cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-853776
title: Facilitating innovative growth of low cost private schools: experimental evidence from Pakistan 2016-2019

description: The data contain information on 837 low-cost for-profit private schools (LCPS) from three districts in Punjab, Pakistan: Faisalabad, Gujranwala, and Sialkot. The past few decades have seen an exponential increase in the growth of these LCPS globally, and in countries like Pakistan and India, the private sector now commands a large and quickly increasing share of the market. Over forty percent of primary school enrolment in Pakistan is now in LCPS, and students in private schools in Pakistan far out-perform those in public schools. Yet, firm innovation and expansion is constrained for private schools, likely due to a range of supply-side and market level failures. The main research questions this study and the uploaded dataset seek to answer are: (1) To what extent are schools constrained by finance, and does the type of financing vehicle (loan vs equity) matter? (2) Is LCPS quality improvement constrained by a lack of access to appropriate quality-enhancing products and services, i.e. educational support services (ESS)? (3) Is there a positive interaction between access to finance and the provision of appropriate innovative investment opportunities? The dataset includes topics such as school administration, facilities, fees, enrolment, student population, finances, and financial expectations and literacy. Schools are uniquely identified using the variables mauza (administrative district) code and school code. While most of the variables are school-level, there are a few individual-level data pieces that were collected from the school owner. For each school we interviewed only one owner, therefore both schools and school owners are identified using the same mauza code and school code ID.
DOI: 10.6084/m9.figshare.9939671.v2
title: Table S1 from Meiotic drive mechanisms: lessons from <i>Drosophila</i>.

description: Summary of all known meiotic drive system in <i>Drosophila</i>.
DOI: 10.6084/m9.figshare.9939671.v1
title: Table S1 from Meiotic drive mechanisms: lessons from Drosophila

description: Summary of all known meiotic drive system in Drosophila.
DOI: 10.6084/m9.figshare.9939671
title: Table S1 from Meiotic drive mechanisms: lessons from <i>Drosophila</i>.

description: Summary of all known meiotic drive system in <i>Drosophila</i>.
DOI: 10.6084/m9.figshare.13084621.v1
title: Data S4 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Alignment file for RAxML and MrBayes tree of SP6-9 full length sequences across Spiralia
DOI: 10.6084/m9.figshare.13084624.v1
title: Table S4 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Spiralian transcriptomes used with no <i>SP6-9</i> transcript identified
DOI: 10.6084/m9.figshare.13084627.v1
title: Data S9 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Alignment file for MrBayes tree of SP6-9 full length sequences across Annelida
DOI: 10.6084/m9.figshare.13084630.v1
title: Table S2 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: List of sequences used in this study for phylogenetic analysis
DOI: 10.6084/m9.figshare.13084633.v1
title: Data S7 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Alignment file for MrBayes tree of SP6-9 full length sequences across Cephalopoda
DOI: 10.6084/m9.figshare.13084636.v1
title: Data S2 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Nexus tree file for RAxML tree of KLF/SP conserved domains across Metazoa
DOI: 10.6084/m9.figshare.13084639.v1
title: Data S11 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Alignment file for MrBayes tree of SP6-9 full length sequences across Mollusca
DOI: 10.6084/m9.figshare.13084642.v1
title: Data S6 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Nexus tree file for MrBayes tree of SP6-9 full length sequences across Spiralia
DOI: 10.6084/m9.figshare.13084657.v1
title: Data S8 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Nexus tree file for MrBayes tree of SP6-9 full length sequences across Cephalopoda
DOI: 10.6084/m9.figshare.13084663.v1
title: Data S12 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Nexus tree file for MrBayes tree of SP6-9 full length sequences across Mollusca
DOI: 10.6084/m9.figshare.13084660
title: Table S3 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Genomic Coordinates of Spiralian SP6-9 genes from Figure 6
DOI: 10.6084/m9.figshare.13084660.v1
title: Table S3 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Genomic Coordinates of Spiralian SP6-9 genes from Figure 6
DOI: 10.6084/m9.figshare.13084666.v1
title: Data S3 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Nexus tree file for MrBayes tree of KLF/SP conserved domains across Metazoa
DOI: 10.6084/m9.figshare.11145455
title: Plot simulations from The Murphy–Good plot: a better method of analysing field emission data.

