, these hairs mainly contribute to detecting ground vibration. We describe a new genus for this new species Fodigryllus bisetus gen. et sp. nov. The type specimens are deposited in the Museum of Biology, East China Normal University (ECNU).Key word: Orthoptera, China, new genus, new species, COI
DOI: 10.15468/n5tbze
title: Range Extension of the Genus Lycogaster Shuckard, 1841 (Hymenoptera: Trigonalyidae) to India with the Species L. rufiventris (Magretti, 1897) from Northeastern India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Amal, S., Achterberg, Cornelis Van, Rameshkumar, A., Kumar, P. Girish (2024): Range Extension of the Genus Lycogaster Shuckard, 1841 (Hymenoptera: Trigonalyidae) to India with the Species L. rufiventris (Magretti, 1897) from Northeastern India. Zootaxa 5541 (2): 241-244, DOI: 10.11646/zootaxa.5541.2.9, URL: http://dx.doi.org/10.11646/zootaxa.5541.2.9
DOI: 10.15468/6q3hzq
title: The diatom genus Longinata Hajós (Bacillariophyta): structure, relationships and distribution

description: This dataset contains the digitized treatments in Plazi based on the original journal article Williams, David M., Sims, Pat A. (2023): The diatom genus Longinata Hajós (Bacillariophyta): structure, relationships and distribution. Phytotaxa 591 (3): 209-219, DOI: 10.11646/phytotaxa.591.3.3, URL: http://dx.doi.org/10.11646/phytotaxa.591.3.3AbstractThe diatom genus Longinata Hajós was first described from an Upper Cretaceous DSDP core. Its description was rudimentary with just a single light micrograph of the holotype. In this contribution we re-describe the species Longinata acuta using light and electron microscopy from specimens found in the same core, clarify what the type specimens are and the slide they come from, transfer Eunotogramma fueloepi Hajós to Longinata and provide a few comments on its relationships.
DOI: 10.15468/gr42gt
title: Complementary description and further record of Thysanote rastrelligeri Rangnekar, 1962 (Copepoda: Siphonostomatoida: Lernaeopodidae) from a new host

description: This dataset contains the digitized treatments in Plazi based on the original journal article Helna, Ameri Kottarathil, Aneesh, Panakkool Thamban, Ismail, Norshida, Maran, Balu Alagar Venmathi (2025): Complementary description and further record of Thysanote rastrelligeri Rangnekar, 1962 (Copepoda: Siphonostomatoida: Lernaeopodidae) from a new host. Zootaxa 5642 (1): 16-28, DOI: 10.11646/zootaxa.5642.1.2, URL: https://doi.org/10.11646/zootaxa.5642.1.2AbstractThe parasitic copepod Thysanote rastrelligeri Rangnekar, 1962, was originally described from the branchial cavity of the Indian Mackerel, Rastrelliger kanagurta (Cuvier, 1816) and it has not been reported after its original description. The type specimens of T. rastrelligeri are unavailable, so we provide herein a complementary description of the species based on fresh materials collected from the body surface of the Torpedo scad Megalaspis cordyla (L. 1758), obtained from the fish market at the Kerala coast, India. Thysanote rastrelligeri can be identified based on the following important features: presence of two pairs of maxillary processes; cephalothorax longer than trunk; presence of four simple posterior trunk processes, two dorso-laterals and two ventro-laterals; uropods about 0.5 times as long as posterior processes. Torpedo scad is considered as the new host record and the body surface, a new site of attachment.
DOI: 10.15468/g4xdem
title: Daubentoniidae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Russell A. Mittermeier, Anthony B. Rylands, Don E. Wilson (2013): Daubentoniidae. In: Handbook of the Mammals of the World – Volume 3 Primates. Barcelona: Lynx Edicions: 176-183, ISBN: 978-84-96553-89-7, DOI: 10.5281/zenodo.6640345
DOI: 10.15468/hr2yfm
title: Repent for Alwisia repens: emended descriptions of two species of Alwisia (Myxomycetes) thought to lack a capillitium

