cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7011837
title: WaterBench-Iowa: A Large-scale Benchmark Dataset for Data-Driven Streamflow Forecasting

description: WaterBench-Iowa is a comprehensive benchmark dataset for streamflow forecasting. It follows FAIR data principles that are prepared with a focus on convenience for utilizing in data-driven and machine learning studies and provides benchmark performance for state-of-art deep learning architectures on the dataset for comparative analysis. By aggregating the datasets of streamflow, precipitation, watershed area, slope, soil types, and evapotranspiration from federal agencies and state organizations (i.e., NASA, NOAA, USGS, and Iowa Flood Center), we provided the WaterBench for hourly streamflow forecast studies. This dataset has a high temporal and spatial resolution with rich metadata and relational information, which can be used for varieties of deep learning and machine learning research. To some extent, WaterBench makes up for the lack of a unified benchmark in earth science research. We highly encourage researchers to use the WaterBench for deep learning research in hydrology.
description: Please cite as: Demir, I., Xiang, Z., Demiray, B. and Sit, M., 2022. WaterBench: A Large-scale Benchmark Dataset for Data-Driven Streamflow Forecasting. Earth System Science Data Discussions, pp.1-19.
DOI: 10.5281/zenodo.7011838
title: WaterBench-Iowa: A Large-scale Benchmark Dataset for Data-Driven Streamflow Forecasting

description: WaterBench is a comprehensive benchmark dataset for streamflow forecasting. It follows FAIR data principles that are prepared with a focus on convenience for utilizing in data-driven and machine learning studies and provides benchmark performance for state-of-art deep learning architectures on the dataset for comparative analysis. By aggregating the datasets of streamflow, precipitation, watershed area, slope, soil types, and evapotranspiration from federal agencies and state organizations (i.e., NASA, NOAA, USGS, and Iowa Flood Center), we provided the WaterBench for hourly streamflow forecast studies. This dataset has a high temporal and spatial resolution with rich metadata and relational information, which can be used for varieties of deep learning and machine learning research. To some extent, WaterBench makes up for the lack of a unified benchmark in earth science research. We highly encourage researchers to use the WaterBench for deep learning research in hydrology.
description: Please cite as: Demir, I., Xiang, Z., Demiray, B. and Sit, M., 2022. WaterBench: A Large-scale Benchmark Dataset for Data-Driven Streamflow Forecasting. Earth System Science Data Discussions, pp.1-19.
DOI: 10.5519/qd.e2m3e7sa
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (26 records)
DOI: 10.21227/aj3s-ya20
title: Finite-Time Output-Feedback Formation Control for High-Order Nonlinear Multiagent Systems With Obstacle Avoidance

description: This paper investigates the finite-time formation control problem for high-order nonlinear multiagent systems (MASs) with consideration of obstacle avoidance, unmeasurable states and dead-zone input. A neural networks  k-filter observer is designed to estimate the unmeasurable states and cope with the problem of dead-zone input. Also, by using a tangent type Lyapunov barrier function (LBF), the obstacle avoidance mission can be completed for MASs without dynamic mismatching. Then, combining finite-time method and the backstepping theory, an output-feedback finite-time controller is designed for high-order nonlinear MASs. Theoretical analysis indicates that the control algorithm can guarantee the boundedness of signals in system. The formation control and obstacle avoidance can also be accomplished in finite time by the presented control protocol. A simulation demonstrates the effectiveness of the proposed control algorithm. This dataset is the  is the simulation dataset
DOI: 10.5517/ccdc.csd.cc2cyxlv
title: CCDC 2203498: Experimental Crystal Structure Determination

description: Related Article: T. Gedig, Roland Fröhlich, Constantin G. Daniliuc, Hans J. Schäfer|2022|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cyys2
title: CCDC 2203535: Experimental Crystal Structure Determination

description: Related Article: Thomas Gedig, Roland Fröhlich, Constantin G. Daniliuc, Hans J. Schäfer|2022|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d0fvq
title: CCDC 2204963: Experimental Crystal Structure Determination

