cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10018397
title: Mixing ratios of sulfur hexafluoride (SF6) in the upper troposphere

description: The dataset contains observations of of sulfur hexafluoride (SF6) in the upper troposphere. Measurements were performed with gas chromatopgraphy coupled with electron capture detectors either employing airborne fast in-situ onboard instrumentation or offline post-flight analysis based on airborne flask sample collection. Mixing ratios are reported on the WMO X2014 scale. Accompanying data comprise measurements of maxing ratios of carbon monoxide, nitrous oxide, and ozone. Data were attributed to the upper troposphere (as opposed to the lowermost stratosphere) based on these three compounds as decribed in 
Schuck, T. J., Degen, J., Hintsa, E., Hoor, P., Jesswein, M., Keber, T., Kunkel, D., Moore, F., Obersteiner, F., Rigby, M., Wagenhäuser, T., Western, L. M., Zahn, A., and Engel, A.: The interhemispheric gradient of SF6 in the upper troposphere, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2023-1824, 2023. 
Observations were performed during the following aircraft research missions:
IAGOS-CARIBIC (CARIBIC-2), http://www.caribic-atmospheric.com/ (instrument caribic_lab_GC_ECD)HALO (A-DLR) missions TACTS (2012) and SouthTRAC (2019) (instrument ghost_ecd)NASA Atmospheric Tomography Mission (ATom), https://espo.nasa.gov/atom/content/ATom, (instrument atom_ucats)HIAPER Pole-to-Pole Observations (HIPPO), https://www.eol.ucar.edu/content/about-hippo, (instrument hippo_ucats)
DOI: 10.5281/zenodo.10018398
title: Mixing ratios of sulfur hexafluoride (SF6) in the upper troposphere

description: The dataset contains observations of of sulfur hexafluoride (SF6) in the upper troposphere. Measurements were performed with gas chromatopgraphy coupled with electron capture detectors either employing airborne fast in-situ onboard instrumentation or offline post-flight analysis based on airborne flask sample collection. Mixing ratios are reported on the WMO X2014 scale. Accompanying data comprise measurements of maxing ratios of carbon monoxide, nitrous oxide, and ozone. Data were attributed to the upper troposphere (as opposed to the lowermost stratosphere) based on these three compounds as decribed in 
Schuck, T. J., Degen, J., Hintsa, E., Hoor, P., Jesswein, M., Keber, T., Kunkel, D., Moore, F., Obersteiner, F., Rigby, M., Wagenhäuser, T., Western, L. M., Zahn, A., and Engel, A.: The interhemispheric gradient of SF6 in the upper troposphere, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2023-1824, 2023. 
Observations were performed during the following aircraft research missions:
IAGOS-CARIBIC (CARIBIC-2), http://www.caribic-atmospheric.com/ (instrument caribic_lab_GC_ECD)HALO (A-DLR) missions TACTS (2012) and SouthTRAC (2019) (instrument ghost_ecd)NASA Atmospheric Tomography Mission (ATom), https://espo.nasa.gov/atom/content/ATom, (instrument atom_ucats)HIAPER Pole-to-Pole Observations (HIPPO), https://www.eol.ucar.edu/content/about-hippo, (instrument hippo_ucats)
DOI: 10.5281/zenodo.2555063
title: Material Intensity Research Database v1.0.2

description: This database contains data on material intensity of buildings as hosted on https://github.com/nheeren/material_intensity_db It accompanies a Data Descriptor article in the journal Scientific Data. 

It is a database seed that can be extended for further infrastructure in the future. The initial database version was assembled (seeded) by Heeren and Fishman (submitted). The publication provides some analysis of the data and discusses a number of applications for the database.

This repository corresponds to the 1.0.2 release version: https://github.com/nheeren/material_intensity_db/releases/tag/v1.0.2

Please use the Data Descriptor article DOI when citing this dataset.
DOI: 10.34740/kaggle/dsv/6972068
title: Health Workforce Shortage Areas
DOI: 10.34740/kaggle/dsv/6972082
title: AutoXGB
DOI: 10.34740/kaggle/dsv/6972083
title: OnlineFree
DOI: 10.6084/m9.figshare.23694729
title: <b>Improved chromosome-level genome assembly of Indian sandalwood (</b><b><i>Santalum album</i></b><b>)</b>

description: <b>Improved chromosome-level genome assembly of Indian sandalwood (</b><b><i>Santalum album</i></b><b>)</b>
DOI: 10.5281/zenodo.10131653
title: FAO-SEPAL_Peatland restoration activities 8

