cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14178322
title: Artifact for the paper "Towards Model-Driven Heat Pump Control in a Multi-Story Building"

description: This is a reproducibility package for the paper "Towards Model-Driven Heat Pump Control in a Multi-Story Building".

Domestic heating systems can provide significant energy flexibility when integrated with heat pumps and hot water buffer tanks, especially with fluctuating day-ahead energy prices. However, optimizing these systems in large buildings with shared resources poses crucial challenges. While most existing studies target single-room or single-family house systems, this study explores the complexities within a three-story building housing six apartments. The building’s heating system consists of a hot water buffer tank, mixing loop, radiant floor heating system, and a Ground Source Heat Pump (GSHP) controlled by a weather-compensated control strategy (WCS). Our approach aims to tackle challenges like integrating real sensor data, scalability, varying weather effects, and diverse resident heat use preferences. We employ the CTSMR software to identify thermal behaviour and use reinforcement learning to design an intelligent/model-driven UPPAAL STRATEGOcontroller. Our results reveal a 43% reduction in energy costs while maintaining comfort levels compared to a WCS. The temporal validity of the estimated thermal models is also analyzed.
DOI: 10.5281/zenodo.14178323
title: Artifact for the paper "Towards Model-Driven Heat Pump Control in a Multi-Story Building"

description: This is a reproducibility package for the paper "Towards Model-Driven Heat Pump Control in a Multi-Story Building".

Domestic heating systems can provide significant energy flexibility when integrated with heat pumps and hot water buffer tanks, especially with fluctuating day-ahead energy prices. However, optimizing these systems in large buildings with shared resources poses crucial challenges. While most existing studies target single-room or single-family house systems, this study explores the complexities within a three-story building housing six apartments. The building’s heating system consists of a hot water buffer tank, mixing loop, radiant floor heating system, and a Ground Source Heat Pump (GSHP) controlled by a weather-compensated control strategy (WCS). Our approach aims to tackle challenges like integrating real sensor data, scalability, varying weather effects, and diverse resident heat use preferences. We employ the CTSMR software to identify thermal behaviour and use reinforcement learning to design an intelligent/model-driven UPPAAL STRATEGOcontroller. Our results reveal a 43% reduction in energy costs while maintaining comfort levels compared to a WCS. The temporal validity of the estimated thermal models is also analyzed.
DOI: 10.5281/zenodo.14049819
title: Kandidaatintyön tulokset ja taksonomia
DOI: 10.5281/zenodo.14178300
title: Search strategies for a rapid review for economic modelling studies on RSV immunisation

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to answer the following research question: 

What approaches are taken to modelling the expected costs and benefits of RSV immunisation in children and/or adults in high-income countries (as defined by the OECD)?
DOI: 10.5281/zenodo.13166621
title: Data supporting findings for the manuscript: "An Ultra-High Vacuum Scanning Tunneling Microscope with Pulse Tube and Joule-Thomson cooling operating at sub-pm z-noise"

description: This is the data repository for the manuscript:An Ultra-High Vacuum Scanning Tunneling Microscope with Pulse Tube and Joule-Thomson cooling operating at sub-pm z-noise

The data is contained in the zip file.

The data is sorted in a folder structure, named after the corresponding images in the manuscript.

The raw data and the analysis is given.
DOI: 10.5281/zenodo.13166622
title: Data supporting findings for the manuscript: "An Ultra-High Vacuum Scanning Tunneling Microscope with Pulse Tube and Joule-Thomson cooling operating at sub-pm z-noise"

description: This is the data repository for the manuscript:An Ultra-High Vacuum Scanning Tunneling Microscope with Pulse Tube and Joule-Thomson cooling operating at sub-pm z-noise

The data is contained in the zip file.

The data is sorted in a folder structure, named after the corresponding images in the manuscript.

The raw data and the analysis is given.
DOI: 10.15468/dl.zk9pef
title: Occurrence Download

description: A dataset containing 4307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphaea nouchali Burm.fil."
 ]
}

 The dataset includes 4307 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019650-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14169218
title: Dataset for wave-by-wave particle tracking in the surf zone

description: This dataset comprises 49 trajectories with 3D positions of buoyant tracers reconstructed from stereo camera imaging using two cameras and a standard triangulation process. The data is extracted from stereo image frames of the sea surface, captured at a rate of 30 frames per second. These images were collected between 15:13:00 and 17:18:59 UTC on September 7, 2019, near the island of Sylt, Germany.

An appropriate coordinate system was used to better represent the tracer position time series for the analysis of tracers position, velocity and acceleration. 