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lloyd, Sarah J., Leontyev, Dmytro, Vigus, Paula, Schnittler, Martin (2024): Repent for Alwisia repens: emended descriptions of two species of Alwisia (Myxomycetes) thought to lack a capillitium. Phytotaxa 634 (3): 289-300, DOI: 10.11646/phytotaxa.634.3.7, URL: http://dx.doi.org/10.11646/phytotaxa.634.3.7AbstractThe examination of new collections of Alwisia repens and the isotypes of A. repens and A. morula has revealed that these species exhibit a vestigial capillitium in the form of smooth tubules. These tubules are either directed downward or embedded parallel to the peridium; in A. morula they may be long enough to extend from the top to the base of the sporotheca. In both species the upper part of the peridium dehisces into polygonal platelets, which are delimited by preformed fissures. This type of sporotheca opening has not been documented in the Reticulariales before and is known to occur only in certain species within Echinosteliales, Liceales and Trichiales. Newly obtained specimens of A. repens display well-developed, erect stalks. This contradicts the original diagnosis which describes the species as having creeping stalks. We propose emended descriptions for A. repens and A. morula to incorporate these newly discovered characteristics.
DOI: 10.15468/dl.vv3ezq
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cicindela denikei",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 300 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065071-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17689361
title: TCGA-150-Pathology-Benchmark: External Validation Dataset for "The Digital Registrar"

description: This dataset contains the Independent External Validation (IEV) cohort used in the study:



Comprehensive Structured Abstraction of Pathology Reports Is Now Feasible Using Local Large Language Models
Submitted to Scientific Reports.

 

It comprises 150 de-identified surgical pathology reports selected from The Cancer Genome Atlas (TCGA) program, extracted by Kefeli, J. & Tatonetti, N. (2025, please see reference) covering five distinct categories: Breast, Colorectal, Esophagus, Stomach, and "Others" (including synchronous bilateral cancers).

 

This benchmark serves as a "Gold Standard" for evaluating Large Language Models (LLMs) on clinical extraction tasks, providing raw text, expert-verified ground truth annotations, and baseline model outputs.

 



If you use this code or the dataset in your research, please cite our preprint:

Chow, N.-H., Chang, H., Chen, H.-K., et al. (2025). "Comprehensive Structured Abstraction of Pathology Reports Is Now Feasible Using Local Large Language Models" medRxiv. DOI: 10.1101/2025.10.21.25338475

BibTeX

 

@article {Chow2025.10.21.25338475,

author = {Chow, Nan-Haw and Chang, Han and Chen, Hung-Kai and Lin, Chen-Yuan and Liu, Ying-Lung and Tseng, Po-Yen and Shiu, Li-Ju and Chu, Yen-Wei and Chung, Pau-Choo and Chang, Kai-Po},

title = {Comprehensive Structured Abstraction of Pathology Reports Is Now Feasible Using Local Large Language Models},

elocation-id = {2025.10.21.25338475},

year = {2025},

doi = {10.1101/2025.10.21.25338475},

publisher = {Cold Spring Harbor Laboratory Press},

URL = {https://www.medrxiv.org/content/early/2025/12/17/2025.10.21.25338475},

eprint = {https://www.medrxiv.org/content/early/2025/12/17/2025.10.21.25338475.full.pdf},

journal = {medRxiv}

}
DOI: 10.5281/zenodo.17689362
title: TCGA-150-Pathology-Benchmark: External Validation Dataset for "The Digital Registrar"

description: This dataset contains the Independent External Validation (IEV) cohort used in the study:



Comprehensive Structured Abstraction of Pathology Reports Is Now Feasible Using Local Large Language Models
Submitted to Scientific Reports.

 

It comprises 150 de-identified surgical pathology reports selected from The Cancer Genome Atlas (TCGA) program, extracted by Kefeli, J. & Tatonetti, N. (2025, please see reference) covering five distinct categories: Breast, Colorectal, Esophagus, Stomach, and "Others" (including synchronous bilateral cancers).

 

This benchmark serves as a "Gold Standard" for evaluating Large Language Models (LLMs) on clinical extraction tasks, providing raw text, expert-verified ground truth annotations, and baseline model outputs.

