cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/a59646
title: Projet de centrale photovoltaïque au sol sur la commune de Saint-Mard (17) - Chiroptères actifs

description: Inventaires chiroptères / Le site d’implantation du parc photovoltaïque au sol se trouve à environ 3 km au nord-est du bourg de Saint-Mard en Charente-Maritime (17), sur des parcelles communales. Les abords immédiats du site d’étude ne sont pas urbanisés et sont principalement constitués de champs et de routes communales. Le site d’étude est découpé en 2 zones : un espace en friche (qui recouvre la majorité du site d’étude) et un espace de dépôt sauvage sur une superficie totale de 3,3 ha. La centrale solaire photovoltaïque au sol, projetée par wpd sera constituée : • De plusieurs rangées de panneaux photovoltaïques, montés sur des supports fixes orientés au sud sur un axe ouest-est ; • D’une piste périphérique interne empierrée ; • D’une citerne incendie ; • D’un poste de transformation et d’un poste de livraison. La puissance installée du parc photovoltaïque sera de 2,84 MWc sur une emprise clôturée de 2,27 ha. La production annuelle d’électricité est estimée à environ 3 460 MWh/an. L’impact sur la faune est surtout relatif à une perte d’habitat arbustif et herbacé (friches et ronciers principalement) et à un dérangement potentiel des individus, notamment en phase travaux. L’évitement d’une partie des habitats à enjeux pour la faune, l’adaptation calendaire des travaux aux sensibilités écologiques, le balisage des zones à protéger ainsi que la plantation d’une haie sur 2 ou 3 rangs avec des essences végétales locales et la gestion d’une bande enherbée tout autour du site, entre autres, permettront de limiter les impacts du projet sur la biodiversité. Ainsi, l’impact global du projet d’un point de vue de biodiversité, est faible et les mesures d’évitement et de réduction qui seront mises en œuvre en phase chantier, en phase d’exploitation et en phase de démantèlement apparaissent suffisantes, cohérentes et proportionnées avec les sensibilités relevées.
DOI: 10.15468/xhexme
title: Insect specimens Kubo collection of Takatsuki Nature Museum (Aquapia Akutagawa)

description: Insect specimens Kubo collection of Takatsuki Nature Museum (Aquapia Akutagawa)
DOI: 10.15468/66yfda
title: Marine Mammal Baseline Monitoring, Orange River Basin, Namibia, Block 2913B, Block 2912 - Namibia - 2023 – TotalEnergies E&P Namibia B.V.

description: Marine mammals - mainly cetaceans (whales and dolphins) but including pinnipeds (seals) and marine turtles
DOI: 10.15468/jshhzg
title: Construction d'une plateforme logistique à Montélimar - Inventaire des chiroptères pour le projet de plateforme logistique à Montélimar

description: Passage d'un expert chiroptérologue sur l'emprise durant 1/2 journée (recherche de gîtes) et 3 nuits (3 passages), répartis de avril à septembre 2020. Inventaire par points d'écoute et écoute en cheminement à l'aide d'un détecteur manuel hétérodyne/expansion de temps (Pettersson Elektroniks D240X + enregistreur numérique Edirol R09-HR). Enregistrement et analyse de 3 nuits complètes d'échantillonnage au détecteur automatique (Wildlife Acoustics SM2BAT, v.384kHz).
DOI: 10.15468/7fg2z9
title: Eoliennes des Primevères - Eoliennes Violettes et Primevères - chiroptères étude d'impact

description: Les informations de ce jeu de données ont été acquises dans le cadre de l'étude d'impact écologique des projets éoliens des Violettes et des Primevères.
DOI: 10.15468/4qd8eb
title: Cetaceans sighted off the west coast of the South Island, New Zealand, Summer 1970

description: Records are presented of sightings of 6 cetacean species (15 common dolphins, Delphinus delphis Linnaeus, over 5000 dusky dolphins, Lagenorhynchus obscurus (Gray), approximately 74 bottlenose dolphins, Tursiops truncatus (Montagu), 8 sperm whales, Physeter macrocephalus Linnaeus, 6 southern humpback whales, Megaptera novaeangliae (Borowski), and 36 southern pilot whales. Globicephala melaena edwardii (Smith)) from m.v. Lloret Lopez II between 8 January and 2 April 1970. A large school of dusky dolphins was observed south of Solander Island. Monthly water temperatures in the summer of 1970 were high and in January ranged from 15.4°c (9.2 km west of Fiordland) and 21.6°c (55 km west of Cape Farewell), in February from 16.2°c (Fiordland) and 20.4°c (Cape Farewell), and in March from 16.0°c (Fiordland) and 20.5°c (Cape Farewell).
DOI: 10.15468/rhg9mr
title: Abundance, biovolume and biomass of heterotrophic dinoflagellates at station TT012_4-CTD8
DOI: 10.15468/3vvu6d
title: Inventaire chiroptérologique au sol PA Vallée Joie

