cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15472/nt1lxa
title: Caracterización florística de los bosques húmedos y remanentes de Tierralta - Córdoba, 2011

description: El paisaje natural de la reserva se ha visto transformado con el proceso colonizador iniciado en el alto Sinú a mediados del siglo pasado, que llevó a cabo la apertura y ensanche de la frontera agrícola en el municipio de Tierralta con la consiguiente explotación maderera, la cual se vio incrementada con la construcción de la represa de Urrá y la proliferación de cultivos ilegales. La situación transformadora del paisaje natural ha sido poco controlada por las autoridades ambientales dada la situación de orden público que ha imperado en la región, donde la presencia gubernamental ha sido limitada y los grupos armados ilegales han dominado legendariamente. Tal situación ocasionó la devastación de grandes zonas de territorio, que muestran actualmente un paisaje altamente fragmentado, donde existen algunos importantes remanentes boscosos que sirven de refugio a los relictos poblacionales de especies de fauna, en el pasado abundantes (Henao et al 2008). Los remanentes boscosos que existen al interior de la reserva Tuis Tuis hacen parte de la Reserva Forestal del Pacifico y corresponden al bosque de selva húmeda tropical, en los cuales se localiza el refugio del Chocó Norte, caracterizados por presentar promedios pluviométricos anuales de 2.000-4.000 mm, una temperatura media de 24 °C y una topografía ondulada con alturas hasta de 1.000 msnm. La vegetación típica es de gran complejidad florística (Rangel & Lowy, 1997)
DOI: 10.24378/exe.2083
title: High efficiency photomodulators for millimeter wave and THz radiation (dataset)

description: This is the dataset used for the Hooper et al. (2019) article "High efficiency photomodulators for millimeter wave and THz radiation" published in Scientific Reports.
description: Models and plotting routines written in Julia 1.0.3 in Jupyter notebooks. Software required: Anaconda Navigator Julia 1.0.3
description: The article associated with this dataset is located in ORE at: http://hdl.handle.net/10871/39663
DOI: 10.17632/vd5phjrkxm.1
title: Data for: Cryptocurrency Accepting Venues, Investor Attention, and Volatility

description: Data for: Cryptocurrency Accepting Venues, Investor Attention, and Volatility
DOI: 10.5281/zenodo.3520972
title: DAMP-VSEP: Smule Digital Archive of Mobile Performances - Vocal Separation

description: This dataset contains audio content for performing vocal separation research. It contains performances with (1) backing tracks, (2) one or more isolated vocals files, and (3) a mixture of the two. This is a real-world dataset from performances on the Smule app, which includes non-linear effects processes on the mixture of vocals and backing track. The dataset contains data from 155 countries, 36 languages, 6456 artists, and 11494 compositions. Users of this dataset must read and accept Smule's Research Data License Agreement (LICENSE.txt).
DOI: 10.5281/zenodo.3520973
title: DAMP-VSEP: Smule Digital Archive of Mobile Performances - Vocal Separation

description: This dataset contains audio content for performing vocal separation research. It contains performances with (1) backing tracks, (2) one or more isolated vocals files, and (3) a mixture of the two. This is a real-world dataset from performances on the Smule app, which includes non-linear effects processes on the mixture of vocals and backing track. The dataset contains data from 155 countries, 36 languages, 6456 artists, and 11494 compositions. Users of this dataset must read and accept Smule's Research Data License Agreement (LICENSE.txt).
DOI: 10.7910/dvn/tbb3j7/k2taiw
title: OnlineAppendix_2_Duopoly_Reduced_Form.nb

description: :unav
DOI: 10.7910/dvn/tbb3j7/vizgbx
title: OnlineAppendix_3_Duopoly_Reduced_Form_Coordination.nb

description: :unav
DOI: 10.7910/dvn/cdfu0k/6cmb9o
title: merge_productivity_weather.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/cypfpd
title: readme.docx

description: :unav
DOI: 10.7910/dvn/cdfu0k/hxf8vn
title: table2.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/lgqoek
title: merge_attendance_weather.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/nkbvhb
title: table5.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/o013an
title: inandouttimedata_clean.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/oahppp
title: table6.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/u99ntj
title: monitors_clean.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/x2behx
title: sal_clean_raw.do

description: :unav
DOI: 10.7910/dvn/tbb3j7/0rnped
title: OnlineAppendix_1_Fringe_Reduced_Form.pdf

description: :unav
DOI: 10.7910/dvn/tbb3j7/dlqvzd
title: OnlineAppendix_4_Fringe_Moral_Hazard.nb

