cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/52l-ntg-5bx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ce-msl-xc6
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12808867
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/7bs-ps9-bq2
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r5r-azn-n5v
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2r6gx8
title: Occurrence Download

description: A dataset listing the 39672 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "Year is 2021"
 ]
}

 The dataset's 39672 records were derived from 6009 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023167-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/q46f-4002
title: Thompson's Shelter [44GS21] vertebrate fauna dataset

description: Raw data for the Thompson's Shelter [44GS21] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p8vt-4r77
title: LDDsite118 ostracode surface sample dataset

description: Raw data for the LDDsite118 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15388204
title: T Cell Repertoire Correlates with Cytokine Imbalance in Multiple Sclerosis Patients

description: Background and Objective: Multiple sclerosis (MS) is mediated by innate and adaptive immune response deviation involving immune cells and cytokines. Here, we investigated whether combined cytokine profiling and T cell receptor (TCR) repertoire analysis can better display the complex landscape of MS-driving immune responses.

Methods: We used advanced computational methods to systematically cluster highly variable individual levels of 48 cytokines in cerebrospinal fluid (CSF) and blood of 24 MS patients compared to nine controls. Relevant TCR sequences were compared to 88 healthy controls. We correlated cytokines with predominant shared TCR sequences to identify immune response networks.

Results: MS patients had significantly elevated MIP-1a and IP-10 levels in CSF, and additional 36 blood cytokines variably but significantly elevated. We identified 77 predominantly pro-inflammatory cytokine correlations in MS-CSF. TCR sequencing revealed more productive rearrangements in CSF of MS and a significantly higher shared clone recovery rate in blood. We found significant associations involving 492 unique sequences and 34 cytokines in blood. Particularly the less significant individual cytokine deviations were found to contribute to a general Th1-biased type I immune response correlating with clonal expansion of T cells directed against EBV, CMV and other infectious agents.

Conclusion: Correlation of significantly altered T cell repertoire with cytokine deviations in MS despite individual patient data variability indicating that future diagnostic strategies may need to address immune response patterns rather than individual protein targets

We provide here the clone counts (Immunarch export from TCR sequencing) for control and MS patients.
DOI: 10.5063/f118350q
title: Data: Behavioral flexibility is related to exploration, but not boldness, persistence or motor diversity

description: Behavioral flexibility, the ability to change behavior when circumstances change based on learning from previous experience, is thought to play an important role in a species’ ability to successfully adapt to new environments and expand its geographic range. However, behavioral flexibility is rarely directly tested at the individual level. This limits our ability to determine how it relates to other traits, such as exploration or persistence, that might also influence individual responses to novel circumstances. Without this information, we lack the power to predict which traits facilitate a species’ ability to adapt behavior to new environments. We use great-tailed grackles (a bird species; hereafter “grackles”) as a model to investigate this question because they have rapidly expanded their range into North America over the past 140 years. We evaluated whether grackle behavioral flexibility (measured as color reversal learning) correlated with individual differences in the exploration of new environments and novel objects, boldness towards known and novel threats, as well as persistence and motor diversity in accessing a novel food source. We determined that exploration of a novel environment across two time points and persistence when interacting with several different novel apparatuses was repeatable in individual grackles. There was no relationship between exploration or persistence and the two components of flexibility - the rate of learning to prefer a color option in the reversal learning task, and the rate of deviating from a preferred option. However, grackles that underwent serial reversal training to experimentally increase behavioral flexibility were more exploratory in that they spent more time in close proximity to the novel environment relative to control individuals. This indicates that, the more an individual investigated a novel apparatus, the more it was able to potentially learn and update its knowledge of current reward contingencies to adapt behavior accordingly. Our findings improve our understanding of the traits that are linked with flexibility in a highly adaptable species. We highlight the importance of using multiple different methods for measuring boldness and exploration to evaluate consistency of performanceand therefore the methodological validity. We also show a link between exploration and behavioral flexibility that could facilitate adaptation to novel environmental changes.Note that the following two data sheets are in a separate KNB repository, https://doi.org/10.5063/F1BR8QNC: g_flexmanip_data_reverse.csv and g_flexmanip_data_reverseraw.csv
DOI: 10.21233/cx6j-h662
title: Plot1.4_150X100 pollen surface sample dataset

description: Raw data for the Plot1.4_150X100 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.57745/3vdizh
title: Figure1_20241011_V0.jpg

description: Figure 1
DOI: 10.57745/9wlhl8
title: ReadMe_20241011_V0.txt

description: Read me file
DOI: 10.57745/c1uyuo
title: Data_ATRS_Figure4_20241011_V0.txt

