cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6djjztkpxs.1
title: Measurements of flow patterns, sediment transport, and morphological change in two very sharp bends of the Middle Yangtze River

description: We investigated the morphological changes, patterns of mean flow, secondary flow, and sediment transport around two very sharp bends in the Middle Yangtze River based on field campagns.  We found that the deformation pattern is characterized by erosion of point bars and deposition of outer-bank benches, and the patterns of primary and secondary flow and sediment transport in the sharp bends undergoing significant morphological changes differ from those bends that of equilibrium river systems. The velocity data shows the ADCP measured 3D velocities (X,Y,Z) at 12 transects of the sharp bends of QGL and GYZ in the MYR.  The sediment data shows the transport rates and median diameters of suspended and bed sediments and suspended sediment concentrations at 12 measured transects.  The measurements of long-term morphorlogical change includes the cross-sectional profiles of 4 typical cross sections and the deformation depth duiring the period 2002-2018 around the QGL and GYZ bends. The deformation depth are shown with the tif-format  (deformation depth (2002-2018)), which can be viewed in the open-source software QGIS planform (https://www.qgis.org/en/site/).
DOI: 10.17632/bbb9xbpv22.3
title: Seasonal landcover variation and environmental modeling data

description: This study evaluated the use of Dynamic World landcover imagery in hydrologic and water quality models. Data and model outputs for this study are available for download here, including for the landcover and hydrologic analyses. A README.txt file is included with references for publicly available datasets and reproducing the analyses. Scripts to process the data can be accessed on GitHub at https://github.com/Danmyers901/Calibration/tree/master/Landcover.
DOI: 10.18112/openneuro.ds000117.v1.0.5
title: Multisubject, multimodal face processing
DOI: 10.18140/flx/1440052
title: FLUXNET2015 CA-TP3 Ontario - Turkey Point 1974 Plantation White Pine

description: This is the FLUXNET2015 version of the carbon flux data for the site CA-TP3 Ontario - Turkey Point 1974 Plantation White Pine.
DOI: 10.18140/flx/1440106
title: FLUXNET2015 US-Twt Twitchell Island

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Twt Twitchell Island.
DOI: 10.18140/flx/1440186
title: FLUXNET2015 SD-Dem Demokeya

description: This is the FLUXNET2015 version of the carbon flux data for the site SD-Dem Demokeya.
DOI: 10.18434/mds2-3020
title: Data for: "Apportionment and Inventory Optimization of Agriculture and Energy Sector Methane Emissions using Multi-month Trace Gas Measurements in Northern Colorado"
DOI: 10.21335/nmdc-1271328906
title: Hydrographic and geochemical observations in the Nordic Seas between 1950 and 2019

description: This data set is a collection of publicly available hydrographic and geochemical observations in and around the Nordic Seas, within the domain 50-90˚N and 45˚W-45˚E, over the period 1950-2019. It consists of vertical profiles of temperature, salinity, oxygen, nitrate, and phosphate mainly collected by shipboard CTDs and water bottles, as well as Argo float profiles. All observations were combined into a single data set and quality controlled as described in Brakstad et al., (2023) (https://doi.org/10.1016/j.pocean.2023.102981). The quality control involves removing duplicates between the source archives, erroneous profiles, density inversions, and outliers. The final quality-controlled data set consists of 608 804 hydrographic profiles and 330 026 geochemical profiles, that can be easily accessed for any water mass analyses in the Nordic Seas.
DOI: 10.26025/1912/29583
title: Data to accompany “Direct observation of wave-coherent pressure work in the atmospheric boundary layer”