description: :unav
DOI: 10.7910/dvn/tbb3j7/jfpwb6
title: OnlineAppendix_4_Fringe_Moral_Hazard.pdf

description: :unav
DOI: 10.7910/dvn/tbb3j7/lfowe2
title: OnlineAppendix_1_Fringe_Reduced_Form.nb

description: :unav
DOI: 10.7910/dvn/tbb3j7/rjygye
title: OnlineAppendix_2_Duopoly_Reduced_Form.pdf

description: :unav
DOI: 10.7910/dvn/cdfu0k/3rylxq
title: table4.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/9qcmgt
title: attendancedata_clean.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/djnvj0
title: salarydata_clean.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/dls0zm
title: figures_all.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/iteuf8
title: weatherdata_clean.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/swsr1u
title: table1.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/t9r9gy
title: table3.do

description: :unav
DOI: 10.7910/dvn/cdfu0k/vfhew1
title: productivitydata_clean.do

description: :unav
DOI: 10.7910/dvn/tbb3j7/9dcnw0
title: OnlineAppendix_3_Duopoly_Reduced_Form_Coordination.pdf

description: :unav
DOI: 10.25345/c5nh3q
title: MassIVE MSV000084588 - GNPS Massive Dataset Centella Asiatica Bioactive Compound Screening ESI positive
title: Centella Asiatica screening of compounds in ESI positive mode. Results obtained using progenesis.
DOI: 10.5281/zenodo.3543900
title: Raw and processed data for publication "Quantitative microscopy reveals dynamics and fate of clustered IRE1alpha"

description: This dataset contains all raw and processed data for our PNAS paper titled "Quantitative microscopy reveals dynamics and fate of clustered IRE1alpha". Using the associated analysis code (10.5281/zenodo.3544482), all figures in the paper can be reproduced from the data in this upload. Abstract of the paper is included below: "The endoplasmic reticulum (ER) membrane-resident stress sensor IRE1 governs the most evolutionarily conserved branch of the unfolded protein response. Upon sensing an accumulation of unfolded proteins in the ER lumen, IRE1 activates its cytoplasmic kinase and ribonuclease (RNase) domains to transduce the signal. IRE1 activity correlates with its assembly into large clusters, yet the biophysical characteristics of IRE1 clusters remain poorly characterized. We combined super-resolution microscopy, single-particle tracking, fluorescence recovery and photoconversion to examine IRE1 clustering quantitatively in living human and mouse cells. Our results revealed that (1) by contrast to qualitative impressions gleaned from microscopic images, IRE1 clusters comprise only a small fraction (~5%) of the total IRE1 in the cell. (2) IRE1 clusters have complex topologies that display features of higher-order organization. (3) IRE1 clusters contain a diffusionally constrained core, indicating that they are not phase-separated liquid condensates. (4) IRE1 molecules in clusters remain diffusionally accessible to the free pool of IRE1 molecules in the general ER network. (5) When IRE1 clusters disappear at later timepoints of ER stress as IRE1 signaling attenuates, their constituent molecules are released back into the ER network and not degraded. (6) IRE1 cluster assembly and disassembly are mechanistically distinct. (7) IRE1 clusters’ mobility is nearly independent of cluster size. Taken together, these insights define the clusters as dynamic assemblies with unique properties. The analysis tools developed for this study will be widely applicable to investigations of clustering behaviors in other signaling proteins."
DOI: 10.5281/zenodo.3543901
title: Raw and processed data for publication "Quantitative microscopy reveals dynamics and fate of clustered IRE1alpha"

description: This dataset contains all raw and processed data for our PNAS paper titled "Quantitative microscopy reveals dynamics and fate of clustered IRE1alpha". Using the associated analysis code (10.5281/zenodo.3544482), all figures in the paper can be reproduced from the data in this upload. Abstract of the paper is included below: "The endoplasmic reticulum (ER) membrane-resident stress sensor IRE1 governs the most evolutionarily conserved branch of the unfolded protein response. Upon sensing an accumulation of unfolded proteins in the ER lumen, IRE1 activates its cytoplasmic kinase and ribonuclease (RNase) domains to transduce the signal. IRE1 activity correlates with its assembly into large clusters, yet the biophysical characteristics of IRE1 clusters remain poorly characterized. We combined super-resolution microscopy, single-particle tracking, fluorescence recovery and photoconversion to examine IRE1 clustering quantitatively in living human and mouse cells. Our results revealed that (1) by contrast to qualitative impressions gleaned from microscopic images, IRE1 clusters comprise only a small fraction (~5%) of the total IRE1 in the cell. (2) IRE1 clusters have complex topologies that display features of higher-order organization. (3) IRE1 clusters contain a diffusionally constrained core, indicating that they are not phase-separated liquid condensates. (4) IRE1 molecules in clusters remain diffusionally accessible to the free pool of IRE1 molecules in the general ER network. (5) When IRE1 clusters disappear at later timepoints of ER stress as IRE1 signaling attenuates, their constituent molecules are released back into the ER network and not degraded. (6) IRE1 cluster assembly and disassembly are mechanistically distinct. (7) IRE1 clusters’ mobility is nearly independent of cluster size. Taken together, these insights define the clusters as dynamic assemblies with unique properties. The analysis tools developed for this study will be widely applicable to investigations of clustering behaviors in other signaling proteins."
DOI: 10.21227/tb85-6848
title: Discriminative Concept Learning Network: Sample Source Code and Supplement (Project Archive)