description: Related Article: S. Bellia, G. Anderson, M. Zeller, A. Mirjafari, P.C. Hillesheim|2022|IUCrData|7|x220878|doi:10.1107/S2414314622008781
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.16573064
title: Chinese fringe flower mitochondrial genome & tree

description: Phylogenetic tree and DNA matrix of Chinese fringe flower.
DOI: 10.6084/m9.figshare.16573064.v2
title: Chinese fringe flower mitochondrial genome & tree

description: Phylogenetic tree and DNA matrix of Chinese fringe flower.
DOI: 10.6084/m9.figshare.16573064.v1
title: Chinese fringe flower chloroplast genome & tree

description: Phylogenetic tree and DNA matrix of Chinese fringe flower.
DOI: 10.6084/m9.figshare.20711101.v3
title: Datasets for "Partitioning of sensible and latent heat fluxes in different vegetation types and their spatiotemporal variations based on 203 FLUXNET sites"

description: This repository is for the datasets and codes for "Partitioning of sensible and latent heat fluxes in different vegetation types and their spatiotemporal variations based on 203 FLUXNET sites". This dataset provides processed FLUXNET data and CLM5.0 simulation results, including sensible heat, latent heat, Bowen ratio, precipitation, temperature, albedo, etc. At present, this article has been submitted to JGR for review.
DOI: 10.5281/zenodo.7066690
title: A Benchmark Suite for Clustering Algorithms

description: A Framework for Benchmarking Clustering Algorithms Benchmark Suite Version 1.0.1 <strong>How to Cite</strong>: Please cite the following paper which describes the overall benchmarking methodology: Gagolewski M., <em>A Framework for Benchmarking Clustering Algorithms</em>, 2022, https://clustering-benchmarks.gagolewski.com, submitted for publication. Additionally, mention the exact version of this benchmark suite: Gagolewski M. et al. (Eds.), <em>A Benchmark Suite for Clustering Algorithms: Version 1.0.1</em>, 2022, https://github.com/gagolews/clustering-data-v1/releases/tag/v1.0.1. The datasets are provided <strong>solely for research purposes</strong>, unless stated otherwise. Please cite the literature references mentioned in the corresponding dataset description files in any publications that make use of these. What is New in Version 1.0.1 (2022-09-10) Updated dataset description files, e.g., fixed broken links. The code and the data repositories were separated; see https://github.com/gagolews/clustering-benchmarks and https://github.com/gagolews/clustering-data-v1. The project's homepage has been created. It is available at https://clustering-benchmarks.gagolewski.com.
DOI: 10.6084/m9.figshare.21118912
title: CA_RINEX_Files_80

description: Central Asia. Research Station of RAS. 80 RINEX files - the result of GNSS (GPS) measurements at 10 stations over 8 days: November 23-24, 2019; February 11-12, May 21-22, August 22-23, 2020. Based on these RINEX files, high-precision daily station coordinates were calculated using 7 methods: in Bernese GNSS Software (2 methods), GAMIT/GLOBK (3 methods) and online tools (2 methods). A comparison of these coordinates from different calculation methods with each other is carried out.
DOI: 10.6084/m9.figshare.21118912.v1
title: CA_RINEX_Files_80

description: Central Asia. Research Station of RAS. 80 RINEX files - the result of GNSS (GPS) measurements at 10 stations over 8 days: November 23-24, 2019; February 11-12, May 21-22, August 22-23, 2020. Based on these RINEX files, high-precision daily station coordinates were calculated using 7 methods: in Bernese GNSS Software (2 methods), GAMIT/GLOBK (3 methods) and online tools (2 methods). A comparison of these coordinates from different calculation methods with each other is carried out.
DOI: 10.15151/esrf-es-874769891
title: Molecular machines in energy transduction, cellular signaling and defense processes

