cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c9fdgs69xx.1
title: A Drosophila Tonic Motor Neuron Reinnervates Ectopic Muscles Fully Deprived of Native Tonic and Phasic Inputs

description: Motor neurons (MNs) form precise neuromuscular junctions (NMJs), but the extent to which individual MNs can reinnervate fully denervated muscles in vivo remains unclear. In the Drosophila larva, each muscle is normally co-innervated by a tonic (Ib) and a phasic (Is) MN. We show that when all tonic and phasic inputs to a dorsal muscle field are ablated, the surviving tonic MN1 undergoes robust heterosynaptic sprouting and forms ectopic, functional NMJs on fully denervated muscles. This plasticity is not induced by acute or chronic silencing and instead requires complete physical loss of neighboring MNs. Longitudinal imaging reveals that sprouting begins shortly after larval hatching and expands across development. In contrast, phasic MN-Is shows minimal remodeling within its partially innervated field. Quantitative analyses indicate that MN1 increases its synaptic territory only modestly and redistributes it across native and ectopic targets. These findings define a neuron-subtype–specific, injury-dependent rewiring program in an intact motor circuit.
DOI: 10.3535/2tn-70s-663
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qn6-b3p-akb
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g6m-d9e-hxl
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/kuclwe
title: PAN-00173080 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173080&lt;/p&gt;
description: Modified: 2025-10-02T10:52:36+02:00
DOI: 10.3535/zqg-61f-n0r
title: Phycitodes albatella Ragonot, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zpj-flp-qn1
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n8g-b4s-6a8
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wre-y3p-786
title: Apomyelois bistriatella Hulst, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bmw-fxm-c0n
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/mrdpkb5jrd.1
title: Single-nucleus RNA-seq of archived PAXgene whole blood samples

description: Summary - No method has been developed for single-cell analysis of the large repositories of preserved whole blood samples stored in PAXgene Blood RNA tubes. To address this gap, two nuclei isolation techniques for single-nucleus RNA sequencing were evaluated: mechanical separation (MS), using an Acrodisc filter, and cell lysis (CL). While both methods captured nuclei from all major immune cell types, CL resulted in up to two orders of magnitude higher nuclei yields and less biased proportions of immune cells than MS. High ambient globin gene counts following CL were substantially reduced by CRISPR-guided globin gene depletion of complementary DNA, resulting in more sensitive and efficient gene detection per cell. Despite capturing only nuclear transcripts, CL-derived samples maintained similar cell-type proportions and gene expression as matched peripheral blood mononuclear cell samples, while retaining granulocytes. The CL isolation with globin depletion method enables comprehensive analysis of PAXgene whole blood samples at single-cell resolution.
Experimental design - Three healthy donor blood was used to extract PBMC and prepare PAXgene blood RNA tubes. Frozen PAXgene tubes were later slowly thawed to perform MS and CL methods. MS focused on separating white blood cells by Acrodisc filter whereas CL focused on lysing of the blood pellet from PAXgene blood tubes. Matched PBMCs were also processed. All using 10x genomics v3.1 3’ gene expression assay. 
Extract protocol - Human donor blood A, B and C were commercially obtained from research blood components (https://www.researchbloodcomponents.com/). PBMCs were extracted and additional blood was stored in PAXgene blood RNA tubes. PBMCs were stored for long term in liquid nitrogen. PAXgene blood RNA tubes were stored at room temperature for 2 hours and then stored in minus 80⁰C. PBMCs were processed for scRNA-seq and PAXgene blood RNA tubes for snRNA-seq using 10X genomics v3.1 3' gene expression assay for single cell sequencing. Single cell suspension from PBMC was prepared after slowing thawing frozen PBMCs followed by washing in RPMI 0.1% BSA. Nuclei suspension was prepared from PAXgene blood RNA tubes for mechanical separation and Cell lysis as detailed in supplementary of preprint https://doi.org/10.1101/2025.03.06.641241 and in depth Cell lysis with depletion in protocols.io link. https://dx.doi.org/10.17504/protocols.io.n92ld6yxxg5b/v1. 10X genomics library construction protocol CG000315 Rev E was used for preparation of all libraries. CRIPSR Globin depletion-protcols.io https://dx.doi.org/10.17504/protocols.io.n92ld6yxxg5b/v1
Data processing step - The cellranger mkfastq pipeline (version 6.1.1; 10x Genomics) was used to demultiplex the base call files (BCLs) to FASTQ files, and then the cellranger count pipeline was used for downstream processing steps, including alignment to reference genome GRCh38, counting of unique molecular identifiers (UMIs), and cell calling. 
Raw FASTQ in SRA
DOI: 10.3535/702-9h8-3pr
title: Orgyia (Telochurus) recens (Hübner, 1819)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h0f-sh3-3d2
title: Orgyia (Telochurus) recens (Hübner, 1819)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yd5-vpt-j98
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qvr-5sf-dtl
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tyh-nmt-hjc
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6j7-dkj-ykl
title: Mythimna (Mythimna) straminea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ed6-faf-kaq
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7ss-581-jk6
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gwb-zbp-zm9
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2zl-26b-pww
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/z59f5nw4nh
title: Supplementary Tables & Figures: Understanding Factors Impacting Quality of Life in Patients with Keratinocyte Carcinoma: A Cross-Sectional Analysis of Mohs Surgery Patients

