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Data and code for 3D-ARM-Gaze: a public dataset of 3D Arm Reaching Movements with Gaze information in virtual reality

<p>This repository contains data and code for</p> <p>Lento B., Segas E., Leconte V., Doat E., Danion F., P&eacute;teri R., Benois-Pineau J., de Rugy A. (2024).&nbsp;<strong>3D-</strong><strong>ARM</strong><strong>-Gaze</strong><strong>: a </strong><strong>public </strong><strong>dataset of </strong><strong>3D </strong><strong>A</strong><strong>rm </strong><strong>R</strong><strong>eaching </strong><strong>M</strong><strong>ovements</strong><strong>&nbsp;</strong><strong>with Gaze information</strong><strong>&nbsp;</strong><strong>in </strong><strong>virtual reality</strong><strong>. </strong>doi:</p> <p>It&nbsp;contains a dataset <strong>(DBAS22_DataOnline </strong>folder) of natural arm movements together with visual and gaze information when reaching objects in a wide reachable space from a precisely controlled, comfortably seated posture. More details could be find in the link publication (see Related identifiers section).</p> <p>The <strong>DBAS22_DocOnline</strong> folder contains all the documentation files. The <strong>MainDataExplained </strong>file lists and describes the variables recorded during the experimental phases. In the <strong>SummaryOfFiles </strong>document, you will find descriptions for all the files within the <strong>DBAS22_DataOnline</strong> folder, and at the bottom, there is also a file tree that illustrates the file structure. The <strong>DBAS22FilesWorkflow </strong>document offers an overview of the workflow of experimental file creation during the experiment.</p> <p>The <strong>DBAS22_CodeOnline</strong> folder contains all the scripts to perform data analysis, listed and described in the files <strong>CodeExplanations </strong>and <strong>DependenciesRelations</strong>. The <strong>GuideInstall </strong>file contains information needed to run the Python code files.</p> <p>The <strong>DBAS22_CodeOnline</strong> folder also contains the DataPlayer Unity project. Instructions for running the project are provided in the <strong>DataPlayerGuide </strong>file and SupplementaryVideo2 (see Related identifiers section for more details). The folder <strong>DBAS22_DataPlayer_StandAloneApp </strong>contains the standalone version of the DataPlayer, which doesn't require any software installation.</p> <p>The <strong>DBAS22_VideoOnline</strong> folder contains all the videos.&nbsp;</p>

openapache2.0Jan 2024View details →
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Fig.6 in Reaching The Climate Objectives Of Forest Management In Latvia Within The Scope Of European Climate Policy

Fig.6. CO2 emissions in Latvia by sources in 2016, CO2 kt eq (Source: Created by authors after National GHG inventories).

opencc-by-4.0Dec 2019View details →
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Fig.2 in Reaching The Climate Objectives Of Forest Management In Latvia Within The Scope Of European Climate Policy

Fig.2. Scheme of LFSRI Silava changes in forest resources projections process based on Nation Forest Inventory data (Source: LFSRI Silava).

opencc-by-4.0Dec 2019View details →
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Fig.1 in Reaching The Climate Objectives Of Forest Management In Latvia Within The Scope Of European Climate Policy

Fig.1. Policy documents affecting the Climate Change Mitigation policy of the Forest sector by 2020.

opencc-by-4.0Dec 2019View details →
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Рис. 2. МежгоΔовое соотношение чисΛенного обиΛия семейств герпетобионтных жесткокрыΛых в пойме (2008–2011 гг.) Fig. 2. Inter-annual ratio of numerical abundance of herpetobiont beetle families in the floodplain (2008–2011) in Population Dynamics For Herpetobiont Beetles (Coleoptera) In The Floodplain Of A Small Tributary In The Lower Reaches Of The Irtysh

Рис. 2. МежгоΔовое соотношение чисΛенного обиΛия семейств герпетобионтных жесткокрыΛых в пойме (2008–2011 гг.) Fig. 2. Inter-annual ratio of numerical abundance of herpetobiont beetle families in the floodplain (2008–2011)

opencc-by-4.0Dec 2019View details →
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Рис. 4. Особо охраняемые территории Юго-ЗапаΑного Приморья Fig. 4. Specially protected areas of South-Western Primorye in Transboundary Migration And The Local Constraints In The Dynamic Of Fish Fauna In The Lower Reaches Of Tumannaya River

Рис. 4. Особо охраняемые территории Юго-ЗапаΑного Приморья Fig. 4. Specially protected areas of South-Western Primorye

opencc-by-4.0Dec 2019View details →
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Рис. 3. Схема миграций виΑов рыб, участвующих в современной Αинамике ихтиофауны на территории НТТ: 1 — разΛивы; 2 — намывы. Черным цветом обозначены направΛения миграций из реки Туманной; красным — из оз. Хасан и РазΛивов; синим — с мест зимовки в реках южного Приморья; зеΛеным — сезонные миграции из южных морей Fig. 3. Scheme of migration of fish species involved in the modern dynamics of ichthyofauna on the territory of LRT: 1 — spills; 2 — alluvial. Black color indicates the direction of migration from the Tumannaya river; red — from lake Khasan and spills; blue — from wintering places in the rivers of southern Primorye; green — seasonal migration from the south seas in Transboundary Migration And The Local Constraints In The Dynamic Of Fish Fauna In The Lower Reaches Of Tumannaya River