description: Data of Figure 4
DOI: 10.57745/dednbk
title: Data_Figure5_20241011_V0.txt

description: Data of Figure 5
DOI: 10.57745/iamxit
title: Data_Figure3_20241011_V0.TXT

description: Data of Figure 3
DOI: 10.57745/jla90l
title: Figure5_20241011_V0.jpg

description: Figure 5
DOI: 10.57745/ntdv6x
title: Figure3_20241011_V0.jpg

description: Figure 3
DOI: 10.57745/qkpk52
title: Data_Figure1_20241011_V0.txt

description: Data of Figure 1
DOI: 10.57745/yv3g25
title: Data_PM-IRRAS_Figure4_20241011_V0.txt

description: Data of Figure 4
DOI: 10.57745/zxgtdo
title: Figure4_20241011_V0.jpg

description: Figure 4
DOI: 10.5281/zenodo.15372071
title: AoA / DoA BLE IQ  data

description: Contains the dataset and scripts used for the work "Enhancing Direction-of-Arrival estimation via sliding window and filtering of phase-differences" from ICL GNSS 2025.

The CSV_format contains the raw data collected by the ublox xplr AOA kit1.

 

The file BF_zscore, is the file used to brute force the z score algorithm with diferent parameters. The "Moving_Filter_PhasesDiffs_eq_*" file contains the best result in terms of average for this algorithm.

The file hist_BF, is the file used to brute force the hist algorithm with diferent parameters. The "*_hist_BF" file contains the best result in terms of average for this algorithm.

The file BF_meanshift, is the file used to brute force the meanshift algorithm with diferent parameters. The "Moving_Discard_*" file contains the best result in terms of average for this algorithm.

The file BF_meanshift, is the file used to brute force the meanshift algorithm with diferent parameters. The "Moving_Discard_*" file contains the best result in terms of average for this algorithm.

The file 2_step_RT_filter, is the file used to brute force the HCDP algorithm with diferent parameters. The "*_Count_MaxMin_PhasesDiffs_Sliding_10_eq" file contains the best result in terms of average for this algorithm.

 

The file baseline_script, is the file used to generate the Baseline algorithm with diferent sliding windows. The "Baseline_*" file contains the best result in terms of average for this algorithm, with sliding windows of 1 and 10.
DOI: 10.5281/zenodo.15372072
title: AoA / DoA BLE IQ  data

description: Contains the dataset and scripts used for the work "Enhancing Direction-of-Arrival estimation via sliding window and filtering of phase-differences" from ICL GNSS 2025.

The CSV_format contains the raw data collected by the ublox xplr AOA kit1.

 

The file BF_zscore, is the file used to brute force the z score algorithm with diferent parameters. The "Moving_Filter_PhasesDiffs_eq_*" file contains the best result in terms of average for this algorithm.

The file hist_BF, is the file used to brute force the hist algorithm with diferent parameters. The "*_hist_BF" file contains the best result in terms of average for this algorithm.

The file BF_meanshift, is the file used to brute force the meanshift algorithm with diferent parameters. The "Moving_Discard_*" file contains the best result in terms of average for this algorithm.

The file BF_meanshift, is the file used to brute force the meanshift algorithm with diferent parameters. The "Moving_Discard_*" file contains the best result in terms of average for this algorithm.

The file 2_step_RT_filter, is the file used to brute force the HCDP algorithm with diferent parameters. The "*_Count_MaxMin_PhasesDiffs_Sliding_10_eq" file contains the best result in terms of average for this algorithm.

 

The file baseline_script, is the file used to generate the Baseline algorithm with diferent sliding windows. The "Baseline_*" file contains the best result in terms of average for this algorithm, with sliding windows of 1 and 10.
DOI: 10.21233/ggb2-w592
title: Zoige Basin plant macrofossil dataset

description: Raw data for the Zoige Basin plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p750-8z95
title: Czarne testate amoebae surface sample dataset

description: Raw data for the Czarne testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.29040398
title: SBAS-InSAR calculation result