description: Supplementary Table 1 and Supplementary Figures 1–15 accompanying the JAAD manuscript, Understanding Factors Impacting Quality of Life in Patients with Keratinocyte Carcinoma: A Cross-Sectional Analysis of Mohs Surgery Patients. These materials provide additional methodological details, descriptive data, and visual analyses that support and expand upon the findings presented in the main manuscript.
DOI: 10.3535/0xn-5xl-t8r
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2vt-kz0-r8m
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/z59f5nw4nh.1
title: Supplementary Tables & Figures: Understanding Factors Impacting Quality of Life in Patients with Keratinocyte Carcinoma: A Cross-Sectional Analysis of Mohs Surgery Patients

description: Supplementary Table 1 and Supplementary Figures 1–15 accompanying the JAAD manuscript, Understanding Factors Impacting Quality of Life in Patients with Keratinocyte Carcinoma: A Cross-Sectional Analysis of Mohs Surgery Patients. These materials provide additional methodological details, descriptive data, and visual analyses that support and expand upon the findings presented in the main manuscript.
DOI: 10.3535/0fn-sdk-wpy
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2vn-f9x-dr1
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3de-gqd-hm7
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d06-0pt-4dk
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/7892hx2hrw
title: Bach1 degradation by CRL ligase controls ferroptosis in lung cancer
DOI: 10.3535/qwx-8cx-kmz
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7ej-s2q-nrq
title: Eupsilia transversa Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s60-11m-yk1
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/7892hx2hrw.1
title: Bach1 degradation by CRL ligase controls ferroptosis in lung cancer
DOI: 10.3535/7b4-gc5-ncf
title: Lycaena phlaeas (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/st9-s5x-k45
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.883ssz
title: Occurrence Download

description: A dataset containing 391069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "SpeciesKey is one of (Meleagris gallopavo, Branta canadensis, Corvus frugilegus, Gymnorhina tibicen, Columba livia, Acridotheres tristis, Pavo cristatus, Anser anser, Myiopsitta monachus, Psittacula krameri)",
 "Year 2010-2025"
 ]
}

 The dataset includes 391069 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029871-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bqd-m7k-yyh
title: Lasionycta Aurivillius, 1892

