cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24311710.v1
title: Spatiotemporal high-resolution mapping of biological production in the Southern Ocean

description: Data of "Spatiotemporal high-resolution mapping of biological production in the Southern Ocean".
DOI: 10.17632/xcpywpfdbm
title: Data for: Sensitivity of leakage neutrons to the abundance and depth distribution of lunar subsurface water

description: Data from figures of Kusano et al., "Sensitivity of leakage neutrons to the abundance and depth distribution of lunar subsurface water".
DOI: 10.25946/28449227.v1
title: Open-top chambers facility testing

description: The current atmospheric CO2 concentration is approximately 418 ppm, and future projections suggest it will rise to around 550 ppm by mid-century and could reach 1,000 ppm by the end of the century due to anthropogenic emissions. Plant responses to elevated CO2 are highly variable, with some species showing significant increases in photosynthesis and biomass production, while others exhibit weaker or negligible growth responses. These differences are influenced by species-specific traits, nutrient availability, and environmental conditions. Understanding these variations is crucial for predicting crop performance under future climates and developing management strategies to optimize productivity and quality. This study focused on exploring the physiological changes induced by elevated CO2 and how these changes impacted peanut yield and kernel quality. Open Top Chambers (OTC) experiments were conducted to assess the effects of elevated CO2 on growth, biomass production, yield, and nutritional composition. A study with three commercial peanut cultivars examined the entire crop cycle to evaluate changes in physiological traits, photosynthesis, biomass allocation, and kernel and forage quality. This dataset includes data collected during the OTC facility testing stage
DOI: 10.6084/m9.figshare.19947182.v1
title: SourceCode.zip

description: <strong>Local features drive identity responses in macaque anterior face patches</strong> <br> <strong>The anterior macaque face patches have been assumed to represent face identity in a holistic manner. Here the authors show that the neural encoding of face identity in face patches AF and AM is instead driven principally by local features.</strong>
DOI: 10.6084/m9.figshare.24105426.v1
title: Supplementary Material for: Variations in determining actual orientations of segmented deep brain stimulation leads using the DiODe algorithm: a retrospective study across different lead designs and medical institutions

description: Purpose: Directional deep brain stimulation (DBS) leads have become widely used in the past decade. Understanding the asymmetric stimulation provided by directional leads requires precise knowledge of the exact orientation of the lead in respect to its anatomical target. Recently, the DiODe algorithm was developed to automatically determine the orientation angle of leads from the artifact on postoperative computed tomography (CT) images. However, manual DiODe results are user-dependent. This study analyzed the extent of lead rotation as well as the user agreement of DiODe calculations across the two most common DBS systems, namely Boston Scientific’s Vercise and Abbott’s Infinity, and two independent medical institutions. Methods: Data from 104 patients who underwent an anterior-facing unilateral/bilateral directional DBS implantation at either Northwestern Memorial Hospital (NMH) or Albany Medical Center (AMC) were retrospectively analyzed. Actual orientations of the implanted leads were independently calculated by three individual users using the DiODe algorithm in Lead-DBS and patients’ postoperative CT images. Deviation from the intended orientation and user agreement were assessed. Results: All leads significantly deviated from the intended 0° orientation (p&lt;0.001), regardless of DBS lead design (p&lt;0.05) or institution (p&lt;0.05). However, the Boston Scientific leads showed an implantation bias towards the left at both institutions (p=0.014 at NMH, p=0.029 at AMC). A difference of 10° between at least two users occurred in 28% (NMH) and 39% (AMC) of all Boston Scientific and 76% (NMH) and 53% (AMC) of all Abbott leads. Conclusion: Our results show that there is a significant lead rotation from the intended surgical orientation across both DBS systems and both medical institutions, however, a bias towards a single direction was only seen in Boston Scientific leads. Additionally, these results raise questions into the user error that occurs when manually refining the orientation angles calculated with DiODe.
DOI: 10.17632/7y4stc2mhy
title: Data for: Economies of Scale and International Business Cycles