description: Observing and verifying canal blocking and backfilling
DOI: 10.5281/zenodo.10131654
title: FAO-SEPAL_Peatland restoration activities 8

description: Observing and verifying canal blocking and backfilling
DOI: 10.6084/m9.figshare.23684235
title: Verbatim Transcripts for Professional Identity Formation of Indonesian UME study

description: A collection of interviews from 8 participants involved in PIF study conducted in one of a private catholic school in Indonesia. The data is in Bahasa Indonesia. The data was purposefully not translated into English to preserve the nuance and participants' actual perceptions of their professional identity formation experience.
DOI: 10.34740/kaggle/dsv/6972142
title: 🤗 Complete HuggingFace model catalogue
DOI: 10.34740/kaggle/dsv/6972156
title: Egypt Gold Prices | Daily Updated
DOI: 10.5281/zenodo.10131507
title: Стоячая волна и нейтрино

description: Приводится решение уравнений Максвелла в виде цилиндрической волны. Показывается, что в определенных условиях такая волна не движется, но вращается вокруг своей оси и может быть отождествлена с неподвижным, но вращающимся массивным цилиндром. Показывается, что может существовать пара таких цилиндров, которые образуют частицу, состоящую из двух частей, вращающихся в разные стороны. Предлагается рассматривать нейтрино, как такую частицу. Такая частица имеет массу покоя, что согласуется с экспериментами. В отличии от этого существующая теория утверждает, что у нейтрино нулевая масса покоя.
DOI: 10.5281/zenodo.10131508
title: Стоячая волна и нейтрино

description: Приводится решение уравнений Максвелла в виде цилиндрической волны. Показывается, что в определенных условиях такая волна не движется, но вращается вокруг своей оси и может быть отождествлена с неподвижным, но вращающимся массивным цилиндром. Показывается, что может существовать пара таких цилиндров, которые образуют частицу, состоящую из двух частей, вращающихся в разные стороны. Предлагается рассматривать нейтрино, как такую частицу. Такая частица имеет массу покоя, что согласуется с экспериментами. В отличии от этого существующая теория утверждает, что у нейтрино нулевая масса покоя.
DOI: 10.25345/c5ns0m82b
title: MassIVE MSV000093402 - First start using this tool. There are many mistake, hope someone who find mistake can forgive
title: this is the first start using this tool.so,it has many big problem.
DOI: 10.5281/zenodo.10131631
title: TOF data set

description: Complementary Time of Flight data to: 10.5281/zenodo.6611419Published in article: Technique for the measurement of intrinsic pulse-shape discrimination for organic scintillators using tagged neutrons, https://doi.org/10.1016/j.nima.2022.167141
Files:

data_load.py - python script with examples on how to load and visualize the data.
processing_library.py - a library with functions used to load and manipulate data.
NE213A_data.pkl - TOF data for NE213A scintillator in pickle format data to be opened with pandas (50 hour total)
EJ305_data.pkl - TOF data for EJ305 scintillator in pickle format data to be opened with pandas (50 hour total)
The data is sorted in to event-by-event into the following columns:

samples_ch1 - an array with the waveform in units of ns.
qdc_lg_ch1 - integrated pulse values over 500 ns gate
qdc_sg_ch1 - integrated pulse values over 60 ns gate
tof_ch2 - time-of-flight data in units of seconds. Distance given in article.
tofE_ch2 - kinetic energy of neutron converted from TOF tof_ch2 data, in units of MeV.
DOI: 10.5281/zenodo.10131632
title: TOF data set

description: Complementary Time of Flight data to: 10.5281/zenodo.6611419Published in article: Technique for the measurement of intrinsic pulse-shape discrimination for organic scintillators using tagged neutrons, https://doi.org/10.1016/j.nima.2022.167141
Files:

data_load.py - python script with examples on how to load and visualize the data.
processing_library.py - a library with functions used to load and manipulate data.
NE213A_data.pkl - TOF data for NE213A scintillator in pickle format data to be opened with pandas (50 hour total)
EJ305_data.pkl - TOF data for EJ305 scintillator in pickle format data to be opened with pandas (50 hour total)
The data is sorted in to event-by-event into the following columns:

samples_ch1 - an array with the waveform in units of ns.
qdc_lg_ch1 - integrated pulse values over 500 ns gate
qdc_sg_ch1 - integrated pulse values over 60 ns gate
tof_ch2 - time-of-flight data in units of seconds. Distance given in article.
tofE_ch2 - kinetic energy of neutron converted from TOF tof_ch2 data, in units of MeV.
DOI: 10.3334/cdiac/cli.ndp019
title: Long-Term Daily and Monthly Climate Records from Stations Across the Contiguous United States (U.S.Historical Climatology Network) (NDP-019)