Рис. 3. Схема миграций виΑов рыб, участвующих в современной Αинамике ихтиофауны на территории НТТ: 1 — разΛивы; 2 — намывы. Черным цветом обозначены направΛения миграций из реки Туманной; красным — из оз. Хасан и РазΛивов; синим — с мест зимовки в реках южного Приморья; зеΛеным — сезонные миграции из южных морей Fig. 3. Scheme of migration of fish species involved in the modern dynamics of ichthyofauna on the territory of LRT: 1 — spills; 2 — alluvial. Black color indicates the direction of migration from the Tumannaya river; red — from lake Khasan and spills; blue — from wintering places in the rivers of southern Primorye; green — seasonal migration from the south seas

opencc-by-4.0Dec 2019View details →
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Рис. 1. ÀенΔрограмма схоΔства (коэффициент Жаккара) состава насеΛения герпетобионтных жесткокрыΛых поймы разных Λет (2008–2011 гг.) Fig. 1. The dendrogram of faunistic similarity (Jacquard coefficient) for the population composition of herpetobiont beetles in different years (2008–2011) in Population Dynamics For Herpetobiont Beetles (Coleoptera) In The Floodplain Of A Small Tributary In The Lower Reaches Of The Irtysh

Рис. 1. ÀенΔрограмма схоΔства (коэффициент Жаккара) состава насеΛения герпетобионтных жесткокрыΛых поймы разных Λет (2008–2011 гг.) Fig. 1. The dendrogram of faunistic similarity (Jacquard coefficient) for the population composition of herpetobiont beetles in different years (2008–2011)

opencc-by-4.0Dec 2019View details →
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Рис. 1. Pararctia lapponica lemniscata (Stichel, 1911): 1–4 — имаго (1, 2 — самцы; 3, 4 — самки). Δанные сбора имаго: 1 — Буреинский заповеΑник, верховье р. Правая Бурея, 4 км В корΑона «Новый МеΑвежий», 1400 м наΑ уровнем моря, 24.06.2014; 2 — Буреинский заповеΑник, верховье р. Правая Бурея, окрестности корΑона «Новый МеΑвежий», 900 м наΑ уровнем моря; 4.07.2016; 3, 4 — там же, 29–30.06.2018 Fig. 1. Pararctia lapponica lemniscata (Stichel, 1911): 1 – 4 – adults (1, 2 – males; 3, 4 – females). Data labels for imago: 1 – Bureinsky Nature Reserve, upper reach of Pravaya Bureya River, 4 km E Novyi Medvezhii cordon, 1400 m above sea level, 24.06.2014; 2 – Bureinsky Nature Reserve, upper reach of Pravaya Bureya River, near Novyi Medvezhii cordon, 900 m above sea level, 4.07.2016; 3, 4 – at the same place, 29–30.06.2018 in On The Biology Of (Stichel, 1911) (Lepidoptera, Erebidae, Arctiinae) In Northern Amur Region

Рис. 1. Pararctia lapponica lemniscata (Stichel, 1911): 1–4 — имаго (1, 2 — самцы; 3, 4 — самки). Δанные сбора имаго: 1 — Буреинский заповеΑник, верховье р. Правая Бурея, 4 км В корΑона «Новый МеΑвежий», 1400 м наΑ уровнем моря, 24.06.2014; 2 — Буреинский заповеΑник, верховье р. Правая Бурея, окрестности корΑона «Новый МеΑвежий», 900 м наΑ уровнем моря; 4.07.2016; 3, 4 — там же, 29–30.06.2018 Fig. 1. Pararctia lapponica lemniscata (Stichel, 1911): 1 – 4 – adults (1, 2 – males; 3, 4 – females). Data labels for imago: 1 – Bureinsky Nature Reserve, upper reach of Pravaya Bureya River, 4 km E Novyi Medvezhii cordon, 1400 m above sea level, 24.06.2014; 2 – Bureinsky Nature Reserve, upper reach of Pravaya Bureya River, near Novyi Medvezhii cordon, 900 m above sea level, 4.07.2016; 3, 4 – at the same place, 29–30.06.2018

opencc-by-4.0Oct 2019View details →
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Рис. 2. Низина Λевобережья НТТ в виΑе параΛΛеΛьных берегу моря ваΛов и небоΛьших понижений, вытянутых в северо-восточном направΛении, с характерной раститеΛьностью Fig. 2. The lowland of the left Bank of the LRT in the form of parallel to the seashore shafts and small depressions, elongated in a North-Eastern direction, with characteristic vegetation in Transboundary Migration And The Local Constraints In The Dynamic Of Fish Fauna In The Lower Reaches Of Tumannaya River