description: Run 1. rts_6dg.do (cost structure estimation) 2. BC_6dg_new_table.do (main regression results with tables) 3. results_6dg.do (figures and tables). The do-file "rts_6dg.do" needs "naics5811.dta" (available from the NBER website) and "ivset_alter.dta" (set of instrumental variables). See the online appendix for the details of data construction. The do-file "BC_6dg_new_table.do" needs "trade_flow_6dg.dta" that is available from Schott's International Economics Resource Page but you need to merge it. (I will provide "trade_flow_6dg.dta" upon request.) Also, the file needs "gdp_base.dta" which is from Penn World Table 9.0.
DOI: 10.17632/ddfth23j6n
title: PORTRAYING PARTITION: COMMUNAL HARMONY AND STRUGGLE IN SAMARESH BOSE’S SELECTED SHORT STORIES

description: Abstract: 
Samaresh Bose (1924-1988) holds a significant position in Bengali literature, primarily due to his vivid portrayal of the socio-political turbulence of his time. This research paper delves into his selected short stories focusing on the Hindu-Muslim riots and the partition of India, examining how these events are depicted and their impact on common people. By analyzing stories like "Adab," "Gantavya," "Joynal," and "Nimai's Exodus," this study explores themes of communal harmony, displacement, and the human cost of political upheaval. Bose's narratives reveal the profound emotional and physical struggles of those affected, highlighting the resilience and solidarity that emerge amidst chaos.
Introduction : 
Samaresh Bose, an eminent figure in Bengali literature, was deeply influenced by the socio-political upheavals of his time, particularly the Hindu-Muslim riots and the partition of India in 1947. Born in Rajnagar, Dhaka, Bose spent most of his life in West Bengal and was actively involved in trade unions and the Communist Party of India. His literary works often reflect the suffering of common people during tumultuous periods marked by famine, epidemics, riots, and refugee crises. This paper focuses on a selection of his short stories, namely "Adab," "Gantavya," "Joynal," and "Nimai's Exodus," to analyze how Bose portrays the riots and partition, emphasizing the themes of communal harmony, displacement, and the human cost of these events.
Life and Literary Background : 
Samaresh Bose (1924–1988) has a special place in the world of Bengali literature. He was born in Rajnagar, Dhaka, Bangladesh. However, he spent the majority of his life in the Naihati region of the North Twenty-four Parganas district of West Bengal. His literary life has passed through various conflicts. The ups and downs of his personal life are also noticeable. 
Professional and Political Involvements : 
He worked in the Ichapur gun factory and became involved with trade unions. He was an active member of the 'Communist Party of India'. At one time, he was imprisoned. However, upon his release from jail, he pursued a career in literary writing. While in jail, he wrote the novel 'Uttaranga', and after his release, he wrote the novel 'Nayanpurer Mati'. 
Literary Themes and Influences : 
On one hand, the sufferings and pains of the common people have come up in his literature; on the other hand, there have been famines, epidemics, riots, partition, and refugee problems. I have chosen 'Dangar Vibhishika: Context Deshbhag, Samaresh Bose's (Selected) Short Stories' as my topic. Therefore, in the discussion, my primary focus will be on the riots and the partition, as well as their effects I’ve chosen a few short stories to discuss riots and partition. They are-
1. manners
2. the destination
3. Joynal.
4. Nimai's emigration.
..........
DOI: 10.17632/nhvhghbyvm
title: Supplementary data for a cost comparison of automated fibre placement and filament winding for composite pressure vessel manufacturing

description: This dataset contains input data used for the cost model in the related publication. The data was obtained from a combination of academic literature and consultation with industry members. The names of parameters, symbols, and references correspond to the main article.
DOI: 10.17632/tx4wpzfv9h
title: Ion-Atom-Wave — Calculation of single ionization cross sections in ion—atom collisions

description: Abstract A Fortran 90 program is presented, namely Ion-Atom-Wave (IAW), which calculates total, single and double differential cross sections for the single ionization of atomic and molecular hydrogen-like targets and helium-like targets by both light-and-heavy-ion impact. The cross sections are evaluated within the continuum distorted-wave final-state (CDW) and the continuum distorted-wave eikonal-initial-state (CDW-EIS) approximations. IAW calculates cross sections within the wave treatment. This pr... Title of program: Ion-Atom-Wave Catalogue Id: ADJI_v1_0 Nature of problem The program calculates total, single and double differential cross sections for the single ionization of hydrogen-like atoms/molecules and helium-like atoms by light-or-heavy-ion impact, where the projectile ions are assumed to be structureless. Versions of this program held in the CPC repository in Mendeley Data ADJI_v1_0; Ion-Atom-Wave; 10.1016/S0010-4655(98)00072-1 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/yvsncwrbws
title: Soil Moisture datasets (Hess-2018-546)