description: The United States Historical Climatology Network (USHCN) is a high-quality data set of daily and monthly records of basic meteorological variables from 1218 observing stations across the 48 contiguous United States. Daily data include observations of maximum and minimum temperature, precipitation amount, snowfall amount, and snow depth; monthly data consist of monthly-averaged maximum, minimum, and mean temperature and total monthly precipitation. Most of these stations are U.S. Cooperative Observing Network stations located generally in rural locations, while some are National Weather Service First-Order stations that are often located in more urbanized environments. The USHCN has been developed over the years at the National Oceanic and Atmospheric Administration's (NOAA) National Climatic Data Center (NCDC) to assist in the detection of regional climate change. Furthermore, it has been widely used in analyzing U.S. climte. The period of record varies for each station. USHCN stations were chosen using a number of criteria including length of record, percent of missing data, number of station moves and other station changes that may affect data homogeneity, and resulting network spatial coverage. Collaboration between NCDC and CDIAC on the USHCN project dates to the 1980s (Quinlan et al. 1987). At that time, in response to the need for an accurate, unbiased, modern historical climate record for the United States, the Global Change Research Program of the U.S. Department of Energy and NCDC chose a network of 1219 stations in the contiguous United States that would become a key baseline data set for monitoring U.S. climate. This initial USHCN data set contained monthly data and was made available free of charge from CDIAC. Since then it has been comprehensively updated several times [e.g., Karl et al. (1990) and Easterling et al. (1996)]. The initial USHCN daily data set was made available through CDIAC via Hughes et al. (1992) and contained a 138-station subset of the USHCN. This product was updated by Easterling et al. (1999) and expanded to include 1062 stations. In 2009 the daily USHCN dataset was expanded to include all 1218 stations in the USHCN.
DOI: 10.5281/zenodo.5126973
title: "Albedo effect" experiment

description: This dataset is relative to the "albedo effect" experiment that has been carried out in the winter 2016/2017 in Balme, Turin, Italy, during project MeteoMet 2. <br> The experiment consists in two measurement points, 20 m apart, in an open flat field, each hosting 6 different meteorological temperature sensors and shields in a pair, so that each of the systems in one measurement point has an identical twin in the other measurement point. Each measurement point also hosts an albedometer to measure incident and reflected radiation and hygrometers. In a third measurement point, wind speed is measured.<br> The difference between the two main measurement points is that on point "a", snow was left for the whole winter, while on point "b" it was removed in 4 occasions (30 November, 22 December 2016, 20 January and 23 February 2017). The height of the snow never exceeded 40 cm.
DOI: 10.17632/w6h39xdj6c.1
title: ASSESSMENT OF TREATMENT EFFICIENCY BY NON-ENERGY CONSUMING AERATION SYSTEM FOR FAECAL SLUDGE MANAGEMENT IN AN EMERGENCY HUMAN SETTLEMENT IN BANGLADESH

description: Rohingya issue is the world’s fastest growing force displacement crisis. Around 8,99,349 Rohingya people have been driven to seek sanctuary in Bangladesh. In this high densely populated emergency settlement, management of faecal sludge is now-a-days becoming a great challenge with the limited resources and space. Wastewater treatment is an indispensable part of faecal sludge management. This study was carried out to identify the wastewater treatment efficiency of the up-flow filtration system with constructed wetland. 

15 samples in total were collected from the treatment plant. Total five sample collection points that were raw wastewater, the outlet point of 1st, 2nd and 3rd filter chamber, the outlet point of constructed wetland of the treatment plant. Samples were collected from each point in three consecutive days. Nine parameters of each samples were analyzed in the laboratory. With the help of the literature review, those parameters were selected. For the characterization of FS as well as wastewater, parameters include inorganic, solids concentration, biological constitutes, nutrients and pathogens should be considered (Henze & Comeau, 2008; Niwagaba et al., 2014; Tchobanoglous et al., 2000). Total suspended and dissolved solid as solids concentration; Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD), Total Nitrogen (TN), Ammonia (NH3), Nitrate (NO3-), Total Kjeldahl Nitrogen (TKN), Total Phosphorus (TP) and Phosphate (PO43+) as nutrients are mentioned as important for the characterization of domestic wastewater (Negwamba & Dinka, 2019; Dawood et al. 2017; Hegazy and Gawad, 2016; Kulkarni et al. 2018). From the background study, BOD, COD, pH, EC, nitrate, ammonia, phosphate, TDS and TSS were measured in this study for the assessment of the performance of the treatment plants. 