description: Summary: The archive of DCLN project (https://sourceforge.net/projects/dcln/) is provided.Source Code: Written in C/C++, running on Linux system.Document: Details of hyperparameters tuning, data preprocessing and code compiling are given.Script: Check shell script './dcln.sh' for usage info. Script 'run.sh' relates to Section V of the main paper.
DOI: 10.17632/b3b2mc387x.1
title: Data for: Effect of freezing and cool storage on carotenoid retention and quality of zeaxanthin-biofortified and standard yellow sweet-corn (Zea mays L.)

description: Carotenoid chromatogram
DOI: 10.21227/jvz7-r769
title: Original images of colloidal gold immunochromatographic strip

description: Accurate segmentation of test line and control line for colloidal gold immunochromatographic strip (GICS) images with image processing algorithms is essential to quantitative analysis of GICS. As common methods for GICS image segmentation, fuzzy c-means (FCM) algorithm and cellular neural network (CNN) algorithm both require presetting initial conditions (specifying initial parameters or training models) and take long running time, due to high calculation cost. Therefore neither is ideal for a point-of-care testing (POCT) device, which has low hardware cost and limited computing power. This paper designs a region growing algorithm combined with fast peak detection (RGFPD) to quickly and self-adaptively segment GICS images. Compared with FCM algorithm and CNN algorithm, the RGFPD algorithm has two obvious advantages. First, the region growing algorithm requires low calculation cost, which better suits the POCT device, because it is a local algorithm, rather than a global one. Second, the fast peak detection algorithm calculates the seed points and growing criterions as initial conditions, realizing self-adaptive segmentation of images. In this paper, RGFPD algorithm is applied to segment GICS images of actual samples, taking FCM algorithm and CNN algorithm as contrast. The results show that RGFPD accurately segment images without presetting initial conditions, with shorter algorithm running time, and performs better in anti-interference.
DOI: 10.21227/nq9v-0h42
title: Original images of colloidal gold immunochromatographic strip

description: Accurate segmentation of test line and control line for colloidal gold immunochromatographic strip (GICS) images with image processing algorithms is essential to quantitative analysis of GICS. As common methods for GICS image segmentation, fuzzy c-means (FCM) algorithm and cellular neural network (CNN) algorithm both require presetting initial conditions (specifying initial parameters or training models) and take long running time, due to high calculation cost. Therefore neither is ideal for a point-of-care testing (POCT) device, which has low hardware cost and limited computing power. This paper designs a region growing algorithm combined with fast peak detection (RGFPD) to quickly and self-adaptively segment GICS images. Compared with FCM algorithm and CNN algorithm, the RGFPD algorithm has two obvious advantages. First, the region growing algorithm requires low calculation cost, which better suits the POCT device, because it is a local algorithm, rather than a global one. Second, the fast peak detection algorithm calculates the seed points and growing criterions as initial conditions, realizing self-adaptive segmentation of images. In this paper, RGFPD algorithm is applied to segment GICS images of actual samples, taking FCM algorithm and CNN algorithm as contrast. The results show that RGFPD accurately segment images without presetting initial conditions, with shorter algorithm running time, and performs better in anti-interference.
DOI: 10.17632/rr9cd5pvtd.1
title: Data for: Extending Unified Theory of Acceptance and Use of Technology with Perceived Monetary Value for smartphone adoption at the Bottom of the Pyramid

description: Primary Data collected offline
DOI: 10.17632/ggmg9j3ygw.1
title: Data for: Smaller visual arrays are harder to integrate in schizophrenia: Evidence for impaired lateral connections in early vision

description: These data were used to generate results in the manuscript. The variable names and labels are considered self-explanatory.
DOI: 10.15472/en61cp
title: Flora presente en el Alto Galápagos, San José del Palmar, Chocó