description: File contains data relating to simulations of MG and FN plots, in order to investigate precision of extracting characterisation parameters.
DOI: 10.6084/m9.figshare.11145455.v2
title: Plot simulations from The Murphy–Good plot: a better method of analysing field emission data.

description: File contains data relating to simulations of MG and FN plots, in order to investigate precision of extracting characterisation parameters.
DOI: 10.6084/m9.figshare.11145455.v1
title: Plot simulations from The Murphy–Good plot: a better method of analysing field emission data

description: File contains data relating to simulations of MG and FN plots, in order to investigate precision of extracting characterisation parameters.
DOI: 10.6073/pasta/2744d2d8556392eb7c878c6aac96f615
title: Ant Assemblages in Hemlock Removal Experiment at Harvard Forest since 2003

description: Ants comprise a considerable amount of animal biomass in terrestrial ecosystems and play major roles in ecological processes ranging from seed dispersal to soil turnover. Invasion by the hemlock woolly adelgid will transform late-successional hemlock forests into earlier successional mixed hardwood - white pine forests or red-maple wetlands. Understanding how ant assemblages vary in different habitat types allows for predictions of how hemlock decline could alter the composition of ant assemblages, with implications for a wide range of ecosystem processes. As part of the Hemlock Removal Experiment at the Simes Tract, we annually monitor ant species composition and abundance.
DOI: 10.6084/m9.figshare.11378763
title: R code Fig. 1 from Soil microbial community responses to climate extremes: resistance, resilience and transitions to alternative states.

description: Modified Noy Meirs R code
DOI: 10.6084/m9.figshare.11378763.v2
title: R code Fig. 1 from Soil microbial community responses to climate extremes: resistance, resilience and transitions to alternative states.

description: Modified Noy Meirs R code
DOI: 10.6084/m9.figshare.11378763.v1
title: R code Fig.2 from Soil microbial community responses to climate extremes: resistance, resilience and transitions to alternative states

description: Modified Noy Meirs R code
DOI: 10.7910/dvn/btzxqx
title: Replication and Raw Data for: The Impact of Financial Education for Youth in Ghana

description: Governments and non-governmental organizations promote school-based financial literacy programs as means to instill financial behaviors that can persist through adulthood. We conduct a randomized trial of two financial literacy education programs in government-run Ghanaian primary and junior high schools. The first integrated both financial and social education, while the second included only financial education. Our study finds that after nine months, both programs had positive impacts on self-reported savings at school relative to the control group, but there were no statistically significant increases in aggregate savings nor in hypothesized mechanisms such as attitudes, preferences, or knowledge. The financial education-only treatment led to a weakly statistically significant increase in child labor relative to the control group, although the difference in impact between the two treatment groups was not statistically significant. The lack of short-term effects of these programs on financial behaviors and attitudes indicate that alternative program designs should be evaluated to understand whether and how these outcomes can be influenced among students in this age group.
DOI: 10.21227/gdmg-b302
title: CMSO CFAR classifier

description: CMSO CFAR NN classifier
DOI: 10.21227/g4y3-4j42
title: CMSO CFAR classifier

description: CMSO CFAR NN classifier
DOI: 10.5281/zenodo.4085048
title: Euro-Calliope model and results for "Open Source Energiewende" multi-model analysis

description: Contains the model version of Euro-Calliope applied in the multi-model analysis "Open Source Energiewende" and the aggregated results of six scenarios. See `./README.md` for more information.
DOI: 10.5281/zenodo.4085047
title: Euro-Calliope model and results for "Open Source Energiewende" multi-model analysis

description: Contains the model version of Euro-Calliope applied in the multi-model analysis "Open Source Energiewende" and the aggregated results of six scenarios. See `./README.md` for more information.
DOI: 10.15784/601382
title: Stable isotope analysis of multiple tissues from chick carcasses of three pygoscelid penguins in Antarctica