Details about the coordinate system are provided in the associated manuscript and supporting information as well as in 

https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2021GL095722

 

The dataset is organized into four columns: the frame time [µs]; the X coordinate [m], defining the horizontal position with the origin at the base of Pole 2 (see above referenced paper) and oriented shoreward; the Y coordinate [m], denoting the transverse position perpendicular to the direction of wave propagation ; 

and the Z coordinate [m], specifying the vertical position with the axis oriented upward.

These coordinates were obtained using a triangulation algorithm and adjusted using a coordinate system transformation to yield a precise, physically meaningful representation of the trajectories. The data is provided in .mat (MATLAB) format
DOI: 10.5281/zenodo.14169219
title: Dataset for wave-by-wave particle tracking in the surf zone

description: This dataset comprises 49 trajectories with 3D positions of buoyant tracers reconstructed from stereo camera imaging using two cameras and a standard triangulation process. The data is extracted from stereo image frames of the sea surface, captured at a rate of 30 frames per second. These images were collected between 15:13:00 and 17:18:59 UTC on September 7, 2019, near the island of Sylt, Germany.

An appropriate coordinate system was used to better represent the tracer position time series for the analysis of tracers position, velocity and acceleration. 

Details about the coordinate system are provided in the associated manuscript and supporting information as well as in 

https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2021GL095722

 

The dataset is organized into four columns: the frame time [µs]; the X coordinate [m], defining the horizontal position with the origin at the base of Pole 2 (see above referenced paper) and oriented shoreward; the Y coordinate [m], denoting the transverse position perpendicular to the direction of wave propagation ; 

and the Z coordinate [m], specifying the vertical position with the axis oriented upward.

These coordinates were obtained using a triangulation algorithm and adjusted using a coordinate system transformation to yield a precise, physically meaningful representation of the trajectories. The data is provided in .mat (MATLAB) format
DOI: 10.15468/dl.yhyu6u
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crotalaria cunninghamii subsp. sturtii (R.Br.) A.E.Holland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 353 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019651-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14178149
title: 19203_2020_09_30_downUpshift_twice_2_0_2_glu_ura8_ura8h360a_ura8h360r_00 (part 2)

description: High throughput time lapse experiment. Details can be found on the 'txt' files inside.
DOI: 10.5281/zenodo.14178150
title: 19203_2020_09_30_downUpshift_twice_2_0_2_glu_ura8_ura8h360a_ura8h360r_00 (part 2)

description: High throughput time lapse experiment. Details can be found on the 'txt' files inside.
DOI: 10.5517/ccdc.csd.cc2fjqwl
title: CCDC 2250410: Experimental Crystal Structure Determination

description: Related Article: Yong Shen, Lianghu Gu, Qun Zhou, Xiaotian Zhang, Mengru Yu, Qin Li, Yu Liang, Chunmei Chen, Yonghui Zhang, Hucheng Zhu|2024|Phytochemistry|229|114303|doi:10.1016/j.phytochem.2024.114303
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fjqxm
title: CCDC 2250411: Experimental Crystal Structure Determination

description: Related Article: Yong Shen, Lianghu Gu, Qun Zhou, Xiaotian Zhang, Mengru Yu, Qin Li, Yu Liang, Chunmei Chen, Yonghui Zhang, Hucheng Zhu|2024|Phytochemistry|229|114303|doi:10.1016/j.phytochem.2024.114303
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h1gtv
title: CCDC 2295327: Experimental Crystal Structure Determination

description: Related Article: Lourdes A. Gotopo, Jorge A. Güida, Gustavo Echeverría, Oscar E. Piro, Ivan E. Romero, Romina Castelli, Gustavo Cabrera, Pablo Cabral, Hugo E. Cerecetto, Angel H. Romero|2025|J.Mol.Struct.|1322|140320|doi:10.1016/j.molstruc.2024.140320
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hxjb9
title: CCDC 2321321: Experimental Crystal Structure Determination

description: Related Article: Qiqiong Ren, Guojun Zhou, Yilin Mao, Nan Zhang, Jian Zhang, Xian-Ming Zhang|2024|Chemical Science|15|16536|doi:10.1039/D4SC05041J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hxjcb
title: CCDC 2321322: Experimental Crystal Structure Determination

description: Related Article: Qiqiong Ren, Guojun Zhou, Yilin Mao, Nan Zhang, Jian Zhang, Xian-Ming Zhang|2024|Chemical Science|15|16536|doi:10.1039/D4SC05041J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hxjdc
title: CCDC 2321323: Experimental Crystal Structure Determination

description: Related Article: Qiqiong Ren, Guojun Zhou, Yilin Mao, Nan Zhang, Jian Zhang, Xian-Ming Zhang|2024|Chemical Science|15|16536|doi:10.1039/D4SC05041J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hxjfd
title: CCDC 2321324: Experimental Crystal Structure Determination