description: La vegetación que recubre el área rural del municipio de San José del Palmar hacia el oriente, muestra una gran variedad de especies que alternan sus ciclos florales y/o reproductivos brindando alimento a la diversidad de fauna de la zona; lo que permite además, que el lugar permanezca recubierto por diferentes clases de flores. Por estas razones y por otras que se darán en los siguientes capítulos, a partir de este trabajo de investigación se nombrará a este sitio, como un Jardín Silvestre. El Alto de San Antonio de Galápago se ubica dentro de dicho Jardín. Aspectos como la altura, el frío y la abundante niebla del lugar permiten el establecimiento de especies de líquenes, musgos y selaginellas, que recubren la corteza de los arboles dándole un aspecto tenebroso al sitio. No obstante, estos aspectos no son impedimento para que la pretensión mercantilista ponga sus ojos en este lugar, donde además nacen ríos y los habitantes del perímetro urbano se abastecen del agua que necesitan para satisfacer sus necesidades. También es el ambiente propicio para el desarrollo y reproducción de algunas especies de ranas y reptiles que encuentran micro hábitats para formar escenarios de transición y conectividad entre la media y alta montaña. De acuerdo con lo anterior, se espera que la información consignada en este capítulo sirva de base para generar conciencia a dirigentes, Instituciones y Comunidad en general, sobre la diversidad del contexto, para que sea tenida en cuenta al momento de tomar decisiones que puedan afectar la zona, ponderando sus proporciones ambientales económicas y sociales.
DOI: 10.5281/zenodo.3544138
title: Unannoted Swahili data

description: The Unannoted Swahili dataset contains 28,000 unique words with 6.84M, 970k, and 2M words for the train, development and test partitions respectively which represent the ratio 80:10:10. The dataset is meant for language modeling. The entire dataset is lowercased, has no punctuation marks and, the start and end of sentence markers have been incorporated to facilitate easy tokenization during language modeling. The train partition is the largest in order to support unsupervised learning of word representations while the hyper-parameters are adjusted based on the performance on the development partition before evaluating the language model on the test partition.
DOI: 10.5281/zenodo.3544139
title: Unannoted Swahili data

description: The Unannoted Swahili dataset contains 28,000 unique words with 6.84M, 970k, and 2M words for the train, development and test partitions respectively which represent the ratio 80:10:10. The dataset is meant for language modeling. The entire dataset is lowercased, has no punctuation marks and, the start and end of sentence markers have been incorporated to facilitate easy tokenization during language modeling. The train partition is the largest in order to support unsupervised learning of word representations while the hyper-parameters are adjusted based on the performance on the development partition before evaluating the language model on the test partition.
DOI: 10.7910/dvn/hxjont/klvnk8
title: TOXO Questionnaire.pdf

description: Questionnaire
DOI: 10.7910/dvn/byhhbr/m2d89n
title: data collected from academicians in Malaysian private universities and colleges.tab

description: :unav
DOI: 10.7910/dvn/pdfovc/ltz5tv
title: boubert_everall_2019.h5

description: The data behind the selection functions in Boubert & Everall (2019)
DOI: 10.25919/5dd057dc1a270
title: Parkes observations for project P885 semester 2019OCTS_06

description: We propose to observe the magnetars 1E 1547.0-5408 and PSR J1622-4950 approximately weekly, to track their rotation, flux density, and polarisation, as we have been doing through this project. Also, as of late 2018, XTE J1810-197 is again a radio magnetar after 10 years dormant! Its chaotic rotation is better tracked in detail elsewhere, but weekly observations with the UWL receiver are already providing unique measurements of its radio spectrum and broad-band behaviour. Our observations provide an important window into remarkably dynamic magnetar magnetospheres, and characterise the conditions under which radio emission takes place therein, placing constraints on the emission mechanisms, which in at least some significant respects differ from those of ordinary pulsars.
DOI: 10.5281/zenodo.3544368
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Brambach, Fabian, https://orcid.org/0000-0002-3203-2248. Claims were made on Bloodhound, https://bloodhound-tracker.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.15472/my9ly1
title: Mamíferos de los bosques húmedos y remanentes de Tierralta - Córdoba, 2011

