cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23734557.v1
title: Efficient agricultural drip irrigation inspired by fig leaf morphology

description: All raw data for NCOMMS-23-10254
DOI: 10.6084/m9.figshare.23590230
title: Retrosynthesis prediction with an interpretable deep-learning framework based on molecular assembly tasks

description: Source data of the figures in the paper
DOI: 10.6084/m9.figshare.23590230.v1
title: Retrosynthesis prediction with an interpretable deep-learning framework based on molecular assembly tasks

description: Source data of the figures in the paper
DOI: 10.6084/m9.figshare.23735886
title: Thermally Induced Atomic Reconstruction of Twisted Transition Metal Dichalcogenide Layers into Full-commensurate Structures

description: Datasets for our submitted paper "Thermally Induced Atomic Reconstruction of Twisted Transition Metal Dichalcogenide Layers into Fully Commensurate Structures" quoted reference number NM23031005A.
DOI: 10.6084/m9.figshare.23735886.v1
title: Thermally Induced Atomic Reconstruction of Twisted Transition Metal Dichalcogenide Layers into Full-commensurate Structures

description: Datasets for our submitted paper "Thermally Induced Atomic Reconstruction of Twisted Transition Metal Dichalcogenide Layers into Fully Commensurate Structures" quoted reference number NM23031005A.
DOI: 10.6084/m9.figshare.24039180
title: Mechanism of the noncatalytic oxidation of soot using in situ transmission electron microscopy

description: All data that support the plots within this paper
DOI: 10.6084/m9.figshare.24039180.v1
title: Mechanism of the noncatalytic oxidation of soot using in situ transmission electron microscopy

description: All data that support the plots within this paper
DOI: 10.6084/m9.figshare.24129738
title: Catalytic Enantioselective Reductive Alkynylation of Amides Enables Unified One-Pot Syntheses of Pyrrolidine，Piperidine and Indolizidine Alkaloids

description: 1. General information Supplementary Fig 1. The Structures of All Amides Used Supplementary Fig 2. The Structures of All Alkynes Used 2. Synthesis of Materials. 2.1 Synthesis of amides 2.2 Synthesis of alkyne 2l 3. Supplementary Methods. 3.1 One-pot Catalytic Asymmetric Reductive Alkynylation of Tertiary Amides 3.2 One-pot Catalytic Asymmetric Synthesis of (–)-cis-2-Methyl-6-nonyl-piperidine Alkaloid [(–)-(2S,6R)-A-3]) 3.3 One-pot Catalytic Asymmetric Synthesis of (–)-cis-2-Methyl-6-undecyl-piperidine Alkaloid [(–)-(2S,6R)-A-4] 3.4 One-pot Catalytic Asymmetric Synthesis of Alkaloid (−)-cis-197F [(–)-(2S,6R)-A-5] 3.5 One-pot Catalytic Asymmetric Synthesis of Alkaloid (−)-cis-225C [(–)-(2S,5R)-A-2] 3.6 One-pot Catalytic Asymmetric Synthesis of Alkaloid (−)-cis-1,2-Dimethyl-6-nonyl-piperidine [(−)-(2S,6R)-A-6] 48 3.7 One-pot Catalytic Asymmetric Synthesis of Alkaloid (–)-Bgugaine [(–)-(R)-A-1)] 3.8 One-pot Catalytic Asymmetric Synthesis of Alkaloid (+)-Bgugaine (ent-A-1) 3.9 One-pot Catalytic Asymmetric Synthesis of Alkaloid (–)-209D [(–)-A-7] 3.10 One-pot Catalytic Asymmetric Synthesis of Alkaloid (+)-Monomorine I [(+)-A-8)] 3.11 One-pot Catalytic Asymmetric Synthesis of Intermediate 4a 4. Supplementary Notes 4.1 NMR Spectra of Compounds 5. Supplementary References
DOI: 10.6084/m9.figshare.24129738.v1
title: Catalytic Enantioselective Reductive Alkynylation of Amides Enables Unified One-Pot Syntheses of Pyrrolidine，Piperidine and Indolizidine Alkaloids