description: The datasets presented serves as supplementary material for the manuscript titled “Evaluation of soil moisture from CCAM-CABLE simulation, satellite-based models estimates and satellite observations: Skukuza and Malopeni flux towers region case study”, submitted to the journal of hydrology and earth system sciences (https://doi.org/10.5194/hess-2018-546). The following datasets are provided to reproduce the graphics on the manuscript and the detailed descriptions of the various datasets are provided in the manuscript. The scripts for reproducing the plots may be found at https://rpubs.com/FKhosa/hess-2018-546. The datasets are grouped in different folders for different sections of the manuscript. 1. Datasets describing the study region (Section 2) are contained in the folder “Study-region” • Koeppen climate types (“Koeppen-Geiger.csv”): this dataset is sourced from http://koeppen-geiger.vu-wien.ac.at/present.htm and is used to represent the climate types for the study region (Figure 2a). • Elevation/Topographic data (“Topography-25km.tif”): this dataset is sourced from https://www.ngdc.noaa.gov/mgg/fliers/06mgg01.html and is used to represent the topography for the study region (Figure 2b). • Soil type’s data (“soil-types.csv”): this dataset is sourced from https://soilgrids.org and is used to represent the soil types for the study region (Figure 2c). 2. Various soil moisture datasets discussed and analyse in Section 3 namely; • In situ observations: datasets for the two evaluation sites (i.e., Skukuza and Malopeni) may be requested from HThenga@csir.co.za, parts of the dataset for Skukuza can be accessed from FLUXNET. • CCAM-CABLE: this dataset is available on request from RGarland@csir.co.za. Aggregated data is partly provided in the “MI” folder. • ESA: this dataset is available on request from the custodians of the data (www.esa-soilmoisture-cci.org/). • GLEAM: this dataset is available on request from the custodians of the data (www.gleam.eu). 3. Plotting data for Figure 3 is contained in the folder “Seasonal plots”, data sets for producing Figure 4a and 4b are contained in the folder “Taylor & NMB”. Datasets for plotting Figure 6 is contained in the folder “Boxplots”. Mutual information is calculated using data in the folder “MI” subfolder “data-for-computation” resulting datasets for plotting are contained in the subfolder “data-for-plotting”.
DOI: 10.6084/m9.figshare.11826309.v1
title: Additional file 2 of The effects and interaction of soybean maturity gene alleles controlling flowering time, maturity, and adaptation in tropical environments

description: Additional file 2 Data for RILS in all populations. Data for RILs including population name, experimental name, 2â€‰yr mean DTF and DTM, genotype for E1, E2, E3, Dt1, J.
DOI: 10.6084/m9.figshare.16837180.v1
title: Dfluo_200114b

description: Raw data : single emission fluorescence spectraInstrument : LIF spectrofluorimeter (conception: EDYTEM laboratory)Settings : excitation 266 nm, grating 300 lines, central wavelength 620 nm, entrance slit width 0.25 mmSamples : µ-SECA-03, µ-SECA-04, µ-SECA-05 (Points cave, France)Software : Matlab<br>+ 1 file : wavelengths <i>wl.txt</i><br>+ 1 file : instrument correction <i>qeccd.txt</i><br>
DOI: 10.17632/d7sdbdb3yk
title: Dataset of 313 metagenome-assemble genomes from streamer hot spring water

description: This data consists of fasta sequences and related information of 313 metagenome-assemble genomes from a hot spring stream in Malaysia. The data can also be accessed via NCBI BioProject PRJEB4990.
DOI: 10.17632/hvzbpdbv9g
title: Combined effects of modifier genes on sickle cell nephropathy

