cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21394231.v2
title: Quantifying the effects of sediment transport on river channel geometry and flood level – a case study of the December 2014 flood

description: Rapid urbanization has an accelerated impact on catchment hydrology and geomorphology due to land use and land cover changes as a result of anthropogenic development activities in river catchment areas that cause increased surface runoff and higher sediment yield. The present study investigates the channel changes and sediment transport phenomena, including bed material movement from the upstream to the estuaries of the Pahang River Basin, Peninsula Malaysia. The river geometry survey associated with the spatial variation in sediment transport has confirmed that changes in river bed profile occur due to the erosion and sediment deposition along the Pahang River. The sediment size distribution for the Pahang River was very coarse sand and gravel after the December 2014 flood . The river geometry survey showed a gentle slope that can induce lower discharge typical of alluvial rivers relating to flood events. Quantitative assessment of sediment load is, therefore, of critical importance for future river basin management.
DOI: 10.6084/m9.figshare.21394231
title: Quantifying the effects of sediment transport on river channel geometry and flood level – a case study of the December 2014 flood

description: Rapid urbanization has an accelerated impact on catchment hydrology and geomorphology due to land use and land cover changes as a result of anthropogenic development activities in river catchment areas that cause increased surface runoff and higher sediment yield. The present study investigates the channel changes and sediment transport phenomena, including bed material movement from the upstream to the estuaries of the Pahang River Basin, Peninsula Malaysia. The river geometry survey associated with the spatial variation in sediment transport has confirmed that changes in river bed profile occur due to the erosion and sediment deposition along the Pahang River. The sediment size distribution for the Pahang River was very coarse sand and gravel after the December 2014 flood . The river geometry survey showed a gentle slope that can induce lower discharge typical of alluvial rivers relating to flood events. Quantitative assessment of sediment load is, therefore, of critical importance for future river basin management.
DOI: 10.17632/d89bbp4k2k.1
title: RASopathy Mutations Provide Functional Insight into the BRAF Cysteine-rich Domain and Demonstrate the Importance of Autoinhibition in BRAF Regulation

description: BRAF is frequently mutated in human cancer and the RASopathy syndromes, with RASopathy mutations often observed in the cysteine-rich domain (CRD). Although the CRD participates in phosphatidylserine (PS) binding, the RAS-RAF interaction, and RAF autoinhibition, the impact of these activities on RAF function in normal and disease states is not well-characterized. In this study, we have conducted an in-depth analysis of a panel of RASopathy-associated B-Raf CRD mutations for their effects on CRD function using a combination of approaches, including surface plasmon resonance analysis to measure PS binding, a bioluminescence resonance energy transfer (BRET) assay to monitor the Ras/Raf interaction in live cells, and a novel BRET assay developed by our group to quantify Raf autoinhibitory interaction under live cell conditions. In addition, we have examined the impact of these mutations on the biological function of BRAF in cell culture systems and zebrafish embryos, and we have compared the properties of the BRAF-CRD with those of the CRAF-CRD. Through this analysis, we find that the BRAF-CRD is a stronger mediator of both PS binding and autoinhibition than is the CRAF-CRD and that the RASopathy-associated BRAF-CRD mutations can be classified into three functional groups: Class A, causing relief in autoinhibition; Class B, relieving autoinhibition and enhancing PS/plasma membrane binding; and Class C, enhancing PS/membrane binding alone.  We find that relief of autoinhibition is the major factor determining mutation severity in zebrafish models and we show that CRD-mediated autoinhibition is essential for preventing the constitutive plasma membrane localization of BRAF and increased RAS-dependent and RAS-independent function. The files in this data set include original images of cells and immunoblots.
DOI: 10.17632/jx3vn5xxcn.2
title: In-Canopy Biogenic Volatile Organic Compounds Mixing Ratios at the Virginia Forest Lab

description: Two years (September 15th, 2019-September 14th, 2021) of biogenic volatile organic compound concentration data from within the canopy of a forest in Fluvanna County, Virginia. An associated manuscript is published in atmospheric chemistry and physics titled - "Measurement Report: Variability in the composition of biogenic volatile organic compounds in a southeastern US forest and their role in atmospheric reactivity". The doi for this manuscript is: 10.5194/acp-2021-416.