Рис. 2. Низина Λевобережья НТТ в виΑе параΛΛеΛьных берегу моря ваΛов и небоΛьших понижений, вытянутых в северо-восточном направΛении, с характерной раститеΛьностью Fig. 2. The lowland of the left Bank of the LRT in the form of parallel to the seashore shafts and small depressions, elongated in a North-Eastern direction, with characteristic vegetation

opencc-by-4.0Dec 2019View details →
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Рис. 1. Устье р. Туманной (Λевый берег). ВиΑны постоянно Αействующий (А) и формирую- щийся (Б) воΑотоки, сбрасывающие воΑу из озера Αебяжьего Fig. 1. The mouth of the Tumannaya river (left bank). Visible permanent (A) and forming (B) watercourses that discharge water from lake Lebyazhye in Transboundary Migration And The Local Constraints In The Dynamic Of Fish Fauna In The Lower Reaches Of Tumannaya River

Рис. 1. Устье р. Туманной (Λевый берег). ВиΑны постоянно Αействующий (А) и формирую- щийся (Б) воΑотоки, сбрасывающие воΑу из озера Αебяжьего Fig. 1. The mouth of the Tumannaya river (left bank). Visible permanent (A) and forming (B) watercourses that discharge water from lake Lebyazhye

opencc-by-4.0Dec 2019View details →
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FIGURE S1 in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE S1. The prototype of the Wada air scribe. The short air scribe and the cylinder were welded together, at an L-shaped configuration. The impact angle remained fixed at 90 degrees and could not be adjusted.

opencc-by-4.0Jul 2024View details →
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FIGURE S4. The production flow for a in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE S4. The production flow for a bushing. Schematic diagrams in lateral (upper row) and front (middle row) views and cross-sections (lower row) are shown.

opencc-by-4.0Jul 2024View details →
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FIGURE 11 in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 11. Usage example of the Wada air scribe. A, fossil preparation inside of the deep cavity; B, preparation under a microscope using the Wada air scribe.

opencc-by-4.0Jul 2024View details →
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FIGURE 8 in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 8. The assembly drawing of the Wada air scribe and the handle form 1 (A-C) and 2 (D-F). A, insert the air scribe between the left and right arm; B, angle adjustment of the Wada air scribe; C, the Wada air scribe with the handle form 1 in right lateral view; D, insert the air scribe into the body holder and attach them to the support rod; E, angle adjustment of the Wada air scribe; F, the Wada air scribe with the handle form 2.

opencc-by-4.0Jul 2024View details →
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FIGURE 6. The handle form 1. A in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 6. The handle form 1. A, production process. The component numbers correspond to those in Figure 2; B, the handle in right lateral view; C, the handle in top view; D, the handle with the socket head screw (M4) in bottom view; E, the handle in left lateral view.

opencc-by-4.0Jul 2024View details →
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FIGURE 5. The Wada air scribe. A in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 5. The Wada air scribe. A, the structure of the Wada air scribe. The component numbers correspond to those in the Figure 2; B, diagram of the Wada air scribe in lateral view; C, cross section of the Wada air scribe in lateral view.

opencc-by-4.0Jul 2024View details →
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FIGURE 3 in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 3. The junction (A-E), cylinder (F-J), and bushing (K-O) in right lateral (A, B, C, F, G, H, K, L, and M), back (D), and front (I and N) views. The component numbers correspond to those of Figure 2. A, one-fifth from the screw head of a fully threaded hex screw; B, the junction; C, diagram of the junction; D, the junction; E, cross section of the junction; F, a coupling nut; G, the cylinder; H, diagram of the cylinder; I, the cylinder; J, cross section of the cylinder; K, middle part of a partially threaded socket head screw; L, the bushing; M, diagram of the bushing highlighting the stem and an exhaust hole; N, the bushing; O, cross section of the bushing.

opencc-by-4.0Jul 2024View details →
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FIGURE 7. The handle form 2. A in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 7. The handle form 2. A, production process of the support rod; B, production process of the body holder; C, the support rod in right lateral view; D, the support rod in top view; E. the support rod in bottom view; F, the support rod in front view; G, the body holder in right lateral view; H, the body holder in front view. The component numbers correspond to those in Figure 2.

opencc-by-4.0Jul 2024View details →
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FIGURE 2 in The challenge of hard-to-reach spaces in mechanical fossil preparation: Development of the Wada air scribe, a novel short-bodied air scribe with an adjustable handle

FIGURE 2. List of the components for one Wada air scribe and two forms of the handle. The "M" designation for metric screws indicates the outer diameter of the screw thread in mm.

opencc-by-4.0Jul 2024View details →

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Allen Brain Atlas

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Last verified 2026-04-30Open record

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Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

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behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

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neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record