description: Inventaire chiroptérologique au sol en période de Parturition
DOI: 10.18126/m3km-kxbx
title: Iterative closest point-based data fusion of non-synchronized in-situ and ex-situ data in laser powder bed fusion

description: A description of the dataset can be found in the following paper:
Kozjek, D., Porter, C., Carter, F. M. III, Bhattad P., Brackman, P., Lisovich, A., Mogonye, J.-E., Iterative closest point-based data fusion of non-synchronized in-situ and ex-situ data in laser powder bed fusion, Journal of Manufacturing Systems, Volume 66, 2023, Pages 179-199.
Link: https://www.sciencedirect.com/science/article/pii/S0278612522002266
DOI: 10.15468/v88zre
title: Parc Eolien BASSE THIERACHE NORD - Suivi mortalité BTN 2019 Période 2 - Cadavre 1 éolienne BTN 6

description: Données de suivi de mortalité 2019 pour le parc éolien BTN Période 2 - Cadavre 1 au niveau de l'éolienne BTN 6
DOI: 10.15468/4uex7c
title: Données du Parc National de la Guadeloupe - Données avifaune de Guadeloupe. Points d'écoute réalisé par Gilles LEBLOND et agents PNG

description: Étude sur les structures de peuplement de l’avifaune du massif forestier du Parc national de la Guadeloupe. Réalisé par technique de points d'écoute avec Gilles LEBLOND et agents PNG
DOI: 10.15468/z5dmjz
title: HHUMTL22 research cruise from Tromsø to Longyearbyen on R/V Helmer Hanssen in August 2022

description: The HHUMTL22 cruise onboard R/V Helmer Hanssen was an initiative by The Arctic University Museum of Norway (UMAK) aimed at sampling marine fauna for the museum collections and various research projects undertaken at the museum. Researchers from the Swedish Museum of Natural History and the Department of Evolutionary Biology at the University of Vienna also participated in the cruise.
DOI: 10.15468/nhs29t
title: 2016_SMAVD_4

description: 2016_SMAVD-HYMENOPTERES:SMAVD
DOI: 10.18126/io99-ldj2
title: Sputter deposited Mo thin films: multimodal characterization of residual stress, resistivity, crystallinity, and surface morphology.

description: Multimodal datasets of materials are rich sources of information which can be leveraged for expedited discovery of process-structure-property relationships and for designing materials with specific structures and/or properties. Here, we provide a multimodal dataset of magnetron sputter-deposited molybdenum (Mo) thin films, which are used in a variety of industries including high temperature applications, photovoltaics, and microelectronics. A process space consisting of 27 unique combinations of sputter power and Argon (Ar) deposition pressure was explored. The structure and surface morphology of the Mo thin films was characterized by X-ray diffraction, atomic force microscopy, and scanning electron microscopy. Physical properties – namely, residual stress and resistivity – were also measured to provide additional film characteristics and behaviors. The entire dataset consists of 1377 measurements including scalar values (e.g. residual stress values), 2D linescans (e.g. X-ray diffractograms), and 3D imagery (e.g. atomic force microscopy images). 

We acknowledge the Laboratory Directed Research and Development program forproviding funding for this study. This work was performed, in part, at the Center for Integrated Nanotechnologies, an Office of Science User Facility operated for the U.S. Department of Energy (DOE) Office of Science. Sandia National Laboratories is a multimission laboratory managed and operated by National Technology & Engineering Solutions of Sandia, LLC, a wholly owned subsidiary of Honeywell International Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525. The views expressed in the article do not necessarily represent the view of the U.S. DOE or the United States Government.
DOI: 10.15468/pnnfes
title: Ferme éolienne de Neuville-aux-Bois - Chiroptères - écoute passive

description: Liste des espèces de chiroptères contactées sur le site du projet de Ferme éolienne de Neuville-aux-Bois via des enregistreurs posés au sol
DOI: 10.15468/92w4vg
title: Projet de création d’un Transport Collectif en Site Propre (TCSP) de la Communauté d’Agglomération Centre Littoral (CACL) - Reptiles - Inventaire non standardisé

