cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30911435.v1
title: Dual-Path Detection and Physical Simulation for Sustainable Crack Evolution Monitoring in Ancient Chinese Murals

description: This study presents a dual-path framework for mural heritage conservation that integrates lightweight crack detection with physics-based simulation. In the detection path, a YOLO-MME model based on a MobileNetV4 backbone, enhanced multi-head cross-attention, and an improved IoU-based loss achieves an effective balance between accuracy and computational efficiency for resource-limited deployment. In the simulation path, a bi-layer RFPA3D model is employed to analyse the effects of loading ratio (λ=Δy/Δx) and overlay thickness (t) on crack evolution across four stages: initiation, propagation, coalescence, and saturation. Validation on 20 paired mural samples demonstrates strong cross-sectional consistency with field observations, quantified using a multi-level correspondence marker system, yielding high skeleton overlap (IoU = 0.82) and reduced geometric deviation relative to uncalibrated baselines. Importantly, the evaluation framework supports both agreement assessment and failure-mode diagnosis. By coupling data-driven detection with physical modelling, the framework enables standardized documentation and mechanism-oriented conservation decision-making.
DOI: 10.3535/2gk-0ph-0jn
title: Orthosia (Semiophora) gothica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tnl-arf-kjr
title: Autographa excelsa (Kretschmar, 1862)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gmm-x1e-wcx
title: Catoptria maculalis Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8d8-tj9-cwx
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/32w-hx3-s7n
title: Diarsia mendica Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xzq-ks3-zwh
title: Oligia Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kw4-e7q-k3d
title: Xestia (Pachnobia) tecta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n3m-0tc-bbr
title: Ipimorpha retusa (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4eb-g8k-fam
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5rb-q24-3cb
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.xva9d8
title: Occurrence Download

description: A dataset containing 7913680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 7913680 records from 3543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058049-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3bk8c
title: Occurrence Download

description: A dataset containing 25654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Algeria, Angola, Benin, Botswana, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Morocco, Mozambique, Namibia, Niger, Nigeria, Rwanda, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Zambia, Zimbabwe, Western Sahara, Réunion, Mayotte, Saint Helena, Ascension and Tristan da Cunha, British Indian Ocean Territory, French Southern Territories)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1913",
 "Year is less than or equal to 1913"
 ]
}

 The dataset includes 25654 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058342-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x94unh
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenocerus australis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058368-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taywd3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenocerus australis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058367-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw9q5j
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenocerus australis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058369-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zux3q5
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alectryonella plicatula",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058370-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13045068
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.28759484.v1
title: data for "gating crosstalk in potassium channels"

description: This is the source data for the figures in the manuscript "gating crosstalk in potassium channels"
DOI: 10.5281/zenodo.17111991
title: Daily methane (CH₄) emission measurements from paddy fields in Gimje, Korea (2022–2024)

description: This dataset contains three years of daily methane (CH₄) flux measurements from rice paddies in Gimje, Korea. The observations were made with static chambers between 2022 and 2024 and provide detailed information on both field conditions and greenhouse gas emissions.

For each field, metadata describe the location (latitude and longitude), rice variety, planting and harvesting dates, soil texture, water management practices, grain yield (g m⁻²), and total seasonal CH₄ emissions (kg CH₄ ha⁻¹ season⁻¹). The accompanying daily flux files include the number of days after transplanting (DAT), mean air temperature (°C), water management status, daily CH₄ flux (g CH₄ m⁻² day⁻¹), and precipitation (mm day⁻¹).

These data were collected to support research on greenhouse gas emissions from rice cultivation. They are intended to be useful for developing and testing emission models, refining emission factors, and improving national greenhouse gas inventories.

File formats: CSV and Excel, with variable descriptions included.
DOI: 10.5281/zenodo.17111992
title: Daily methane (CH₄) emission measurements from paddy fields in Gimje, Korea (2022–2024)

description: This dataset contains three years of daily methane (CH₄) flux measurements from rice paddies in Gimje, Korea. The observations were made with static chambers between 2022 and 2024 and provide detailed information on both field conditions and greenhouse gas emissions.

For each field, metadata describe the location (latitude and longitude), rice variety, planting and harvesting dates, soil texture, water management practices, grain yield (g m⁻²), and total seasonal CH₄ emissions (kg CH₄ ha⁻¹ season⁻¹). The accompanying daily flux files include the number of days after transplanting (DAT), mean air temperature (°C), water management status, daily CH₄ flux (g CH₄ m⁻² day⁻¹), and precipitation (mm day⁻¹).

These data were collected to support research on greenhouse gas emissions from rice cultivation. They are intended to be useful for developing and testing emission models, refining emission factors, and improving national greenhouse gas inventories.

File formats: CSV and Excel, with variable descriptions included.
DOI: 10.34740/kaggle/dsv/13045079
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.s3ks8w
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenus coloratus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058373-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfuuqe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenus coloratus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058374-250827131500795/datasets/export for details.
DOI: 10.15468/dl.bg6eru
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea ariakensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058375-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fjvg4
title: Occurrence Download

description: A dataset containing 9394 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Otoliths Reference Collection. CBMR-AFORO (ICM-CSIC)"
 ]
}

 The dataset includes 9394 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058376-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwvf37
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenus festivus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058378-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnhf5b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea belcheri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058377-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15047818
title: Resource data for: Rapid UPF1 depletion illuminates the temporal dynamics of the NMD-regulated human transcriptome

description: Resource data for the publication: Rapid UPF1 depletion illuminates the temporal dynamics of the NMD-regulated human transcriptome.