The original version of this data set did not correct for when the data was sampled vs. when it was analyzed. The most recent version has been updated to reflect this and additional detail has been provided. Additionally, the calibration method for methacrolein and methyl vinyl ketone has been updated in this version of the data set. Given these changes, we ask that you use the most recent version.

Additional manuscripts associated with this data include: 'Minor contributions of daytime monoterpenes are major contributors to atmospheric reactivity' which discusses diurnal and seasonal variability found within the data and 'An autonomous remotely operated gas chromatograph for chemically resolved monitoring of atmospheric volatile organic compounds' which outlines the instrument developed for data collection and compound integration.

This will be the final update of this data set. Data collection is ongoing indefinitely, but future additions to the data set will be migrated to Dryad. Please email with any questions you may have regarding data collection or the data set.
DOI: 10.17632/9y8wvf53c8.1
title: Supplementary Appendix - Differentiation of Keratoacanthoma and Well-Differentiated Cutaneous Squamous Cell Carcinoma Using Single-cell Spatial Pathology 

description: Supplementary Appendix - Differentiation of Keratoacanthoma and Well-Differentiated Cutaneous Squamous Cell Carcinoma Using Single-cell Spatial Pathology
DOI: 10.17632/bdgjy8v244.1
title: Conjunto de dados de imagens de arroz

description: O conjunto de dados consta images de grãos de arroz seja eles quebrados e inteiros.
DOI: 10.17632/bdgjy8v244.2
title: Conjunto de dados de imagens de arroz

description: O conjunto de dados consta images de grãos de arroz seja eles quebrados e inteiros.
DOI: 10.17632/bdgjy8v244.3
title: Conjunto de dados de imagens de arroz

description: O conjunto de dados consta images de grãos de arroz: quebrados e inteiros.
DOI: 10.17632/d46pj568xx.1
title: Abundances and chemical characterization of microplastic pollution in commercial salt and Salt Pans (Odavayal, Palk Bay, Southeast Coast of India): A baseline study 

description: This study assessed abundances and chemical characterization of microplastic pollution in commercial salt and salt pans. A total of 205 microplastic particles were counted on nine salt samples. Salt pans from the Palk Bay area had a significantly higher concentration of microplastics (41 items/kg) compared to commercial salt (20.5 items/kg). Primarily, the microplastics were found in the form of fibers and fragments. Red, green, black, blue microplastics were identified in the samples. The identification of the polymers found was done by Attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR). This technique identified six types of microplastics: Polypropylene (PP), Polyethylene (PE), Polystyrene (PS), Polyethylene Terephthalate (PET), Polyamide (PA), and nylon in commercial salts and salt pans. This study showed that salts and commercial salts were polluted by microplastics through polluted seawater, which constitutes a threat to human health.
DOI: 10.17632/vtd8wm87g8.1
title: Data:72AH LIB SoC from 1-8RC using Non-Linear Kalman

description: This dataset is in support of my 3 research papers - 'Comparative SoC Analysis using Non-Linear Kalman Estimation in 8RC ECM of 72Ah LIB - Part I', ' Comparative SoC Analysis using Non-Linear Kalman Estimation in 8RC ECM of 72Ah LIB - Part II' , and 'Comparative SoC Analysis using Non-Linear Kalman Estimation in 8RC ECM of 72Ah LIB - Part III'. 

Preprint :

Part I - https://doi.org/10.36227/techrxiv.20141216.v1
Part II - https://doi.org/10.36227/techrxiv.20141219.v1
Part III - https://doi.org/10.36227/techrxiv.21089725.v1 

Related Claim :  Novel ß Li-Ion model and Novel ß Li-Ion Battery Management Controller  in Patent 'Novel ß 10-Axis Grid Compatible Multi-Controller'
DOI: 10.17632/8sk8fk3hmb.1
title: Thermal Convection in Vesta’s Core from Experimentally-Based Conductive Heat Flow Estimates

description: Electrical resistivity measurements of Fe-5wt%Ni were made in-situ under pressures of 2-5 GPa and temperatures up to 2000 K in a cubic-anvil press. The thermal conductivity was calculated from the measured electrical resistivity data using the Wiedemann–Franz law. Comparison of these data with previous studies on pure Fe and Fe-10wt%Ni shows that a change in the Ni con-tent within the range 0-10wt% Ni has no significant effect on electrical resistivity of Fe alloys. Comparing the estimated adiabatic core heat flux of ~331 MW at the top of Vesta’s core to the range of estimated heat flux through the CMB of 1.5–78 GW, we infer that the mechanism stir-ring Vesta’s liquid outer core to generate its surface magnetic field tens of millions of years in its early history was thermal convection.
DOI: 10.17632/k8hybkvsb3.1
title: Mobility Hub Zones, 800m radius surrounding MBBT, Alexandria, Egypt