The treatment plant was found good at the removal of excess nutrients though NH3 concentration was not within the standard limit. However, the nutrient removal percentages were high in comparison with other parameters. BOD5 concentration of the final treated water were high that is almost twice than the DoE permissible limit. It is due to that no complete biological unit was present in the treatment process Though the BOD5/COD value of raw wastewater was good enough for treatment. A very partial anaerobic process might happen both in the filtration chamber and constructed wetland. Conventional biological process consumes energy and costs to maintain and operate which is not sustainable in the context of Rohingya emergency settlement. In this study, considering the crisis of energy, a non-energy consuming aeration system has been recommended to incorporate into the existing treatment process. This aeration system has been analyzed theoretically and found efficient to improve the water quality.
DOI: 10.25810/07vs-qg71
title: Supplement to Virtual Mapping and analytical data integration: A teaching module using Precambrian crystalline basement in Colorado's Front Range (USA)

description: The COVID-19 pandemic hindered the ability to conduct field geology courses in a hands-on and boots-on traditional manner. In response, we designed a multi-part virtual field module that encompasses many of the basic requirements of an advanced field exercise, including designing a mapping strategy, collecting and processing field observations, synthesizing data from field-based and laboratory analyses, and communicating the results to a broad audience. For the mapping exercise, which is set in deformed Proterozoic crystalline basement exposed in the Front Range of Colorado (USA), student groups make daily navigational decisions and choose stations based on topographic maps, Google Earth satellite imagery, and iterative geological reasoning. For each station, students receive outcrop descriptions, measurements, and photographs from which they input field data and create geologic maps using StraboSpot. Building on the mapping exercise, student groups then choose from six supplements, including advanced field structure, microstructure, metamorphic petrology, and several geochronological datasets. Because scientific projects rarely end when the mapping is complete, the students are challenged to see how samples and analytical data may commonly be collected and integrated with field observations to produce a more holistic understanding of the geological history of the field area. While a virtual course cannot replace the actual field experience, modules like the one shared here can successfully address, or even improve on, some of the key learning objectives that are common to field-based capstone experiences, while also fostering a more accessible and inclusive learning environment for all students.
DOI: 10.6073/pasta/b418701259e674a8a89c8a2ba4ff6d6f
title: Eight Mile Lake Research Watershed, Carbon in Permafrost Experimental Heating Research (CiPEHR): Compiled Half-Hourly Dataset, 2009-2021

description: The Carbon in Permafrost Experimental Heating Research (CiPEHR) project addresses the following questions: 1) Does ecosystem warming cause a net release of C from the ecosystem to the atmosphere?, 2) Does the decomposition of old C, that comprises the bulk of the soil C pool, influence ecosystem C loss?, and 3) How do winter and summer warming alone, and in combination, affect ecosystem C exchange? We are answering these questions using a combination of field and laboratory experiments to measure ecosystem carbon balance and radiocarbon isotope ratios at a warming experiment located in an upland tundra field site near Healy, Alaska in the foothills of the Alaska Range.
DOI: 10.5281/zenodo.8266620
title: Demographic rates of 165 tree species in a moist tropical forest

description: Mortality, recruitment and growth rates of 165 tree species on Barro Colorado Island from 1990 to 2014. The demographic rates are calculated based on the BCI (Barro Colorado Island) plot data. For more information on the BCI plot data, please see https://doi.org/10.15146/5xcp-0d46 (Condit et al., 2019). Reference: Condit, R. et al. (2019). Complete data from the Barro Colorado 50-ha plot: 423617 trees, 35 years, Dryad, Dataset, https://doi.org/10.15146/5xcp-0d46. For more information on the calculation of demographic rates, please see https://doi.org/10.1111/1365-2435.14424.
DOI: 10.17632/k793ybxx7t.1
title: OpenSign - Kinect V2 Hand Gesture Data - American Sign Language

description: The attached file is a sample video of 10 volunteers who recorded 10 static gestures from American Sign Language. The dataset actually contains RGB and registered depth images in png and bin formats respectively. The letters/numbers taken from American Sign Language are A, F, D, L, 7, 5, 2, W, Y, None. Please contact osamazhar[at]yahoo[dot[.com to get complete data.
DOI: 10.23721/100/1504313
title: VirusShare Dataset

