cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7925/drs1.duchas_4651120
title: Old Schools

description: Story collected by Mrs Norah Costello, a student at An Drom Clochach (B.) school (Dromclogh, Co. Kerry) from informant Michael Costello.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Pártholán Ó Ruadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4476560
title: Local Cures - McCahill's Blood

description: Story collected by a student at Dún Ceann Fhaolaidh school (Dunkineely, Co. Donegal) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seaghan Mac Cuinneagáin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4932659
title: Butter

description: Story collected by a student at Glin (C.) school (Glin, Co. Limerick) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Mhic Cárthaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4651121
title: Local Place Names

description: Story collected by William Finucane, a student at Cnoc an Iubhair (B.) school (Kealid, Co. Kerry) from informant William Finucane.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Pádraig Ó Ceallacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4932660
title: Churning

description: Story collected by a student at Glin (C.) school (Glin, Co. Limerick) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Mhic Cárthaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4476561
title: Local Cures - Butter Cure

description: Story collected by a student at Dún Ceann Fhaolaidh school (Dunkineely, Co. Donegal) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seaghan Mac Cuinneagáin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4651122
title: Signs and Omens

description: Story collected by Mrs Norah Costello, a student at An Drom Clochach (B.) school (Dromclogh, Co. Kerry) from informant Michael Costello.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Pártholán Ó Ruadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4932662
title: Cow-Houses

description: Story collected by a student at Glin (C.) school (Glin, Co. Limerick) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Mhic Cárthaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4476562
title: Local Cures - Herbs

description: Story collected by a student at Dún Ceann Fhaolaidh school (Dunkineely, Co. Donegal) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seaghan Mac Cuinneagáin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4651126
title: Wakes

description: Story collected by Mrs Norah Costello, a student at An Drom Clochach (B.) school (Dromclogh, Co. Kerry) from informant Michael Costello.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Pártholán Ó Ruadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4932663
title: Domestic Animals and Farm-Yard Animals

description: Story collected by a student at Glin (C.) school (Glin, Co. Limerick) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Mhic Cárthaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4476563
title: In olden times the English made a law that each window in your house had to be taxed, and if you were not able to pay the tax for each window....

description: Story collected by M. Murray, a student at Seosamh Naomhtha school (Ballyshannon, Co. Donegal) from informant Mr Murray.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher An Bráthair Naiti.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4651128
title: Starchmaking

description: Story collected by Mrs Norah Costello, a student at An Drom Clochach (B.) school (Dromclogh, Co. Kerry) from informant Michael Costello.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Pártholán Ó Ruadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4476564
title: Local Cures - Foul Mouth

description: Story collected by a student at Dún Ceann Fhaolaidh school (Dunkineely, Co. Donegal) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seaghan Mac Cuinneagáin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4932664
title: Good Friday

description: Story collected by a student at Glin (C.) school (Glin, Co. Limerick) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Mhic Cárthaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4651130
title: Candle-Making

description: Story collected by Mrs Norah Costello, a student at An Drom Clochach (B.) school (Dromclogh, Co. Kerry) from informant Michael Costello.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Pártholán Ó Ruadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.5281/zenodo.10039806
title: Govella et al-Transfluthrin emanators evaluation data sets
DOI: 10.5281/zenodo.10013985
title: ES14 - Office - Zamora (Spain)

description: Data files for building: ES14 - Office - Zamora (Spain)
Languages: Spanish, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.5281/zenodo.10013984
title: ES14 - Office - Zamora (Spain)

description: Data files for building: ES14 - Office - Zamora (Spain)
Languages: Spanish, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.6084/m9.figshare.24433645
title: IncepC-UNet: End to End Absolute Phase Retrieval from Single-shot Digital Fringe Image

description: The dataset includes two floders: one the absolute phase image (gt) for the output of networks, one the fringe images (input) for the input of network. There are only 20 pairs of labeled data, please send the Email lujin@xupt.edu.cn for the rest.
DOI: 10.6084/m9.figshare.24433645.v1
title: IncepC-UNet: End to End Absolute Phase Retrieval from Single-shot Digital Fringe Image

description: The dataset includes two floders: one the absolute phase image (gt) for the output of networks, one the fringe images (input) for the input of network. There are only 20 pairs of labeled data, please send the Email lujin@xupt.edu.cn for the rest.
DOI: 10.6084/m9.figshare.24433477
title: Callus induction ability on in vitro somatic embryogenesis in the breeding of oil palm

description: This data from in vitro somatic embryogenesis of oil palm in the breeding program.
DOI: 10.6084/m9.figshare.24433477.v1
title: Callus induction ability on in vitro somatic embryogenesis in the breeding of oil palm

description: This data from in vitro somatic embryogenesis of oil palm in the breeding program.
DOI: 10.25442/hku.24433354
title: Water chemistry and isotopes datasets: Mountainous rivers in Southwest China

description: SD1 is the Supplementary Dataset for the manuscript entitled 'Geomorphologic controls and anthropogenic impacts on dissolved organic carbon from mountainous rivers: Insights from optical properties and carbon isotopes'.The data includes the water chemistry, isotopes and catchment characteristic results for spatial river water samples (n = 28) collected in the Yinjiang, Shiqian, and Yuqing rivers in September 2018.
DOI: 10.25442/hku.24433354.v1
title: Water chemistry and isotopes datasets: Mountainous rivers in Southwest China