description: Many types of animal tissues are increasingly being used for stable isotope analysis, with their application dependent on the time frame they reflect and their availability for collection. Here, we investigated the isotopic values (δ13C and δ15N) of four tissues (feather, skin, toenail, and bone) collected from fledgling-period chick carcasses of three species of pygoscelid penguins to compare the variability and accuracy of the data among tissues. Samples were collected at 25 de Mayo/King George Island during the 2017/18 austral summer. Chick carcasses are commonly found at active penguin colonies, and “opportunistic sampling” can easily be performed without disturbing nesting penguins. A total of 25–36 carcasses per species were sampled at active colonies of Adélie Pygoscelis adeliae, Gentoo P. papua, and Chinstrap P. antarcticus penguins. A linear mixed model showed that δ13C values varied significantly between tissues, presumably due to tissue-specific isotopic discrimination. In contrast, the only tissue with significantly different δ15N values was toenail. Stable isotope data revealed dietary differences among species, with Gentoo Penguins having higher average isotopic values in tissues compared to Adélie and Chinstrap penguins. In addition, Chinstrap Penguins showed a consistent, but not statistically significant, trend in having higher δ13C values compared to Adélie Penguins. Gentoo Penguins displayed the highest isotopic variability of any species for all tissues. Isotopic composition was most variable in skin in all three species making skin the least reliable tissue for isotope analysis, whereas isotopic values were least variable in toenails. Comparison of isotopic values between two bones (tibiotarsus and coracoid) showed no significant differences in isotopic values, indicating that when the same bone is not available for sampling from carcasses, sampling of any major skeletal element is likely to provide a meaningful comparison. These results allow for more informed opportunistic sampling to accurately estimate and compare penguin diet among species and between ancient and active colonies.
DOI: 10.25387/g3.12674369
title: Supplemental Material for Ishimori et al., 2020

description: Supplementary data for Dissecting the Genetic Architecture of Biofuel-related Traits in a Sorghum Breeding Population
DOI: 10.25387/g3.12674369.v1
title: Supplemental Material for Ishimori et al., 2020

description: Supplementary data for Dissecting the Genetic Architecture of Biofuel-related Traits in a Sorghum Breeding Population
DOI: 10.6084/m9.figshare.13084457
title: R0184_20170825a_videos

description: Rat 0184, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5517/ccdc.csd.cc257qfl
title: CCDC 2003419: Experimental Crystal Structure Determination

description: Related Article: Kuldeep Singh,  Pramod Kumar,  Chenna Jagadeesh,  Manveer Patel,  Dinabandhu Das,  Jaideep Saha|2020|Adv.Synth.Catal.|362|4130|doi:10.1002/adsc.202000815
DOI: 10.5517/ccdc.csd.cc25bf21
title: CCDC 2006012: Experimental Crystal Structure Determination

description: Related Article: Yajun Gao, Mingxing Zhang, Cong Chen, Yong Zhang, Yuming Gu, Qian Wang, Wenwei Zhang, Yi Pan, Jing Ma, Junfeng Bai|2020|Chem.Commun.|56|11985|doi:10.1039/D0CC04543H
DOI: 10.5517/ccdc.csd.cc257m02
title: CCDC 2003313: Experimental Crystal Structure Determination

description: Related Article: Erik Svensson Grape, J. Gabriel Flores, Tania Hidalgo, Eva Martínez-Ahumada, Aída Gutiérrez-Alejandre, Audrey Hautier, Daryl R. Williams, Michael O’Keeffe, Lars Öhrström, Tom Willhammar, Patricia Horcajada, Ilich A. Ibarra, A. Ken Inge|2020|J.Am.Chem.Soc.|142|16795|doi:10.1021/jacs.0c07525
DOI: 10.5519/qd.l833m8l9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5 records)
DOI: 10.5517/ccdc.csd.cc25dn6g
title: CCDC 2008155: Experimental Crystal Structure Determination

description: Related Article: Guijuan Zheng, Abdukriem Kadir, Xiaofeng Zheng, Pengfei Jin, Junjun Liu, Maitinuer Maiwulanjiang, Guangmin Yao, Haji Akber Aisa|2020|Org.Chem.Front.|7|3137|doi:10.1039/D0QO00735H
DOI: 10.5517/ccdc.csd.cc25dn7h
title: CCDC 2008156: Experimental Crystal Structure Determination

description: Related Article: Guijuan Zheng, Abdukriem Kadir, Xiaofeng Zheng, Pengfei Jin, Junjun Liu, Maitinuer Maiwulanjiang, Guangmin Yao, Haji Akber Aisa|2020|Org.Chem.Front.|7|3137|doi:10.1039/D0QO00735H
DOI: 10.5517/ccdc.csd.cc25dn8j
title: CCDC 2008157: Experimental Crystal Structure Determination