description: 1. General information Supplementary Fig 1. The Structures of All Amides Used Supplementary Fig 2. The Structures of All Alkynes Used 2. Synthesis of Materials. 2.1 Synthesis of amides 2.2 Synthesis of alkyne 2l 3. Supplementary Methods. 3.1 One-pot Catalytic Asymmetric Reductive Alkynylation of Tertiary Amides 3.2 One-pot Catalytic Asymmetric Synthesis of (–)-cis-2-Methyl-6-nonyl-piperidine Alkaloid [(–)-(2S,6R)-A-3]) 3.3 One-pot Catalytic Asymmetric Synthesis of (–)-cis-2-Methyl-6-undecyl-piperidine Alkaloid [(–)-(2S,6R)-A-4] 3.4 One-pot Catalytic Asymmetric Synthesis of Alkaloid (−)-cis-197F [(–)-(2S,6R)-A-5] 3.5 One-pot Catalytic Asymmetric Synthesis of Alkaloid (−)-cis-225C [(–)-(2S,5R)-A-2] 3.6 One-pot Catalytic Asymmetric Synthesis of Alkaloid (−)-cis-1,2-Dimethyl-6-nonyl-piperidine [(−)-(2S,6R)-A-6] 48 3.7 One-pot Catalytic Asymmetric Synthesis of Alkaloid (–)-Bgugaine [(–)-(R)-A-1)] 3.8 One-pot Catalytic Asymmetric Synthesis of Alkaloid (+)-Bgugaine (ent-A-1) 3.9 One-pot Catalytic Asymmetric Synthesis of Alkaloid (–)-209D [(–)-A-7] 3.10 One-pot Catalytic Asymmetric Synthesis of Alkaloid (+)-Monomorine I [(+)-A-8)] 3.11 One-pot Catalytic Asymmetric Synthesis of Intermediate 4a 4. Supplementary Notes 4.1 NMR Spectra of Compounds 5. Supplementary References
DOI: 10.6084/m9.figshare.23659896
title: The role of the thalamus in human reinforcement learning

description: - Behavioural data (n=8 patients) - LFPs data in 4-12Hz frequency band (low frequency oscillations) locked on CUE, CHOICE, and OUTCOME
DOI: 10.6084/m9.figshare.23659896.v1
title: The role of the thalamus in human reinforcement learning

description: - Behavioural data (n=8 patients) - LFPs data in 4-12Hz frequency band (low frequency oscillations) locked on CUE, CHOICE, and OUTCOME
DOI: 10.6084/m9.figshare.23964237
title: Recastable assemblies of carbon dots into mechanically robust macroscopic materials

description: data of line graphs, bar charts, dot plots
DOI: 10.6084/m9.figshare.23964237.v1
title: Recastable assemblies of carbon dots into mechanically robust macroscopic materials

description: data of line graphs, bar charts, dot plots
DOI: 10.6084/m9.figshare.23798667.v1
title: Flood insurance systems drive population growth in floodplains

description: This collection contains data underlying the figures in the article titled "Flood insurance is a driver of population growth in European floodplains". Data for each figure is presented in a seperate xlsx-file. Within each file, country- and region-names are given for rows, and column names specify to which panel the data applies.
DOI: 10.6084/m9.figshare.23798667
title: Flood insurance systems drive population growth in floodplains

description: This collection contains data underlying the figures in the article titled "Flood insurance is a driver of population growth in European floodplains". Data for each figure is presented in a seperate xlsx-file. Within each file, country- and region-names are given for rows, and column names specify to which panel the data applies.
DOI: 10.6084/m9.figshare.24434284.v1
title: High Proton Conductivity within the ‘Norby gap’ by Stabilizing a Perovskite with Disordered Intrinsic Oxygen Vacancies