description: Mining subsidence is a pervasive geohazard in coal basins, and precise, reliable deformation monitoring is essential for effective risk mitigation. Conventional time series InSAR suffers from vegetation induced decorrelation, bare earth scattering, and atmospheric delays, which reduce coherent pixels; moreover, most predictive models leverage only temporal information. To address these limitations, we introduce an integrated DS InSAR + CNN LSTM framework for subsidence monitoring and forecasting. Forty three Sentinel 1A scenes (2017–2018), corrected with GACOS data, were processed to derive cumulative deformation, cross validated against multi view SBAS InSAR, and used to train a CNN LSTM network that predicts trends one year in advance.
DOI: 10.15468/dl.djwnmh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Puma concolor (Linnaeus, 1771))",
 "DatasetKey is one of (Análisis ecológico de la mastofauna en la parte alta del Rio Güangui)"
 ]
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026336-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/em57-4r54
title: İkiztepe vertebrate fauna dataset

description: Raw data for the İkiztepe vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/71ed-ns76
title: LDDsite5827 water chemistry dataset

description: Raw data for the LDDsite5827 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/3wtd-9p17
title: Pickerel diatom surface sample dataset

description: Raw data for the Pickerel diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15388288
title: Table 1. GenBank accession numbers for COI and 18 S in First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks

description: Table 1. GenBank accession numbers for COI and 18S rRNA sequences used in this study.
IDCOI18SReferenceAmeronothrus JP 14_A_01MK883430This studyyoichi sp. JP14_A_02MK883431n. JP14_A_03MK883432JP14_A_04MK883433MK880170JP14_A_05MK883434MK880171JP14_A_06MK883435MK880172JP14_A_07MK883436MK880173JP14_A_08MK883437MK880174JP14_A_09MK883438MK880175JP14_A_10MK883439MK880176JP14_A_11MK883440MK880177Fortuynia smitiMH285694Pfingstl et al. (2019)Indopacifica pantai aMH285692Litoribates bonairensisMF997502Pfingstl et al. (2017)Thasecazetes falcidactylusMF997501ScapheremaeusLC367334Bayartogtokh et al. (2018)nakanoshimensisLimnozetes rugosusKX397636Krause et al. (2016)Hydrozetes lacustrisKX397631Paraquanothrus grahami bKX397627Schusteria littoreaHM070345Pepato et al. (2010)Scutovertex sculptusGQ864305Dabert et al. (2010)Scapheremaeus palustrisEU433989Schaefer et al. (2010)Cymbaeremaeus cymbaEU432201Maraun et al. (2009)Thalassozetes shimojanaiAB818524Iseki and Karasawa (2014)
GenBank synonyms: a Selenoribatidae gen. sp. and b Aquanothrus sp.
description: Published as part of Pfingstl, Tobias, Hiruta, Shimpei F., Wagner, Maximilian, Hagino, Wataru & Shimano, Satoshi, 2019, First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks, pp. 316 in International Journal of Acarology 45 (5) on page 316, DOI: 10.1080/01647954.2019.1629624, http://zenodo.org/record/15358755
DOI: 10.5281/zenodo.15388289
title: Table 1. GenBank accession numbers for COI and 18 S in First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks

description: Table 1. GenBank accession numbers for COI and 18S rRNA sequences used in this study.
IDCOI18SReferenceAmeronothrus JP 14_A_01MK883430This studyyoichi sp. JP14_A_02MK883431n. JP14_A_03MK883432JP14_A_04MK883433MK880170JP14_A_05MK883434MK880171JP14_A_06MK883435MK880172JP14_A_07MK883436MK880173JP14_A_08MK883437MK880174JP14_A_09MK883438MK880175JP14_A_10MK883439MK880176JP14_A_11MK883440MK880177Fortuynia smitiMH285694Pfingstl et al. (2019)Indopacifica pantai aMH285692Litoribates bonairensisMF997502Pfingstl et al. (2017)Thasecazetes falcidactylusMF997501ScapheremaeusLC367334Bayartogtokh et al. (2018)nakanoshimensisLimnozetes rugosusKX397636Krause et al. (2016)Hydrozetes lacustrisKX397631Paraquanothrus grahami bKX397627Schusteria littoreaHM070345Pepato et al. (2010)Scutovertex sculptusGQ864305Dabert et al. (2010)Scapheremaeus palustrisEU433989Schaefer et al. (2010)Cymbaeremaeus cymbaEU432201Maraun et al. (2009)Thalassozetes shimojanaiAB818524Iseki and Karasawa (2014)
GenBank synonyms: a Selenoribatidae gen. sp. and b Aquanothrus sp.
description: Published as part of Pfingstl, Tobias, Hiruta, Shimpei F., Wagner, Maximilian, Hagino, Wataru & Shimano, Satoshi, 2019, First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks, pp. 316 in International Journal of Acarology 45 (5) on page 316, DOI: 10.1080/01647954.2019.1629624, http://zenodo.org/record/15358755
DOI: 10.5281/zenodo.15388290
title: Table 2 in First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks

