cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.983310
title: Micro rain radar (MRR) raw data measured at Neumayer Station (2025-01), links to files

description: The meteorological observatory Neumayer continuously operates a vertically looking single column 24 GHz meteorological Doppler radar (METEK MRR-PRO) to monitor hydrometeors. The instrument essentially records radar reflectivity and Doppler velocity in 128 vertical range gates. The vertical resolution is set to 50m, hence the maximal altitude is 6400m; the temporal resolution is typically 1 second. The instrument was initially installed in January 2019 and is mounted on the roof of the Neumayer Station III. Since the station altitude changes slightly over time the instrument height above sea level can change over time too. This is documented in the netCDF variable "range:meters_to_center_of_first_gate", initially 65m. Since installation an interfering signal which could not be readily identified and removed disturbs the measurements in range gates 7 to 10, i.e. 370m to 520m. The disturbance can easily be identified and filtered for analysis of the data. This dataset contains the full raw data from the instrument. All data published here is left "as recorded", no quality control was applied. Still, some concatenation and temporal re-sorting was sporadically applied to homogenise the temporal file granularity. Any such operations are documented in the netCDF global attribute "history" of the respective files.
DOI: 10.1594/pangaea.983311
title: Micro rain radar (MRR) raw data measured at Neumayer Station (2025-02), links to files

description: The meteorological observatory Neumayer continuously operates a vertically looking single column 24 GHz meteorological Doppler radar (METEK MRR-PRO) to monitor hydrometeors. The instrument essentially records radar reflectivity and Doppler velocity in 128 vertical range gates. The vertical resolution is set to 50m, hence the maximal altitude is 6400m; the temporal resolution is typically 1 second. The instrument was initially installed in January 2019 and is mounted on the roof of the Neumayer Station III. Since the station altitude changes slightly over time the instrument height above sea level can change over time too. This is documented in the netCDF variable "range:meters_to_center_of_first_gate", initially 65m. Since installation an interfering signal which could not be readily identified and removed disturbs the measurements in range gates 7 to 10, i.e. 370m to 520m. The disturbance can easily be identified and filtered for analysis of the data. This dataset contains the full raw data from the instrument. All data published here is left "as recorded", no quality control was applied. Still, some concatenation and temporal re-sorting was sporadically applied to homogenise the temporal file granularity. Any such operations are documented in the netCDF global attribute "history" of the respective files.
DOI: 10.1594/pangaea.983312
title: Micro rain radar (MRR) raw data measured at Neumayer Station (2024-08), links to files

description: The meteorological observatory Neumayer continuously operates a vertically looking single column 24 GHz meteorological Doppler radar (METEK MRR-PRO) to monitor hydrometeors. The instrument essentially records radar reflectivity and Doppler velocity in 128 vertical range gates. The vertical resolution is set to 50m, hence the maximal altitude is 6400m; the temporal resolution is typically 1 second. The instrument was initially installed in January 2019 and is mounted on the roof of the Neumayer Station III. Since the station altitude changes slightly over time the instrument height above sea level can change over time too. This is documented in the netCDF variable "range:meters_to_center_of_first_gate", initially 65m. Since installation an interfering signal which could not be readily identified and removed disturbs the measurements in range gates 7 to 10, i.e. 370m to 520m. The disturbance can easily be identified and filtered for analysis of the data. This dataset contains the full raw data from the instrument. All data published here is left "as recorded", no quality control was applied. Still, some concatenation and temporal re-sorting was sporadically applied to homogenise the temporal file granularity. Any such operations are documented in the netCDF global attribute "history" of the respective files.
DOI: 10.1594/pangaea.983313
title: Micro rain radar (MRR) raw data measured at Neumayer Station (2024-10), links to files

