cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e121521v1
title: Data and Code for: Feedbacks: Financial Markets and Economic Activity

description: Is credit expansion a sign of desirable financial deepening or the prelude to an<br>inevitable bust? We study this question in modern US data using a structural VAR model of 10 monthly-frequency variables, identified by heteroskedasticity. Negative reduced-form responses of output to credit growth are caused by endogenous monetary policy response to credit expansion shocks. On average, credit and output growth remain positively associ-ated. “Financial stress” shocks to credit spreads cause declines in output and credit levels. Neither credit aggregates nor spreads provide much advance warning of the 2008-9 crisis, but spreads improve within-crisis forecasts.<br><br><br>
DOI: 10.3886/e130605
title: Data and Code for: Can Network Theory-based Targeting Increase Technology Adoption?

description: Can targeting information to network-central farmers induce more adoption of a new agricultural technology? By combining social network data and a field experiment in 200 villages in Malawi, we find that targeting central farmers is important to spur the diffusion process. We also provide evidence of one explanation for why centrality matters: a diffusion process governed by complex contagion. Our results are consistent with a model in which many farmers need to learn from multiple people before they adopt themselves. This means that without proper targeting of information, the diffusion process can stall and technology adoption remains perpetually low.
description: The study used a clustered randomization at the village level. Randomization was stratified by district, and implemented using a re-randomization procedure which checked balance on three village-level covariates: percent of village using compost at baseline; percent village using fertilizer at baseline, and percent of village using pit planting at baseline.
description: Adult farmers living in 200 villages (approximately 5,600 households) in 3 Malawian districts with largely semi-arid climates (Machinga, Mwanza, and Nkhotakota). Smallest Geographic Unit: Village
description: face-to-face interview; on-site questionnaire;
DOI: 10.3886/e130605v1
title: Data and Code for: Can Network Theory-based Targeting Increase Technology Adoption?

description: Can targeting information to network-central farmers induce more adoption of a new agricultural technology? By combining social network data and a field experiment in 200 villages in Malawi, we find that targeting central farmers is important to spur the diffusion process. We also provide evidence of one explanation for why centrality matters: a diffusion process governed by complex contagion. Our results are consistent with a model in which many farmers need to learn from multiple people before they adopt themselves. This means that without proper targeting of information, the diffusion process can stall and technology adoption remains perpetually low.
description: The study used a clustered randomization at the village level. Randomization was stratified by district, and implemented using a re-randomization procedure which checked balance on three village-level covariates: percent of village using compost at baseline; percent village using fertilizer at baseline, and percent of village using pit planting at baseline.
description: Adult farmers living in 200 villages (approximately 5,600 households) in 3 Malawian districts with largely semi-arid climates (Machinga, Mwanza, and Nkhotakota). Smallest Geographic Unit: Village
description: face-to-face interview; on-site questionnaire;
DOI: 10.3886/e130802
title: Data and Code for: Digitization and Pre-Purchase Information: The Causal and Welfare Effects of Reviews and Crowd Ratings

description: Data and code for the following project: Digitization and Pre-Purchase Information: The Causal and Welfare Effects of Reviews and Crowd Ratings<br><br>AbstractDigitization has led to many new creative products, straining the capacity of professional critics and consumers. Yet, the digitization of retailing has also delivered new crowd-based sources of pre-purchase information. We compare the relative impacts of professional critics and crowd-based Amazon star ratings on consumer welfare in book publishing. Using various fixed effects and discontinuity-based empirical strategies, we estimate their causal impacts on sales. We use these causal estimates to calibrate a structural demand model. The aggregate effect of star ratings on consumer surplus is, in our baseline estimates, more than ten times the effect of traditional review outlets.
description: See the README file.
DOI: 10.3886/e130802v1
title: Data and Code for: Digitization and Pre-Purchase Information: The Causal and Welfare Effects of Reviews and Crowd Ratings

