cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/64s9-1828
title: Agri-EBV-winter-summer

description: A new generation of computer vision, namely event-based or neuromorphic vision, provides a new paradigm for capturing visual data and the way such data is processed. Event-based vision is a state-of-art technology of robot vision. It is particularly promising for use in both mobile robots and drones for visual navigation tasks. Due to a highly novel type of visual sensors used in event-based vision, only a few datasets aimed at visual navigation tasks are publicly available. Such datasets provide an opportunity to evaluate visual odometry and visual SLAM methods by imitating data readout from real sensors. This dataset is intended to cover visual navigation tasks for mobile robots navigating in different types of agricultural environment. The dataset might open new opportunities for the evaluation of existing and creation of new event-based visual navigation methods for use in agricultural scenes that contain a lot of vegetation, animals, and patterned objects. The new dataset was created using our own custom-designed Sensor Bundle, which was installed on a mobile robot platform. During data acquisition sessions, the platform was manually controlled in such environments as forests, plantations, farms, etc. The Sensor Bundle consists of the dynamic vision sensor, a LIDAR, an RGB-D camera, and environmental sensors (temperature, humidity, and air pressure). The provided data sequences are accompanied by calibration data. The dynamic visual sensor, the LIDAR, and environmental sensors were time-synchronized with a precision of 1 us and time-aligned with an accuracy of +/- 1 ms. Ground-truth was generated by Lidar-SLAM methods. In total, there are 11 data sequences in 6 different scenarios for the winter season and 31 data sequences in 14 different scenarios for the spring/summer season. Each data sequence is accompanied by a video demonstrating its content and a detailed description, including known issues. The reported common issues include relatively small missing fragments of data and the RGB-D sensor's frame number sequence issues. The new dataset is mostly designed for Visual Odometry tasks, however, it also includes loop-closures for applying event-based visual SLAM methods. A.Zujevs is supported by the European Regional Development Fund within the Activity 1.1.1.2 “Post-doctoral Research Aid” of the Specific Aid Objective 1.1.1 (No.1.1.1.2/VIAA/2/18/334), while the others are supported by the Latvian Council of Science (lzp-2018/1-0482).BibTex citation: @inproceedings{Zujevs2021, author = {Zujevs, Andrejs and Pudzs, Mihails and Osadcuks, Vitalijs and Ardavs, Arturs and Galauskis, Maris and Grundspenkis, Janis}, booktitle = {IEEE International Conference on Robotics and Automation}, title = {{A Neuromorphic Vision Dataset for Visual Navigation Tasks in Agriculture}}, month = {June}, year = {2021}}
DOI: 10.5281/zenodo.4305673
title: Light-Induced Fluorescence Transient (LIFT) datasets for durum wheat under progressive drought stress in the field

description: The Light-Induced Fluorescence Transient (LIFT) sensor was mounted on a manually pushed cart to retrieve chlorophyll fluorescence-based traits over multiple days in a large panel of durum wheat genotypes (&gt; 220 elite accessions from the association mapping population ‘UNIBO-Durum Panel’ assembled at the University of Bologna, Italy) subjected to a progressive drought in replicated field trials over two growing seasons (2017/2018 and 2018/2019) in Maricopa, Arizona, USA, a semiarid desert environment. The photosynthetic performance of light-adapted plants was non-invasively measured at the canopy level (at a distance of 60 cm) by means of the operating efficiency of Photosystem II (Fq<sup>'</sup>/Fm<sup>'</sup>) and the kinetics of electron transport beyond Qa measured by reoxidation rates (Fr1<sup>'</sup> and Fr2<sup>'</sup>). Herein, processed and cleaned datasets, as well as raw data for both growing seasons are made publicly available. The R scripts used for processing and cleaning these data are also available.
description: Overall questions related to the field phenotyping set-up, including the LIFT method and datasets, can be directly addressed to Nicolas Zendonadi dos Santos and/or Dr. Onno Muller at the Forschungszentrum Juelich, Institute of Bio- and Geosciences, IBG-2: Plant Sciences, Juelich, Germany. Specific questions regarding the genetic material ('UNIBO-Durum Panel') can be directly addressed to Prof. Dr. Roberto Tuberosa and/or Dr. Marco Maccaferri at the University of Bologna, Department of Agricultural and Foods Sciences, Bologna, Italy.
description: {"references": ["Condorelli, Giuseppe E. et al. (2018) Comparative aerial and ground based high throughput phenotyping for the genetic dissection of NDVI as a proxy for drought adaptive traits in durum wheat. Frontiers in Plant Science, 9, 893. doi: 10.3389/fpls.2018.00893", "Keller, Beat et al. (2019) Maximum fluorescence and electron transport kinetics determined by light-induced fluorescence transients (LIFT) for photosynthesis phenotyping. Photosynthesis Research, 140, 221-233. doi: 10.1007/s11120-018-0594-9", "Kolber, Zbigniew S. et al. (1998) Measurements of variable chlorophyll fluorescence using fast repetition rate techniques: defining methodology and experimental protocols. Biochimica et Biophysica Acta, 1367(1-3), 88-106. doi: 10.1016/S0005-2728(98)00135-2", "Maccaferri, Marco et al. (2006) A panel of elite accessions of durum wheat (Triticum durum Desf.) suitable for association mapping studies. Plant Genetic Resources, 4(1), 79-85. doi:10.1079/PGR2006117"]}
DOI: 10.5281/zenodo.4305672
title: Light-Induced Fluorescence Transient (LIFT) datasets for durum wheat under progressive drought stress in the field