description: The meteorological observatory Neumayer continuously operates a vertically looking single column 24 GHz meteorological Doppler radar (METEK MRR-PRO) to monitor hydrometeors. The instrument essentially records radar reflectivity and Doppler velocity in 128 vertical range gates. The vertical resolution is set to 50m, hence the maximal altitude is 6400m; the temporal resolution is typically 1 second. The instrument was initially installed in January 2019 and is mounted on the roof of the Neumayer Station III. Since the station altitude changes slightly over time the instrument height above sea level can change over time too. This is documented in the netCDF variable "range:meters_to_center_of_first_gate", initially 65m. Since installation an interfering signal which could not be readily identified and removed disturbs the measurements in range gates 7 to 10, i.e. 370m to 520m. The disturbance can easily be identified and filtered for analysis of the data. This dataset contains the full raw data from the instrument. All data published here is left "as recorded", no quality control was applied. Still, some concatenation and temporal re-sorting was sporadically applied to homogenise the temporal file granularity. Any such operations are documented in the netCDF global attribute "history" of the respective files.
DOI: 10.1594/pangaea.983314
title: Micro rain radar (MRR) raw data measured at Neumayer Station (2024-09), links to files

description: The meteorological observatory Neumayer continuously operates a vertically looking single column 24 GHz meteorological Doppler radar (METEK MRR-PRO) to monitor hydrometeors. The instrument essentially records radar reflectivity and Doppler velocity in 128 vertical range gates. The vertical resolution is set to 50m, hence the maximal altitude is 6400m; the temporal resolution is typically 1 second. The instrument was initially installed in January 2019 and is mounted on the roof of the Neumayer Station III. Since the station altitude changes slightly over time the instrument height above sea level can change over time too. This is documented in the netCDF variable "range:meters_to_center_of_first_gate", initially 65m. Since installation an interfering signal which could not be readily identified and removed disturbs the measurements in range gates 7 to 10, i.e. 370m to 520m. The disturbance can easily be identified and filtered for analysis of the data. This dataset contains the full raw data from the instrument. All data published here is left "as recorded", no quality control was applied. Still, some concatenation and temporal re-sorting was sporadically applied to homogenise the temporal file granularity. Any such operations are documented in the netCDF global attribute "history" of the respective files.
DOI: 10.1594/pangaea.987821
title: Stable water isotope data (δ18O and δ2H) of daily precipitation from 2022 to 2024 (NW Croatia)

description: This dataset presents the stable water isotopic composition (δ¹⁸O and δ²H) of daily precipitation collected in north-western Croatia (near Samobor town). A total of 288 precipitation samples were collected between December 2022 and November 2024, covering a period of two years. Each sample represents precipitation accumulated over a 24-hour period, with collection typically performed in the early morning. A RAIN SAMPLER RS1B, manufactured by Palmex, was used for sample collection. This rain gauge is specifically designed to collect and store precipitation samples while preventing post-collection evaporation.Stable isotope analyses of hydrogen and oxygen were conducted using a Picarro L2130-i Isotope Analyzer, providing analytical precisions of ±1‰ for δ²H and ±0.2‰ for δ¹⁸O. The isotopic values are expressed in δ-notation (‰), normalized to the Vienna Standard Mean Ocean Water (VSMOW) international reference standard. For each sample, the deuterium excess (d-excess) was calculated as: d-excess = δ²H – 8 × δ¹⁸O. The Local Meteoric Water Line (LMWL) was determined from the dataset after data screening. Specifically, 31 samples with negative or &lt;1‰ d-excess values and 36 samples with precipitation amounts below 0.2 mm were excluded from the LMWL calculation due to potential evaporative enrichment. The resulting dataset was used to examine the primary climatic and moisture-source controls on the isotopic composition of precipitation in Croatia, as reported in the research article: "Assessing the influence of climatic parameters and moisture sources on precipitation isotope composition from central Croatia: Insights from a two-year long daily-resolved dataset." Beyond this publication, the dataset provides a valuable resource for hydrogeological, hydrological, climatological, and environmental applications, including isotope-based water balance studies, moisture source tracing, and regional climate variability assessments.
description: Sampling frequency: Daily (24-hour accumulation)Sampling method: Precipitation collected over 24-hour period using a PALMEX rain collector to prevent evaporation. Collection typically performed in the early morning around 07:00:00Number of samples: 288-Instrument(s):Picarro L2130-i Isotope AnalyzerPALMEX rain collector (evaporation-suppressing design)HOBO Rain Gauge Data Logger-Precision:±1 ‰ for δ2H±0.2 ‰ for δ18O-Data processing / Quality control: The isotopic dataset was filtered to ensure data quality prior to LMWL construction. Samples with negative or &lt;1‰ d-excess values (n = 31) and precipitation amounts &lt; 0.2 mm (n = 36) were excluded from regression analysis.-Normalization standard:Vienna Standard Mean Ocean Water (VSMOW)
DOI: 10.1594/pangaea.987832
title: Master tracks in different resolutions of POLARSTERN cruise PS150, Tromsø - Bremerhaven, 2025-09-04 - 2025-10-24