description: As described in the methods section of “Direct Observation of Wave-coherent Pressure Work in the Atmospheric Boundary Layer”: Measurements were made from an open-lattice steel tower deployed in roughly 13 m water depth in Buzzards Bay, MA. Buzzards Bay is a 48 km by 12 km basin open on the SW side to Rhode Island Sound. The average depth is 11 m, with a tide range of 1 to 1.5 m, depending on the neap/spring cycles. Winds in Buzzards Bay are frequently aligned on the long-axis (from the NE or SW), and are commonly strong, particularly in the fall and winter. The tower was deployed near the center of the bay at 41.577638 N, 70.745555 W for a spring deployment lasting from April 12, 2022 to June 13th, 2022. Atmospheric measurements included three primary instrument booms that housed paired sonic anemometers (RM Young 81000RE) and high-resolution pressure sensors (Paros Scientific). The pressure sensor intakes were terminated with static pressure heads, which reduce the dynamic pressure contribution to the measured (static) pressure. The tower booms were aligned at 280 degrees such that the NE and SW winds would be unobstructed by the tower's main body. A fourth sonic anemometer (Gill R3) was extended above the tower such that it was open to all wind directions and clear of wake by the tower structure. A single point lidar (Riegl LD90-3i) was mounted to the highest boom, such that the lidar measured the water surface elevation underneath the anemometer and pressure sensors to within a few centimeters horizontally. All instruments were time synchronized with a custom "miniNode" flux logger, that aggregated the data streams from each instrument. Additional atmospheric and wave measurements on the tower included short-wave and long-wave radiometers (Kipp & Zonen), two RH/T sensors (Vaisala), and a standard lower-resolution barometer (Setra).
DOI: 10.5067/gpm/mhs/noaa19/1c/07
title: GPM MHS on NOAA-19 Common Calibrated Brightness Temperatures L1C 1.5 hours 17 km V07
DOI: 10.5067/gpm/ssmis/f16/1c/07
title: GPM SSMIS on F16 Common Calibrated Brightness Temperatures L1C 1.5 hours 12 km V07
DOI: 10.5281/zenodo.10000327
title: AVHIRO Output

description: AVHIRO output from 2011 day 261.
DOI: 10.5281/zenodo.10009510
title: Data supporting 'The Response of Midlatitude Surface Temperature Persistence to Arctic Sea-Ice Loss' by Neil T Lewis, William J M Seviour, Hannah E Roberts-Straw, and James A Screen.

description: Data supporting Lewis et al., 2023. The Response of Midlatitude Surface Temperature Persistence to Arctic Sea-Ice Loss. Submitted to Geophysical Research Letters.
All model output is contained within the folder data/. All data is in NetCDF format.
The folder data/PAMIP/ contains output from coupled AOGCMs that contributed piArcSIC and futArcSIC timeslice runs to PAMIP. The AOGCMS present are: HadGEM3-GC31-MM, IPSL-CM6A-LR, CESM2-WACCM6, and CESM-WACCM-SC. For each model + run, two data files are included. One contains the autocorrelation of surface temperature, at 5, 10, and 15 day lags. The second contains the frequency and duration of persistent extremes (as defined in Lewis et al., 2023).
Additional output is included in data/PAMIP/ from extended pdSIC-ext and futArcSIC-ext experiments run using CNRM-CM6-1. For each run, a file containing the autocorrelation of surface temperature (as above) is included.
The folder data/CMIP/ contains output from CMIP6 historical/SSP585 runs using three of the models listed above: HadGEM3-GC31-MM, IPSL-CM6A-LR, and CESM2-WACCM6. For each model, 'pre-industrial' and 'future' output is available. Output in these files was computed from 30-year time-periods, subsampled from the historical/SSP585 runs, selected so that the 30-year average sea-ice area matched that in the corresponding PAMIP runs above. For each model and time period, two data files are included. One contains the autocorrelation of surface temperature, at 5, 10, and 15 day lags. The second contains the frequency and duration of persistent extremes (as defined in Lewis et al., 2023).
Output is also included in data/CMIP/ from CNRM-CM6-1 'present day' and 'future' time periods, selected to match the sea-ice area in the CNRM -ext PAMIP runs. For this model, output files contain the autocorrelation of surface temperaure.
DOI: 10.5281/zenodo.10199339
title: Clogging and Unclogging of Fine Particles in Porous Media: Micromechanical Insights from an Analog Pore System

description: Contain data for supporting and replicating the article results
DOI: 10.5281/zenodo.10458186
title: 30-Year Canadian Fire Weather Index Simulations over Europe: CMIP6-Informed Temperature and Precipitation Perturbations

description: The dataset integrates a 30-year Canadian Fire Weather Index (FWI), generated using the Global ECMWF Fire Forecast model, forced by ERA5 reanalysis data (1981-2010). These simulations incorporate perturbations in temperature and precipitation forcings based on CMIP6 climate projections under the SSP2-4.5 medium mitigation scenario. The perturbed forcings were produced by modifying the daily temperature and precipitation data from ERA5 for the period of control from 1980 to 2010, using monthly factors that were estimated from a combination of climate change signals obtained from CMIP6 multi-model simulations, along with mean annual perturbations. The perturbation for temperature was constructed as an additive factor, varying from 0°C to 5°C with an increment of 1°C, added to the projected temperature under the SSP2-4.5 climate scenario. The perturbation for precipitation was constructed as a multiplicative factor, ranging from 0.6 to 1.6 with an increment of 0.2. The dataset offers daily FWI values across Europe, with a 31 km resolution, for each perturbation scenario over three decades.
DOI: 10.5281/zenodo.7948891
title: Quantifying Interseismic Volume Strain from Chemical Mass-Balance Analysis in Tectonic Mélanges