description: The VirusShare dataset is a repository of malware samples to provide security researchers, incident responders, forensic analysts, and the morbidly curious access to samples of live malicious code.
DOI: 10.5281/zenodo.7865397
title: WACCMX STORM QUIET TIME EDENS AND EXB

description: This dataset is the WACCM-X model data for November 3 and 4 2021. It shows the electron density and E x B drift variation between 20:00 and 23:00 UT for both days.
description: E X B DRIFT, ELECTRON DENSITY
DOI: 10.5281/zenodo.8324726
title: Effects of proportion of host trees in forest stands on infestation intensity by the invasive oak lace bug, Corythucha arcuata (Say)

description: In a joint study in five Central and Southeastern European countries, we studied the effect of tree species richness on leaf damage caused by oak lace bug, <em>Corythucha arcuata</em> (Say) (Heteroptera, Tingidae), an invasive pest on oak trees that has spread rapidly across the Balkan Peninsula and Central Europe. Intensity of infestation by <em>C. arcuata</em> on oaks was assessed on three or four study plots with high and three or four plots with low percentage of oak in each country.
DOI: 10.5285/3bd7221d4844435dad2fa030f26ab5fd
title: MIDAS Open: UK hourly weather observation data, v202107

description: The UK hourly weather observation data contain meteorological values measured on an hourly time scale. The measurements of the concrete state, wind speed and direction, cloud type and amount, visibility, and temperature were recorded by observation stations operated by the Met Office across the UK and transmitted within SYNOP, DLY3208, AWSHRLY and NCM messages. The sunshine duration measurements were transmitted in the HSUN3445 message. The data spans from 1875 to 2020. This version supersedes the previous version of this dataset and a change log is available in the archive, and in the linked documentation for this record, detailing the differences between this version and the previous version. The change logs detail new, replaced and removed data. Of particular note, however, is that as well as including data for 2020, historical data recovery has added further data for Eskdalemuir (1914-1944) and Eastbourne (1887-1910). For details on observing practice see the message type information in the MIDAS User Guide linked from this record and relevant sections for parameter types. This dataset is part of the Midas-open dataset collection made available by the Met Office under the UK Open Government Licence, containing only UK mainland land surface observations owned or operated by Met Office. It is a subset of the fuller, restricted Met Office Integrated Data Archive System (MIDAS) Land and Marine Surface Stations dataset, also available through the Centre for Environmental Data Analysis - see the related dataset section on this record. Note, METAR message types are not included in the Open version of this dataset. Those data may be accessed via the full MIDAS hourly weather data.
DOI: 10.7265/n5028pq3
title: Daily Gridded North American Snow, Temperature, and Precipitation, 1959-2009
DOI: 10.11578/1969730
title: American Heart Association Protein Atlas Portal for Accelerated Drug Discovery

description: The American Heart Association's Protein Atlas Data Portal is a cutting-edge, open-source atlas of the structural determinants of the binding of drugs to (all of) their target proteins as an unbiased means to accelerate drug discovery. The portal will provide researchers with access to comprehensive data that can help increase the selection of effective drugs and cut the time-to-market of new drugs by half.
DOI: 10.18170/dvn/yuf4a2
title: Garnet in granitoids

description: A dataset of garnet compositions in different subtypes of garnet-bearing (S-type) granitoids.
DOI: 10.21232/hbgmytyz
title: Leaf spectra of boreal tree species from Alberta potted tree experiment

description: null
DOI: 10.26007/k216-0131
title: New Horizons (NH) Geology and Geophysical Maps, Derived from the LOng-Range Reconnaissance Imager (LORRI) and the Multispectral Visible Imaging Camera (MVIC) Data, Version 1.0

description: This data set contains the New Horizons Pluto Encounter geology and geophysics science theme team derived mosaics, topographic and bond albedo maps for Pluto and Charon. Detailed, high-quality global mosaics of Pluto and Pluto's largest moon Charon, were assembled from nearly all of the highest-resolution images obtained by the Long-Range Reconnaissance Imager (LORRI) and the Multispectral Visible Imaging Camera (MVIC) on New Horizons. The mosaics are the most detailed and comprehensive global view yet of the surfaces of Pluto and Charon using New Horizons data. Standing out on Charon is an enormous trough at least 350 kilometers long, and reaching 14 kilometers deep - more than seven times as deep as the Grand Canyon. The mosaics are available in Equirectangular projection at an equatorial pixel scale of 300 meters per pixel.