description: SD1 is the Supplementary Dataset for the manuscript entitled 'Geomorphologic controls and anthropogenic impacts on dissolved organic carbon from mountainous rivers: Insights from optical properties and carbon isotopes'.The data includes the water chemistry, isotopes and catchment characteristic results for spatial river water samples (n = 28) collected in the Yinjiang, Shiqian, and Yuqing rivers in September 2018.
DOI: 10.6084/m9.figshare.24433609
title: The original data for <b>Strategies of </b><b>improved </b><b>data preprocess</b><b>ing</b><b> enhance the power of noninvasive prenatal </b><b>screening in detecting microdeletion</b><b>syndromes</b>

description: Noninvasive prenatal screening (NIPS) has become widely adopted for assessment of common trisomies, but technical variability hinders reliable identification of rarer microdeletion syndromes. Here, we implement advanced mappability correction and principal component analysis prior to NIPS, which minimizes noise and batch effects in the data. Consequently, our approach, termed IDP, achieves substantially higher sensitivity and specificity for five examined microdeletions versus standard preprocessing controls. Using 2,865 clinical samples and 100 simulated datasets, we comprehensively validate IDP's capabilities. We also propose two new quality metrics, abnormal rate and disperse index, to monitor fluctuations throughout processing. Together, this study provides a robust framework to expand NIPS utility for a broader range of prenatal genetic conditions.
DOI: 10.6084/m9.figshare.24433609.v1
title: The original data for <b>Strategies of </b><b>improved </b><b>data preprocess</b><b>ing</b><b> enhance the power of noninvasive prenatal </b><b>screening in detecting microdeletion</b><b>syndromes</b>

description: Noninvasive prenatal screening (NIPS) has become widely adopted for assessment of common trisomies, but technical variability hinders reliable identification of rarer microdeletion syndromes. Here, we implement advanced mappability correction and principal component analysis prior to NIPS, which minimizes noise and batch effects in the data. Consequently, our approach, termed IDP, achieves substantially higher sensitivity and specificity for five examined microdeletions versus standard preprocessing controls. Using 2,865 clinical samples and 100 simulated datasets, we comprehensively validate IDP's capabilities. We also propose two new quality metrics, abnormal rate and disperse index, to monitor fluctuations throughout processing. Together, this study provides a robust framework to expand NIPS utility for a broader range of prenatal genetic conditions.
DOI: 10.18167/dvn1/npwmup
title: Video monitoring data of earwigs Euborellia caraibea on residues and bare soil microcosms

description: The two sets of data are related to the paper “Assessing the effect of complex ground types on ground-dwelling arthropod movements with video monitoring: dealing with concealed movements under a layer of plant residues”. In this experiment 35 nocturnal earwigs Euborellia caraibea were tracked for a whole night in mesocosms mimicking two banana field ground types, bare soil and banana plant residues. The main data “Traj_net_exp‧csv” gives the trajectories information of earwigs extracted from videos with Image J software and cleaned with R (section 2.4). The trajectories are defined as a time series of locations of one individual (= points), and each point is characterised by its coordinates and time. Points were grouped into a given trajectory if separated by less than a time gap tg and a distance gap dg (here dg = 50 pixels, i‧e., ≃ 4.3 cm and tg = 10 s). Each line represents a point on a trajectory for an individual on a ground type (bare soil or residues), characterized by its coordinates (x,y), a time and a trajectory identification. The metadata of this data set is given in “Traj_net_Meta_exp‧csv”. The data “Info_Ind_exp‧csv” gives information on each individual, such as his sex or the time individual spent in lab before experiment. The metadata of this data set is given in “Info_Ind_meta‧csv”.
DOI: 10.18167/dvn1/dqxfzg
title: Code for: Mapping 33 years of sugarcane evolution in São Paulo state, Brazil, using Landsat imagery and generalized space-time classifiers

description: This dataset includes the Google Earth Engine (GEE) code used to produce the results of the following scientific article: Luciano, A.C.S, Campagnuci, B.C.G., le Maire, G., Mapping 33 years of sugarcane evolution in São Paulo state, Brazil, using Landsat imagery and generalized space-time classifiers, Remote Sensing Applications: Society and Environment (accepted for publication)
DOI: 10.6096/aeroclo.1770
title: AEROCLO-sA PEGASUS particle number concentration

description: Total aerosol number concentration measured at the surface level at Henties Bay.
DOI: 10.18167/dvn1/kdnov4
title: Very high spatial resolution land use / land cover map of a 84km2 part of the Vavatenina District, Analanjirofo Region, Madagascar, 2019

description: This map gives the spatial distribution of the main agricultural systems and land uses present in an area of study of landscape dynamics in Madagascar. It consists of an area of 84 square kilometers located at the West of Vavatenina town, in the Analanjirofo Region, on the North-East coast of Madagascar. This map is based on Pleiades very high spatial resolution multispectral images (50cm/pixel) acquired in 2019, and field reference data. The nomenclature includes 13 classes, with both agroforestry and annual cropping systems, various fallows discriminated on the basis of their density and diversity, water bodies and anthropized areas. The global precision of this map is 80%.
DOI: 10.5281/zenodo.10014020
title: ES15 - Office - Valladolid (Spain)

description: Data files for building: ES15 - Office - Valladolid (Spain)
Languages: Spanish, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.5281/zenodo.10014019
title: ES15 - Office - Valladolid (Spain)

description: Data files for building: ES15 - Office - Valladolid (Spain)
Languages: Spanish, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.5281/zenodo.10014043
title: ES16 - Office - Salamanca (Spain)

description: Data files for building: ES16 - Office - Salamanca (Spain)
Languages: Spanish, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.5281/zenodo.10014042
title: ES16 - Office - Salamanca (Spain)

description: Data files for building: ES16 - Office - Salamanca (Spain)
Languages: Spanish, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.