cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc26zcyj
title: CCDC 2054988: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zczk
title: CCDC 2054989: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd0m
title: CCDC 2054990: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd1n
title: CCDC 2054991: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd2p
title: CCDC 2054992: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd3q
title: CCDC 2054993: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd5s
title: CCDC 2054995: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd6t
title: CCDC 2054996: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd7v
title: CCDC 2054997: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd8w
title: CCDC 2054998: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd9x
title: CCDC 2054999: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.6084/m9.figshare.15130233
title: Inter- and intraspecific spatial distributions, spatial segregation by dominants, and emergent neutrality in understorey plants - Data file

description: These data supplement the publication <i>Inter- and intraspecific spatial distributions, spatial</i><i>segregation by dominants, and emergent neutrality in</i><i>understorey plants</i>by Ulrich et al. in Oikos 2021.
DOI: 10.6084/m9.figshare.15130233.v1
title: Inter- and intraspecific spatial distributions, spatial segregation by dominants, and emergent neutrality in understorey plants - Data file

description: These data supplement the publication <i>Inter- and intraspecific spatial distributions, spatial</i><i>segregation by dominants, and emergent neutrality in</i><i>understorey plants</i>by Ulrich et al. in Oikos 2021.
DOI: 10.6084/m9.figshare.3761562.v1944
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.5168793
title: Supplementary tables from "From genes to communities: an integrative approach to the evolution of Varanidae"

description: Supplementary tables for thesis submitted for the degree of Doctor of Philosophy of The Australian National University
DOI: 10.5281/zenodo.4558288
title: Supplementary tables from "From genes to communities: an integrative approach to the evolution of Varanidae"

description: Supplementary tables for thesis submitted for the degree of Doctor of Philosophy of The Australian National University
DOI: 10.5517/ccdc.csd.cc26zdby
title: CCDC 2055000: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdcz
title: CCDC 2055001: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdd0
title: CCDC 2055002: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdf1
title: CCDC 2055003: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdg2
title: CCDC 2055004: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdh3
title: CCDC 2055005: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdj4
title: CCDC 2055006: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdk5
title: CCDC 2055007: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdl6
title: CCDC 2055008: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdm7
title: CCDC 2055009: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdn8
title: CCDC 2055010: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdp9
title: CCDC 2055011: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdqb
title: CCDC 2055012: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdrc
title: CCDC 2055013: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdsd
title: CCDC 2055014: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdtf
title: CCDC 2055015: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdvg
title: CCDC 2055016: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdwh
title: CCDC 2055017: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zdxj
title: CCDC 2055018: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zd4r
title: CCDC 2054994: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26zctd
title: CCDC 2054984: Experimental Crystal Structure Determination

description: Related Article: Shoko Kikkawa, Isae Maeno, Kosuke Katagiri, Yuta Murayama, Mariko Nozawa, Hidemasa Hikawa, Isao Azumaya|2021|Cryst.Growth Des.|21|4380|doi:10.1021/acs.cgd.1c00305
DOI: 10.5517/ccdc.csd.cc26cdvv
title: CCDC 2036757: Experimental Crystal Structure Determination

description: Related Article: Nargis Akhter Ashashi, Manesh Kumar, Zaib ul Nisa, Antonio Frontera, Subash Chandra Sahoo, Haq Nawaz Sheikh|2021|J.Mol.Struct.|1245|131094|doi:10.1016/j.molstruc.2021.131094
DOI: 10.5517/ccdc.csd.cc2817td
title: CCDC 2086573: Experimental Crystal Structure Determination

description: Related Article: K.K. Mohammed Hashim, E. Manoj, M.R. Prathapachandra Kurup|2021|J.Mol.Struct.|1246|131125|doi:10.1016/j.molstruc.2021.131125
DOI: 10.5517/ccdc.csd.cc26cdrr
title: CCDC 2036754: Experimental Crystal Structure Determination

description: Related Article: Nargis Akhter Ashashi, Manesh Kumar, Zaib ul Nisa, Antonio Frontera, Subash Chandra Sahoo, Haq Nawaz Sheikh|2021|J.Mol.Struct.|1245|131094|doi:10.1016/j.molstruc.2021.131094
DOI: 10.5517/ccdc.csd.cc26cdtt
title: CCDC 2036756: Experimental Crystal Structure Determination

description: Related Article: Nargis Akhter Ashashi, Manesh Kumar, Zaib ul Nisa, Antonio Frontera, Subash Chandra Sahoo, Haq Nawaz Sheikh|2021|J.Mol.Struct.|1245|131094|doi:10.1016/j.molstruc.2021.131094
DOI: 10.25573/data.15121554.v4
title: Final Data for Constraints on Degradation at the InSight Landing Site, Homestead Hollow, Mars, from Rock Heights and Shapes Item