description: Since this BAG is composed of 7 different working groups from 3 different locations (universities of Cologne, Bochum and Düsseldorf), the projects within this proposal are of rather heterogeneous nature. Nonetheless, we are focusing on five main topics: 1.) proteins involved in transport processes, transporters or channels, either embedded in the membrane or acting in the cytosol (e. g. ABC transporters, resistance proteins) 2.) proteins involved in the immune system or resistance processes of prokaryotic bacteria and plants (dehydratases, cyclases, binding proteins) 3.) proteins involved or associated with diseases like cancer or developmental disorders (e. g. metallopeptidase, protein kinase, chaperones) 4.) enzymes of putative industrial use in order to encounter increasing environmental pollution (e. g. transaminases, estereases) 5.) proteins involved in synthesis of light harvesting pigments and chromophore binding proteins (e. g. reductases, photosensor domains)
DOI: 10.15151/esrf-es-883956618
title: Austrian Crystallographic Diffraction Consortium

description: This proposed Austrian Crystallographic.... TO BE FILLED IN
DOI: 10.15151/esrf-es-885249964
title: Structural Biology of Macromolecules and Macromolecular complexes from India

description: Structural biology research groups located in India constitute the INDIA-BAG and will utilize MX & SAXS to study different biological macromolecules. The non-proprietary agreement signed between ESRF and the Department of Biotechnology (DBT) enables studies that provide fundamental mechanistic insight regarding different biological processes. A brief description of over 50 research groups is provided in the global summary and a summary of their research contributions involving data collected at ESRF is provided in the 2 year BAG report. The ESRF-India partnership is supported by a single grant provided to the RCB by the DBT. Please note that a report listing no. of shifts utilized, details of users and the research output from these visits has to be sent to the DBT to obtain release of funds to pay ESRF membership dues. Consequently, all the structural biologists from India are grouped in a single BAG to enable monitoring of progress to collect the required statistics.
DOI: 10.15151/esrf-es-894559019
title: Study of the stability of Rb-doped Cs2SnI6 and CsSnI3

description: All-inorganic halide perovskites are promising materials for optoelectronic applications such as solar cells or LEDs. These materials have a high thermal stability and excellent optoelectronic properties, with easily tuneable band gaps. We are interested in studying the stability and the behaviour with temperature of the different compositions of Cs2-xRbxSnI6 and Cs1-yRbySnI3. These materials will be obtained via mechanochemistry, a simple and eco-friendly synthetic method. We are interested in collecting data from room temperature (RT) to 350ºC and back to RT as well as studying the stability and decomposition of the Cs1-yRbySnI3. We will study the phase transformations that the material undergoes with temperature and the decomposition paths of the perovskite into the vacancy ordered perovskite. We will analyse the data performing Rietveld refinements and maximum entropy analysis (MEM).
DOI: 10.15151/esrf-es-894560246
title: Magnetic nanoparticles dynamics investigated by X-ray photon correlation spectroscopy

description: Magnetomotive ultrasound (MMUS) is a novel diagnostic imaging technique which enables more precise cancer staging than other clinically-established diagnostic tools. MMUS relies on magnetic nanoparticles (MNPs) acting as contrast agent while stimulated by time-varying magnetic fields generated by a rotating permanent magnet. The magnet is fitted inside the same probe which is used for ultrasound imaging. We propose to run an XPCS experiment aimed at investigating the dynamics of MNPs in conditions modelling those of human tissue – i.e. suspended in a polyvinyl alcohol (PVA) gel matrix – while operating the MMUS probe. We aim to characterise the periodic dynamics of MNPs in a 25 Hz magnetic field generated by the MMUS probe. These dynamics will be investigated as a function of the distance between the X-ray beam spot on the sample and the MMUS probe centre. Knowledge of this distance dependency is critical for an accurate diagnosis.
DOI: 10.15151/esrf-es-894386699
title: Retrieving Orientation and Distribution of Myelin in Human Brain affected by Multiple System Atrophy (MSA) using 3D Scanning Small Angle X-r

