cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10412840
title: Dataset for the fine-tuning of parameters and hyper parameters, and the evaluation of the Scorca agent

description: # Scorca DataThis repository contains data collected during multiple tests of the Scorca agent.

This data was used to generate the various plots seen in the ICAART paper titled ***Knowledge Modelling, Strategy Designing, and Agent Engineering for Reconnaissance Blind Chess***, and to forge decisions for the agent, i.e. with which strategy to go and which hyperparameters to use. 

It also contains multiple scripts used to generate the plots in the paper.

## Project overview

The project is organized into several key directories, each containing specific components of the Scorca agent's testing and data analysis:

- /experiments: Contains various experimental data and scripts.  - /entropy_comp: Data and scripts related to entropy computation experiments.  - /piece_states_removal: Information on experiments involving the removal of piece states.  - /sense_comp: Contains sub-directories for adapted entropy, likely senses, and opponent move weight analysis.- /misc_src: Miscellaneous source files and scripts.  - /efficiency: Scripts and data related to the efficiency analysis of the agent.  - /enemy_bot_movement: Data on enemy bot movement patterns and strategies.  - /history: Historical data and analysis scripts.  - /naive_entropy: Scripts for naive entropy calculations.- /sense_comp: Sense computation related files.  - /all_possible_states: Tracking and analysis of all possible board states.  - /likely_senses: Data on the most likely senses used in various game scenarios.  - /opp_move_weight: Analysis of opponent move weight in different contexts.

For the agent source code, please refer to the Scorca GitHub repository: https://github.com/Robinbux/Scorca.

- Contact Robin in case of any inquiry (rb.stoehr@gmail.com)- ⁠The licence is CC-BY 4.0.
DOI: 10.5281/zenodo.7414739
title: Walloon roof material (WaRM) spectral library

description: The Walloon Roof Material spectral library (WaRM) was created in the framework of the CASMATTELE project to reflect regional peculiarities of roof materials employed in Wallonia, Belgium. This library accounts for 26 roof material spectra in the spectral range 350–2,500 nm. Spectra were acquired using an ASD FieldSpec3 Hi-Res spectrometer in laboratory and in situ conditions with a spectral sampling interval of 1 nm. Although building materials can vary regionally due to different available construction materials, the WaRM spectral library can certainly be used for wider applications.
DOI: 10.5281/zenodo.10397627
title: Impatiens mexicana Rydb. Alignments used in the phylogenetic analyses and genetic distances from: "The Mexican Balsam, Impatiens mexicana Rydb: a redescription based on morphological and phylogenetic studies, with an update of the current geographical range of the species."

description: Alignment from the concatenated matrix using ITS, atpb-rbcL, and trnL-F. 

Genetic distances: ITS, atpb-rbcL, trnL-F, and concatenated matrix.
DOI: 10.5281/zenodo.10397628
title: Impatiens mexicana Rydb. Alignments used in the phylogenetic analyses and genetic distances from: "The Mexican Balsam, Impatiens mexicana Rydb: a redescription based on morphological and phylogenetic studies, with an update of the current geographical range of the species."

description: Alignment from the concatenated matrix using ITS, atpb-rbcL, and trnL-F. 

Genetic distances: ITS, atpb-rbcL, trnL-F, and concatenated matrix.
DOI: 10.5285/1d554ff41c104491ac3661c6f6f52aab
title: Aerial LiDAR data from French Guiana, Paracou, November 2019

description: This dataset contains Aerial LiDAR (also known as airborne laser scanning, ALS) data in .las format collected over tropical forests in Paracou in French Guiana in 2019. The data were collected by Altoa using a BN2 aircraft flying at approximately 900 m altitude at a speed of approximately 180 km/hr. Trajectory files in txt format giving detailed flight data are included with the archived dataset. The LiDAR instrume was a RIEGL LMS-Q780 and used a minimum pulse density of 15 points/sqm. The lateral overlap between two flight lines was 80% with a scan angle of +/- 30 degrees. The data coordinate reference system used with the data files is epsg 2972 more details of this and of the Paracou site can be found in the documentation section.
DOI: 10.5281/zenodo.10412910
title: MAVEN SWIA Observations of Solar Wind Signatures1 in the Collisional Atmosphere of Mars
DOI: 10.5281/zenodo.10412911
title: MAVEN SWIA Observations of Solar Wind Signatures1 in the Collisional Atmosphere of Mars
DOI: 10.5285/7bdc5bfc06264802be34f918597150e8
title: Aerial LiDAR data from French Guiana, Nouragues, November 2019