description: Data and code for the following project: Digitization and Pre-Purchase Information: The Causal and Welfare Effects of Reviews and Crowd Ratings<br><br>AbstractDigitization has led to many new creative products, straining the capacity of professional critics and consumers. Yet, the digitization of retailing has also delivered new crowd-based sources of pre-purchase information. We compare the relative impacts of professional critics and crowd-based Amazon star ratings on consumer welfare in book publishing. Using various fixed effects and discontinuity-based empirical strategies, we estimate their causal impacts on sales. We use these causal estimates to calibrate a structural demand model. The aggregate effect of star ratings on consumer surplus is, in our baseline estimates, more than ten times the effect of traditional review outlets.
description: See the README file.
DOI: 10.3886/e130544
title: Data and Code for: Can Policy Change Culture? Government Pension Plans and Traditional Kinship Practices

description: Policies may change the incentives that allow cultural practices to persist. To test this, I study matrilocality and patrilocality, kinship traditions that determine daughters’ and sons’ post-marriage residences and thus, which gender lives with and supports parents in their old age. Two separate policy experiments in Ghana and Indonesia show that pension policies reduce the practice of these traditions. I also show that these traditions incentivize parents to invest in the education of children who traditionally co-reside with them. Consequently, when pension plans change cultural practices, they also reduce educational investment. This finding further demonstrates that policy can change culture.Keywords: cultural transmission, cultural change, kinship traditions, intergenerational transfers.<br><br>
description: Census data constitute random samples of all individuals in Indonesia and Ghana in the census years.
DOI: 10.3886/e128201
title: Data and Code for: Types of Contact: A Field Experiment on Collaborative and Adversarial Caste Integration

description: I estimate the effects of collaborative and adversarial intergroup contact. I randomly assigned Indian men from different castes to participate in cricket leagues or to serve as a control group. League players faced variation in collaborative contact, through random assignment to homogeneous-caste or mixed-caste teams, and adversarial contact, through random assignment of opponents. Collaborative contact increases cross-caste friendships and efficiency in trade, and reduces own-caste favoritism. In contrast, adversarial contact generally reduces cross-caste interaction and efficiency. League participation reduces intergroup differences, suggesting that the positive aspects of intergroup contact more than offset the negative aspects in this setting.
description: 1261 men participated, with 800 randomly assigned to the cricket leagues
description: Men aged 14 to 30.
DOI: 10.3886/e128201v1
title: Data and Code for: Types of Contact: A Field Experiment on Collaborative and Adversarial Caste Integration

description: I estimate the effects of collaborative and adversarial intergroup contact. I randomly assigned Indian men from different castes to participate in cricket leagues or to serve as a control group. League players faced variation in collaborative contact, through random assignment to homogeneous-caste or mixed-caste teams, and adversarial contact, through random assignment of opponents. Collaborative contact increases cross-caste friendships and efficiency in trade, and reduces own-caste favoritism. In contrast, adversarial contact generally reduces cross-caste interaction and efficiency. League participation reduces intergroup differences, suggesting that the positive aspects of intergroup contact more than offset the negative aspects in this setting.
description: 1261 men participated, with 800 randomly assigned to the cricket leagues
description: Men aged 14 to 30.
DOI: 10.6084/m9.figshare.13277564
title: Supplementary material

description: Wencker et al. 2021, Phylogenetic value of jaw elements of lacertid lizards (Squamata:Lacertoidea): a case study with Oligocene material from France, supporting information (https://doi.org/10.1111/cla.12460)<br>
DOI: 10.6084/m9.figshare.13277564.v2
title: Supplementary material

description: Wencker et al. 2021, Phylogenetic value of jaw elements of lacertid lizards (Squamata:Lacertoidea): a case study with Oligocene material from France, supporting information (https://doi.org/10.1111/cla.12460)<br>
DOI: 10.6084/m9.figshare.13277564.v1
title: Supplementary material

description: Wencker et al. 2021, Phylogenetic value of jaw elements of lacertid lizards (Squamata:Lacertoidea): a case study with Oligocene material from France, supporting information (https://doi.org/10.1111/cla.12460)<br>
DOI: 10.6084/m9.figshare.14664252
title: tb.bw

description: file test USC CSC
DOI: 10.6084/m9.figshare.14664252.v2
title: tb.bw

description: file test USC CSC
DOI: 10.6084/m9.figshare.14664252.v1
title: tb.bw

description: file test USC CSC
DOI: 10.15129/8001a316-d1e8-4158-b90b-d24193f41535
title: Data for: "Automated Alignment in Mask-Free Photolithography Enabled by Micro-LED Arrays"