description: Neurodegeneration is the progressive loss of structure and/or function of neurons and might include the death of neurons. Multiple system atrophy (MSA) is a neurodegenerative disease that occurs as a result of neurodegenerative processes. Applying MRI, it has been shown earlier that the trigeminal pathways in the pons got changed significantly and give rise to what is referred to in the literature as “hot cross bun”. We would like to investigate the structural changes that occurred for a post-mortem human pons and compare the results with a non-pathological sample by using small angle X-ray scattering (SAXS). Here, we propose to carry out 3D scanning SAXS to determine the 3D structural details of the microstructural objects (nerve fibers, myelin, etc.) in the brainstem regions (area &lt;20 x 20 mm2).
DOI: 10.5517/ccdc.csd.cc28dfhm
title: CCDC 2097320: Experimental Crystal Structure Determination

description: Related Article: Jie Lei, Shi-Qiang Li, Ya-Fei Luo, Dian-Yong Tang, Cheng-He Zhou, Hong-yu Li, Zhi-Gang Xu, Zhong-Zhu Chen|2022|J.Org.Chem.|87|11888|doi:10.1021/acs.joc.2c01437
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28dg05
title: CCDC 2097336: Experimental Crystal Structure Determination

description: Related Article: Jie Lei, Shi-Qiang Li, Ya-Fei Luo, Dian-Yong Tang, Cheng-He Zhou, Hong-yu Li, Zhi-Gang Xu, Zhong-Zhu Chen|2022|J.Org.Chem.|87|11888|doi:10.1021/acs.joc.2c01437
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc293j21
title: CCDC 2118542: Experimental Crystal Structure Determination

description: Related Article: Sudip Shit, Surjya Kumar Bora, Archana Kumari Sahu, Anil K. Saikia|2022|J.Org.Chem.|87|11634|doi:10.1021/acs.joc.2c01286
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/4214616
title: COVID-19 Indonesia Dataset
DOI: 10.6084/m9.figshare.21137341
title: Crustal anatexis and initiation of the continental Chongshan strike-slip shear zone in southeast Tibet plateau

description: Table S1. Summary of mineral assemblages, microstructures, and temperature data Table S2. Zircon U-Pb LA-ICP-MS data. Table S3. Major and trace element composition.
DOI: 10.6084/m9.figshare.21137341.v1
title: Crustal anatexis and initiation of the continental Chongshan strike-slip shear zone in southeast Tibet plateau

description: Table S1. Summary of mineral assemblages, microstructures, and temperature data Table S2. Zircon U-Pb LA-ICP-MS data. Table S3. Major and trace element composition.
DOI: 10.34740/kaggle/dsv/4214699
title: COVID-19 Indonesia Dataset
DOI: 10.25919/avvm-pw59
title: Parkes observations for project P1032 semester 2022APRS_06

description: This project aims to continue to perform rapid measurements of relativistic parameters of southern binary pulsar systems using data from the Parkes Ultra Wideband Low (UWL) receiver and the MeerKAT telescope thereby enabling measurement of their component masses and in some cases, test theories of gravity. We will use the UWL data to obtain significant orbital coverage and timing baseline on these pulsars and obtain important constraints on orbital and temporal DM variations that will help in identifying the nature of the companion star. We will then use MeerKAT data at crucial orbital phases to improve our chances of measuring the relativistic parameters. Increase in the number of measured NS masses has profound implications for NS internal structure and for stellar and binary evolution physics.
DOI: 10.6084/m9.figshare.21137345
title: LAPAROSCOPIC PERITONEAL DIALYSIS CATHETER PLACEMENT WITH RECTUS SHEATH TUNNELING: A ONE-PORT SIMPLIFIED TECHNIQUE