description: The Light-Induced Fluorescence Transient (LIFT) sensor was mounted on a manually pushed cart to retrieve chlorophyll fluorescence-based traits over multiple days in a large panel of durum wheat genotypes (&gt; 220 elite accessions from the association mapping population ‘UNIBO-Durum Panel’ assembled at the University of Bologna, Italy) subjected to a progressive drought in replicated field trials over two growing seasons (2017/2018 and 2018/2019) in Maricopa, Arizona, USA, a semiarid desert environment. The photosynthetic performance of light-adapted plants was non-invasively measured at the canopy level (at a distance of 60 cm) by means of the operating efficiency of Photosystem II (Fq<sup>'</sup>/Fm<sup>'</sup>) and the kinetics of electron transport beyond Qa measured by reoxidation rates (Fr1<sup>'</sup> and Fr2<sup>'</sup>). Herein, processed and cleaned datasets, as well as raw data for both growing seasons are made publicly available. The R scripts used for processing and cleaning these data are also available.
description: Overall questions related to the field phenotyping set-up, including the LIFT method and datasets, can be directly addressed to Nicolas Zendonadi dos Santos and/or Dr. Onno Muller at the Forschungszentrum Juelich, Institute of Bio- and Geosciences, IBG-2: Plant Sciences, Juelich, Germany. Specific questions regarding the genetic material ('UNIBO-Durum Panel') can be directly addressed to Prof. Dr. Roberto Tuberosa and/or Dr. Marco Maccaferri at the University of Bologna, Department of Agricultural and Foods Sciences, Bologna, Italy.
description: {"references": ["Condorelli, Giuseppe E. et al. (2018) Comparative aerial and ground based high throughput phenotyping for the genetic dissection of NDVI as a proxy for drought adaptive traits in durum wheat. Frontiers in Plant Science, 9, 893. doi: 10.3389/fpls.2018.00893", "Keller, Beat et al. (2019) Maximum fluorescence and electron transport kinetics determined by light-induced fluorescence transients (LIFT) for photosynthesis phenotyping. Photosynthesis Research, 140, 221-233. doi: 10.1007/s11120-018-0594-9", "Kolber, Zbigniew S. et al. (1998) Measurements of variable chlorophyll fluorescence using fast repetition rate techniques: defining methodology and experimental protocols. Biochimica et Biophysica Acta, 1367(1-3), 88-106. doi: 10.1016/S0005-2728(98)00135-2", "Maccaferri, Marco et al. (2006) A panel of elite accessions of durum wheat (Triticum durum Desf.) suitable for association mapping studies. Plant Genetic Resources, 4(1), 79-85. doi:10.1079/PGR2006117"]}
DOI: 10.6084/m9.figshare.16457001.v1
title: Questionnaire of SELEQ

description: This questionnaire consists of 33 items based on a part of the dissertation, have gone psychometric properties test and validity by CFA.
DOI: 10.5281/zenodo.5109582
title: dataset for "Atomic force microscopy characterization of Polyester Grafted with poly(styrene sulfonate)"

description: Atomic Force Microscopy (AFM) raw files of polycaprolactone (PCL) and polyethylene terephthalate (PET) non-functionalized and functionalized with poly(sodium 4-styrene sulfonate) (PNaSS) by thermal radical grafting, thermal radical grafting in the presence of redox initiator (Mohr's salt), and UV grafting. https://chemrxiv.org/engage/chemrxiv/article-details/60c75963842e650a5edb49f6 DOI: 10.26434/chemrxiv.14687556
DOI: 10.5281/zenodo.5109581
title: dataset for "Atomic force microscopy characterization of Polyester Grafted with poly(styrene sulfonate)"