description: Liste des reptiles observés en 2017 dans le cadre des prospections de terrain réalisées au niveau de l'aire d'étude du projet TCSP de la CACL - 973.
DOI: 10.18126/3ilu-3f69
title: Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches

description: Trained machine learning models on the [ocelot_chromophore_v1 dataset](https://acdc.alcf.anl.gov/mdf/detail/ocelot_chromophore_v1_v1.1/).
DOI: 10.18126/iqex-p27w
title: Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches

description: The dataset of organic pi-conjugated molecules chromophore descriptors for electronic, optical, and redox properties computed with DFT. The dataset is a part of the [OCELOT database](https://oscar.as.uky.edu).
DOI: 10.18126/nur5-90xb
title: Starting-point independent quantum Monte Carlo calculations of iron oxide
DOI: 10.15468/vnwa2d
title: Parc éolien de Ribemont - Suivi activité 2021 - Ribemont

description: Suivi ICPE sur Carrière martin - suivi mutualisé sur les parcs de Sery, Brissy, Ribemont et Villers le sec. Enregistreur en nacelle sur Brissy et Ribemont
DOI: 10.15468/t45qpg
title: Projet éolien de Raillimont (02) - Expertise acoustique en altitude des chiroptères (point bas)

description: Écoutes en altitude à l’aide d’un dispositif SONOSPOT ® disposé sur un mât de mesures. Ce jeu de données présente les résultats d'un microphone posé à 10 m du sol.
DOI: 10.18126/hvny-s7ax
title: BraggNN: Validation Dataset

description: # BraggNN Validation Dataset

This dataset contains `13799` samples from the training dataset,
and is used to evaluate, and provide metrics for, the models
that were trained on the larger training dataset. 

## Data
The data are located in the `/data` folder, and store the collected peaks and frames.

There are two datasets in the hdf5 file:
- `Patch`: input to the BraggNN model. It is a 3D array where its first dimension is the index of samples, i.e., 13799. The second and third dimension are the height and width of the patch/peak respectively.
- `ploc`: the peak location for each of the 13799 peaks, i.e., label of the dataset.

## Code

** Important ** 
To run the DLHub versions of these models using GPU resources, users must first request access to the following Globus group: https://app.globus.org/groups/d0b13474-c265-11ec-9444-51db4d10f5bd/about

Notebooks are provided in the `code-examples` folder to showcase how to load the datasets and run the PyTorch, TRT, and SambaNova models.
DOI: 10.6084/m9.figshare.19314066
title: Clinical study on effect of wrist-ankle acupuncture on incidence of hypertension after intubation during induction of general anesthesia

description: To observe the effect of wrist-ankle acupuncture on the incidence of hypertension after tracheal intubation during induction of general anesthesia. 200 patients receiving selective surgery under tracheal intubation and general anesthesia in our Hospital were selected and divided into control group and wrist-ankle acupuncture group using the random number table method, with 100 patients in each group. Sufentanil, cisatracurium besilate, remifentanil, etomidate and lidocaine hydrochloride were used for anesthesia induction, and intravenously injected according to the onset time of drugs, successively. The wrist-ankle acupuncture group was needled in bilateral upper <sub>1, 2</sub> and <sub>3</sub> areas, while the control group was treated with false acupuncture.Blood pressure and related blood biochemical indexes were measured and observed at different stages in each group. The incidence of blood pressure exceeding 20% and 30% of basal blood pressure within 5 minutes after intubation was as follows:wrist-ankle acupuncture group 11.83% and 6.45%; control group 29.79% and 22.34%, The incidence in the study group was lower than that in the control group. Norepinephrine concentration in the wrist-ankle acupuncture group was significantly lower than that before induction (<i>P</i> &lt; .05), and plasma Norepinephrine concentration in the wrist-ankle acupuncture group was significantly lower than that in the control group after intubation (<i>P</i> &lt; .05). The plasma Norepinephrine concentration in the wrist-ankle acupuncture group was significantly lower than that in the control group after intubation (<i>P</i> &lt; .05) wrist-ankle acupuncture can prevent hypertension after intubation during anesthesia induction. Moreover, it is safe, effective, minimally invasive. Therefore, it is easy to be popularized in clinical practice.
DOI: 10.6084/m9.figshare.19314066.v1
title: Clinical study on effect of wrist-ankle acupuncture on incidence of hypertension after intubation during induction of general anesthesia