description: We have provided the Source Data files of the following figures: 1, 2a, 2b, 2c, 2d, 3, 4a, 4b, 6.
DOI: 10.6084/m9.figshare.24434284
title: High Proton Conductivity within the ‘Norby gap’ by Stabilizing a Perovskite with Disordered Intrinsic Oxygen Vacancies

description: We have provided the Source Data files of the following figures: 1, 2a, 2b, 2c, 2d, 3, 4a, 4b, 6.
DOI: 10.6084/m9.figshare.24278014
title: Tree mortality during long-term droughts is lower in structurally complex forest stands

description: Here, we provided the data and codes used for the paper “Reduced tree mortality in structurally complex forests during long-term droughts” by Ma et al. Detailed descriptions on the data can found in the "Data Description.docx" file within the data package.
DOI: 10.6084/m9.figshare.24586386
title: active_users.csv

description: This dataset shows active users on GitHub and StackOverflow with their usernames and repository names.
DOI: 10.6084/m9.figshare.24586035
title: PWFS_dataset

description: 12,000 sets of light lattics and wavefronts required to train the model, and 600 sets of test data.
DOI: 10.6084/m9.figshare.24586035.v1
title: PWFS_dataset

description: 12,000 sets of light lattics and wavefronts required to train the model, and 600 sets of test data.
DOI: 10.5281/zenodo.10153466
title: Análisis de actitudes y autoeficacia percibida del profesorado ante la educación inclusiva

description: This database corresponds to the results of the paper:
Collado-Sanchis, A., Tárraga-Mínguez, R., Lacruz-Pérez, I., & Sanz-Cervera, P. (2020). Análisis de actitudes y autoeficacia percibida del profesorado ante la educación inclusiva. Educar, 56(2), 509-523. https://doi.org/10.5565/rev/educar.1117
DOI: 10.5281/zenodo.10153467
title: Análisis de actitudes y autoeficacia percibida del profesorado ante la educación inclusiva

description: This database corresponds to the results of the paper:
Collado-Sanchis, A., Tárraga-Mínguez, R., Lacruz-Pérez, I., & Sanz-Cervera, P. (2020). Análisis de actitudes y autoeficacia percibida del profesorado ante la educación inclusiva. Educar, 56(2), 509-523. https://doi.org/10.5565/rev/educar.1117
DOI: 10.5281/zenodo.10122472
title: Discrepancies between parents and teachers of students with autism spectrum disorder (ASD) in executive functioning according to the BRIEF

description: This database corresponds to the results of the paper:
González Sala, F., Pastor-Cerezuela, G., Sanz-Cervera, P., & Tárraga-Mínguez, R. (2023). Discrepancies between parents and teachers of students with autism spectrum disorder (ASD) in executive functioning according to the BRIEF. Anales de Psicología / Annals of Psychology, 39(1), 81–87. https://doi.org/10.6018/analesps.481531
DOI: 10.5281/zenodo.10122473
title: Discrepancies between parents and teachers of students with autism spectrum disorder (ASD) in executive functioning according to the BRIEF

description: This database corresponds to the results of the paper:
González Sala, F., Pastor-Cerezuela, G., Sanz-Cervera, P., & Tárraga-Mínguez, R. (2023). Discrepancies between parents and teachers of students with autism spectrum disorder (ASD) in executive functioning according to the BRIEF. Anales de Psicología / Annals of Psychology, 39(1), 81–87. https://doi.org/10.6018/analesps.481531
DOI: 10.5517/ccdc.csd.cc2hbbpw
title: CCDC 2303848: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Gesa Unger, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hbd6g
title: CCDC 2303895: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Steven Schultz, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hbk8p
title: CCDC 2304052: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Stephan Göttke, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hbl8q
title: CCDC 2304083: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Stephan Göttke, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hbldv
title: CCDC 2304087: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Stephan Göttke, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hbm7q
title: CCDC 2304113: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Richard Göttlich, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hbmgy
title: CCDC 2304120: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Cun Wang, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hc298
title: CCDC 2304549: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Carsten Cornelissen, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hc2jh
title: CCDC 2304556: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Vasily Kotov, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hc3mm
title: CCDC 2304590: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Vasily Kotov, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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.cc2hc4cd
title: CCDC 2304613: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Jens Müller, Roland Fröhlich, Gerhard Erker|2023|CSD Communication|||
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: 10.17909/w8qj-5v21
title: Program-2060_Callisto_NIRSpec-G395H
DOI: 10.34740/kaggle/dsv/6994430
title: AutoXGB
DOI: 10.34740/kaggle/dsv/6994431
title: OnlineFree
DOI: 10.34740/kaggle/dsv/6994437
title: Egypt Gold Prices | Daily Updated
DOI: 10.3886/e143521v1
title: Data and Code for: A Satellite Account for Health in the United States