description: This data is a series of images that have been taken via a CCD camera in the process of automated alignment. There are four folders in this data, each containing a series of .jpg images, taken to work out the alignment position of the red bead in the image. Masks are applied to the original images, leading to two sets of images at the same position - masked and unmasked. The last folder shows the full led array used for alignment, with every pixel turned on.
DOI: 10.5281/zenodo.4783406
title: Stellar mass and star formation rate within a billion light-years

description: Tables 1-5 of the paper entitled "Stellar Mass and Star Formation Rate within a Billion Light-Years" are available in machine readable format, together with a ReadMe file in CDS format. The python script loads Table 5 and displays the stellar mass density inferred in a volume of 200 Mpc size. Interactive versions of the six figures shown in Appendix C of the above mentioned article are also available in html format, as generated from a similar script.
DOI: 10.6084/m9.figshare.12656165.v17
title: COVID-19 Case Reports in China

description: Chinese prefectural level governments started to report daily confirmed COVID-19 cases online, starting from January 2020. The disclosures may contain the mobility, potential exposure scenario, epidemiological characteristics, and other useful information of individual cases. We organized a group of content coders since early March 2020, kept monitoring the information updates, manually extracted useful information from the public disclosures, and compiled these datasets.We welcome any form of collaborations with us and non-commercial reuse of our dataset. We highly encourage interested parties to examine the data, report errors in our coding, and help us to keep the data updated.The detailed data description can be found on SSRN preprint server https://dx.doi.org/10.2139/ssrn.3705815.
DOI: 10.5525/gla.researchdata.1149
title: OPEN-BIOset: A dataset of microscope images collected using the OpenFlexure Delta Stage Microscope

description: The dataset is an open access collection of images, produced as a testing set for machine learning algorithms. The images are of biological samples, taken from a 3D printed microscope (OpenFlexure Delta Stage microscopes). The dataset is organised into multiple folders of individual samples.
DOI: 10.5281/zenodo.4780649
title: MD simulation trajectories for paper "Binding of regulatory proteins to nucleosomes is modulated by dynamic histone tails"

description: The dataset includes all the MD simulation trajectories for the paper "Binding of regulatory proteins to nucleosomes is modulated by dynamic histone tails". amber_OPC.zip contains the trajectories from simulation runs using AMBER forcefield and OPC water model. charmm_TIP3P.zip contains the trajectories from simulation runs using CHARMM forcefield and TIP3P water model.
DOI: 10.5281/zenodo.4771269
title: MD simulation trajectories for paper "Binding of regulatory proteins to nucleosomes is modulated by dynamic histone tails"

description: The dataset includes all the MD simulation trajectories for the paper "Binding of regulatory proteins to nucleosomes is modulated by dynamic histone tails". amber_OPC.zip contains the trajectories from simulation runs using AMBER forcefield and OPC water model. charmm_TIP3P.zip contains the trajectories from simulation runs using CHARMM forcefield and TIP3P water model.
DOI: 10.6084/m9.figshare.14665245
title: Combined_data_aborigin.sav

description: Aboriginal data from Bangladesh
DOI: 10.6084/m9.figshare.14665245.v1
title: Combined_data_aborigin.sav