description: To observe the effect of wrist-ankle acupuncture on the incidence of hypertension after tracheal intubation during induction of general anesthesia. 200 patients receiving selective surgery under tracheal intubation and general anesthesia in our Hospital were selected and divided into control group and wrist-ankle acupuncture group using the random number table method, with 100 patients in each group. Sufentanil, cisatracurium besilate, remifentanil, etomidate and lidocaine hydrochloride were used for anesthesia induction, and intravenously injected according to the onset time of drugs, successively. The wrist-ankle acupuncture group was needled in bilateral upper <sub>1, 2</sub> and <sub>3</sub> areas, while the control group was treated with false acupuncture.Blood pressure and related blood biochemical indexes were measured and observed at different stages in each group. The incidence of blood pressure exceeding 20% and 30% of basal blood pressure within 5 minutes after intubation was as follows:wrist-ankle acupuncture group 11.83% and 6.45%; control group 29.79% and 22.34%, The incidence in the study group was lower than that in the control group. Norepinephrine concentration in the wrist-ankle acupuncture group was significantly lower than that before induction (<i>P</i> &lt; .05), and plasma Norepinephrine concentration in the wrist-ankle acupuncture group was significantly lower than that in the control group after intubation (<i>P</i> &lt; .05). The plasma Norepinephrine concentration in the wrist-ankle acupuncture group was significantly lower than that in the control group after intubation (<i>P</i> &lt; .05) wrist-ankle acupuncture can prevent hypertension after intubation during anesthesia induction. Moreover, it is safe, effective, minimally invasive. Therefore, it is easy to be popularized in clinical practice.
DOI: 10.6084/m9.figshare.19314073
title: Episodic continental extension in eastern Gondwana during the mid-late mesozoic: insights from geochronology and geochemistry of mafic rocks in the Tethyan Himalaya

description: Mesozoic extension and rifting processes of the Gondwana continent are critical for understanding the opening and formation of the Indian Ocean. Here, we report petrological, geochemical, zircon U–Pb age, and Lu–Hf isotopic data of mafic dikes in the central Tethyan Himalaya to reveal the timing and mechanism of the eastern Gondwana rifting. These mafic rocks exhibit two groups in terms of TiO<sub>2</sub> and MgO contents (Group I with TiO<sub>2</sub> &lt; 2.0 wt.%, whereas Group II with TiO<sub>2</sub> &gt; 2.0 wt.%), but (1) they have similar trace elements patterns and exhibit enriched Light Rare Earth Element (LREE) patterns without Eu anomalies and (2) they have a wide range of zircon ε<sub>Hf</sub>(t) values. Both the above geochemical characteristics are similar to those of the Oceanic Island Basalt (OIB). However, they also show typical features of continental crust input. Compared to Group II, Group I has higher MgO, Cr, and Ni abundances (more primitive) and more depleted Nb-Ta contents, which are similar to those of lower TiO<sub>2</sub> Dala mafic rocks, suggesting that the continental crust signature was mainly inherited from the Greater India subcontinental lithospheric mantle (GI-SCLM). Therefore, the mafic rocks here were mainly derived from a hybrid source from both OIB-like enriched mantle and GI-SCLM. Furthermore, two groups of zircon U–Pb ages have been identified: the first group with a weight mean age of 139.9 ± 0.2 Ma, whereas the second group with a weight mean age of 163.2 ± 0.9 Ma. The Middle Jurassic zircons show similar characteristics to those of intermediate to acidic igneous rocks in the continental setting, and thus they might record a stage of magmatism associated with a tectonic extension event in the Indian passive continental margin. The Early Cretaceous ages represent the crystallization timing of the mafic dikes, which are coeval with most mafic rocks in the Tethyan Himalaya. Based on these observations and the literature data in the Tethyan Himalaya, we proposed that the Kerguelen plume was incubating underneath the Tethyan Himalaya at ca. 140 Ma, but it was not located in the triple junction among the Antarctic, Australian and Indian plates. Therefore, the Kerguelen plume might play a synergistic role in the break-up of eastern Gondwana, which had experienced at least two stages of tectonic extension during the Mid-Late Mesozoic.
DOI: 10.18126/iftp-twz1
title: BraggNN: Training Dataset

description: # BraggNN Training Dataset

## Data
There are two HDF5 files in the dataset 

* The `frames-exp4train.hdf5` contains diffraction frames, stored as a 3D array (dataset name must be "frames"). The first dimension is the frame ID starting with 0, i.e., the series of frames at different scanning angle. The second and third dimensions are the height and width of the area detector.

