cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5883/bold:aaj2460
title: Overview of Barcode Index Number - BOLD:AAJ2460

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2463
title: Barcode Index Number BOLD:AAJ2463

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2464
title: Overview of Barcode Index Number - BOLD:AAJ2464

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2503
title: Overview of Barcode Index Number - BOLD:AAJ2503

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2504
title: Overview of Barcode Index Number - BOLD:AAJ2504

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2507
title: Overview of Barcode Index Number - BOLD:AAJ2507

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2521
title: Barcode Index Number BOLD:AAJ2521

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2526
title: Overview of Barcode Index Number - BOLD:AAJ2526

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2529
title: Barcode Index Number BOLD:AAJ2529

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2532
title: Barcode Index Number BOLD:AAJ2532

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2545
title: Overview of Barcode Index Number - BOLD:AAJ2545

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2548
title: Overview of Barcode Index Number - BOLD:AAJ2548

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2549
title: Barcode Index Number BOLD:AAJ2549

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2553
title: Barcode Index Number BOLD:AAJ2553

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2560
title: Overview of Barcode Index Number - BOLD:AAJ2560

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2562
title: Overview of Barcode Index Number - BOLD:AAJ2562

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2574
title: Overview of Barcode Index Number - BOLD:AAJ2574

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2577
title: Overview of Barcode Index Number - BOLD:AAJ2577

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.34740/kaggle/dsv/9742815
title: World Weather Repository ( Daily Updating )
DOI: 10.5883/bold:aaj2579
title: Barcode Index Number BOLD:AAJ2579

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2601
title: Barcode Index Number BOLD:AAJ2601

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2607
title: Overview of Barcode Index Number - BOLD:AAJ2607

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2610
title: Overview of Barcode Index Number - BOLD:AAJ2610

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2620
title: Overview of Barcode Index Number - BOLD:AAJ2620

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2623
title: Overview of Barcode Index Number - BOLD:AAJ2623

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2627
title: Overview of Barcode Index Number - BOLD:AAJ2627

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2635
title: Overview of Barcode Index Number - BOLD:AAJ2635

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2639
title: Overview of Barcode Index Number - BOLD:AAJ2639

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2645
title: Overview of Barcode Index Number - BOLD:AAJ2645

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2646
title: Overview of Barcode Index Number - BOLD:AAJ2646

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2649
title: Overview of Barcode Index Number - BOLD:AAJ2649

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2658
title: Overview of Barcode Index Number - BOLD:AAJ2658

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2659
title: Overview of Barcode Index Number - BOLD:AAJ2659

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaj2660
title: Overview of Barcode Index Number - BOLD:AAJ2660

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.6tnuvs
title: Occurrence Download

description: A dataset containing 936 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ulex argenteus Welw. ex Webb"
 ]
}

 The dataset includes 936 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008172-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/bold:aaj2663
title: Overview of Barcode Index Number - BOLD:AAJ2663

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.rwxua2
title: Occurrence Download

description: A dataset containing 923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophiophagus hannah (Cantor, 1836)"
 ]
}

 The dataset includes 923 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008174-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bqkv9
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metacolpodes buchannani (Hope, 1831))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 328 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055150-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j49ye6
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metacarcinus novaezelandiae (Hombron & Jacquinot, 1846))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 292 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055148-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvrvd8
title: Occurrence Download

description: A dataset containing 23560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metacarcinus magister (Dana, 1852))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 23560 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055153-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15692400
title: DeepMicroscopy: A Deep Learning Framework for Multiscale and Multimodal Microscopy Image Translation

description: DeepMicroscopy is a PyTorch implementation of Multimodal Unsupervised Image-to-Image Translation (MUNIT) specifically designed for microscopy imaging applications. This framework addresses the challenge of integrating heterogeneous microscopy datasets from different modalities and resolutions into high-fidelity digital representations of porous materials.

Key Features:- Seamless integration of unpaired imaging datasets from different modalities (e.g., micro-CT and SEM)- Support for both 2D and 3D microscopy data processing- Super-resolution capability with up to 6.4× resolution enhancement- Robust many-to-many mappings that preserve inherent uncertainty and diversity- Style-based generation for multiple realizations of the same input

Applications:- Low-resolution to high-resolution micro-CT translation (6.4μm → 1.0μm, 26.88μm → 4.2μm)- Cross-modality translation between micro-CT and SEM imaging (1.0μm → 200nm)- Multiscale data fusion for comprehensive material characterization- Cross-sample generalization for unseen porous media samples

The framework has been validated on sandstone and carbonate rock samples, demonstrating its ability to enhance the characterization of heterogeneous materials and uncover new insights into pore-scale physical processes. This versatile and scalable approach holds broad applicability across disciplines such as geoscience, materials science, and biomedical imaging.

This repository contains:- Complete source code for training and testing- Pre-configured YAML files for different translation tasks- Scripts for data preparation and model evaluation- Example notebooks demonstrating usage- Comprehensive documentation
DOI: 10.5281/zenodo.15692401
title: DeepMicroscopy: A Deep Learning Framework for Multiscale and Multimodal Microscopy Image Translation

description: DeepMicroscopy is a PyTorch implementation of Multimodal Unsupervised Image-to-Image Translation (MUNIT) specifically designed for microscopy imaging applications. This framework addresses the challenge of integrating heterogeneous microscopy datasets from different modalities and resolutions into high-fidelity digital representations of porous materials.