description: 800m radius surrounding the Muharram Bek El Mowkaf El Gedid Bus Terminal (MBBT).
Mobility Hub Zones:
-Primary Zone= 250m
-Secondary Zone= 500m
-Tertiary Zone= 800m
DOI: 10.17632/k8hybkvsb3.2
title: Comprehensive Database for Mobility Hub Zones, 800m radius surrounding MBBT, Alexandria, Egypt

description: This database supports the establishment of an 800m radius surrounding the Muharram Bek El Mowkaf El Gedid Bus Terminal (MBBT), which includes:
-Official Transportation News through the Media
-Radius Walking Distance Map and Mobility Hub Zones
-Capturing Image Survey Data
-Strategic General Urban Plans
-Formal Requests for Information and Approval
DOI: 10.17632/k8hybkvsb3.3
title: Comprehensive Database for Mobility Hub Zones, 800m radius surrounding MBBT, Alexandria, Egypt

description: This database supports the establishment of an 800m radius surrounding the Muharram Bek El Mowkaf El Gedid Bus Terminal (MBBT), which includes talk shows, strategic general urban plans, illustrated maps using Autodesk AutoCAD and Adobe Photoshop, and formal requests for information and approval in Arabic and English languages.
DOI: 10.17632/k8hybkvsb3.4
title: Comprehensive Database for Mobility Hub Zones, 800m radius surrounding MBBT, Alexandria, Egypt

description: This database supports the establishment of an 800m radius surrounding the Muharram Bek El Mowkaf El Gedid Bus Terminal (MBBT), which includes talk shows, strategic general urban plans, illustrated maps using Autodesk AutoCAD and Adobe Photoshop, and formal requests for information and approval in Arabic and English languages.
DOI: 10.17632/k8hybkvsb3.5
title: Comprehensive Database for Mobility Hub Zones, 800m radius surrounding MBBT, Alexandria, Egypt

description: This database supports the establishment of an 800m radius surrounding the Muharram Bek El Mowkaf El Gedid Bus Terminal (MBBT), which includes talk shows, strategic general urban plans, illustrated maps using Autodesk AutoCAD and Adobe Photoshop, and formal requests for information and approval in Arabic and English languages.
DOI: 10.17632/p8z5vt9y8z.1
title: Extension-elicited blanching of the dorsal phalanges in systemic sclerosis - Video Data 

description: Systemic sclerosis (SSc) is a multisystem disease that normally first manifests in the skin. To help differentiate early pathogenic phalangeal edema that often precedes finger skin thickening from normal variants, we report the clinical sign of extension-elicited blanching of the dorsal phalanges associated with SSc. We often observe this blanching phenomenon of the dorsal phalanges in our patients with early-stage disease (Video 1). However, attention to this clinical sign has been underreported and provides an additional clue toward diagnosing SSc.
To appreciate pathogenic phalangeal blanching associated with SSc, patients make a fist with their hands and hold it. Upon releasing the fist and fully extending the phalanges, blanching of the dorsal aspects of their fingers can be elicited. The blanching ranges from the metacarpophalangeal joints over the proximal phalanges and proximal interphalangeal joints to the middle phalanges. It can be present symmetrically in all five fingers but is often less prominent on the thumbs.
DOI: 10.17632/2bc2f8nhs4.1
title: Vinit Kumar Jha Utpal

description: Dr. Vinit Kumar Jha Utpal is an Assistant Professor at Indian Institute of Mass Communication, Northern Regional Campus, Jammu, Jammu and Kashmir, India. His specialization subjects are Digital Media, Media Research, Print Media, Social Identity, etc.
DOI: 10.17632/fv4czz9zkg.1
title: Combining Neural Network and Genetic Algorithm for Predicting the Churn of Bank Customers