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kwr-fgn-rhx
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1pd-mlf-45t
title: Tholera decimalis Poda, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xfa-00m-4aw
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0yy-2ts-aq3
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9ch-efh-fjv
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/n625vpggn5.1
title: Multiparameter Sensitivity Analysis Results for the “DecarbFarm” Decarbonization Decision Support Tool

description: This dataset contains the results of a multiparameter global sensitivity analysis performed for the DecarbFarm farm-level decarbonization decision support tool. The analysis was conducted using two complementary global sensitivity analysis methods: the Sobol method and the Morris screening method. The objective of the analysis was to identify and quantify the influence of key parameters on the model outputs - greenhouse gas emissions - generated by DecarbFarm. The Sobol analysis provides first-order, second-order and total-order sensitivity indices, while the Morris method provides μ* and σ statistics indicating parameter importance and interaction effects.
Morris analysis is conducted as a global sensitivity analysis.
Sobol analysis is conducted using two steps approach. In the first step Sobol analysis is conducted for each input data set seperately. In the second step global Sobol analysis is conducted for the most sensitice parameters of each initial input data set.
DOI: 10.3535/2x3-kdn-2cn
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n6p-taq-c7b
title: Phycitodes albatella Ragonot, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6tj-apl-83n
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/scq-2te-532
title: Pyrausta purpuralis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/02a-vnq-8ny
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4hb-zy5-wa4
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/xznsd6g9kj
title: Selected data fields of anonymized roaming signaling exchange between the visiting and the home mobile networks for security analysis

description: The dataset is a simulated roaming signaling exchange between a visiting and a home mobile network. 
One thousand UEs (User Equipments) in roaming-out have been simulated, i.e., HPLMN (with address: mnc262.mcc321) subscribers connected to VPLMN (with address: mnc261.mcc320) network. It has been simulated that the system injects 100 new subscribers every second. Every new subscriber is authenticated by the HPLMN through 5G-AKA procedures, the AMF in the VPLMN is registered for that subscriber, and a new PDU session is created. The sessions have been configured to remain active for 5 seconds before being torn down, that means, in a steady state the system will be handling about 500 simultaneous active subscribers. The load at that rate is maintained for 50 seconds, thus after ramp-up, the system holds the load (≈ 500 concurrent subscribers) for 50 seconds before stopping them.
The raw signaling data needs to be transformed into a structured dataset of signaling messages. By using Tshark tool and Python scripting a CSV file has been built, where selected data fields for the security analysis (e.g., subscriber identities, secret material, location etc.) have been parsed and extracted in columns per message. The following pipeline has been followed: PCAP → (Tshark) → CSV (HTTP/2 headers/data) → (Python parser – JSON) → formatted CSV. 
Every message of the file, x_i, (in rows) contains the following data (in columns) extracted via Tshark tool:
 Source IP address
 Destination IP address
 HTTP/2 header path
 HTTP/2 header method
 HTTP/2 data (JSON in hexadecimal)
From the HTTP/2 headers and data the following related security attributes have been extracted via Python scripting:
 SUPI (IMSI)
 SUCI
 PEI (Permanent Equipment Identifier)
 GPSI (Generic Public Subscription Identifier): MSISDN
 K_SEAF: Derived key for SEAF (Security Anchor Function)
 AUTN: Authentication Token
 RAND: Random number (challenge sent by the network to the UE)
 TAC: Tracking Area Code
 nrCellId: NR Cell Identity
DOI: 10.3535/p8w-a0w-4ck
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/szz-dyq-jmv
title: Pyrausta purpuralis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/xznsd6g9kj.1
title: Selected data fields of anonymized roaming signaling exchange between the visiting and the home mobile networks for security analysis