description: Modifier genes could have an effect on sickle cell nephropathy.
Patient recruitment was carried out from January 1 to August 31, 2019 at the «Centre National de Transfusion Sanguine» (CNTS) in Dakar, Senegal's reference center for the care of adults living with SCD, and at the «Unité de Soins Ambulatoires des enfants et adolescents atteints de Drépanocytose» (USAD) located at the «Centre Hospitalier National d’Enfants Albert Royer (CHNEAR)» in Dakar, the Senegal’s reference center for the care of children and adolescents living with SCD.  
The data shows that :
Senegal haplotype is the most prevalent haplotype in Senegalese living with sickle cell anemia.
Senegal haplotype, BCL11A-rs4671393 variant, alpha-thalassemia (3.7kb HBA1/HBA2 deletion), NPRL3-rs11248850 variant are protective factors against albuminuria stade A2 in sickle cell anemia.
Combining alpha-thalassemia (3.7kb HBA1/HBA2 deletion) and NPRL3-rs11248850 variant expose patients living with sickle cell anemia to glomerular hyperfiltration.
Microglucosuria is prevalent in patients living with SCA because of pronounced hemolysis. It could be use as a relevant biomarkers of kidney dysfunction in patients living with SCA.
DOI: 10.6084/m9.figshare.20223051.v1
title: Cryptocurrency whitepaper networks

description: This zip file contains the processed bipartite networks of word-sentence associations for all compiled cryptocurrency whitepapers until 2020.
DOI: 10.6084/m9.figshare.5708545.v1
title: Frog size on continental islands of the coast of Rio de Janeiro and the generality of the Island Rule

description: Dataset of size of four species of anurans measured in coastal islands of Rio de Janeiro, Brazil
DOI: 10.6084/m9.figshare.1564808.v3
title: Grassland, Dataset #3 - Surveying the Insect Abundance and Different RTU

description: The data was collected at the grassland of York University Campus on Wednesday, September 30, 2015 at 3:30 pm to 4:45 pm contributed by J.Quach, I. Darman and Amin A. As a group, sections of the grassland must be decided on and received a group consensus with careful consideration of the selections being made prior to starting the experiment. Once that is completed, a transect measuring tape will be used to determine a distance of 10 metres and serves the purpose of setting limits and precise measurement for each replicate. For every metre on the transect measuring tape, an attempt is performed and can be totaled up to 10 attempts (or 1 replicate for a total of 100 metres covered in 10 replicates). One group member was in charged of recording the data, another member needed for using the sweep net to capture the data and one more member or two to count the insect abundance and total number of RTUs within the sweep net by visual observation. Each group member swapped roles to get an opportunity of using the sweep net and to see a definite deviation in data. More replicates were required to see a variation in species and to get an accurate reading of certain areas of the grassland. The sweep net method is generally used to determine whether pesticides are necessary in case of an pest infestation on crops, but for this experiment, it is useful for locating certain RTU's, and whether most of the essential insect groups are present in the grasslands.
DOI: 10.6084/m9.figshare.24282055.v1
title: Share Prices Data.csv

description: This data contains the stock prices of companies on the Ghana Stock Exchange
DOI: 10.6084/m9.figshare.3560154.v1
title: Data Paper. Data Paper

description: File List CSIRO_permanent_plots.zip (MD5: 05f273b3cf0c52a747bd64f383f8f3a4) CSIRO_Permanent_Rainforest_Plots_of_North_Queensland.html Description We present repeated stem measurement data from 20 0.5-ha (100 × 50 m) permanent rain forest plots in northern Queensland, Australia from 1971 to 2013. The plots have a rainfall range of 1200 to 3500 mm, represent 11 vegetation types, six parent materials, and range from 15 to 1200 m above sea level. Except for minor disturbances associated with selective logging on two plots, the plots were established in old growth forest and all plots have thereafter been protected. Plots were regularly censused and at each census the diameter at breast height (DBH) of all stems ≥10 cm DBH were recorded. Data is presented for 10998 individual stems with plot stem densities at establishment ranging from 476 to 1104 stems/ha. Due to the wide geographical range of the plots, no species dominate, although the families Lauraceae, Rutaceae, and Myrtaceae contribute a large number of species. Basal area values at establishment ranged from 28.6 to 63.3 m²/ha and showed no trend of increasing or decreasing over time due mainly to regular disturbance and recovery from natural events such as cyclones. In addition to stems ≥10 cm DBH data, we present height data, floristic data from understory stems (≥50 cm height to &lt;10 cm DBH), an auxiliary species list (including vines, epiphytes, ferns, grasses, herbs, and other life forms), and a list of voucher specimens lodged in herbaria. The data collected from the 20 plots provides an insight into the floristics, structure, and long-term forest dynamics of Australian tropical rain forests and allows direct comparisons to be made with long-term monitoring plots at a global scale. <i>Key words: Australia; biomass; cyclone; disturbance; hurricane; mortality; permanent plot; rain forest; recruitment; stem growth; stem height. </i>
DOI: 10.6084/m9.figshare.7393304.v8
title: Global 'water table ratio' and 'groundwater response time' raster data