description: This research proposes a hybrid model based on an artificial neural network and genetic algorithm to predict bank customer churn. After describing the details of data preprocessing, we present the proposed method with two variants. We compare it with state-of-the-art techniques such as the Support Vector Method (SVM), K-nearest Neighbours (KNN), Random Forest, and Logistic Regression. We also thoroughly analyze parameter settings to obtain the best neural network structure. For this purpose, we examine the effect of changing the number of neurons, the number of layers, and the network weights.
DOI: 10.17632/nc7mrxhp54.1
title: m-health data

description: This data is for the research of m-health
DOI: 10.17632/hcphmzsz9d.1
title: The effect of glutathione biosynthesis of Streptococcus thermophilus ST-1 on co-cultured Lactobacillus delbrueckii subsp. bulgaricus ATCC11842

description: Supplemental data for ' The effect of glutathione biosynthesis of Streptococcus thermophilus ST-1 on co-cultured Lactobacillus delbrueckii subsp. bulgaricus ATCC11842 '.
DOI: 10.17632/d848h7rcdg.1
title: Network structure mediates phase transition class of innovation diffusion with higher-order interactions

description: Data as part of the article "Network structure mediates phase transition class of innovation diffusion with higher-order interactions".
DOI: 10.17632/d848h7rcdg.2
title: Network localization strength regulates innovation diffusion with macro-level social influence

description: Data as part of the article "Network localization strength regulates innovation diffusion with macro-level social influence".
DOI: 10.17632/v9y5x7htx2.1
title: Supplementary data 

description: Supplemental data 1: Linked IO tables
Supplemental data 2: Embodied CO2 emission intensities
DOI: 10.17632/9r29499k8m.1
title: Supplemental Table 1. Side Effects of Hyperbaric Oxygen in Patients with Calciphylaxis 

description: Descriptive data
DOI: 10.17632/7dcysh58rj.1
title: LNG_scheduling

description: We provide the source code in two formats, .lg4 and .txt format files. In addition, we also provide the results of the code operations to provide an excel sheet in .xlsx format.
DOI: 10.5281/zenodo.6078914
title: Crop Prices and Deforestation in the Tropics

description: We provide the stata files that allow to reproduce the results presented in the paper<br> "Crop Prices and Deforestation in the Tropics" by Nicolas Berman, Mathieu Couttenier, Raphaël Soubeyran and Antoine Leblois. The replication folder contains three files:<br> 1- *.dta file: database<br> 2- *.do file: do-file containing the codes to replicate the results (figures and tables)<br> 3- *.csv file: data needed to produce a map of the initial forest cover (in 2000). Stata software was used for this work.
description: Abstract: Global food demand is rising, pushed by growing world population and dietary changes in developing countries. This encourages farmers to increase crop production which, in turn, increases worldwide demand for agricultural land and the pressure on tropical forests. With a possible doubling of world food demand by 2050, this pressure is not likely to decrease in the next decades. While the impact of food demand on deforestation has been pushed forward in the medias, rigorous evidence using large-N data estimating the causal impact of crop price variations on deforestation remains scarce. Here, we quantify this impact over the twenty first century using high resolution annual forest loss data across the tropics, combined with information about crop-specific agricultural suitability and annual international commodity prices. We find a sizeable impact of price variations on deforestation: crop price variations are estimated to have contributed to 35% of the total predicted deforestation in the tropics over the period 2001-2018. We also highlight that the degree of openness to international trade and level of economic development are first-order local characteristics to explain the magnitude of the impact of crop prices on deforestation.
DOI: 10.14278/rodare.1850
title: Scripts and Models for "Predicting electronic structures at any length scale with machine learning"

description: <pre><strong>Scripts and Models for "Predicting the Electronic Structure of Matter on Ultra-Large Scales"</strong> This data set contains scripts and models to reproduce the results of our manuscript "Physics-informed Machine Learning Models for Scalable Density Functional Theory Calculations". The scripts are supposed to be used in conjunction with the ab-initio data sets also published alongside our research article. <em>Requirements</em> <em> </em>python&gt;=3.7.x mala&gt;=1.1.0 ase numpy <em>Contents</em> | Folder name | Description | |------------------|--------------------------------------------------| | data_analysis/ | Run script for RDF calculations | | model_inference/ | Run script to run inference based on MALA models | | model_training/ | Run script to train MALA models | | trained_models/ | Trained models for beryllium and aluminium | </pre>
DOI: 10.14278/rodare.1851
title: Scripts and Models for "Predicting electronic structures at any length scale with machine learning"