description: Raw data acquired by position sensors on board RV Polarstern during expedition PS150 was processed to receive a validated master track which can be used as reference of further expedition data. During PS150 two Trimble Marine R750 GPS receivers and the iXBlue HYDRINS hydrographic survey inertial navigation system were used as navigation sensors. Data were downloaded from DAVIS SHIP data base (https://dship.awi.de) with a resolution of 1 sec. Processed data are provided as a master track with 1 sec resolution derived from the position sensors' data selected by priority and a generalized track with a reduced set of the most significant positions of the master track.
description: This dataset contains the master track in 10 min resolution, for other resolutions please see "Other version" references.
DOI: 10.1594/pangaea.987833
title: Master track of POLARSTERN cruise PS150 in 1 sec resolution (zipped, 183 MB)

description: Raw data acquired by position sensors on board RV Polarstern during expedition PS150 was processed to receive a validated master track which can be used as reference of further expedition data. During PS150 two Trimble Marine R750 GPS receivers and the iXBlue HYDRINS hydrographic survey inertial navigation system were used as navigation sensors. Data were downloaded from DAVIS SHIP data base (https://dship.awi.de) with a resolution of 1 sec. Processed data are provided as a master track with 1 sec resolution derived from the position sensors' data selected by priority and a generalized track with a reduced set of the most significant positions of the master track.
DOI: 10.5281/zenodo.18013591
title: Psychology & Philosophy Research Archive (2021–2025)

description: This archive contains the results of a four-year independent research project (2021–2025) focused on the nature of human emotions, cognitive distortions, and the mechanisms underlying mental states.

The work is situated at the intersection of psychology, philosophy, and cognitive therapy and is based on long-term self-observation, systematic analysis of internal states, and iterative testing of emerging hypotheses.

The archive has an explicitly evolutionary structure: earlier materials reflect preliminary stages of understanding, while later materials represent progressively deeper and more refined conceptual models. The most significant and mature phase of the research was conducted between May and December 2025.

The materials include raw and processed textual notes, audio recordings, transcriptions, and AI-assisted structured summaries. They are provided “as is” for independent analysis, critique, interpretation, and further development by researchers and practitioners.

All materials are written in Russian. Modern machine translation and AI-based analysis tools can be used to facilitate access for non-Russian-speaking researchers.Primary research archive (OSF):https://osf.io/ph7ze
description: Данный архив представляет собой результат четырёхлетнего самостоятельного исследования, посвящённого природе человеческих эмоций, чувств, когнитивных искажений и механизмов формирования психических состояний.

Работа выполнена на стыке психологии, философии и когнитивной терапии и основана на длительном самоисследовании, последовательном анализе внутренних состояний и проверке выдвигаемых гипотез на практике.

Архив носит эволюционный характер: материалы отражают постепенное углубление и пересмотр идей с 2021 по 2025 год, с наиболее значимыми результатами, полученными в период с мая по декабрь 2025 года.
DOI: 10.15468/3szt5m
title: FIVE NEW RECORDS OF PTEROMALIDAE (HYMENOPTERA: CHALCIDOIDEA) FROM IRAN

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ghahari, H., Dzhanokmen, K. A., Doğanlar, M. (2024): FIVE NEW RECORDS OF PTEROMALIDAE (HYMENOPTERA: CHALCIDOIDEA) FROM IRAN. Far Eastern Entomologist 498: 13-15, DOI: 10.25221/fee.498.2, URL: http://dx.doi.org/10.25221/fee.498.2
DOI: 10.15468/6rj2a6
title: New taxa of Sepulcidae (Hymenoptera) from mid-Cretaceous Kachin amber