description: This dataset contains Aerial LiDAR (also known as airborne laser scanning, ALS) data in .las format collected over tropical forests in Nouragues in French Guiana in 2019. The data were collected by Altoa using a BN2 aircraft flying at approximately 900 m altitude at a speed of approximately 180 km/hr. Trajectory files in txt format giving detailed flight data are included with the archived dataset. The LiDAR instrument was RIEGL LMS-Q780 and used a minimum pulse density of 15 points/sqm. The lateral overlap between two flight lines was 80%. with a Scan angle of +/- 30 degrees. The data coordinate reference system used with the data files is epsg 2972 more details of this and of the Nouragues site can be found in the documentation section.
DOI: 10.6084/m9.figshare.24879600
title: Data files and code_Walters et al. 2023_Extreme heat exposure of host plants indirectly reduces solitary bee fecundity and survival

description: Open source data files and Rcode used for 'Extreme heat exposure of host plants indirectly reduces solitary bee fecundity and survival'.
DOI: 10.6084/m9.figshare.24879600.v1
title: Data files and code_Walters et al. 2023_Extreme heat exposure of host plants indirectly reduces solitary bee fecundity and survival

description: Open source data files and Rcode used for 'Extreme heat exposure of host plants indirectly reduces solitary bee fecundity and survival'.
DOI: 10.25505/fiz.icsd.cc2cybpc
title: CSD 2202943: Experimental Crystal Structure Determination

description: Related Article: Hanhan Chen, Kangting Zheng, Jingru Wang, Bingxue Niu, Pengtao Ma, Jingping Wang, Jingyang Niu|2023|Inorg.Chem.|62|3338|doi:10.1021/acs.inorgchem.2c04280
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2cybqd
title: CSD 2202944: Experimental Crystal Structure Determination

description: Related Article: Hanhan Chen, Kangting Zheng, Jingru Wang, Bingxue Niu, Pengtao Ma, Jingping Wang, Jingyang Niu|2023|Inorg.Chem.|62|3338|doi:10.1021/acs.inorgchem.2c04280
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2f10yg
title: CSD 2235315: Experimental Crystal Structure Determination

description: Related Article: M. Lozinšek, M. Belak Vivod, M. Dragomir|2023|IUCrData|8|x230018|doi:10.1107/S2414314623000184
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17909/psfb-yg51
title: TESS data for Gliese 12

description: 2-min cadence light curve data for TOI 52005579 (Gliese 12, TOI 6251.01).
DOI: 10.25505/fiz.icsd.cc2f12vf
title: CSD 2235374: Experimental Crystal Structure Determination

description: Related Article: Ze-Jie Wang, Ling-Kun Wu, Na Wang, Qianqian Hu, Jian-Rong Li, Heng-Yun Ye|2023|Dalton Trans.|52|2799|doi:10.1039/D2DT03939G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dqr74
title: CSD 2226396: Experimental Crystal Structure Determination

description: Related Article: Mei Hu, Nuerbiye Tuerhong, Zhaohui Chen, Qun Jing, Ming-Hsien Lee|2023|Inorg.Chem.|62|3609|doi:10.1021/acs.inorgchem.2c04376
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc29lq3r
title: CSD 2133144: Experimental Crystal Structure Determination

description: Related Article: Xiao-Yu Lou, Yu Zhou, Wen-Fa Chen, Xiao-Ming Jiang, Bin-Wen Liu, Guo-Cong Guo|2023|Dalton Trans.|52|4873|doi:10.1039/D2DT03683E
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc29lq4s
title: CSD 2133145: Experimental Crystal Structure Determination

description: Related Article: Xiao-Yu Lou, Yu Zhou, Wen-Fa Chen, Xiao-Ming Jiang, Bin-Wen Liu, Guo-Cong Guo|2023|Dalton Trans.|52|4873|doi:10.1039/D2DT03683E
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2dgy2x
title: CSD 2218889: Experimental Crystal Structure Determination

description: Related Article: Wenhao Liu, Ming-Hsien Lee, Ruixin Guo, Jiyong Yao|2023|Dalton Trans.|52|3344|doi:10.1039/D3DT00197K
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dh1fd
title: CSD 2218993: Experimental Crystal Structure Determination