description: Related Article: Qiqiong Ren, Guojun Zhou, Yilin Mao, Nan Zhang, Jian Zhang, Xian-Ming Zhang|2024|Chemical Science|15|16536|doi:10.1039/D4SC05041J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j5sr8
title: CCDC 2329270: Experimental Crystal Structure Determination

description: Related Article: E. Mohanapriya, S. Elangovan, Jan Janczak, Kalpana Sukumar, N. Kanagathara, V. Ragavendran, M.K. Marchewka|2024|Materials Today Comm.|41|110632|doi:10.1016/j.mtcomm.2024.110632
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j8zf7
title: CCDC 2332329: Experimental Crystal Structure Determination

description: Related Article: Félix León, Yago García-Rodeja, Sonia Mallet-Ladeira, Karinne Miqueu, György Szalóki, Didier Bourissou|2024|Chemical Science|15|16651|doi:10.1039/D4SC04374J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j8zg8
title: CCDC 2332330: Experimental Crystal Structure Determination

description: Related Article: Félix León, Yago García-Rodeja, Sonia Mallet-Ladeira, Karinne Miqueu, György Szalóki, Didier Bourissou|2024|Chemical Science|15|16651|doi:10.1039/D4SC04374J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j8zh9
title: CCDC 2332331: Experimental Crystal Structure Determination

description: Related Article: Félix León, Yago García-Rodeja, Sonia Mallet-Ladeira, Karinne Miqueu, György Szalóki, Didier Bourissou|2024|Chemical Science|15|16651|doi:10.1039/D4SC04374J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j8zjb
title: CCDC 2332332: Experimental Crystal Structure Determination

description: Related Article: Félix León, Yago García-Rodeja, Sonia Mallet-Ladeira, Karinne Miqueu, György Szalóki, Didier Bourissou|2024|Chemical Science|15|16651|doi:10.1039/D4SC04374J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j8zkc
title: CCDC 2332333: Experimental Crystal Structure Determination

description: Related Article: Félix León, Yago García-Rodeja, Sonia Mallet-Ladeira, Karinne Miqueu, György Szalóki, Didier Bourissou|2024|Chemical Science|15|16651|doi:10.1039/D4SC04374J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j8zld
title: CCDC 2332334: Experimental Crystal Structure Determination

description: Related Article: Félix León, Yago García-Rodeja, Sonia Mallet-Ladeira, Karinne Miqueu, György Szalóki, Didier Bourissou|2024|Chemical Science|15|16651|doi:10.1039/D4SC04374J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2js79w
title: CCDC 2346988: Experimental Crystal Structure Determination

description: Related Article: Han Yang, Tian Huang, Yu Chen, Yuan-Hua Wang, Yong-Dong Jin, Xiao-Chuan Chen, Chuan-Qin Xia|2024|Inorg.Chem.|63|20762|doi:10.1021/acs.inorgchem.4c03489
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k5gmv
title: CCDC 2358747: Experimental Crystal Structure Determination

description: Related Article: Peng-Jun Zhou, Xi-Ying Wu, Ze-Yu Zhao, Yi Zang, Zhong-Shuai Sun, Yue-Ling Li, Na Li, Juan Xiong, Yeun-Mun Choo, Ze-Xin Jin, Jia Li, Jin-Feng Hu|2024|Phytochemistry|229|114309|doi:10.1016/j.phytochem.2024.114309
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.rvmk7d
title: Occurrence Download

description: A dataset listing the 70 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.14369 4.72306,-74.14917 4.71963,-74.14566 4.71499,-74.1418 4.71815,-74.14369 4.72306))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 70 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039487-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3bmno
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.29877 -18.30322,-70.15045 -19.90173,-68.6618 -19.68201,-69.49127 -17.53418,-70.29877 -18.30322))",
 "TaxonKey is Eulidia yarrellii (Bourcier, 1847)"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007070-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8d98a
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidium kerstingianum (Schltr.) Szlach."
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012267-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4mf7p
title: Occurrence Download

description: A dataset containing 5652 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Saucerottia cyanura (Gould, 1859)"
 ]
}

 The dataset includes 5652 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039529-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.japze4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-92.64723 -50.75579,-56.35277 -50.75579,-56.35277 -36.24421,-92.64723 -36.24421,-92.64723 -50.75579))",
 "Geometry POLYGON((-73.07007 -36.73828,-75.66284 -38.58398,-75.31128 -46.34033,-72.67456 -46.604,-71.04858 -38.69385,-73.07007 -36.73828))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lycalopex fulvipes (Martin, 1837)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007062-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk498s
title: Occurrence Download

description: A dataset containing 2234 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Batrachoseps luciae Jockusch, Yanev & Wake, 2001"
 ]
}

 The dataset includes 2234 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048790-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.