description: Here, we present element concentrations in scaly fabrics, mudstone protoliths, and mineral veins of six tectonic mélanges units in the Cretaceous Shimanto belt and three mélanges units in the Kodiak accretionary complex measured with LA-ICPMS. We then employed chemical mass-balance analysis utilizing this dataset to quantify the strain related to mass transfer along the plate interface. The ensuing results, presented in this report, reveal a notable distinction in average volumetric strain between individual scaly fabrics of the Lower Mugi and Makimine mélanges, which experienced temperatures near the updip and downdip isotherms bounding the seismogenic zone, respectively. To gain further insights, we combined image analysis techniques to integrate the strain over specific areas of interest. Additionally, we compared the volume loss in scaly fabrics with the volume gain, which was represented by the proportion of mineral veins in those areas. The findings indicate a growing discrepancy between volume loss and volume gain in mélanges with higher paleotemperature records.
DOI: 10.5281/zenodo.8312797
title: Codes and data for: Spatial Relationships between Coseismic Slip, Aseismic Afterslip, and On-fault Aftershock Density in Continental Earthquakes

description: This code is an accompanyment to the paper: Spatial Relationships between Coseismic Slip, Aseismic Afterslip, and On-fault Aftershock Density in Continental Earthquakes. The code serves to allow reproduction of figures in the paper, and the repository also serves as a store for the data analysed. Readers are welcome to edit/adapt/incorporate the code freely, but please cite our paper. Use of, or reference to, any of the datasets included here should also be accompanied by a reference to the original source (i.e. the work by the original authors), which can be found in our paper. The code should be run sequentially and is not unbreakable, please take care. The methods outlined in the paper give a guide to the workflow, please contact me should you have additional questions. DATA (also referenced in the accompanying paper): Seismic catalogs are provided pre-processed in the folder 'catalogs'. These originate from: The Northern California Earthquake Catalog (NCEC) (Waldhauser & Schaff, 2008; Waldhauser, 2009) The California Integrated catalog by the Southern California Seismic Network (SCSN) (SCEDC, 2013) The International Seismological Centre Bulletin (ISC) Slip models (coseismic slip and afterslip) are provided in the folder 'SlipModels': Many of these are availible freely online and are referenced in the accompanying paper Additional coseismic slip models are availible from the SRCMOD database (Mai & Thingbaijam, 2014) Chris Rollins (the El Mayor Cucapah afterslip paper) and Daniele Cheloni (the L'Aquila afterslip paper) were kind enough to allow me to include their models in this repository. Again, we thank the following individuals who provided, or helped find, coseismic and afterslip models: Roland B ̈urgmann, Daniele Cheloni, Nicola D’Agostino, Semih Ergintav, Wangpeng Feng, Elizabeth Hearn, Junle Jiang, Fred Pollitz, Chris Rollins, Elisa Trasatti, Kang Wang, Sam Wimpenny, and Han Yue.
DOI: 10.6084/m9.figshare.24534922.v2
title: A Comparison of Laboratory and Field Measurements of Whitecap Foam Evolution from Breaking Waves

description: Sufficiently energetic breaking ocean waves produce distinctive visible foam signatures on the water surface called whitecaps. The mixture of surface whitecap foam cells, and sub-surface bubbles, results in the broad-band scattering of light that allow whitecaps to be measured with optical cameras. In this paper the temporal evolution of whitecap foam area from laboratory and oceanic breaking waves is compared. When appropriately scaled, the foam area time series for both laboratory and oceanic breaking waves follow similar trends, despite occurring in vastly different settings. Distinct similarities of the signature of foam stabilisation due to the presence of surfactants in the controlled laboratory experiments are also found in the field suggesting foam stabilisation may be a means to remotely sense the presence/absence or concentration of surfactants in the ocean. In addition, probability density distributions of key whitecap variables such as foam area growth and decay timescales and maximum foam area are compared between laboratory and oceanic whitecaps. The oceanic whitecaps are much larger in scale than the laboratory breaking waves, whereas the whitecap growth and decay timescales are similar in magnitude, the latter suggesting that the depths to which bubbles are injected during active air entrainment in the field are relatively shallow. The aggregated whitecap statistics are used to estimate the energy dissipation of individual whitecaps in a novel manner.
DOI: 10.17190/amf/1832162
title: AmeriFlux FLUXNET-1F US-NGB NGEE Arctic Barrow

