cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15151/esrf-es-1581819145
title: Austrian Crystallographic Diffraction Consortium

description: The Austrian Crystallographic Diffraction Consortium (ACDC) BAG aims at supporting several macromolecular structural biology groups across Austria (in total 20 research groups at 9 institutions in 4 cities). We employ mainly the technique of X-ray crystallography to characterize macromolecular biological complexes, but also solution scattering approaches are frequently used to characterize dynamic assemblies. Approval of this BAG will be essential for researchers in all our groups to carry out their structural studies on various health-related and basic research-oriented topics, which are targeted at characterizing large molecular assemblies or proteins currently under-represented in the PDB, including membrane proteins. Corresponding high-resolution diffraction data are only obtainable through the use of synchrotron radiation sources. Thus regular synchrotron access is highly desirable to maintain a competitive advantage in our individual research fields.
DOI: 10.15151/esrf-es-1716045530
title: Serial (SSX): Southampton, Essex, Exeter, KCL, Stockholm Block Allocation Group (BAG)

description: This BAG coordinates work in serial synchrotron crystallography, SSX. The Essex and Southampton groups have excessive experience with this technique and have carried out work at DLS I24 and SACLA. Exeter and KCL have microcrystalline samples that were initially developed for use in microED. The proposal aims at collecting low dose ground states and, if possible, collect dose series and time resolved structures in enzyme and RedOx systems.
For sample preparation including fixed target chip loading and handling microcrystals we require the use of the humidity and temperature controlled sample preparation laboratory next to the ID29 hutch. Proteins are readily crystallise in batch conditions with seeds, and therefore if needed microcrystals could be produced on site during the beamtime. Access to spectroscopy is required, icOS and online.
DOI: 10.15151/esrf-es-1690154078
title: Firing behavior of ceramic slips with/ without the introduction of different ceramic waste materials in the recipe

description: This proposal is aimed at monitor the high temperature evolution of ceramic slip with and without the addition of ceramic waste materials by in-situ X-ray Powder Diffraction technique.
Initially, the ceramic waste materials effect on the reaction scheme will be performed with an “in ramp” from RT to 1200°C. Then the kinetic of some reactions like quartz dissolution, and mullite and glass formation will be observed by isotherms at three temperature of interest (1100, 1150 and 1200°C).
These results will be important to clarify the mechanism at the basis of our promising ex-situ results on the introduction of these waste materials for a more sustainable ceramic.
DOI: 10.5281/zenodo.11612460
title: Mito-omix proteomics sample slides
DOI: 10.5281/zenodo.11612461
title: Mito-omix proteomics sample slides
DOI: 10.15151/esrf-es-1685306625
title: Diffraction studies of relaxation processes in cathode materials for Li-ion batteries

description: Li-ion batteries are the leading technology for electrochemical energy storage, but there are still processes occurring inside the battery, that are not understood, both during cycling and when the battery is resting. One of these processes is the relaxation of the active materials when the cycling is stopped and the battery is resting, which we recently have shown for graphite (Figure 1). It is very likely that similar processes occur for many different battery materials where metastable phases relax into more stable phases as soon as the electrochemistry is paused. These relaxations could occur differently at different cycling rates, and at different state of charge. Studying these processes is crucial for increasing our understanding of data from so called “post mortem” studies in which material is extracted from batteries after stopping cycling. We plan to study the relaxation processes in well-known battery materials like NMC811, NMC611 and NCA at different cycling rates.
DOI: 10.15151/esrf-es-1685310377
title: The stable carbonates in hypercollision zones

description: Experimental studies on high-pressure dolomite breakdown to aragonite + magnesite carried out over the last 20 years have shown discrepancies. As part of the sediment pile, high-pressure marbles are often present in ultra-high-pressure (UHP) terranes that experienced burial to more than 100 km in continent hypercollisions. Since this discovery the potential of carbonate minerals as UHP indicators has been outlined. Therefore, it is fundamental to elucidate this reaction, which has a &gt;2 GPa uncertainty along the fast subduction pressure – temperature path that corresponds to UHP terranes. Here, we propose to bracket the dolomite breakdown reaction using materials that have been previously used for the studies that showed discrepant results. By combining in-situ phase diagram study and structural (ordering) study of the various dolomites, we will elucidate this reaction and to propose a robust guide to interpret high-pressure marble occurrence in continent hypercollision zones.
DOI: 10.15151/esrf-es-1685311408
title: High-pressure chemistry of H-N-F ternary system