 



If you use this code or the dataset in your research, please cite our preprint:

Chow, N.-H., Chang, H., Chen, H.-K., et al. (2025). "Comprehensive Structured Abstraction of Pathology Reports Is Now Feasible Using Local Large Language Models" medRxiv. DOI: 10.1101/2025.10.21.25338475

BibTeX

 

@article {Chow2025.10.21.25338475,

author = {Chow, Nan-Haw and Chang, Han and Chen, Hung-Kai and Lin, Chen-Yuan and Liu, Ying-Lung and Tseng, Po-Yen and Shiu, Li-Ju and Chu, Yen-Wei and Chung, Pau-Choo and Chang, Kai-Po},

title = {Comprehensive Structured Abstraction of Pathology Reports Is Now Feasible Using Local Large Language Models},

elocation-id = {2025.10.21.25338475},

year = {2025},

doi = {10.1101/2025.10.21.25338475},

publisher = {Cold Spring Harbor Laboratory Press},

URL = {https://www.medrxiv.org/content/early/2025/12/17/2025.10.21.25338475},

eprint = {https://www.medrxiv.org/content/early/2025/12/17/2025.10.21.25338475.full.pdf},

journal = {medRxiv}

}
DOI: 10.15468/7npct5
title: Description of a new species of the genus Polycaena Staudinger, 1886 (Lepidoptera, Riodinidae) from China with designation of lectotype of Polycaena lua Grum-Grshimailo, 1891

description: This dataset contains the digitized treatments in Plazi based on the original journal article Krupitsky, Anatoly V., Shapoval, Nazar A., Shapoval, Galina N. (2024): Description of a new species of the genus Polycaena Staudinger, 1886 (Lepidoptera, Riodinidae) from China with designation of lectotype of Polycaena lua Grum-Grshimailo, 1891. Zootaxa 5471 (1): 113-124, DOI: 10.11646/zootaxa.5471.1.7, URL: http://dx.doi.org/10.11646/zootaxa.5471.1.7AbstractA new species, Polycaena eckweileri sp. n., is described from Gansu Province, China. Based on the analysis of the barcode region of the mitochondrial COI gene, the new species belongs to the P. lama Leech, 1893 species group. The new species differs from all the known species of the genus in peculiar characters of the male genitalia. Polycaena eckweileri sp. n. is known to date only from the type locality in Têwo County. The phylogenetic reconstruction of the main lineages of the genus Polycaena based on analysis of a 658 bp region of the COI mitochondrial gene is provided for the first time. Lectotype of Polycaena lua Grum-Grshimailo, 1891 is designated from a series of syntypes deposited in the collection of the Zoological Institute, Russian Academy of Science, St. Petersburg, Russia.
DOI: 10.3886/e241595
title: College of Nursing Sciences, UITH, Ilorin, Kwara State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online.

description: College of Nursing Sciences, UITH, Ilorin, Kwara State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (08058556110) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME AdmissioYear.{08058556110}
DOI: 10.15468/9fu88n
title: Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

description: This dataset contains the digitized treatments in Plazi based on the original journal article Dang, Minh Quan, Nguyen, Manh Ha, Hoang, Nghia Son, Le, Van Tho, Nguyen, Thi Mai Huong, Ho, Nguyen Quynh Chi, Truong, Ba Vuong, Dang, Van Son (2022): Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam. European Journal of Taxonomy 806: 19-31, DOI: 10.5852/ejt.2022.806.1697Abstract. Two new species of shrubs in the genus Lasianthus Jack (Rubiaceae), L. naikii V.S.Dang & Vuong sp. nov. and L. sonlangensis V.S.Dang, Vuong & Quan sp. nov. from Kon Chu Rang Nature Reserve of Gia Lai Province in southern Vietnam, are described and illustrated. The similarities and differences of two new species with the morphologically closest allies are presented. Descriptions, illustrations, colour plates and vernacular names are provided.
DOI: 10.15468/29wnxh
title: Two lycaenid butterfly species (Lepidoptera: Lycaenidae) recorded as new for the fauna of Iraq