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-NGB NGEE Arctic Barrow. This is the FLUXNET version of the carbon flux data for the site US-NGB NGEE Arctic Barrow produced by applying the standard ONEFlux (1F) software. Site Description - The ecosystem is an Arctic coastal tundra. This site measures greenhouse gasses and meteorological variables at the Barrow Environmental Observatory (BEO) as part of the Next-Generation Ecosystem Experiment - Arctic.
DOI: 10.17632/r89zy3y657.1
title: On solving system of DAEs using ADM

description: Examples for solving system of differential-algebraic equations (DAEs) of second order.
DOI: 10.18140/flx/1440053
title: FLUXNET2015 CA-TP4 Ontario - Turkey Point 1939 Plantation White Pine

description: This is the FLUXNET2015 version of the carbon flux data for the site CA-TP4 Ontario - Turkey Point 1939 Plantation White Pine.
DOI: 10.18140/flx/1440067
title: FLUXNET2015 US-Atq Atqasuk

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Atq Atqasuk.
DOI: 10.18140/flx/1440073
title: FLUXNET2015 US-Ivo Ivotuk

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Ivo Ivotuk.
DOI: 10.18140/flx/1440112
title: FLUXNET2015 CA-TPD Ontario - Turkey Point Mature Deciduous

description: This is the FLUXNET2015 version of the carbon flux data for the site CA-TPD Ontario - Turkey Point Mature Deciduous.
DOI: 10.18140/flx/1440228
title: FLUXNET2015 FI-Lom Lompolojankka

description: This is the FLUXNET2015 version of the carbon flux data for the site FI-Lom Lompolojankka.
DOI: 10.5067/gpm/atms/noaa20/1c/07
title: GPM ATMS on NOAA-20 Common Calibrated Brightness Temperatures L1C 1.5 hours 17 km V07
DOI: 10.5067/gpm/atms/npp/1c/07
title: GPM ATMS on SUOMI-NPP Common Calibrated Brightness Temperature L1C 1.5 hours 16 km V07
DOI: 10.5067/gpm/ssmis/f18/1c/07
title: GPM SSMIS on F18 Common Calibrated Brightness Temperatures L1C 1.5 hours 12 km V07
DOI: 10.5203/lwbin.ceos.2014.2
title: Lake Winnipeg Watershed Basemap Layers
DOI: 10.5281/zenodo.10129930
title: Reproduction Package (VirtualBox Image) for the POPL 2024 Article `Enhanced Enumeration Techniques for Syntax-Guided Synthesis of Bit-Vector Manipulations`

description: This is the artifact for the ACM PACMPL article Enhanced Enumeration Techniques for Syntax-Guided Synthesis of Bit-Vector Manipulations. We provide our artifact as an easy-to-use VirtualBox image, which contains the benchmarks, our tools for bit-vector synthesis, and the scripts for generating the results showcased in the paper.
DOI: 10.5281/zenodo.10213358
title: Model data for normal modes of poloidal field line oscillations
DOI: 10.5281/zenodo.6345400
title: Modeling methyl-sensitive transcription factor motifs with an expanded epigenetic alphabet: transcription factor preferences

description: The main output of our analysis, as a raw dataset. This data was used to create the plots depicting transcription factor preferences across our paper, including for our treemaps.
DOI: 10.5281/zenodo.8330819
title: Dryland aridity

description: <strong>Dryland aridity during Pliocene warmth</strong>
DOI: 10.6084/m9.figshare.704754
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.704833
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.704834
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.5281/zenodo.10445768
title: Supporting data—Heterogeneous basal thermal conditions underpinning the Adélie-George V Coast, East Antarctica

description: Processed data and logistic regression analysis results from manuscript: Dawson et al., 2024, Heterogeneous basal thermal conditions underpinning the Adélie-George V Coast, East Antarctica, GRL. Refer to the README for more information on each file.
DOI: 10.5281/zenodo.8160394
title: Arc_Width