description: Atomic Force Microscopy (AFM) raw files of polycaprolactone (PCL) and polyethylene terephthalate (PET) non-functionalized and functionalized with poly(sodium 4-styrene sulfonate) (PNaSS) by thermal radical grafting, thermal radical grafting in the presence of redox initiator (Mohr's salt), and UV grafting. https://chemrxiv.org/engage/chemrxiv/article-details/60c75963842e650a5edb49f6 DOI: 10.26434/chemrxiv.14687556
DOI: 10.6084/m9.figshare.16456983
title: Raw data of research-Teaching Learning Behaviour in Medicine.csv

description: This data is a raw data of students response of FOM UNISBA amount of 152 sample. Analysis of the data used regression linear
DOI: 10.6084/m9.figshare.16456983.v3
title: Raw data of research-Teaching Learning Behaviour in Medicine.csv

description: This data is a raw data of students response of FOM UNISBA amount of 152 sample. Analysis of the data used regression linear
DOI: 10.6084/m9.figshare.16456983.v2
title: Row data of research-Teaching Learning Behaviour in Medicine.csv

description: This data is a raw data of students response of FOM UNISBA amount of 152 sample. Analysis of the data used regression linear
DOI: 10.15468/z3g488
title: Morphological study and taxonomic revision of the genus Nipponocercyon (Coleoptera: Hydrophilidae: Sphaeridiinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hoshina, Hideto, Fikáček, Martin (2010): Morphological study and taxonomic revision of the genus Nipponocercyon (Coleoptera: Hydrophilidae: Sphaeridiinae). Acta Entomologica Musei Nationalis Pragae 50 (1): 117-130, DOI: http://doi.org/10.5281/zenodo.5325076
DOI: 10.34740/kaggle/dsv/2569326
title: California Traffic Collision Data from SWITRS
DOI: 10.15468/b4psaj
title: Description on Solitudes dushengi gen. et sp. nov. from Xinjiang, China (Araneae: Gnaphosidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lin, Yejie, Li, Shuqiang (2020): Description on Solitudes dushengi gen. et sp. nov. from Xinjiang, China (Araneae: Gnaphosidae). Zoological Systematics 45 (4): 312-315, DOI: 10.11865/zs.202036
DOI: 10.15468/v63muy
title: Discovery of the male of Colletes yanruae from Yunnan, China (Hymenoptera: Apoidea: Colletidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Niu, Zeqing, Ren, Zongxin, Zhu, Chaodong (2016): Discovery of the male of Colletes yanruae from Yunnan, China (Hymenoptera: Apoidea: Colletidae). Zoological Systematics 41 (3): 286-293, DOI: 10.11865/zs.201630
DOI: 10.15468/yvs8g5
title: DNA barcoding of the genus Dichopygina, with a new species from China (Diptera: Sciaridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Leng, Ruixin, Heller, Kai, Huang, Junhao, Ye, Lan, Wu, Hong (2018): DNA barcoding of the genus Dichopygina, with a new species from China (Diptera: Sciaridae). Zoological Systematics 43 (1): 18-26, DOI: 10.11865/zs.201802
DOI: 10.15468/766c86
title: Discovery of the rare genus Awas in mainland China with description of a new species (Coleoptera: Staphylinidae: Pselaphinae: Goniaceritae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yin, Zi-Wei, Li, Li-Zhen, Zhao, Mei-Jun (2010): Discovery of the rare genus Awas in mainland China with description of a new species (Coleoptera: Staphylinidae: Pselaphinae: Goniaceritae). Acta Entomologica Musei Nationalis Pragae 50 (2): 477-482, DOI: http://doi.org/10.5281/zenodo.5325957
DOI: 10.15468/gn3tvw
title: Osteology of a North American goniopholidid (Eutretauranosuchus delfsi) and palate evolution in Neosuchia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pritchard, Adam C., Turner, Alan H., Allen, Eric R., Norell, Mark A. (2013): Osteology of a North American goniopholidid (Eutretauranosuchus delfsi) and palate evolution in Neosuchia. American Museum Novitates 2013 (3783): 1-56, DOI: 10.1206/3783.2, URL: http://www.bioone.org/doi/abs/10.1206/3783.2
DOI: 10.15468/tkahbz
title: Jakliella and Mehlia, new genera from Indonesia and Malaysia, with description of four new species (Coleoptera: Mordellidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Horák, Jan (2010): Jakliella and Mehlia, new genera from Indonesia and Malaysia, with description of four new species (Coleoptera: Mordellidae). Acta Entomologica Musei Nationalis Pragae 50 (2): 547-561, DOI: http://doi.org/10.5281/zenodo.5326281
DOI: 10.5519/qd.8oly77up
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (155136 records)
DOI: 10.5519/qd.4149gioz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (209 records)
DOI: 10.5519/qd.9ly4ylqx
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (209 records)
DOI: 10.5519/qd.zp84mb0n
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (21900 records)
DOI: 10.5519/qd.bnoyqpvd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (153282 records)
DOI: 10.15468/her4xu
title: Zur Verbreitung von Eosolenobia manni (ZELLER 1852) in der Slowakei (Lepidoptera: Psychidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Weidlich, M. (2011): Zur Verbreitung von Eosolenobia manni (ZELLER 1852) in der Slowakei (Lepidoptera: Psychidae). Linzer biologische Beiträge 43 (2): 1369-1375, DOI: http://doi.org/10.5281/zenodo.5326607
DOI: 10.5519/qd.fbvjpvan
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (10185 records)
DOI: 10.5519/qd.2ji158xj
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (21900 records)
DOI: 10.5519/qd.dz9s7mk8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (313533 records)
DOI: 10.5519/qd.bon77i5m
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (209 records)
DOI: 10.5519/qd.gdqlq63b
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (309968 records)
DOI: 10.3886/e148721
title: Putting Immigration and Education in Conversation Everyday (PIECE): School climate and practices to support immigrant-origin students and families