description: Two Microsoft 365 Excel files (and associated readme explanation Word file) and ArcGIS shape files (and associated readme explanation Word file, and orthophoto and DEM)
DOI: 10.25919/1tbs-s473
title: Parkes observations for project P1032 semester 2021APRS_12

description: This project aims to continue to perform rapid measurements of relativistic parameters of southern binary pulsar systems using data from the Parkes Ultra Wideband Low (UWL) receiver and the MeerKAT telescope thereby enabling measurement of their component masses and in some cases, test theories of gravity. We will use the UWL data to obtain significant orbital coverage and timing baseline on these pulsars and obtain important constraints on orbital and temporal DM variations that will help in identifying the nature of the companion star. We will then use MeerKAT data at crucial orbital phases to improve our chances of measuring the relativistic parameters. Increase in the number of measured NS masses has profound implications for NS internal structure and for stellar and binary evolution physics. From this semester, we are converting this proposal into a ``Large project" proposal.
DOI: 10.5281/zenodo.5168830
title: Dinoponera measurements

description: Measurements of females and males made during the taxonomic revision of <em>Dinoponera </em>Roger (Hymenoptera: Formicidae: Ponerinae) species (Dias & Lattke, 2021). All measurements are expressed in millimeters.
DOI: 10.5281/zenodo.4503216
title: Dinoponera measurements

description: Measurements of females and males made during the taxonomic revision of <em>Dinoponera </em>Roger (Hymenoptera: Formicidae: Ponerinae) species (Dias & Lattke, 2021). All measurements are expressed in millimeters.
DOI: 10.25919/ttt8-ww32
title: Parkes observations for project P1021 semester 2021APRS_19

description: We propose to continue our observations of PSR J1653-45, a 951-ms pulsar in a long, 1.5-yr orbit, which experiences apparent eclipses whose nature have yet to be fully understood. Binary pulsars are valuable objects of scientific study, allowing for multiple applications including tests of gravity, probes of the neutron star equation of state, and fossil records of stellar evolution. Long spin-period pulsars in binary systems are generally much rarer than faster-spinning `recycled’ pulsars, and represent an under-explored region of pulsar binary evolution. Based upon previous Parkes and ATCA proposals, our understanding of this pulsar has significantly increased. We have detected the pulsar in previously unexplored regions of its orbit, localised its position, and have constrained the start of the eclipse, such that a targeted campaign in the 2021APRS semester (during which the next eclipse is expected) will provide the breakthrough needed to solve and understand this pulsar. We therefore propose a high-cadence campaign with observations at least 1.4 times more sensitive than any previously recorded with Parkes during the eclipse. These observations will constrain the end of the eclipse and ensure that we detect the pulsar as early and often as possible, leading to a phase connected timing solution which will unlock the pulsar’s scientific potential. Through this, we hope to gain a greater understanding of this pulsar’s properties (as well as those of its companion) and how it fits into this under-explored class of unrecycled pulsar binaries.
DOI: 10.25573/data.15121554.v5
title: Final Data for Constraints on Degradation at the InSight Landing Site, Homestead Hollow, Mars, from Rock Heights and Shapes Item

description: Two Microsoft 365 Excel files (and associated readme explanation Word file) and ArcGIS shape files (and associated readme explanation Word file, and orthophoto and DEM)
DOI: 10.25919/77ep-ch77
title: Parkes observations for project P1101 semester 2021APRS_08

description: We propose to carry out fortnightly monitoring of a very active repeater, FRB~190520, with the Parkes UWL system. Our current observations show that FRB~190520 is not only the most active FRB that can be observed with Parkes, but also shows unique behaviour at 2 to 3 GHz frequency. This makes UWL the ideal instrument to carry out in-depth studies of this repeating FRB. With this program, we expect to detect a large sample of bursts from FRB~190520, and in collaboration with the FAST telescope we will search for potential periodicity and study emission properties over an extremely wide bandwidth with high sensitivity.
DOI: 10.6084/m9.figshare.15130383
title: Dataset

description: Dataset
DOI: 10.5281/zenodo.5168453
title: Wikidata Dump

description: RDF dump of wikidata produced with wdumps. <br> View on wdumper <b>entity count</b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0
DOI: 10.5281/zenodo.5168452
title: Wikidata Dump

description: RDF dump of wikidata produced with wdumps. <br> View on wdumper <b>entity count</b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0
DOI: 10.6084/m9.figshare.15130512
title: ADEON AZFP Community Structure Dataset