description: Data supporting the publication:<br>Cuthbert et al (2019). Global patterns and dynamics of climate–groundwater interactions. Nature Climate Change, 9, 137–141. DOI:10.1038/s41558-018-0386-4https://www.nature.com/articles/s41558-018-0386-4<br>See the ReadMe file uploaded with the data and the Methods section of the paper for details of the derivation of each dataset.<br>
DOI: 10.17632/g7kdxznt6w
title: High-throughput mapping of long-range neuronal projection using in situ sequencing, Chen et al., dataset 2
DOI: 10.6084/m9.figshare.21565722.v1
title: CB_RD_Aggression2022

description: Data and Code repository for a manuscript about Drosophila aggression led by Dr. Carling Baxter and Dr. Reuven Dukas. <br> Baxter, C.M., Shams, I., Dworkin, I. and Dukas, R. 2022 Genetic correlation between aggressive signals and fighting. Biology Letters. To Be published
DOI: 10.6084/m9.figshare.6818798.v1
title: Experiment CLA-SubjectJ-170508-3St-LRHand-Inter

description: Experiment in which subject performed 3 imageries of left and right hand motion and a passive state, recorded at a lower resolution and dynamic range by custom real-time acquisition software (Inter).
DOI: 10.6084/m9.figshare.6992483.v1
title: A weighted AMMI algorithm for nonreplicated data

description: Abstract: The objective of this work was to propose a weighting scheme for the additive main effects and multiplicative interactions (AMMI) model, as well as to assess the usefulness of this W-AMMI model in the study of genotype x environment interaction (GxE) and quantitative trait locus x environment interaction (QxE) for nonreplicated data. Data from the 'Harrington' x TR306 barley (Hordeum vulgare) mapping population, with 141 genotypes evaluated in 25 environments, were used to compare the results from the AMMI model with those of two proposed versions of the W-AMMI model: equal weights per row and equal weights per column. The proposed W-AMMI columns algorithm is viable to analyze data with heterogeneous variance, when there are no replicates available. The use of the AMMI and W-AMMI models, in the indicated cases, improves QTL detection, besides providing a sound interpretation of GxE and a better understanding of QxE, which allows obtaining valuable information on increasing productivities in different environments.
DOI: 10.17632/hw4r49n435
title: Data for: Quantitative LC-MS intact proteoform profiling of reduced wheat gluten

description: Intact proteoform profiling of glutenin fractions from two Canadian breadwheat varieties and 28 F5 crosses. Masses range from 18-88 kDa were deconvolved using MaxEnt1 deconvolution from non-monoisotopically resolved data. Proteoform abundances were expressed as MaxEnt1 peak areas using a custom algorithm. Proteoforms were grouped within samples (WSG) to eliminate artifacts and proteoforms occurring in adjacent deconvolution windows. A similar grouping algorithm (ASG) was used to provide common proteoform numbers (ASG numbers) across each sample set. Control sample data from each set were extracted and compared pair-wise to a common set (set 1) to obtain linear regression coefficients to correct retention time and abundance shifts between sample sets (CHKNorm procedure). These coefficients were then used to correct sample set data to render them comparable. Proteoform abundances were not retained unless detected in both replicates for that sample. A 20% RSD threshold (replicate abundances) was calculated from replicate variability across the data set and candidate proteoforms not present in at least one sample above this threshold (4.3 million counts) were eliminated from the final dataset.
DOI: 10.6084/m9.figshare.13728211.v3
title: Supplement: Phylogeny of the damselfishes (Pomacentridae) and patterns of asymmetrical diversification in body size and feeding ecology

description: <b>Phylogeny of the damselfishes (Pomacentridae) and patterns of asymmetrical diversification in body size and feeding ecology.</b><b>Supplement to PLOS ONE.<br></b>