description: Related Article: Wenhao Liu, Ming-Hsien Lee, Ruixin Guo, Jiyong Yao|2023|Dalton Trans.|52|3344|doi:10.1039/D3DT00197K
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2bxbg2
title: CSD 2172184: Experimental Crystal Structure Determination

description: Related Article: S. Ouaatta, A. Bouraima, E. Benhsina, J. Khmiyas, A. Assani, M. Saadi, L. El Ammari|2023|Acta Crystallogr.,Sect.E:Cryst.Commun.|79|95|doi:10.1107/S2056989023000336
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24878253
title: Augmentation of Omicron BA.1 pathogenicity in hamsters using intratracheal inoculation

description: The Omicron BA.1 variant of SARS-CoV-2 displays an attenuated phenotype in the Syrian hamster after intranasal inoculation. This is characterized by reduced viral replication and lung pathology in the lower respiratory tract. Here, we report that intratracheal inoculation with Omicron BA.1 recovers the lower respiratory tract replication and pathogenicity as observed with other lineages.
DOI: 10.5281/zenodo.10412703
title: Model Output accompanying 'A predicted pause in the rapid warming of the Northwest Atlantic Shelf in the coming decade'

description: Postprocessed model output and observations necessary for reproducing all figures from the main body of the artcile 'A predicted pause in the rapid warming of the1 Northwest Atlantic Shelf in the coming decade'. Please see the README.txt file
DOI: 10.6084/m9.figshare.24813927.v2
title: Data of Fig.3 and Fig.4 in the paper "Integrated optical frequency division for microwave and mmWave generation"

description: This data file contains all the data for figure 3 and figure 4 in "Integrated optical frequency division for microwave and mmWave generation".
DOI: 10.6084/m9.figshare.24813927.v1
title: Data of Fig.3 and Fig.4 in the paper "Integrated optical frequency division for microwave and mmWave generation"

description: This data file contains all the data for figure 3 and figure 4 in "Integrated optical frequency division for microwave and mmWave generation".
DOI: 10.34740/kaggle/dsv/7249724
title: Balochi Language to English Translation Dataset
DOI: 10.5066/f7c53hzn
title: North American Breeding Bird Survey Dataset 1966 - 2015, version 2015.1

description: The 1966-2015 North American Breeding Bird Survey dataset contains avian point count data for more than 700 North American bird taxa (primarily species, but also some races and unidentified species groupings).  These data are collected annually during the breeding season, primarily June and May, along thousands of randomly established roadside survey routes in the United States and Canada. Routes are about 24.5 miles (39.2 km) long with counting locations placed at regular intervals, for a total of 50 stops. At each stop, a person highly skilled in avian identification conducts a 3-minute point count, recording every bird seen within a quarter-mile (400-m) radius and every bird heard.  Surveys begin 30 minutes before local sunrise and take approximately 5 hours to complete.  A route is sampled once per year, with the total number of routes sampled per year growing over time; about 600 routes were sampled in 1966, while in recent decades approximately 3000 routes have been sampled annually.  In addition to avian count data, this dataset also contains date route sampled, survey start and end times, start and end weather conditions, a unique observer identification number, route identification information, route location information including geographic coordinates of route start point, and an indicator of sample quality.  Version 2015.1 corrects several small but important data issues present in Version 2015.0; the issues are described in the 2015.1 metadata.
DOI: 10.6084/m9.figshare.21201649
title: Substance-Specific Risk Factors among Young Adults: Potential Prevention Targets across Cannabis-Permissive Environments

description: This study examined levels of substance-specific risk factors such as perception of harm from substance use among young adults in a range of cannabis-permissive environments. The main objective was to inform future preventive interventions aimed at reducing cannabis use in the context of increasingly permissive environments. Data came from the Community Youth Development Study (CYDS) collected in 2016 when participants were about 23 years old (<i>n</i> = 1,722 participants residing in 46 U.S. states). Young adults self-reported their perceptions about the harms related to cannabis, alcohol, and cigarette use; attitudes about and ease of access to cannabis and other substances; and perceived wrongfulness and social acceptability of cannabis, alcohol, and cigarette use and of selling of cannabis and other illegal drugs. Young adults in more permissive cannabis contexts reported higher levels of all cannabis-specific risk factors (e.g., greater access to and more favorable attitudes about cannabis use), except for perception of harm from regular cannabis use. However, permissiveness of the cannabis environment was not associated with heightened levels of risk factors for other substance use (such as alcohol, cigarettes, and opioids). Future preventive interventions for young adults living in more permissive cannabis contexts may need to focus on cannabis-specific risk factors in particular and go beyond considerations of harm from regular use. Future studies should replicate these findings with other samples.
DOI: 10.6084/m9.figshare.21201649.v1
title: Substance-Specific Risk Factors among Young Adults: Potential Prevention Targets across Cannabis-Permissive Environments