description: Table 2. Ameronothrus yoichi sp. n. development of leg setation and solenidia from larva to adult (except for tritonymph).
InstarsTrochanterFemurGenuTibiaTarsusChaetomeSolenidiaLeg Ilarva-d, bv´´(l), d, σ(l), v´, d, φt(pl), s, (a), (u), (p), (tc), (ft), ε, ωt0 – 2 – 3 – 4-141 – 1 – 1protonymph----ω 20 – 2 – 3 – 4-141 – 1 – 2deutonymph-l´´-φ 2-0 – 3 – 3 – 4-141 – 2 – 2adult-l´v´, d lostv´´, d lost(it)0 – 4-3 – 4-161 – 2 – 2Leg IIlarva-d, bv´´(l), d, σl´, v´, d, φ(pv), s, (a), (u), (p), (tc), (ft), ω0 – 2-3 – 3-131 – 1 – 1protonymph-----0 – 2-3-3-131 – 1 – 1deutonymph-l´´-l´´-0 – 3-3 – 4-131 – 1 – 2adult-l´v´, d lostv´´, d lost(it)0 – 4-3 – 4-151 – 1-2Leg IIIlarva-d, ev´l´, d, σv´´, d, φ(pv), s, (a), (u), (p), (tc), (ft)0 – 2 – 2 – 2-131 – 1-0protonymphv´----1-2 – 2-2-131-1-0deutonymphl´----2-2-2-2-131-1-0adult-l´d lost(l), d lost(it)2-3-1 – 3-151-1-0Leg IVprotonymph----(pv), (u), (p), ft´´0 – 0 – 0 – 0-70-0-0deutonymph-d, ev´d, l´v´, d, φs, (a), (tc)0 – 2-2-2-120 – 1-0adultv´--(l), d lost(it)1-2-2-3-140 – 1-0
First development of setae characterized by letters, () = pairs of setae, – = no change with regard to preceding stage, d lost = dorsal companion seta reduced.
description: Published as part of Pfingstl, Tobias, Hiruta, Shimpei F., Wagner, Maximilian, Hagino, Wataru & Shimano, Satoshi, 2019, First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks, pp. 320 in International Journal of Acarology 45 (5) on page 320, DOI: 10.1080/01647954.2019.1629624, http://zenodo.org/record/15358755
DOI: 10.5281/zenodo.15388292
title: Table 3 in First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks

description: Table 3. Climate data for the two record locations on Hokkaido. SST = sea surface temperature range derived from historical data (www.seatemperature. org); as there were no direct data for Muroran, available data for the next closest town, named Date (20 km away), was taken as reference. AAT = average air temperature for the year 2018 taken from Japan Meteorological Agency (www.jma.go.jp).
Muroran/DateYoichiSSTAATSSTAATMin°C Max°C°CMin°CMax°C°CJan2,59−1,24,99,3−3,4Feb2,15,2−2,64,97,2−5Mar1,85,134,871,7Apr3,67,77,25,99,67,3May4,812,511,47,513,311,8Jun1019,314,711,718,315,9Jul15,32218,916,521,320,3Aug19,623,220,120,423,320,2Sep17,522,918,518,423,416,9Oct13,818,713,914,219,411,5Nov9,714,87,99,715,15,3Dec5,112,20,66,811,4−1,9
description: Published as part of Pfingstl, Tobias, Hiruta, Shimpei F., Wagner, Maximilian, Hagino, Wataru & Shimano, Satoshi, 2019, First record of the family Ameronothridae (Acari: Oribatida) from Japan - new species, juvenile morphology, ecology and biogeographic remarks, pp. 324 in International Journal of Acarology 45 (5) on page 324, DOI: 10.1080/01647954.2019.1629624, http://zenodo.org/record/15358755
DOI: 10.21233/xcwk-7e07
title: VC35 (BP080094) loss-on-ignition dataset

description: Raw data for the VC35 (BP080094) loss-on-ignition dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.eu7rfh
title: Occurrence Download

description: A dataset containing 4691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHL.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Diptera"
 ]
}

 The dataset includes 4691 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026338-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/ky56-g441
title: Napoleon Hollow [11PK500] macroinvertebrate dataset

description: Raw data for the Napoleon Hollow [11PK500] macroinvertebrate dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.grb9aj
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Acer triflorum Kom."
 ]
}

 The dataset includes 142 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026339-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/8pvx-ym69
title: Lake Annie diatom dataset

description: Raw data for the Lake Annie diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.