description: data of arc
DOI: 10.6084/m9.figshare.704755
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.5281/zenodo.8256907
title: Raman Spectroscopy of Monolayer to Bulk PtSe2 Exfoliated Crystals - Supporting data

description: Data supporting the findings of the publication: M. Tharrault, E. Desgué, D. Carisetti, B. Plaçais, C. Voisin, P. Legagneux, and E. Baudin, Raman spectroscopy of monolayer to bulk ptse2 exfoliated crystals (2023), arXiv:2307.15520. Files available: "Procedure.txt": detailed experimental protocol "sample_name spectrum.csv": the Raman spectra data files, one per sample "sample_name parameters.csv": the Raman spectra fit parameters data files, one per sample "Number of layers attribution.txt": the layer count of each sample
DOI: 10.18712/nsd-nsd2750-v1
title: Norwegian Part of ISSP, Religion, 2018

description: This survey is carried out on the basis of the research collaboration in "The International Social Survey Programme" (ISSP). ISSP is an international organisation that prepares and coordinates annual surveys in its member countries, mainly within the fields of political science and sociology. The topic of the surveys varies, but are repeated at intervals of a few years. In this way, changes in behavioral patterns and attitudes over time as well as differences between countries and cultures, are possible to be detected and measured. NSD became a member of ISSP in 1989 and have since been responsible for carrying out the surveys in Norway. ISSP «Religion» was conducted in 1991, 1998, 2008 and 2018, and NSD has participated all the times.
DOI: 10.22002/d1.20186
title: The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior

description: Real-world behavior is often shaped by complex interactions between multiple agents. To scalably study multi-agent behavior, advances in unsupervised and self-supervised learning have enabled many different behavioral representations to be learned from trajectory data. However, such representation learning approaches are generally evaluated on specific datasets and tasks, and it is difficult to compare methods quantitatively to measure progress on representations for behavior analysis. We aim to address this by introducing a large-scale, multi-agent trajectory dataset from real-world behavioral neuroscience experiments that covers a range of behavior analysis tasks. Our dataset consists of common model organisms (mice and flies) in a variety of settings (different strains, lengths of interaction, optogenetic and thermogenetic stimulation), with a subset consisting of expert-annotated behavior labels. Improvements on our dataset corresponds to behavioral representations that work across multiple organisms and is able to capture differences for common behavior analysis tasks.

Sample Python notebooks and evaluator to use our dataset is available at: https://www.aicrowd.com/challenges/multi-agent-behavior-challenge-2022
DOI: 10.3886/e194003v1
title: Data and Code for: Distinguishing Common Ratio Preferences from Common Ratio Effects Using Paired Valuation Tasks

description: Without strong assumptions about how noise manifests in choices, we can infer little from existing empirical observations of the common ratio effect (CRE) about whether there exists an underlying common ratio preference (CRP). We propose to solve this inferential challenge using paired valuations, which yield valid inference under common assumptions. Using this approach in an online experiment with 900 participants, we find no evidence of a systematic CRP. To reconcile our findings with existing evidence, we present the same participants with paired choice tasks and demonstrate how noise can generate a CRE even for individuals without an associated CRP.
description: Response Rates: 900 out of 908 respondents who began the survey completed it.
description: Standard sample on Prolific.co
description: Prolific Respondents who meet the following eligibility criteria: <br>At least a high school educationBetween the ages of 18 and 31Living in the United States or Western EuropeMinimum Prolific approval rating of 99 percentFluent in EnglishCompleted 50 to 1,000 previous submissions.<br>.
description: web-based survey;
DOI: 10.5281/zenodo.10055741
title: A systems analysis of sustainability impacts of agricultural policies in India - R script and supporting files

description: This includes : 

two R scripts used to implement the model (residue_burning. R) and generate results (residue_burning_calls.R)
three supporting .csv files used in the R scripts above
DOI: 10.5281/zenodo.10084712
title: Repository for adjoint convolution analysis of sea level variations near Charleston and Nantucket

description: This repository contains adjoint sensitivity, forcing, and example adjoint-convolution script to reconstruct sea level variations near Charleston and Nantucket.
DOI: 10.5281/zenodo.8106272
title: Supplementary data for "Buoyant impact melts on ancient Mars"

description: MELTS inputs and lookup tables used to determine melt fraction, composition, and density for impact partial melts on Mars.