description: This dataset contains the digitized treatments in Plazi based on the original journal article LI, XIAO-QIN, RASNITSYN, ALEXANDR P., GAO, JIA, ZHANG, YAN-JIE, SHIH, CHUNG-KUN, REN, DONG, ZHAO, YUN-YUN, GAO, TAI-PING (2023): New taxa of Sepulcidae (Hymenoptera) from mid-Cretaceous Kachin amber. Palaeoentomology 6 (2): 133-145, DOI: 10.11646/palaeoentomology.6.2.5, URL: http://dx.doi.org/10.11646/palaeoentomology.6.2.5AbstractThree new species of the genus Prosyntexis Sharkey, 1990 in the extinct sawfly family Sepulcidae, Prosyntexis aristovi sp. nov., P. lata sp. nov. and P. antennata sp. nov., are described from five well-preserved specimens from the mid-Cretaceous Kachin amber. These new species, the first records of the family Sepulcidae in Kachin amber, are placed in Prosyntexis (Trematothoracinae) based on the mesonotum membranous centrally with sides ridge transversely; forewing with the basally arched M+Cu; basal third or half of costal space narrowed; and 2r-m absent. The conspecific male and female of Prosyntexis lata with well-preserved genitalia are reported for the first time in the family Sepulcidae. A key to fossil species of Prosyntexis is provided. These new findings improve our understanding of Prosyntexis by adding more morphological features, such as antenna with no fewer than 16 segments, basal and distal hamuli present, tibia apical spurs 1-2-2, etc. The new taxa suggest that the Sepulcidae should range in age from at least from the Middle Jurassic to the mid-Cretaceous.
DOI: 10.15468/3hummh
title: Three new mite species of the genus Mediolata Canestrini (Acari, Stigmaeidae) from Turkey and re-description of Mediolata granaria Gonzalez-Rodriguez

description: This dataset contains the digitized treatments in Plazi based on the original journal article Dönel, Güldem, Doğan, Salih (2012): Three new mite species of the genus Mediolata Canestrini (Acari, Stigmaeidae) from Turkey and re-description of Mediolata granaria Gonzalez-Rodriguez. Journal of Natural History 46 (11 - 12): 683-699, DOI: 10.1080/00222933.2011.651637, URL: http://dx.doi.org/10.1080/00222933.2011.651637
DOI: 10.15468/b5yddk
title: Collembola from the Gypsum Karst of Sorbas (Almería, Spain), with Descriptions of Three New Species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Baquero, Enrique, Barranco, Pablo, Jordana, Rafael (2025): Collembola from the Gypsum Karst of Sorbas (Almería, Spain), with Descriptions of Three New Species. Insects 16 (3): 1-29, DOI: 10.3390/insects16030309, URL: https://doi.org/10.3390/insects16030309Abstract: The gypsum karst of Sorbas (Almería, Spain) is home to a diverse community of Collembola. Over seven years of sampling, 7875 specimens were collected from 83 cave visits, representing four orders: Symphypleona (5251 specimens), Entomobryomorpha (2552), Poduromorpha (32), and Neelipleona (29). A total of 25 species were identified. The most abundant are listed in descending order of abundance: Pygmarrhopalites ruizporteroae sp. nov., Pseudosinella najtae, Pygmarrhopalites subbifidus, Troglopedetes machadoi, Pseudosinella sexocellata sp. nov., Pygmarrhopalites torresi sp. nov., and Heteromurus major. Additionally, partial redescriptions of Pseudosinella najtae and Troglopedetes machadoi are provided. This research enhances the taxonomic framework of subterranean Collembola and provides new insights into species differentiation and adaptation. The methodologies applied allow for high-resolution morphological characterization, essential for species delimitation. The results highlight the potential for further discoveries in gypsum caves and emphasize the need for advanced imaging techniques in Collembola taxonomy.
DOI: 10.15468/s5dscv
title: Five new southeastern Brazilian Myrtaceae