description: The high-pressure chemistry of binary N-Hal (Hal = F, Cl, Br, I) and H-Hal systems as well as the ternary H-N-Hal system is yet unknown. Although, the theoretical studies predict the formation of exotic H-Hal and N-Hal compounds at 20-180 GPa. Ammonium fluoride NH4F is a promising candidate to be used as a precursor for the synthesis of N-F, H-F, and H-N-F compounds. However, its stability and chemical reactivity under high-pressure high-temperature conditions has not been studied yet. 
Here, we propose a single-crystal X-ray diffraction study of the H-N-F system at pressures up to 120 GPa at ID11. Ammonium fluoride NH4F and its mixture with N- or F-bearing precursor will be the objects of the proposed study. The aims of the proposed experiments are a synthesis of new N-F, H-F, and H-N-F compounds at megabar pressure, characterization of their crystal chemistry and behavior upon decompression, tests of theoretical predictions, and search for regularities in high-pressure chemistry.
DOI: 10.15468/dl.zkaax7
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stellaria chilensis Pedersen)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 312 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088549-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm5cbt
title: Occurrence Download

description: A dataset containing 5149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rubus arcticus L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5149 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088550-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e206302
title: Data for "Banking on Railroads: The Effect of Market Access on Banking Provision During the Gilded Age" (Economic History Review)

description: This folder contains the data and code required to reproduce the results from "Banking on Railroads: the Effect of Market Access on Banking Provision During the Gilded Age" in the Economic History Review.<br>
DOI: 10.3886/e206302v1
title: Data for "Banking on Railroads: The Effect of Market Access on Banking Provision During the Gilded Age" (Economic History Review)

description: This folder contains the data and code required to reproduce the results from "Banking on Railroads: the Effect of Market Access on Banking Provision During the Gilded Age" in the Economic History Review.<br>
DOI: 10.6084/m9.figshare.25860559.v1
title: Rational Kriging

description: This article proposes a new kriging that has a rational form. It is shown that the generalized least squares estimator of the mean from rational kriging is much more well behaved than that of ordinary kriging. Parameter estimation and uncertainty quantification for rational kriging are proposed using a Gaussian process framework. A generalized version of rational kriging is also proposed, which includes ordinary and rational kriging as special cases. Extensive simulations carried out over a wide class of functions show that the generalized rational kriging performs on par or better than both ordinary and rational kriging in terms of prediction and uncertainty quantification. The only extra step needed for generalized rational kriging over ordinary kriging is the computation of Perron eigenvector of an augmented correlation matrix which can be computed in near linear time and therefore, its overall computational complexity is no more than that of ordinary kriging. The potential applications of the new kriging methods in the emulation of computationally expensive models and model calibration problems are illustrated with real and simulated examples.
DOI: 10.15468/dl.3jjb9w
title: Occurrence Download

description: A dataset containing 65993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tillandsia recurvata (L.) L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65993 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088537-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygrfab
title: Occurrence Download

description: A dataset listing the 839 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((39.34021 22.87702,39.32724 22.8972,39.08797 22.77829,39.06275 22.73505,39.13842 22.6637,39.284 22.72784,39.39354 22.80856,39.34021 22.87702))"
 ]
}

 The dataset's 839 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088545-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tk59au
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arenaria macrosepala Boiss.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088551-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12170309
title: Raw Price Index Data from Conab on Sugar, Fed Cattle, Coffee, and Soybean

description: Data for the full series of the Sugar, Fed Cattle, Coffee, and Soybean Price Indexes were extracted from the Conab Database, covering the year of 2023. Reproduction of the data in non-commercial circumstances is allowed. Sale of the provided information is prohibited.
DOI: 10.5281/zenodo.12170310
title: Raw Price Index Data from Conab on Sugar, Fed Cattle, Coffee, and Soybean

description: Data for the full series of the Sugar, Fed Cattle, Coffee, and Soybean Price Indexes were extracted from the Conab Database, covering the year of 2023. Reproduction of the data in non-commercial circumstances is allowed. Sale of the provided information is prohibited.
DOI: 10.15468/dl.h7e2ds
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gypsophila viscosa Murray)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088553-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.macwa9
title: Occurrence Download

description: A dataset containing 1606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tillandsia bulbosa Hook.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1606 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088552-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxt3yf
title: Occurrence Download

description: A dataset containing 1203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene aegyptiaca (L.) L.fil.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1203 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088554-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12205916
title: Cloud-resolving model for machine learning buoyant cloudy updraught

description: Atmospheric model data from simulations carried out using the Unified Model nesting suite u-cj161.

This repository includes scripts to perform all the required steps.