description: Aboriginal data from Bangladesh
DOI: 10.7284/133788
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise NBP1902 using a Hawaii UHDAS instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133798
title: Multiplexed data collected during research cruise NBP1902 using a HOBI HydroDAS instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133802
title: Expendable Probe data collected during research cruise NBP1902 using a Sippican MK12 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133800
title: GNSS (Global Navigation Satellite System) data collected during research cruise NBP1902 using a Furuno GP-330B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133786
title: Gravimeter data collected during research cruise NBP1902 using a Bell BGM-3 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133801
title: Gyrocompass data collected during research cruise NBP1902 using a Yokogawa CMZ700B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133785
title: INS (Inertial Navigation System) data collected during research cruise NBP1902 using a Kongsberg Seapath 200 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133799
title: INS (Inertial Navigation System) data collected during research cruise NBP1902 using a Kongsberg Seapath 330+ instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133791
title: Meteorological Station data collected during research cruise NBP1902 using a USAP RVDAS Metstation instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133793
title: Multibeam Echosounder data collected during research cruise NBP1902 using a Kongsberg EM122 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133795
title: Multibeam Echosounder data collected during research cruise NBP1902 using a Kongsberg EM122 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133789
title: pCO2 (Partial Pressure of Carbon Dioxide) data collected during research cruise NBP1902 using a LDEO pCO2 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133792
title: Radiometer data collected during research cruise NBP1902 using a Biospherical GUV-2511 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133787
title: Singlebeam Echosounder data collected during research cruise NBP1902 using a Knudsen 3260 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133819
title: Singlebeam Echosounder data collected during research cruise NBP1902 using a Knudsen 3260 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133797
title: Water Temperature data collected during research cruise NBP1902 using a Sea-Bird SBE-38 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133794
title: TSG (Thermosalinograph) data collected during research cruise NBP1902 using a Sea-Bird SBE-45 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133796
title: TSG (Thermosalinograph) data collected during research cruise NBP1902 using a Sea-Bird SBE-45 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133803
title: Winch data collected during research cruise NBP1902 using a Markey DUSH-5 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133804
title: Winch data collected during research cruise NBP1902 using a Markey DUSH-5-5 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/133805
title: Winch data collected during research cruise NBP1902 using a Markey DUSH-9-11 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141259
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE20-15 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141260
title: Fluorometer data collected during research cruise PE20-15 using a WET Labs ECO-FL instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141258
title: GNSS (Global Navigation Satellite System) data collected during research cruise PE20-15 using a Ashtech ADU800 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141261
title: Gyrocompass data collected during research cruise PE20-15 using a Sperry NAVIGAT X MK 1 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141263
title: Meteorological Station data collected during research cruise PE20-15 using a RM Young 92000 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141256
title: Transmissometer data collected during research cruise PE20-15 using a WET Labs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141255
title: TSG (Thermosalinograph) data collected during research cruise PE20-15 using a Sea-Bird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5066/p9fkj2at
title: Arctic Bathymetry (batharcst)

description: https://pubs.usgs.gov/dds/dds-060/
DOI: 10.6084/m9.figshare.12162255
title: Do community seed banks contribute to the social-ecological resilience of communities? A case-study from western Guatemala

description: Community seed banks (CSBs) are initiatives to support the conservation and use of diverse crops though locally rooted collective action. The impact of CSBs is assumed to be complex, but has not been investigated in detail. Our study addresses this gap by analysing the impact of CSBs using social-ecological resilience as theoretical framework. We focus on the western highlands of Guatemala where CSBs have been implemented since 2009. We used qualitative and quantitative methods of data collection and analysis, including focus groups, participatory workshops, and structured and semi-structured interviews conducted in the local communities with CSB members and non-members. Our results indicate that CSBs contributed to increased seed exchanges, improved access to novel crop diversity, more saving of traditional varieties, and greater information and knowledge access, use and exchange. These effects strengthened the social-ecological resilience of the local communities. The scope of action of the CSBs, however, was constrained by wider socio-economic trends, including social divisions, out-migration of youth, and a change in livelihood strategies. We conclude that for CSBs to effectively strengthen social-ecological resilience in the future, they should be continuously adapted to the local context. Conceptually, our findings call for the further evolution of the CSB concept.
DOI: 10.6084/m9.figshare.12162255.v2
title: Do community seed banks contribute to the social-ecological resilience of communities? A case-study from western Guatemala

description: Community seed banks (CSBs) are initiatives to support the conservation and use of diverse crops though locally rooted collective action. The impact of CSBs is assumed to be complex, but has not been investigated in detail. Our study addresses this gap by analysing the impact of CSBs using social-ecological resilience as theoretical framework. We focus on the western highlands of Guatemala where CSBs have been implemented since 2009. We used qualitative and quantitative methods of data collection and analysis, including focus groups, participatory workshops, and structured and semi-structured interviews conducted in the local communities with CSB members and non-members. Our results indicate that CSBs contributed to increased seed exchanges, improved access to novel crop diversity, more saving of traditional varieties, and greater information and knowledge access, use and exchange. These effects strengthened the social-ecological resilience of the local communities. The scope of action of the CSBs, however, was constrained by wider socio-economic trends, including social divisions, out-migration of youth, and a change in livelihood strategies. We conclude that for CSBs to effectively strengthen social-ecological resilience in the future, they should be continuously adapted to the local context. Conceptually, our findings call for the further evolution of the CSB concept.