description: Related Article: Guijuan Zheng, Abdukriem Kadir, Xiaofeng Zheng, Pengfei Jin, Junjun Liu, Maitinuer Maiwulanjiang, Guangmin Yao, Haji Akber Aisa|2020|Org.Chem.Front.|7|3137|doi:10.1039/D0QO00735H
DOI: 10.5517/ccdc.csd.cc25hqgw
title: CCDC 2011108: Experimental Crystal Structure Determination

description: Related Article: Zili Li, Emily R. R. Mackie, Pria Ramkissoon, Joel C. Mather, Nuchareenat Wiratpruk, Tatiana P. Soares da Costa, Peter J. Barnard|2020|Dalton Trans.|49|12820|doi:10.1039/D0DT02225J
DOI: 10.5517/ccdc.csd.cc25hqhx
title: CCDC 2011109: Experimental Crystal Structure Determination

description: Related Article: Zili Li, Emily R. R. Mackie, Pria Ramkissoon, Joel C. Mather, Nuchareenat Wiratpruk, Tatiana P. Soares da Costa, Peter J. Barnard|2020|Dalton Trans.|49|12820|doi:10.1039/D0DT02225J
DOI: 10.5281/zenodo.3944836
title: Data for: Arctic mid-winter phytoplankton growth revealed by autonomous profilers

description: These two files capture the bulk of the data behind our study "Arctic mid-winter phytoplankton growth revealed by autonomous profilers", published in Science Advances: https://advances.sciencemag.org/content/6/39/eabc2678 Specifically, "Baffin-Bay-2017-19-BGC-floats.csv" contains vertical profiles of optical, biogeochemical, and hydrographic data as sampled by the biogeochemical Argo floats. "Baffin-Bay-2017-19-lightfield-model.csv" contains vertical profiles of daily photosynthetically available radiation as modelled following A. Morel, Light and marine photosynthesis: A spectral model with geochemical and climatological implications. Prog. Oceanogr. 26, 263–306 (1991). These data were sampled by autonomous BGC Argo floats from July 2017 through July 2019 in Baffin Bay, an Arctic sea situated between Nunavut (Canada) and Greenland. Our study makes use of several other ancillary data sets. These are archived together with the complete workflow to produce the analysis and manuscript at doi:10.5281/zenodo.3945046. These data were collected and made freely available by the International Argo Program and the national programs that contribute to it. (http://www.argo.ucsd.edu, http://argo.jcommops.org). The Argo Program is part of the Global Ocean Observing System. See https://doi.org/10.17882/42182
DOI: 10.5281/zenodo.3944835
title: Data for: Arctic mid-winter phytoplankton growth revealed by autonomous profilers

description: These two files capture the bulk of the data behind our study "Arctic mid-winter phytoplankton growth revealed by autonomous profilers", published in Science Advances: https://advances.sciencemag.org/content/6/39/eabc2678 Specifically, "Baffin-Bay-2017-19-BGC-floats.csv" contains vertical profiles of optical, biogeochemical, and hydrographic data as sampled by the biogeochemical Argo floats. "Baffin-Bay-2017-19-lightfield-model.csv" contains vertical profiles of daily photosynthetically available radiation as modelled following A. Morel, Light and marine photosynthesis: A spectral model with geochemical and climatological implications. Prog. Oceanogr. 26, 263–306 (1991). These data were sampled by autonomous BGC Argo floats from July 2017 through July 2019 in Baffin Bay, an Arctic sea situated between Nunavut (Canada) and Greenland. Our study makes use of several other ancillary data sets. These are archived together with the complete workflow to produce the analysis and manuscript at doi:10.5281/zenodo.3945046. These data were collected and made freely available by the International Argo Program and the national programs that contribute to it. (http://www.argo.ucsd.edu, http://argo.jcommops.org). The Argo Program is part of the Global Ocean Observing System. See https://doi.org/10.17882/42182
DOI: 10.6084/m9.figshare.13084457.v1
title: R0184_20170825a_videos

description: Rat 0184, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13084648.v1
title: Data S5 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Nexus tree file for RAxML tree of SP6-9 full length sequences across Spiralia
DOI: 10.6084/m9.figshare.13084654.v1
title: Data S1 from Krüppel-like factor/specificity protein transcription factor evolution in the spiralia and the implications for cephalopod visual system novelties