Retrieval of the model output files from the archive: ml_cape_pdf_1_retrieve_lam_files.py 

Coarse-graining of the 1.5 km atmospheric model data to a series of different "global model" resolutions by calculating mean profiles of key thermodynamic variables and the calculation of the fraction of that coarse-volume in which the 1.5 km pixels meet the criterion of being bouyant cloudy updraughts: ml_cape_pdf_2d_coarse_grain_bcu.py 

Subsampling to rebalance the data set since so much of the raw data consists of examples of no convectie activity: ml_cape_pdf_3e_sub_sample_bcu.py 

There was too much data to process all the raw data in one go, so it was done is several steps. There is then a need to join multiple files together: ml_cape_pdf_3g_stitch_together_bcu_files.py 

The data is on the Unified Model L70 grid (counting from the bottom up), but the goal is to deploy the machine-learnt algorithm on the E3SM grid (72 levels counting from the top down), so some regirddign is required: ml_cape_pdf_3h_regrid_um_to_e3sm.py 

Training of 1 two-headed 1d CNN is done using: ml_cape_pdf_4c_bcu_cnn.py 

Evaluation against witheld data is done using: ml_cape_pdf_5b_validate_BCU.py
DOI: 10.5281/zenodo.12205917
title: Cloud-resolving model for machine learning buoyant cloudy updraught

description: Atmospheric model data from simulations carried out using the Unified Model nesting suite u-cj161.

This repository includes scripts to perform all the required steps.

Retrieval of the model output files from the archive: ml_cape_pdf_1_retrieve_lam_files.py 

Coarse-graining of the 1.5 km atmospheric model data to a series of different "global model" resolutions by calculating mean profiles of key thermodynamic variables and the calculation of the fraction of that coarse-volume in which the 1.5 km pixels meet the criterion of being bouyant cloudy updraughts: ml_cape_pdf_2d_coarse_grain_bcu.py 

Subsampling to rebalance the data set since so much of the raw data consists of examples of no convectie activity: ml_cape_pdf_3e_sub_sample_bcu.py 

There was too much data to process all the raw data in one go, so it was done is several steps. There is then a need to join multiple files together: ml_cape_pdf_3g_stitch_together_bcu_files.py 

The data is on the Unified Model L70 grid (counting from the bottom up), but the goal is to deploy the machine-learnt algorithm on the E3SM grid (72 levels counting from the top down), so some regirddign is required: ml_cape_pdf_3h_regrid_um_to_e3sm.py 

Training of 1 two-headed 1d CNN is done using: ml_cape_pdf_4c_bcu_cnn.py 

Evaluation against witheld data is done using: ml_cape_pdf_5b_validate_BCU.py
DOI: 10.15468/dl.s3tsxy
title: Occurrence Download

description: A dataset containing 35187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tillandsia juncea (Ruiz & Pav.) Poir.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35187 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088555-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpgpds
title: Occurrence Download

description: A dataset containing 1454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene nemoralis Waldst. & Kit.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1454 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088556-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.857ab4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gypsophila papillosa Porta)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088558-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrh8rv
title: Occurrence Download

description: A dataset containing 6979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tillandsia fasciculata Sw.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6979 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088557-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1119870
title: Data from a Construction Integrated Recording (Pleistocene) at Sedrup Farm, Buckinghamshire, 2022 (HS2 Phase One)

description: This collection comprises site records (trench sheets, GIS data and site photos) produced during the test pitting carried out by MOLA at Sedrup Farm, Buckinghamshire in May 2022.
DOI: 10.48597/g5q3-nenx
title: Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell
DOI: 10.15468/dl.ajfqm6
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene micropetala Lag.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 235 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088559-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyxxqd
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochagavia litoralis (Phil.) Zizka, Trumpler & Zöllner)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088561-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/2tfs-s6y3
title: Measurement of Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell
DOI: 10.5281/zenodo.12206177
title: SalData
DOI: 10.5281/zenodo.12206178
title: SalData
DOI: 10.15468/dl.z393nt
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene lydia Boiss.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088562-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8fbm5
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochagavia carnea (Beer) L.B.Sm. & Looser)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 123 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088563-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10849376
title: gridsat_cropped

description: Contains GridSat-B1 data cropped around the tropical cyclones found in IBTrACS (only for the cyclones that have a WMO_WIND field in IBTrACS). The dimension of the crop is 750 km by 750 km.
DOI: 10.15468/dl.quke8e
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gypsophila cerastoides D.Don)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088564-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56hwf2
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene linicola C.C.Gmel.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088566-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/j56q-gs5s
title: Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell
DOI: 10.48597/pb9n-pgg3
title: Measurement of Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell
DOI: 10.15468/dl.gmvy69
title: Occurrence Download

description: A dataset containing 1936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aechmea bracteata (Sw.) Griseb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1936 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088565-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11393806
title: Power Quality Disturbance Training Data for Compression tasks
DOI: 10.5281/zenodo.11393807
title: Power Quality Disturbance Training Data for Compression tasks
DOI: 10.15468/dl.8emxa4
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aechmea weilbachii Didr.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088569-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/sje9-gefe
title: Measurement of Cesium at Harwell

description: Measurement of Cesium at Harwell