description: This study examined levels of substance-specific risk factors such as perception of harm from substance use among young adults in a range of cannabis-permissive environments. The main objective was to inform future preventive interventions aimed at reducing cannabis use in the context of increasingly permissive environments. Data came from the Community Youth Development Study (CYDS) collected in 2016 when participants were about 23 years old (<i>n</i> = 1,722 participants residing in 46 U.S. states). Young adults self-reported their perceptions about the harms related to cannabis, alcohol, and cigarette use; attitudes about and ease of access to cannabis and other substances; and perceived wrongfulness and social acceptability of cannabis, alcohol, and cigarette use and of selling of cannabis and other illegal drugs. Young adults in more permissive cannabis contexts reported higher levels of all cannabis-specific risk factors (e.g., greater access to and more favorable attitudes about cannabis use), except for perception of harm from regular cannabis use. However, permissiveness of the cannabis environment was not associated with heightened levels of risk factors for other substance use (such as alcohol, cigarettes, and opioids). Future preventive interventions for young adults living in more permissive cannabis contexts may need to focus on cannabis-specific risk factors in particular and go beyond considerations of harm from regular use. Future studies should replicate these findings with other samples.
DOI: 10.6073/pasta/2808389277ea496fac8982a028cb57b5
title: Lake Hövsgöl Mongolia Gillnet Survey Data

description: Lake Hövsgöl Mongolia Gillnet Survey Data from 2006 to 2022Mongolia is home to several endangered salmonids, including taimen (Hucho taimen) and Hovsgol grayling (Thymallus nigrescens). Taimen are the world’s largest trout, reaching a record size of 210 cm (83 in) and 105 kg (231 lb), though individuals larger than 30 kg are rare. Hovsgol grayling are an endemic species of grayling found only in Lake Hovsgol. Two factors have made Mongolia a de facto refuge for many fish species: (1) there is little tradition of fish-eating, and (2) there is low human population density and low land-use intensity (little agriculture or urban development). Both of these are changing. Commercial harvest of fish increased during the years of Soviet occupation. Today there are several poorly regulated commercial fisheries in lakes and rivers as well as widespread poaching. Mining and increased grazing intensity threaten water quality. Our research in Mongolia is focused on the ecology and conservation of taimen and Hovsgol grayling as well as the aquatic ecosystems on which they depend. (from: https://jensen.limnology.wisc.edu/research/)
DOI: 10.5281/zenodo.10413105
title: DNA_test_181_Preprocessing_using_AlphaFold2.tar.gz
DOI: 10.5281/zenodo.10413104
title: DNA_test_181_Preprocessing_using_AlphaFold2.tar.gz
DOI: 10.25505/fiz.icsd.cc2f1cmh
title: CSD 2235646: Experimental Crystal Structure Determination

description: Related Article: Pei-ze Yang, Xiang Wang, Ling-jie Zhang, Na Tong, Xiu-Li Wang|2023|Inorg.Chem.|62|2317|doi:10.1021/acs.inorgchem.2c04064
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2f26wm
title: CSD 2236460: Experimental Crystal Structure Determination

description: Related Article: P. Sicher, B. Stöger|2023|Acta Crystallogr.,Sect.E:Cryst.Commun.|79|112|doi:10.1107/S2056989023000361
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2f2fb9
title: CCDC 2236660: Experimental Crystal Structure Determination

description: Related Article: Pamela S. Moyo, Banele Vatsha, Gift Mehlana, Leah C. Matsinha, Banothile C. E. Makhubela|2023|Dalton Trans.|52|6300|doi:10.1039/D3DT00671A
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.cc2f2f54
title: CCDC 2236655: Experimental Crystal Structure Determination

description: Related Article: Mourad Latoui, Hakima AitYoucef Chenafa, Fatiha Benghanem, Riadh BOURZAMI|2023|CSD Communication|||
description: Related Article: Mourad Latoui, Hakima Chenafa AitYoucef, Fatiha Benghanem, Vincent Dorcet, Riadh Bourzami|2024|J.Mol.Struct.|1300|137312|doi:10.1016/j.molstruc.2023.137312
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.