description: This paper develops a satellite account for the US health sector and measures productivity growth in health care for the elderly population between 1999 and 2012. We measure the change in medical spending and health outcomes for a comprehensive set of 80 conditions. Medical care has positive productivity growth over the time period, with aggregate productivity growth of 1.5% per year. However, there is significant heterogeneity in productivity growth. Care for cardiovascular disease has had very high productivity growth. In contrast, care for people with musculoskeletal conditions has been costly but has not led to improved outcomes.
description: elderly Medicare beneficiaries in the US. Smallest Geographic Unit: country
DOI: 10.5281/zenodo.8044994
title: Chaotic Trajectories

description: Dataset of chaotic Chua, Lorenz, Lorenz96, Mackey-Glass with tau=17, Mackey-Glass with tau=30, Rossler, Sprott systems. If it helps, please cite us: Zhai, ZM., Moradi, M., Kong, LW. <em>et al.</em> Model-free tracking control of complex dynamical trajectories with machine learning. <em>Nat Commun</em> <strong>14</strong>, 5698 (2023). https://doi.org/10.1038/s41467-023-41379-3. Thank you!
DOI: 10.15485/1460838
title: SiB3 simulations of gross primary productivity(GPP) and carbonyl sulfide (COS) plant flux

description: This data set contains Simple Biosphere Model (SiB3) simulations of North American carbon dioxide (CO2) gross primary productivity (GPP) and carbonyl sulfide (OCS) plant flux (Fplant). There are two Fplant simulation methods included: a methodologically simpler LRU-based method, and a more mechanistic leaf enzyme kinetic approach. These methods are described in detail in the references included with the dataset.Time span: 1 July 2008 through 31 Aug 2008 Spatial extent: Coterminus USA and most of Canada SpatialResolution: 60 km by 60 km
DOI: 10.17632/3nm9wnbndc.1
title: Shehata_Brca2_Het_Mice_CyTOF_Nature_Communications_2023

description: A transcriptional response to replication stress selectively expands a subset of Brca2-mutant mammary epithelial cells

CyTOF Data comparing Brca2 wt and het mouse mammary glands from either young or aged mice
DOI: 10.21952/wtr/1506939
title: Hot spots and hot moments of nitrogen in a riparian corridor, Water Resources Research: Dataset

description: We simulated a fully coupled biogeochemical system in the Rifle floodplain from 1 January to 31 December 2014. We use 3D high resolution reactive transport modeling to investigate whether the spatial distribution of organic carbon rich and chemically reduced sediments located in the riparian zone and temporal variability in groundwater flow direction impact the formation and distribution of nitrogen hot spots (regions that exhibit higher reaction rates when compared to other locations nearby) and hot moments (times that exhibit high reaction rates as compared to longer intervening time periods) within the Rifle floodplain in Colorado. This data package includes simulated hydrologic and biogeochemical data from 01 Jan 2014 to 31 Dec 2014.
DOI: 10.3334/cdiac/cyc.db1006
title: Goddard Institute for Space Studies (GISS) 3-Dimensional (3-D) Global Tracer Transport Model (DB1006)