description: A pesar de la importancia del tema, y que la presión antrópica sobre los habitas del departamento de Córdoba cada día va en aumento, es muy pobre el conocimiento que se tiene sobre el estado actual y riqueza de estos ecosistemas, a causa de que son escasos y aislados los trabajos publicados que describan de forma detallada la composición, estructura y ecología de la fauna presente en la zona (a excepción de las aves que son consideradas el grupo de vertebrados mejor estudiado en la región). Actualmente se han realizado algunas investigaciones que de manera independiente han contribuido al conocimiento de la fauna de vertebrados en general como: la Universidad de Córdoba y Neotrópicos (1995), Neotrópicos (1997), Consultoría del Caribe (1998), Neotrópicos (1998), Neotrópicos (2000), Henao-S. et al (2008), CVS y CONIF (2008), y de manera específica podemos mencionar entre los estudios herpetologicos mas importantes a Renjifo y Lundberg (1999), Carvajal et al (2007), Romero-M. et al (2008), Carvajal y Urbina (2008), Dahly Medem (1964); y en estudios ornitológicos a la Universidad de Antioquia (1993), Mejía (2002), Estela y López-V.(2005). Los anteriores estudios evidencian la gran riqueza faunística registrada para la región, pero también la ausencia de más estudios específicos, que profundicen en las especies de estos grupos y sus hábitats. Para lo cual es fundamental llevar a cabo el monitoreo de la diversidad de estos grupos faunísticos, conocer cómo están respondiendo a la presión antrópica y potenciar líneas de investigación que apunten hacia la conservación y la perpetuación de sus poblaciones a nivel local o regional.
DOI: 10.5281/zenodo.3544367
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Brambach, Fabian, https://orcid.org/0000-0002-3203-2248. Claims were made on Bloodhound, https://bloodhound-tracker.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.3529877
title: Swahili word analogy dataset

description: Swahili Analogy dataset contains pairs of words that are organized in 4's to facilitate word analogy test. Word analogy test is used to evaluate the quality of word representation vectors from a language model. The dataset contains 12,864 questions that have been organized in 12 categories.
DOI: 10.5281/zenodo.3529878
title: Swahili word analogy dataset

description: Swahili Analogy dataset contains pairs of words that are organized in 4's to facilitate word analogy test. Word analogy test is used to evaluate the quality of word representation vectors from a language model. The dataset contains 12,864 questions that have been organized in 12 categories.
DOI: 10.7910/dvn/akxxui/4qz4r2
title: Models_Fitting_Testing_BD1.ipynb

description: :unav
DOI: 10.7910/dvn/akxxui/eirs7d
title: Encoder.ipynb

description: :unav
DOI: 10.7910/dvn/akxxui/idwiri
title: encoded_data.rar

description: :unav
DOI: 10.7910/dvn/akxxui/jn8eqc
title: Fitted_Encoder.ipynb

description: :unav
DOI: 10.7910/dvn/akxxui/px0vju
title: finished_BD2.rar

description: :unav
DOI: 10.7910/dvn/akxxui/uc1zor
title: raw_data.rar

description: :unav
DOI: 10.7910/dvn/akxxui/9nkcov
title: Supplementary information(Rus).docx

description: :unav
DOI: 10.7910/dvn/akxxui/kwxcx7
title: TempModelsSave.rar

description: :unav
DOI: 10.7910/dvn/akxxui/m7j2bs
title: Exploratory_Analysis_BD1.ipynb

description: :unav
DOI: 10.7910/dvn/akxxui/mqfrlf
title: Analysis_BD2.ipynb

description: :unav
DOI: 10.7910/dvn/akxxui/xpek5m
title: fitted_models.rar

description: :unav
DOI: 10.7910/dvn/poymk5/1twe44
title: M17_FORCAST37um_offcore_exp.fits

description: M17 Source 1 only - Exposure time map : 37 micron
DOI: 10.7910/dvn/poymk5/a0b11s
title: M17_FORCAST37um_exp.fits

description: M17- Exposure time map : 37 micron
DOI: 10.7910/dvn/poymk5/fkz063
title: M17_FORCAST20um_Int.fits

description: M17- Intensity map : 20 micron
DOI: 10.7910/dvn/poymk5/h8asxf
title: M17_FORCAST37um_Int.fits

description: M17- Intensity map : 37 micron
DOI: 10.7910/dvn/poymk5/s5nyty
title: M17_FORCAST20um_offcore_Int.fits

description: M17 Source 1 only - Intensity map : 20 micron
DOI: 10.7910/dvn/poymk5/sap8g8
title: M17_FORCAST37um_offcore_Int.fits

description: M17 Source 1 only - Intensity map : 37 micron
DOI: 10.7910/dvn/poymk5/spbpao
title: M17_FORCAST20um_exp.fits

description: M17- Exposure time map : 20 micron
DOI: 10.7910/dvn/poymk5/tg23qc
title: M17_FORCAST20um_offcore_exp.fits

description: M17 Source 1 only - Exposure time map : 20 micron