description: Given the inequality facing immigrant communities in the United States, our project sought to understand the practices educators use to support immigrant youth in the current context of anti-immigrant policies. Working as a multi-disciplinary research team, we administered an all-staff survey in 6 school districts around the United States as part of our larger study that included district-level case studies and the development of tools and resources to support educators. We have uploaded the survey instrument we used to gather both likert-scale and numeric items and open-ended, qualitative textboxes.
description: District and school staff in all roles. Smallest Geographic Unit: United States public schools
description: on-site questionnaire; web-based survey; We used an online qualtrics survey tool to collect data from all district and school staff in six immigrant-serving districts around the United States.
DOI: 10.3886/e148721v1
title: Putting Immigration and Education in Conversation Everyday (PIECE): School climate and practices to support immigrant-origin students and families

description: Given the inequality facing immigrant communities in the United States, our project sought to understand the practices educators use to support immigrant youth in the current context of anti-immigrant policies. Working as a multi-disciplinary research team, we administered an all-staff survey in 6 school districts around the United States as part of our larger study that included district-level case studies and the development of tools and resources to support educators. We have uploaded the survey instrument we used to gather both likert-scale and numeric items and open-ended, qualitative textboxes.
description: District and school staff in all roles. Smallest Geographic Unit: United States public schools
description: on-site questionnaire; web-based survey; We used an online qualtrics survey tool to collect data from all district and school staff in six immigrant-serving districts around the United States.
DOI: 10.5519/qd.lbhiksgw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (21900 records)
DOI: 10.5519/qd.4qwwk3so
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (21900 records)
DOI: 10.15468/cy5uk2
title: When troglomorphism dupes taxonomists: morphology and molecules reveal the first pyramidopid harvestman (Arachnida, Opiliones, Pyramidopidae) from the New World

description: This dataset contains the digitized treatments in Plazi based on the original journal article Cruz-Lopez, Jesus A., Proud, Daniel N., Perez-Gonzalez, Abel (2016): When troglomorphism dupes taxonomists: morphology and molecules reveal the first pyramidopid harvestman (Arachnida, Opiliones, Pyramidopidae) from the New World. Zoological Journal of the Linnean Society 177 (3): 602-620, DOI: 10.1111/zoj.12382, URL: http://dx.doi.org/10.1111/zoj.12382
DOI: 10.5281/zenodo.5329118
title: Breakpoints into the wild: an exploratory study