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sobral, Marcos, Mazine, Fiorella F., Leoni, Lúcio, Souza, Marcelo C., Melo, Eugênio A. D. (2016): Five new southeastern Brazilian Myrtaceae. Phytotaxa 253 (1): 57-70, DOI: 10.11646/phytotaxa.253.1.4, URL: http://dx.doi.org/10.11646/phytotaxa.253.1.4AbstractWe describe, illustrate and compare with related species the southeastern Brazilian Calyptranthes arachnicola, C. biconvexa, C. carangola, Eugenia grandissima and Plinia longa. Calyptranthes arachnicola, from the state of Rio de Janeiro, is apparently related to Calyptranthes ursina, differing by its larger blades and pendulous inflorescences; Calyptranthes biconvexa, also from Rio de Janeiro, is apparently related to C. lanceolata, being distinguished by its blades with adaxially biconvex midvein and shorter inflorescences; Calyptranthes carangola, from the state of Minas Gerais, is apparently close to C. curta, differing by its narrower blades, longer inflorescences and narrower bracts; Eugenia grandissima, also from Minas Gerais, is apparently close to E. umbrosa, but has larger leaves and petioles, blades with midvein adaxially raised and larger bracteoles; and Plinia longa, from the state of Espírito Santo, is related to Plinia edulis, differing by its narrowly oblong leaves. Additionally, species are evaluated for their conservation status according to the information available.
DOI: 10.15468/azja2h
title: Two new species of the previously monospecific genus Guipuzcosoma Vicente & Mauriès, 1980 from Spain, with establishment of Guipuzcosomatidae fam. nov. (Diplopoda: Chordeumatida)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Antić, Dragan, Mauriès, Jean-Paul (2022): Two new species of the previously monospecific genus Guipuzcosoma Vicente & Mauriès, 1980 from Spain, with establishment of Guipuzcosomatidae fam. nov. (Diplopoda: Chordeumatida). Zootaxa 5093 (2): 142-168, DOI: 10.11646/zootaxa.5093.2.2AbstractThe present paper refers to the description of two new species of the previously monospecific genus Guipuzcosoma, viz., Guipuzcosoma karinae sp. nov. and G. reipi sp. nov. Given the unique combination of characters of this genus, we have established a higher taxonomic category, Guipuzcosomatidae fam. nov., which is clearly different from the family Vandeleumatidae, to which Guipuzcosoma was assigned earlier. Based on the structures of the anterior and posterior gonopods, we speculate that the new family may belong to the superfamilies Anthroleucosomatoidea or Cleidogonoidea.A diagnosis of the family, a brief description of the genus, as well as a diagnosis of all three species and detailed descriptions with illustrations of the two new species are presented. All three species were mapped. Additionally, some problems related to the taxonomy and classification within Chordeumatida, as well as the hypothetical association of the new family with some other chordeumatidans, are briefly discussed. Finally, the monospecific genus Miniusoma Mauriès, 2014 is transferred here from the family Vandeleumatidae to the family Anthogonidae.
DOI: 10.15468/wyjhkc
title: Two new species of the Gonioctena mauroi species-group from China (Coleoptera: Chrysomelidae: Chrysomelinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Cho, Hee-Wook (2017): Two new species of the Gonioctena mauroi species-group from China (Coleoptera: Chrysomelidae: Chrysomelinae). Acta Entomologica Musei Nationalis Pragae 57 (1): 173-181, DOI: 10.1515/aemnp-2017-0066, URL: https://www.aemnp.eu/acta-entomologica/volume-57-1/1671/two-new-species-of-the-gonioctena-mauroi-species-group-from-china-coleoptera-chrysomelidae-chrysomelinae.htmlAbstract. The Gonioctena mauroi species-group of the subgenus Brachyphytodecta Bechyně, 1948 is proposed to include four species: G. (B.) mauroi Cho & Borowiec, 2016 (Vietnam), G. (B.) medvedevi Cho & Borowiec, 2016 (Vietnam), G. (B.) kuatunensis sp. nov. (China: Fujian), and G. (B.) longshengensis sp. nov. (China: Guangxi). They are characterized by the presence of setae on the aedeagus, which is unique within the subgenus. A key to the species, habitus photographs, illustrations of diagnostic characters and a distribution map are provided. Ovoviviparity is newly recorded in G. (B.) longshengensis sp. nov.
DOI: 10.5281/zenodo.18058090
title: SCmapST

description: The datasets used in the SCmapST_case.py can be found here.
DOI: 10.5281/zenodo.18058091
title: SCmapST

description: The datasets used in the SCmapST_case.py can be found here.