* The file `peaks-exp4train-psz11.hdf5` contains the peak position information, generated using conventional methods (e.g., using MIDAS: https://github.com/marinerhemant/MIDAS). In our work, we used the peak position that we got using 2D psuedo Voigt fitting. This file stores three 1D array with each record / index represent different information of a peak. The first 1D array, must be named as `peak_fidx` represents the index of the frame (in the frames.h5) that the peak sits on; the second array, `peak_row` is the vertical distance, in pixel and can be floating point number, from the peak center to the top edge of the frame. Similarly, the `peak_col` denotes horizental distance, in pixel and can be floating point number, from peak center to left edge of the frame. 

* By default, this implementation will use 80% of the samples for training, the rest 20% for online model validation.

## Code
** Important ** 
To run the DLHub versions of these models using GPU resources, users must first request access to the following Globus group: https://app.globus.org/groups/d0b13474-c265-11ec-9444-51db4d10f5bd/about

Notebooks are provided in the `code-examples` folder to showcase how to load the datasets and run the PyTorch, TRT, and SambaNova models.
DOI: 10.18126/8wuy-z519
title: Dataset for SiO2 polymorphs using metaGGA functional

description: VASP run directory for SiO2 polymorphs
DOI: 10.18126/a1g5-gx7c
title: First-principles investigation of phase stability in layered NaxCrO2

description: The dataset contains VASP calculations for Na-vacancy orderings in layered host structures of NaxCrO2 enumerated using the CASM code (https://github.com/prisms-center/CASMcode), as well as calculations of magnetic orderings and CrO2 structures with Cr migrated to tetrahedral sites.
DOI: 10.18126/09ow-8g8k
title: SEM images of sDSA morphologies

description: Scanning electron microscope (SEM) images collected on a combinatorial samplel used in an autonomous SAXS mapping experiment. The sample is a selective directed self-assembly (sDSA) combinatorial sample. Sample was a grid of lithographically-defined chemical patterns (varying pitch and dose) with a blend of block copolymer materials cast on top.
DOI: 10.18126/wg30-95z0
title: Foundry - Approaching QMC quality energetics throughout chemical space using scalable quantum machine learning

description: This dataset contains summary inputs and outputs generated for the Paper "Approaching QMC quality energetics throughout chemical space using scalable quantum machine learning" By B. Huang, O. Anatole von Lilienfeld, J. T. Krogel and A. Benali. 

Included in the dataset are energies for 1175 molecules calculated with varying methods, associated error calculations, and molecular structures in XYZ and pymatgen Molecule formats.

Raw data for these calculations are available at https://doi.org/10.18126/hxlp-v732
DOI: 10.18126/qboh-6fav
title: Autonomous TSAXS mapping of sDSA sample

description: Autonomous SAXS mapping of sDSA sample. Experimental transmission small-angle x-ray scattering (TSAXS) data collected as a function of position for a selective directed self-assembly (sDSA) combinatorial sample. Sample was a grid of lithographically-defined chemical patterns (varying pitch and dose) with a blend of block copolymer materials cast on top. Measurement positions were selected machine-learning algorithm implementing a Gaussian Process (GP) method. Dataset contains raw SAXS detector images, as well as analysis results converting the image into linecuts in various azimuthal directions, and fitting those linecuts to extract peak position, width, and intensity.
DOI: 10.15468/eb865s
title: Seawater carbonate chemistry and Gadus morhua length, weight and sperm biological processes, 2010
DOI: 10.18126/eucx-wizd
title: Data for Using 4D STEM to probe mesoscale order in molecular glass films prepared by physical vapor deposition

description: 4D STEM data for orientation mapping of phenanthroperylene ester anisotropic molecular glass thin films. Raw nanodiffraction data, intermediate analyses, and derived orientation maps for samples with varying domain size as a function of substrate temperature during deposition. Additional datasets from samples cooled for a higher temperature liquid crystal phase.
DOI: 10.15468/w58rz9
title: Projet éolien de Saint-Laurs et La Chapelle-Thireuil - Insectes - Inventaire non protocolé

description: Listes des espèces d'insectes protégées contactées au niveau de l'aire d'étude immédiate du projet éolien des Saint-Laurs et de la La Chapelle-Thireuil (79).