description: Alignment file for RAxML and MrBayes tree of KLF/SP conserved domains across Metazoa
DOI: 10.21227/38t2-d483
title: BaselineFill

description: Baseline model.NaN filled with adjacent days.Mean of monthly data. Then, extrapolate based on available data each meter.
DOI: 10.5281/zenodo.4085108
title: COVID-19 vaccine candidates: Prediction and validation of 174 novel SARS-CoV-2 epitopes

description: Datasets used in "COVID-19 vaccine candidates: Prediction and validation of 174 novel SARS-CoV-2 epitopes" SARS-CoV-2 peptides predicted to be binders to 11 HLA allotypes. Selected peptides have been measured in a stability assay revealing potential SARS-CoV-2 vaccine targets. File containing all predictions from tested tools. (Please note that not all tools use same measure.)
DOI: 10.5281/zenodo.3965996
title: Representative Structures from Molecular Dynamics Simulations of the Inward Facing and Outward Facing States of LaINDY

description: This upload is a supplementary data set for the following publication: D. B. Sauer, N. Trebesch, J. J. Marden, N. Cocco, J. Song, A. Koide, S. Koide, E. Tajkhorshid, and D.-N. Wang. "Structural basis for the reaction cycle of DASS dicarboxylate transporters." <em>eLife</em>. <strong>9</strong>, e61350. DOI: 10.7554/eLife.61350. Please see the main publication for the methods, analysis, and discussion associated with this data set.
DOI: 10.5281/zenodo.3965995
title: Representative Structures from Molecular Dynamics Simulations of the Inward Facing and Outward Facing States of LaINDY

description: This upload is a supplementary data set for the following publication: D. B. Sauer, N. Trebesch, J. J. Marden, N. Cocco, J. Song, A. Koide, S. Koide, E. Tajkhorshid, and D.-N. Wang. "Structural basis for the reaction cycle of DASS dicarboxylate transporters." <em>eLife</em>. <strong>9</strong>, e61350. DOI: 10.7554/eLife.61350. Please see the main publication for the methods, analysis, and discussion associated with this data set.
DOI: 10.5066/p998cga2
title: Image data and field measurements used to map salmon spawning locations via remote sensing, American River, California, November 5-7, 2018

description: This data release includes images and field measurements used to map chinook salmon spawning locations along the American River near Sacramento, California, via remote sensing; the data were collected November 5-7, 2018. The purpose of this study was to develop and test a spectrally based technique for identifying salmon spawning locations, known as redds, from various types of remotely sensed data. Traditionally, redds have been mapped by eye while walking the bank or from a boat, or by an observer in an aircraft or an interpreter visually examining aerial images. The goal of this proof-of-concept investigation was to assess the potential for more efficient, objective, and automated redd mapping from conventional true color (RGB, or red/green/blue) and hyperspectral images. This parent data release includes links to child pages for several data sets produced during the study: Hyperspectral and RGB (red-green-blue) images acquired from an Unmanned Aircraft System (UAS) over the American River to identify redds and estimate water depth. Field spectra from redds mapped in the field, including spectra for the pot and tail of each redd and the adjacent undisturbed substrate. The data consist of reflectance measurements obtained above the water surface over the wavelength range from 325-1075 nm, along with the spatial coordinates and water depth for the redd. Field measurements of water depth used to produce bathymetric maps from RGB and hyperspectral images. Redd locations mapped in the field. Please refer to the individual child pages for further detail about each data set. Overall, these data were used to assess the potential for identifying salmon spawning locations from various types of remotely sensed data.
DOI: 10.6084/m9.figshare.12728048.v1
title: Cenozoic paleomagnetic results at the Heishiqiu localtiy in the northern Qaidam Basin

description: Cenozoic paleomagnetic results at the Heishiqiu localtiy in the northern Qaidam Basin
DOI: 10.17199/03dd9804-1b04-4d36-b0fb-cf66e9891e7d
title: SANS/Reflectometry

description: SANS/Reflectometry
DOI: 10.21227/kt3r-dg57
title: Baseline1

description: Fill nan with next days
DOI: 10.34740/kaggle/dsv/1556647
title: Amazon Top 50 Bestselling Books 2009 - 2019