description: The dataset is a simulated roaming signaling exchange between a visiting and a home mobile network. 
One thousand UEs (User Equipments) in roaming-out have been simulated, i.e., HPLMN (with address: mnc262.mcc321) subscribers connected to VPLMN (with address: mnc261.mcc320) network. It has been simulated that the system injects 100 new subscribers every second. Every new subscriber is authenticated by the HPLMN through 5G-AKA procedures, the AMF in the VPLMN is registered for that subscriber, and a new PDU session is created. The sessions have been configured to remain active for 5 seconds before being torn down, that means, in a steady state the system will be handling about 500 simultaneous active subscribers. The load at that rate is maintained for 50 seconds, thus after ramp-up, the system holds the load (≈ 500 concurrent subscribers) for 50 seconds before stopping them.
The raw signaling data needs to be transformed into a structured dataset of signaling messages. By using Tshark tool and Python scripting a CSV file has been built, where selected data fields for the security analysis (e.g., subscriber identities, secret material, location etc.) have been parsed and extracted in columns per message. The following pipeline has been followed: PCAP → (Tshark) → CSV (HTTP/2 headers/data) → (Python parser – JSON) → formatted CSV. 
Every message of the file, x_i, (in rows) contains the following data (in columns) extracted via Tshark tool:
 Source IP address
 Destination IP address
 HTTP/2 header path
 HTTP/2 header method
 HTTP/2 data (JSON in hexadecimal)
From the HTTP/2 headers and data the following related security attributes have been extracted via Python scripting:
 SUPI (IMSI)
 SUCI
 PEI (Permanent Equipment Identifier)
 GPSI (Generic Public Subscription Identifier): MSISDN
 K_SEAF: Derived key for SEAF (Security Anchor Function)
 AUTN: Authentication Token
 RAND: Random number (challenge sent by the network to the UE)
 TAC: Tracking Area Code
 nrCellId: NR Cell Identity
DOI: 10.3535/r1h-dn3-ehv
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xm3-606-1hl
title: Eupsilia transversa Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f3t-dhn-1b0
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xe9-rqj-1b4
title: Patania Moore, 1888

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/prrbrx6pdp
title: Multimodal PET–SEEG Dataset

description: These datasets contain the imaging and electrophysiological data used in the analysis and presentation of results for the manuscript “Quantitative Fusion of FDG-PET, FMZ-PET, and SEEG Improves Epileptogenic Zone Localization and Surgical Outcome Prediction in Drug-Resistant Epilepsy”. For each subject, the PET folder provides MNI-normalized SUVr images for FDG-PET and FMZ-PET. The SEEG/EM folder provides ictal epileptogenicity mapping (EM) outputs, including t-statistic maps and masks. The SEEG/HFO folder contains interictal high-frequency oscillation (iiHFO) summary files with channel-level event counts. Electrode contact names and MNI coordinates are stored in SEEG/elec, and MNI-space resection masks and ROI-level resection coverage measures are stored in the Resection folder. Example MATLAB scripts in the code folder illustrate how PET abnormalities, EM EOT metrics, iiHFO Z-scores, and multimodal fusion metrics were computed from these data.
DOI: 10.3535/8gf-0pz-47p
title: Phycitodes albatella Ragonot, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cyq-b97-dw5
title: Orthosia (Semiophora) gothica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h3p-xgb-8sv
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/prrbrx6pdp.1
title: Multimodal PET–SEEG Dataset

description: These datasets contain the imaging and electrophysiological data used in the analysis and presentation of results for the manuscript “Quantitative Fusion of FDG-PET, FMZ-PET, and SEEG Improves Epileptogenic Zone Localization and Surgical Outcome Prediction in Drug-Resistant Epilepsy”. For each subject, the PET folder provides MNI-normalized SUVr images for FDG-PET and FMZ-PET. The SEEG/EM folder provides ictal epileptogenicity mapping (EM) outputs, including t-statistic maps and masks. The SEEG/HFO folder contains interictal high-frequency oscillation (iiHFO) summary files with channel-level event counts. Electrode contact names and MNI coordinates are stored in SEEG/elec, and MNI-space resection masks and ROI-level resection coverage measures are stored in the Resection folder. Example MATLAB scripts in the code folder illustrate how PET abnormalities, EM EOT metrics, iiHFO Z-scores, and multimodal fusion metrics were computed from these data.
DOI: 10.3535/30k-cxn-a6g
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-yec-cnl
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s2k-jbt-l6q
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f6v-pd1-8lh
title: Euxoa (Euxoa) tritici Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jbf-jkb-j8w
title: Pyrrhia umbra (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7hx-erp-40h
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9m8-qht-3cp
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yl7-6fd-zwz
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.