description: This directory contains the input files used in simulations of atmospheric CO2 using the GISS 3-D global tracer transport model. The directory contains 16 files including a help file (CO2FUNG.HLP), 12 files containing monthly exchanges with vegetation and soils (CO2VEG.JAN - DEC), 1 file containing releases of CO2 from fossil fuel burning (CO2FOS.MRL), 1 file containing releases of CO2 from land transformations (CO2DEF.HOU), and 1 file containing the patterns of CO2 exchange with the oceans (CO2OCN.TAK).
DOI: 10.21952/wtr/1506937
title: Influence of hydrological, biogeochemical and temperature transients on subsurface carbon fluxes in a flood plain environment, Biogeochemistry: Dataset

description: Data tables used in Arora et al. 2016b Influence of hydrological, biogeochemical and temperature transients on subsurface carbon fluxes in a flood plain environment. Biogeochemistry, 127(2-3), 367-396. Files include reactive transport model parameters describing soil physical and thermal parameters, geochemical reaction network and rate laws, as well as initial and boundary conditions. The last table documents modeling results with respect to annual carbon fluxes from the site to the river.
DOI: 10.5258/soton/d0829
title: Velocity statistics for rough-wall turbulent boundary layer flow over LEGO roughness elements in different layouts

description: This dataset presents 2D PIV experimental data collected over a range of twelve urban roughnesses with different frontal and plan solidities. These are described in:

[1] Placidi, M.,  Ganapathisubramani, B. (2015). Effects of frontal and plan solidities on aerodynamic parameters and the roughness sublayer in turbulent boundary layers. Journal of Fluid Mechanics, 782, 541–566. http://doi.org/10.1017/jfm.2015.552

[2] Placidi, M.,  Ganapathisubramani, B. (2018). Turbulent Flow Over Large Roughness Elements: Effect of Frontal and Plan Solidity on Turbulence Statistics and Structure. Boundary-Layer Meteorology, 167, 99–121. http://doi.org/10.1007/s10546-017-0317-3

PLEASE CITE THESE PAPERS AND THIS DATASET DOI WHEN USING THE DATA.

Please contact Dr Marco Placidi (m.placidi@surrey.ac.uk) or Prof Bharathram Ganapathisubramani (G.Bharath@soton.ac.uk) for any queries on the dataset.
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Format of the dataset:

d            			=    Virtual origin [mm]
delta      			=    Boundary layer thickness (delta99 [mm])
deltas    			=    Displacement thickness [mm]
dyn_visc_air    	=    Air dynamic viscosity [Kg/(m s)]
h            			=    Height of the roughness [mm]
K				=    Acceleration parameter as in [1]
rho_air        		=    Air density [kq/m^3]
run         			=    Case ID as in [1] and [2]
theta      			=    Momentum thickness [mm]
U            		        =    Mean streamwise velocity [m/s]
U_edge       	 	=    Mean streamwise velocity at the edge of the boundary layer [m/s]
utau          		=    Skin friction velocity [m/s] based on drag measurements
uu            		=    Streamwise velocity fluctuations
uv            		=    Reynolds shear stresses
V            			=    Mean wall-normal velocity [m/s]
vv            		        =    Wall-normal velocity fluctuations
X          			=    Streamwise coordinate [mm]
Y            			=    Wall-normal coordinate [mm]
y0          			=    Roughness length [mm]


Additional notes on the dataset:

- The 2D PIV dataset has been averaged across the Field of View in the streamwise direction to obtain 1D profiles.

- utau is measured directly by means of a floating-element drag balance as described in [1].

- y0,d, are obtained via best fitting the velocity profiles as in [1]. 

- The entire dataset has been filtered to match the local resolution for all cases, as discussed in [1].

- The acceleration parameter is defined in [1], and it is calculated from 2D PIV data across the size of the drag balance sensing element (i.e. 200 mm x200 mm). As such, it is affected by a significant experimental uncertainty. Additional verification of ZPG conditions were obtained via Pitot tube measurements between the inlet and outlet of the tunnel test section. The pressure gradient was considered negligible.