description: One of the ADEON Ecological Modeling objectives was to describe how changes in abundance and distribution of the forage assemblage varies relative to warm and/or poor and cool and/or good productivity years off the US east coast. ADEON achieved long-term measurements of the presence of non-vocalizing marine life to record the abundance and community structure of fish and zooplankton. Single beam scientific echosounders were part of the network design at three sites; VAC, HAT, and JAX see https://adeon.unh.edu/landers .Species-specific community assemblage metrics were obtained, in part, from the acoustic zooplankton fish profilers (AZFPs) stationed at those sites. The multi-frequency echosounders were used to measure the presence of animals of different size classes. The echosounder transducers were positioned on the seabed looking upwards to image the full water column where the frequency attenuation permitted.Information from station net tows informed the 6 scattering categories (Non-Resonant Small, Non-Resonant Medium, Non-Resonant Large, Resonant Small, Resonant Large, and Unidentified. Echoview software was used to export Sv and NASC for each scattering group in hourly resolution to provide a measure of community structure for the ecological modeling effort.Please see the ADEON AZFP Community Structure Readme File_2021 stored with this dataset for more details on methodology and the dataset.
DOI: 10.34943/b4d58b1f-1aa1-4699-af40-b5ac315c08bb
title: Douglas Channel Hydrophone Deployed 2020-05-27

description: The Ocean Sonics icListen HF Hydrophone 1332 was deployed on 2020-05-27 at Douglas Channel. Douglas Channel is one of the principal inlets of the British Columbia coast. This device is a Hydrophone. Hydrophones are devices containing transducers that convert underwater sound waves into electrical signals. They are acoustic instruments that can process data while they are being collected to produce calibrated waveform data. Hydrophones are typically used to study vocalizations of marine mammals, ship traffic and ambient noise. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 2.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.6084/m9.figshare.15130719
title: Dataset of endogenized phage genes in Chromobacterium violaceum ATCC 12472

description: This work presents the set of endogenized phage genes in <i>Chromobacterium violaceum </i>ATCC 12472. Original data for the dataset was derived from the annotated genome file of the microbe downloaded from GenBank, which was parsed and searched by an in-house MATLAB genome analysis software. The dataset comprises gene name, gene function, and gene sequence of each endogenized phage gene in the microbe. Overall, the data should serve as useful starter for initiating understanding of why particular phage genes remain endogenized in the host genome, and deciphering how evolutionary forces and host transposase has reshaped endogenized phage genes.
DOI: 10.6084/m9.figshare.15130719.v1
title: Dataset of endogenized phage genes in Chromobacterium violaceum ATCC 12472

description: This work presents the set of endogenized phage genes in <i>Chromobacterium violaceum </i>ATCC 12472. Original data for the dataset was derived from the annotated genome file of the microbe downloaded from GenBank, which was parsed and searched by an in-house MATLAB genome analysis software. The dataset comprises gene name, gene function, and gene sequence of each endogenized phage gene in the microbe. Overall, the data should serve as useful starter for initiating understanding of why particular phage genes remain endogenized in the host genome, and deciphering how evolutionary forces and host transposase has reshaped endogenized phage genes.
DOI: 10.5281/zenodo.5168864
title: CoVaxxy Tweet IDs data set

description: A collection of Tweet IDs related to Covid-19 Vaccines, gathered from Twitter since Jan 4, 2021. Please see https://arxiv.org/abs/2101.07694 for more information.
DOI: 10.5281/zenodo.5040210
title: Figure Data for Oka et al. (2021) "Glacial mode shift of the Atlantic meridional overturning circulation by warming over the Southern Ocean"

description: Figure Data for Oka et al. (2021) "Glacial mode shift of the Atlantic meridional overturning circulation by warming over the Southern Ocean"
DOI: 10.5281/zenodo.5040209
title: Figure Data for Oka et al. (2021) "Glacial mode shift of the Atlantic meridional overturning circulation by warming over the Southern Ocean"

description: Figure Data for Oka et al. (2021) "Glacial mode shift of the Atlantic meridional overturning circulation by warming over the Southern Ocean"
DOI: 10.21227/xp4t-tx87
title: Chromatographic Data

description: This is Chromatographic Data of some Transformer
DOI: 10.5281/zenodo.5168886
title: List of documents and patterns identified by multivocal literature review of software engineering patterns for machine learning applications

description: We performed a multivocal literature review of both academic and gray literature to collect software engineering for machine learning (ML) application systems and software design. For the academic literature, we chose Engineering Village. For the gray literature, we used a Google search on August 16, 2019. We retrieved 32 scholarly documents and 48 gray literature documents. We vetted whether each document should be included in our review using the following criteria: Documents written in English addressing concrete software-engineering patterns or practices to design ML application systems and software should be included. Documents focusing on design of ML techniques and algorithms should be excluded. This process identified 19 scholarly documents and 19 gray documents. Although 69 patterns related to the design of ML application systems were initially identified, 33 remained after the vetting process. Finally, industrial ML developers reviewed the 33 candidates from the viewpoint of practical usefulness. They identified only 15 ML patterns.
description: http://www.washi.cs.waseda.ac.jp/ml-patterns/