description: <pre><strong>Scripts and Models for "Predicting the Electronic Structure of Matter on Ultra-Large Scales"</strong> This data set contains scripts and models to reproduce the results of our manuscript "Physics-informed Machine Learning Models for Scalable Density Functional Theory Calculations". The scripts are supposed to be used in conjunction with the ab-initio data sets also published alongside our research article. <em>Requirements</em> <em> </em>python&gt;=3.7.x mala&gt;=1.1.0 ase numpy <em>Contents</em> | Folder name | Description | |------------------|--------------------------------------------------| | data_analysis/ | Run script for RDF calculations | | model_inference/ | Run script to run inference based on MALA models | | model_training/ | Run script to train MALA models | | trained_models/ | Trained models for beryllium and aluminium | </pre>
DOI: 10.6084/m9.figshare.21509916
title: Simulated Niño indices with weak or strong diurnal amplitude of SST from CMIP6 models and FIO-ESM v2.0

description: Diurnal variation of sea surface temperature (SST) has been proven to have effective impacts on ENSO simulation, such as ENSO amplitude, ENSO frequency, as well as ENSO asymmetry, after improving the air-sea coupling frequency from daily to 3-hour or better. However, to capture 90% of the diurnal amplitude (DA; daily maximum minus daily minimum) of SST, a 1-m or higher vertical resolution in the upper ocean layer is also required. In the Coupled Model Intercomparison Project (CMIP) 6, most climate models have taken diurnal variation into account with a coupled frequency of at least 3-hour between atmospheric and oceanic components. It illustrates the non-negligible role of diurnal variation in climate models. Besides high coupled frequency, high vertical resolution in ocean components is the other general requirement in simulating the strong DA (SDA) of SST. CMIP6 models with high air-sea coupled frequency (at least 3-hour) are divided into two groups. The models with a vertical resolution higher than 2-meters are treated as simulating SDA, while others are treated as simulating weak DA (WDA). Moreover, incorporating a parameterization scheme is also an efficient and effective way to simulate SDA without improving the vertical resolution. For example, FIO-ESMv2.0, which also participates in CMIP6, obtains SDA after incorporating a diurnal sublayer scheme in the ocean component and exhibits an excellent comprehensive performance of ENSO in the meanwhile. This data collection consists of Niño 3.4 indices, which are separated into WDA and SDA experiments, in CMIP6 and FIO-ESMv2.0 historical simulations from 1850 to 2014. Moreover, the data used in the mixed layer heat budget analysis in the Niño 3.4 region (170°-120°W, 5˚S-5°N) in FIO-ESMv2.0, such as ocean temperature, ocean velocity, and ocean surface heat fluxes, are also provided.
DOI: 10.6084/m9.figshare.21205547.v1
title: Supplementary material to Brands (2022): Common error patterns in the regional atmospheric circulation simulated by the CMIP multi-model ensemble, revised manuscript

description: This is the supplementary material to the research article: Brands S (2022): Common error patterns in the regional atmospheric circulation simulated by the CMIP multi-model ensemble, revised manuscript <br> For further informaion, please see the README.txt file.
DOI: 10.5281/zenodo.7303067
title: GOLD MINING WASTEWATER TREATMENT IN DAK SA GOLD MINE

description: <strong>Method and Materials</strong> <em>Case Study:</em> Dak Sa gold mine is located in Phuoc Son district, Quang Nam province in the South Central Coast region of Vietnam. It is currently Vietnam's largest gold mine, with a deposit of 30 tonnes, processing capacity of 180000 ore tonnes /y. <em>Choosing suitable cyanide treatment process</em> Choosing suitable cyanide treatment process requires the consideration many factors such as processes for treatment untreated solutions or slurries and the desired level of treatment. Several proven and effective chemical treatment processes have been developed for the removal of cyanide from gold ores processing. In Đak Sa gold ore processing plant, the Inco sulphur dioxide/air process has been selected appropriately in reducing free and weak acid dissociable (WAD) cyanide concentrations to low levels for discharge. Wastewater containing cyanide are treated in a two-stage chemical destruction to decrease the concentration of residual cyanide and heavy metals in the wastewater before discharging to a surface impoundment then the tailings pond. Cyanide treatment process has been investigated. Samples were collected in the tailings pond in Dak Sa gold mine from August 2021- March 2022. The level of cyanide and metal levels the samples were measured at the laboratory in the center for environment consultancy and technology (CECT).