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ahmed, Soran H., Krupitsky, Anatoly V., Majeed, Soma I. (2024): Two lycaenid butterfly species (Lepidoptera: Lycaenidae) recorded as new for the fauna of Iraq. Zootaxa 5537 (1): 147-150, DOI: 10.11646/zootaxa.5537.1.9, URL: http://dx.doi.org/10.11646/zootaxa.5537.1.9
DOI: 10.15468/8yaaue
title: Two new species of microhylid frogs (Cophixalus, Oreophryne) from the Purari River Basin, Papua New Guinea

description: This dataset contains the digitized treatments in Plazi based on the original journal article Günther, Rainer, Nagombi, Elizah, Richards, Stephen J. (2025): Two new species of microhylid frogs (Cophixalus, Oreophryne) from the Purari River Basin, Papua New Guinea. Zootaxa 5604 (3): 234-254, DOI: 10.11646/zootaxa.5604.3.2, URL: https://doi.org/10.11646/zootaxa.5604.3.2AbstractWe describe two new species of asterophryine microhylid frogs from the Gulf Province lowlands of south-central Papua New Guinea. Cophixalus flavopunctatus sp. nov. is a small member of the genus (SUL 13.5–15.5 mm) that is most commonly encountered on stream banks. It can be distinguished from all congeners by its small size and the presence of yellow tubercles on the dorsum. Calling activity appears to peak in the early morning and evening when males produce a train of melodious peeping notes from within litter on the forest floor. Oreophryne purari sp. nov. is a medium-sized member of the genus (SUL 24.0 mm in the only male) that calls at night from high in the forest canopy with a series of harsh honking notes. Its morphology and call structure closely resemble O. loriae (Boulenger, 1898), a species known from eastern Papua New Guinea, but it differs from that species by having a cartilaginous connection between the procoracoid and the scapula (vs. a ligamentous connection), and by several aspects of morphometrics and colouration. The discovery and description of these two species adds to an already impressive known frog diversity in the lowland forests of southern Papua New Guinea.
DOI: 10.15468/pud8hc
title: A new genus and species of terrestrial isopod (Isopoda: Oniscidea) found in Baltic amber

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kästle, Benedikt, Ludwig, Florian (2025): A new genus and species of terrestrial isopod (Isopoda: Oniscidea) found in Baltic amber. European Journal of Taxonomy 1012: 15-26, DOI: 10.5852/ejt.2025.1012.3029, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/3029/13597Abstract. The knowledge of fossil terrestrial isopods is of rudimentary nature and the diversity of terrestrial isopods in the geological past is poorly represented in the current taxonomy of the suborder. Although the number of described fossil species has increased in recent years, many taxa remain undescribed, and several existing species face taxonomic issues due to inadequate or outdated descriptions. No valid representatives of the section Crinocheta, the most diverse section of terrestrial isopods, are currently recognized from Baltic amber. To improve our understanding of the suborder Oniscidea (Latreille, 1802) and its diversity in geological times, we describe the new genus and species Balticoniscus walterludwigi gen. et sp. nov. from Eocene Baltic amber.
DOI: 10.15468/jbsrn9
title: Una nueva especie del género Cerambycidae) de Marruecos Vesperella Dayrem (Coleoptera,

description: This dataset contains the digitized treatments in Plazi based on the original journal article ., Sergi Trócoli .. (2023): Una nueva especie del género Cerambycidae) de Marruecos Vesperella Dayrem (Coleoptera,. Faunitaxys (Reading, England) 11 (5): 1-5, DOI: 10.57800/faunitaxys-11(5), URL: http://dx.doi.org/10.5281/zenodo.10622562RésuméTrócoli S., 2023. – Une nouvelle espèce du genre Vesperella Dayrem (Coleoptera, Cerambycidae) du Maroc. Faunitaxys, 11(5): 1 – 5.Une nouvelle espèce du genre Vesperella Dayrem est décrite du Maroc: Vesperella taouchgueltana n. sp. L’habitus des trois espèces du genre Vesperella sont illustrées et une clé de détermination est proposée.Mots-clés. – Coleoptera, Cerambycidae, Vesperellini, Vesperella, taouchgueltana, nouvelle espèce, Maroc.