description: ABSTRACT - BACKGROUND: The success of peritoneal dialysis depends on the proper placement and functional longevity of the dialysis catheter. Laparoscopic implantation of a catheter through a rectus sheath tunneling can minimize the risks of catheter failure. AIMS: This study aims to describe one-port simplified technique for laparoscopic placement of a peritoneal dialysis catheter with rectus sheath tunneling. METHODS: The simplified laparoscopic insertion of a Tenckhoff catheter with rectus sheath tunneling was performed in 16 patients with chronic renal failure. RESULTS: During the follow-up period, no major complications occurred. Three patients were excluded. One was referred to the renal transplant some weeks after implantation, and one died for other reasons during the follow-up. Another patient needed adhesiolysis due to previous surgery, so an additional port was necessary. The other 13 catheters worked properly, and no postoperative hemorrhage, early leaks, hernia, or catheter migration occurred. One patient had a tunnel infection 11 months after the implant. No peritonitis was observed during the follow-up. CONCLUSIONS: The technique is simple, reproducible, and safe, with good results in catheter function, few complications, and a high catheter survival rate. It does not require a special device or trocar and avoids excessive port sites.
DOI: 10.6084/m9.figshare.21137345.v1
title: LAPAROSCOPIC PERITONEAL DIALYSIS CATHETER PLACEMENT WITH RECTUS SHEATH TUNNELING: A ONE-PORT SIMPLIFIED TECHNIQUE

description: ABSTRACT - BACKGROUND: The success of peritoneal dialysis depends on the proper placement and functional longevity of the dialysis catheter. Laparoscopic implantation of a catheter through a rectus sheath tunneling can minimize the risks of catheter failure. AIMS: This study aims to describe one-port simplified technique for laparoscopic placement of a peritoneal dialysis catheter with rectus sheath tunneling. METHODS: The simplified laparoscopic insertion of a Tenckhoff catheter with rectus sheath tunneling was performed in 16 patients with chronic renal failure. RESULTS: During the follow-up period, no major complications occurred. Three patients were excluded. One was referred to the renal transplant some weeks after implantation, and one died for other reasons during the follow-up. Another patient needed adhesiolysis due to previous surgery, so an additional port was necessary. The other 13 catheters worked properly, and no postoperative hemorrhage, early leaks, hernia, or catheter migration occurred. One patient had a tunnel infection 11 months after the implant. No peritonitis was observed during the follow-up. CONCLUSIONS: The technique is simple, reproducible, and safe, with good results in catheter function, few complications, and a high catheter survival rate. It does not require a special device or trocar and avoids excessive port sites.
DOI: 10.6084/m9.figshare.21137346.v1
title: Effects of myofascial reorganization associated with kinesiotherapy on chronic pain and functionality of breast cancer survivors: development of a study protocol

description: Abstract Introduction: Breast cancer is the most common type of cancer among women. Treatments can lead to complications modifying upper limbs movement patterns and generating pain and functionality loss. Kinesiotherapy and myofascial reorganization (MR) have shown positive effects reducing chronic pain and improving upper limbs function. We hypothesize that these techniques can maximize results and reduce treatment time in clinical practice. Objective: To develop a study protocol to verify whether MR associated with kinesiotherapy is more effective than isolated kinesiotherapy to treat chronic pain and upper limb dysfunction in breast cancer survivors. Methods: Participants will be divided into two groups: intervention group (myofascial reorganization + kinesiotherapy) and sham group (traditional massage + kinesiotherapy). Six treatment sessions (once a week) and three-time assessment will occur. Instruments for assessing pain and functionality will be Visual Analogue Scale, Body Pain Diagram, Disabilities of the Arm, Shoulder and Hand Questionnaire, and goniometry. Statistical analysis will be conducted based on intention-to-treat analysis. To analyze the difference of means between groups, we will use T-Student or U Mann-Whitney test. Repeated measures ANOVA will be used to check treatments effects. Significance level for all tests will be 5%. Conclusion: We believe that the developed study protocol will show that MR associated with kinesiotherapy improve chronic pain and upper limbs functionality of breast cancer survivors.