The Resources.zip file contains all intermediate output data needed to reproduce the analyses in the manuscript. The respective code needed to run the analyses can be found in the GitHub repository (https://github.com/boehmv/2025_UPF1_NMDRHT). Please note that the codes require the Resources to be present in the following folder structure:


2025_UPF1_NMDRHT/
├── Resources/                     // Contents from the Resources.zip from Zenodo│   ├── bakR/                      // First resource folder
│   └── ...                        // Other resource folders
├── Plots/                         // Output for analyses plots
│   ├── Figure1/                   // Plots for Figure1
│   └── ...                        // Other Plots folders
├── .../                           // Other folders from GitHub, e.g. "Analyses" or "Tables"
├── UPF1_NMDRHT_Analysis.R         // Top-level R analysis script
└── ...                            // Other R analysis scripts



The RawData.zip file contains the raw image files from RT-PCR gels and Western blots used in the study. For RT-PCR images, TIF (.tif) and raw Bio-Rad Image Lab Image Document (.scn) files are provided. For Western blots, multi-page TIFs (pages: 1. overlay, 2. raw chemiluminescence, 3. marker image, 4. final) are provided.

Note: the unpacked Resources.zip is over 80 GB in size, please make sure you either have enough space or just extract the relevant data.
DOI: 10.5281/zenodo.15047819
title: Resource data for: Rapid UPF1 depletion illuminates the temporal dynamics of the NMD-regulated human transcriptome

description: Resource data for the publication: Rapid UPF1 depletion illuminates the temporal dynamics of the NMD-regulated human transcriptome.

The Resources.zip file contains all intermediate output data needed to reproduce the analyses in the manuscript. The respective code needed to run the analyses can be found in the GitHub repository (https://github.com/boehmv/2025_UPF1_NMDRHT). Please note that the codes require the Resources to be present in the following folder structure:


2025_UPF1_NMDRHT/
├── Resources/                     // Contents from the Resources.zip from Zenodo│   ├── bakR/                      // First resource folder
│   └── ...                        // Other resource folders
├── Plots/                         // Output for analyses plots
│   ├── Figure1/                   // Plots for Figure1
│   └── ...                        // Other Plots folders
├── .../                           // Other folders from GitHub, e.g. "Analyses" or "Tables"
├── UPF1_NMDRHT_Analysis.R         // Top-level R analysis script
└── ...                            // Other R analysis scripts



The RawData.zip file contains the raw image files from RT-PCR gels and Western blots used in the study. For RT-PCR images, TIF (.tif) and raw Bio-Rad Image Lab Image Document (.scn) files are provided. For Western blots, multi-page TIFs (pages: 1. overlay, 2. raw chemiluminescence, 3. marker image, 4. final) are provided.

Note: the unpacked Resources.zip is over 80 GB in size, please make sure you either have enough space or just extract the relevant data.
DOI: 10.15468/dl.bz2gjt
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenus olgae",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058384-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knz3wm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenus olgae",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058383-250827131500795/datasets/export for details.
DOI: 10.15468/dl.pq4ruj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea bilineata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058380-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9q9xmr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthrenus olgae",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058382-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2q4r7
title: Occurrence Download

description: A dataset containing 3384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((106.78794 47.63913,107.11195 47.63913,107.11195 47.76349,106.78794 47.76349,106.78794 47.63913))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3384 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058385-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyndrv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea columbiensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058386-250827131500795/datasets/export for details.
DOI: 10.15468/jlvm1c
title: 1994 - 2023 Capercaillie Cold Searches, Scotland

description: This dataset contains records of capercaillie hens and their broods. RSPB and NatureScot agree a list of woodlands to be surveyed each year. Data is also passed on from privtate estates that contract out this work for thier land (e.g. GWCT complete some of these contracts). These surveys take place between July and August using pointer dogs to locate hens with broods in order to monitor productivity. The dataset also contains data on broodless hens and males found during these systematic brood counts.
Note - due to COVID-19 restrictions, there were no brood count surveys carried out in 2020.
DOI: 10.15468/dl.7wn3ku
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attagenus unicolor",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058387-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn8gyr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attagenus unicolor",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058388-250827131500795/datasets/export for details.
DOI: 10.15468/dl.drm6z6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attagenus unicolor",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058389-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa4cja
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea corteziensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058391-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30119194
title: Investigaton of wine fermentation of three-leaf cayratia (Cayratia trifolia L.) using Saccharomyces cerevisiae 2.1

description: Dataset for manuscript:Investigaton of wine fermentation of three-leaf cayratia (<i>Cayratia trifolia</i> L.) using <i>Saccharomyces cerevisiae</i> 2.1<br>Kieu Tien DT, Quoc Binh LD, Ngoc Mi HT, Thanh NN, Dang Long BH, Phuong Dung NT, Toan HT and Phong HX
DOI: 10.6084/m9.figshare.30119194.v1
title: Investigaton of wine fermentation of three-leaf cayratia (Cayratia trifolia L.) using Saccharomyces cerevisiae 2.1

description: Dataset for manuscript:Investigaton of wine fermentation of three-leaf cayratia (<i>Cayratia trifolia</i> L.) using <i>Saccharomyces cerevisiae</i> 2.1<br>Kieu Tien DT, Quoc Binh LD, Ngoc Mi HT, Thanh NN, Dang Long BH, Phuong Dung NT, Toan HT and Phong HX
DOI: 10.15468/dl.wtw6bh
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attagenus unicolor",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058392-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.