description: This repository contains the breakpoint types study dataset. <strong>Abstract</strong> Debugging is a relevant task for finding bugs during software development, maintenance, and evolution. During debugging, developers use modern interactive debuggers with integrated development environments (IDEs). Observing IDEs documentation, we find several breakpoint types. However, there is a lack of information and descriptions related to some breakpoint type functionalities in IDEs documentation and academic literature. The goal of our study is to map the breakpoint types among different IDEs and different technologies. With our study, companies that develop IDEs and software developers have an alternative to understand and organize breakpoint features in IDEs. In addition, our breakpoint type map could aid academic community avoiding misleading use of breakpoint type names. As a result, we present: 1) two map tables of the breakpoint types used by IDEs and academic papers, 2) compiled definitions of breakpoint types, 3) a breakpoint type taxonomy diagram grouped into categories.
DOI: 10.15468/fhmyt2
title: Eine neue Art der Cyphon ochraceus-Untergruppe aus Vietnam (Coleoptera, Scirtidae) (166. Beitrag zur Kenntnis der Scirtidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Klausnitzer, B. (2011): Eine neue Art der Cyphon ochraceus-Untergruppe aus Vietnam (Coleoptera, Scirtidae) (166. Beitrag zur Kenntnis der Scirtidae). Linzer biologische Beiträge 43 (2): 1475-1481, DOI: http://doi.org/10.5281/zenodo.5326982
DOI: 10.15468/w6fc2q
title: Philonthus hapalemur sp. nov. and redescription of P. plasoni from Madagascar (Coleoptera: Staphylinidae: Philonthina)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hromádka, Lubomír, Janák, Jiří (2011): Philonthus hapalemur sp. nov. and redescription of P. plasoni from Madagascar (Coleoptera: Staphylinidae: Philonthina). Acta Entomologica Musei Nationalis Pragae 51 (1): 137-143, DOI: http://doi.org/10.5281/zenodo.5327262
DOI: 10.15468/7uepmz
title: Zwei bemerkenswerte Rosenkäfer aus Papua-Neuguinea (Coleoptera, Scarabaeoidea, Cetoniidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mitter, H., N, Papua (2012): Zwei bemerkenswerte Rosenkäfer aus Papua-Neuguinea (Coleoptera, Scarabaeoidea, Cetoniidae). Linzer biologische Beiträge 44 (1): 327-330, DOI: http://doi.org/10.5281/zenodo.5327352
DOI: 10.23729/fe7ce882-8125-44e7-b0cf-ae652d7ed0d5
title: The Artificial Intelligence dataset for forest Geographical Applications (TAIGA)

description: The dataset consists of a VNIR hyperspectral image, forest variable data, and the relevant metadata. The TAIGA data area are from the southern boreal zone of Finland, in the vicinity of Hyytiälä forestry field station (61deg50’44”N, 24deg17’10”E), mostly covered by managed boreal forests, agricultural fields and wetlands. The airborne hyperspectral data were recorded under clear skies with 0.7 m pixel size on 15 June 2017. The forestry data are based on the stand-wise forest resource information gathered and processed by the Finnish Forest Centre. The data are stored as geolocated rasters in ENVI format.
DOI: 10.5281/zenodo.5329677
title: LM_MM_Inverse_Rig

description: The shared data directory that accompanies the paper...
DOI: 10.5281/zenodo.5191135
title: LM_MM_Inverse_Rig

description: The shared data directory that accompanies the paper...
DOI: 10.15468/4fjvek
title: A new species of fungus breeding Megaselia (Diptera: Phoridae) from Indonesia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Disney, R. Henry L., Ševčík, Jan, Cb, Cambridge (2011): A new species of fungus breeding Megaselia (Diptera: Phoridae) from Indonesia. Acta Entomologica Musei Nationalis Pragae 51 (1): 211-215, DOI: http://doi.org/10.5281/zenodo.5327562
DOI: 10.15468/w2t763
title: New data on the Oriental Xantholinini. 26 °. Species of the Oxford Museum (Coleoptera, Staphylinidae) 226 ° contribution to the knowledge of the Staphylinidae

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bordoni, A. (2012): New data on the Oriental Xantholinini. 26 °. Species of the Oxford Museum (Coleoptera, Staphylinidae) 226 ° contribution to the knowledge of the Staphylinidae. Linzer biologische Beiträge 44 (1): 421-426, DOI: http://doi.org/10.5281/zenodo.5327572
DOI: 10.6084/m9.figshare.16531077.v1
title: Annex: Data collection scale and descriptive statistics of central tendency.

description: Data collection scale about engagement and its descriptive statistics of central tendency
DOI: 10.6084/m9.figshare.16531077
title: Annex: Data collection scale and descriptive statistics of central tendency.

description: Data collection scale about engagement and its descriptive statistics of central tendency
DOI: 10.15468/x6sgv7
title: New species of Dolichopodidae from eastern Mongolia (Diptera)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wang, Mengqing, Liu, Ruosi, Przhiboro, Andrey, Yang, Ding (2016): New species of Dolichopodidae from eastern Mongolia (Diptera). Zoological Systematics 41 (1): 102-108, DOI: 10.11865/zs.201607