Key Features:- Seamless integration of unpaired imaging datasets from different modalities (e.g., micro-CT and SEM)- Support for both 2D and 3D microscopy data processing- Super-resolution capability with up to 6.4× resolution enhancement- Robust many-to-many mappings that preserve inherent uncertainty and diversity- Style-based generation for multiple realizations of the same input

Applications:- Low-resolution to high-resolution micro-CT translation (6.4μm → 1.0μm, 26.88μm → 4.2μm)- Cross-modality translation between micro-CT and SEM imaging (1.0μm → 200nm)- Multiscale data fusion for comprehensive material characterization- Cross-sample generalization for unseen porous media samples

The framework has been validated on sandstone and carbonate rock samples, demonstrating its ability to enhance the characterization of heterogeneous materials and uncover new insights into pore-scale physical processes. This versatile and scalable approach holds broad applicability across disciplines such as geoscience, materials science, and biomedical imaging.

This repository contains:- Complete source code for training and testing- Pre-configured YAML files for different translation tasks- Scripts for data preparation and model evaluation- Example notebooks demonstrating usage- Comprehensive documentation
DOI: 10.15468/dl.prznjh
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metapenaeopsis aegyptia Galil & Golani, 1990)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 113 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055155-250525065834625/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.29360951
title: Data Perhitungan Nilai Korelasi Pearson

description: Perhitungan nilai korelasi pearson
DOI: 10.6084/m9.figshare.29360951.v1
title: Data Perhitungan Nilai Korelasi Pearson

description: Perhitungan nilai korelasi pearson
DOI: 10.15468/dl.m6fzcb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metacalanus acutioperculum Ohtsuka, 1984)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055151-250525065834625/datasets/export for details.
DOI: 10.15468/dl.pmmk76
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metanotalia maderensis (Walker, 1872))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055156-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15691109
title: Catchment and river network netCDF files for river routing using mizuRoute: study case for 198 catchments in continental Chile

description: This dataset contains the netCDF files used to run mizuRoute across continental Chile.Each folder includes the following files:



[Catchment_BNACode]_grid.gpkg: the VIC model grid used for the catchment.

mapping_[Catchment_BNACode].nc: the mapping file that links the VIC grid to the GIS features.

ntopo_[Catchment_BNACode].nc: a river network netCDF file containing river reach-to-reach topology, reach-to-HRU topology, and physical parameters for both rivers and HRUs.


This research was funded by the Fondecyt Project 11200142 “Robust estimates of current and future water resources across a hydroclimatic gradient in Chile” (Principal Investigator: Pablo A. Mendoza).

The use of these files requires citing this dataset, and the paper that describes the approach used to produce the data:Cortés-Salazar, N., Vásquez, N., Mizukami, N., Mendoza, P. A., & Vargas, X. (2023). To what extent does river routing matter in hydrological modeling?. Hydrology and Earth System Sciences, 27(19), 3505-3524. (doi.org/10.5194/hess-27-3505-2023).
DOI: 10.5281/zenodo.15691108
title: Catchment and river network netCDF files for river routing using mizuRoute: study case for 198 catchments in continental Chile

description: This dataset contains the netCDF files used to run mizuRoute across continental Chile.Each folder includes the following files:



[Catchment_BNACode]_grid.gpkg: the VIC model grid used for the catchment.

mapping_[Catchment_BNACode].nc: the mapping file that links the VIC grid to the GIS features.

ntopo_[Catchment_BNACode].nc: a river network netCDF file containing river reach-to-reach topology, reach-to-HRU topology, and physical parameters for both rivers and HRUs.


This research was funded by the Fondecyt Project 11200142 “Robust estimates of current and future water resources across a hydroclimatic gradient in Chile” (Principal Investigator: Pablo A. Mendoza).

The use of these files requires citing this dataset, and the paper that describes the approach used to produce the data:Cortés-Salazar, N., Vásquez, N., Mizukami, N., Mendoza, P. A., & Vargas, X. (2023). To what extent does river routing matter in hydrological modeling?. Hydrology and Earth System Sciences, 27(19), 3505-3524. (doi.org/10.5194/hess-27-3505-2023).
DOI: 10.15468/dl.snwjpj
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metapenaeopsis mogiensis (M.J.Rathbun, 1902))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 74 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055158-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rgnpd
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metadelphax propinquus (Fieber, 1866))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 496 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055152-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxjbcz
title: Occurrence Download

description: A dataset containing 1752914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1752914 records from 645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055143-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znft35
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metaleurodicus cardini (Back, 1912))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055157-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7djpfr
title: Occurrence Download

description: A dataset containing 1122219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Limosa limosa (Linnaeus, 1758))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 1122219 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055123-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcjxep
title: Occurrence Download

description: A dataset containing 2002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metaltella simoni (Keyserling, 1878))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 2002 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055160-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15337336
title: Figure, Input, and Analysis Scripts for "Characterizing the Role of Peierls Vibrations in Singlet Fission with the Adaptive Hierarchy of Pure States"

description: This archive contains all input, analysis, and figure scripts, as well as all plotted data, used in "Characterizing the Role of Peierls Vibrations in Singlet Fission with the Adaptive Hierarchy of Pure States" by Jacob K. Lynd and Doran I. G. B. Raccah.
DOI: 10.5281/zenodo.15692911
title: Figure, Input, and Analysis Scripts for "Characterizing the Role of Peierls Vibrations in Singlet Fission with the Adaptive Hierarchy of Pure States"

description: This archive contains all input, analysis, and figure scripts, as well as all plotted data, used in "Characterizing the Role of Peierls Vibrations in Singlet Fission with the Adaptive Hierarchy of Pure States" by Jacob K. Lynd and Doran I. G. B. Raccah.
DOI: 10.15468/dl.rbyzgs
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metapenaeus bennettae Racek & Dall, 1965)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 209 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055159-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.