cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gdsxjj24m9.1
title: Fishing litter dominates the litter along the beaches of Palk Bay, Southeastern of India

description: In this study, we assessed the abundance, composition, source, and spatial distribution of marine litter on ten fishing beaches along Palk Bay, on the southeast coast of India. A total of 4,227 marine litter and their average density of 0.70 items/m2 were collected along the ten sites of Palk Bay, SE coast of India. Plastic (78.82%) is the most abundant in the study area, followed by cloths (7.46%), foam (5.72%), glass (5.19%), and rubber (3.47%). From the result, the value of CCI ranges from 6.26 to 25.7 indicating that the coast is "moderately clean" to "extremely dirty". The major sources of litter on the beaches are dumping (49%) and fishing activities (22%). The most common types of fishing litter are ropes, fishing lines and fishing gear, which pose a serious threat to marine life in this area. These findings could facilitate to development of better management measures in this region.
DOI: 10.17632/4ng5pnrcn3.1
title: Physical activity vs perceived stress/teachers/2021

description: Dataset from "physical activity and perceived stress among professors during COVID-19 pandemic"- study. Data was gathered between march-July 2021, in Huanuco highlands, Perú. For descriptive details contact to the corresponsal author: Liliana Cruz-Ausejo (rcruzausejo@gmail.com) 
Study funding: "Beca Cabieses 2020-2"  by Universidad Científica del Sur
DOI: 10.17632/vtdwvg34sd.1
title: Data relating microplastics concentrations in stormwater drains to catchment land use and demographics, Perth, Western Australia

description: The data were collected to test hypotheses that microplastic concentrations in stormwater drains would be able to be predicted from: (1) the proportions of different land uses in stormwater catchments; (2) catchment population and land area; (3) rainfall preceding sample collection. The data show that microplastic fibres were the most common morphology across all drains, followed by  fragments. Most microplastics detected were in the 100-530 µm size range, with lower proportions ≤ 25 µm or > 530 µm. The most common colour was black, followed by red, blue, and green with other colours < 5% of total particle counts. There was no statistically significant variation in microplastic concentrations between or within stormwater catchments. Linear mixed-effects models showed significant positive effects of catchment area, catchment population, and the proportion of industrial land, natural land and public open space on microplastic concentrations. The proportion of residential land had a significant negative effect on microplastic concentrations. The proportion of agricultural land in each catchment, and preceding rainfall, had no effect on microplastic concentrations.
The majority of data are presented as a single comma-separated value file with 144 rows representing 3 replicates of 4 size fractions from 12 sampling sites. Samples have unique names and are categorised by Size (4 categories), Drain (6 categories) and Site (12 categories, 2 per Drain). Quantitative data relating to microplastics measurement include: sample volume; raw counts of total microplastics and microplastics separated into fragment, fibre, film, and microbead categories; concentrations of total microplastics and microplastics separated into fragment, fibre, film, and microbead categories; blank corrections (fibres only); corrected raw counts and concentrations of fibres; corrected raw counts and concentrations of total microplastics. Catchment demographic and land use data are: catchment area and population; proportions of land use in residential, industrial, services, agricultural, natural, and public open space categories. Rainfall for the 7 days prior to sample collection is also recorded. A separate comma-separated value file summarises the microplastic colour data, and an image shows aerial photograph maps of each site.
DOI: 10.17632/jzvwnf22fs.1
title: Spring locations and descriptions in the North Island Shear Belt, New Zealand

description: These are the locations and descriptions of springs in the North Island Shear Belt, west of the Hikurangi Forearc, for use in the evaluation of fluids and geology in the North Island of New Zealand. This list is part of a paper in Chemical Geology:

Reyes, A.G., Ellis, S.M., Christenson, B.W., Henrys, S. (submitted). Fluid flowrates and compositions and water-rock interaction in the Hikurangi margin forearc, New Zealand. 

The database on springs in the Hikurangi forearc is:
“Spring locations and descriptions in the Hikurangi Forearc (compiled by A. G. Reyes)”, Mendeley Data, V1, https://data.mendeley.com/datasets/g6mmxc4pnb/1
DOI: 10.17632/7txf9sjv88.1
title: Sustainable entrepreneurship intentions

description: The dataset is based on a survey relating to the sustainable entrepreneurship intentions of university students in Zimbabwe. It data relates to variables such as demographics, attitudes, subjective norms, perceived behavioural control, perceived feasibility, perceived desirability, sustainable entrepreneurship intentions, personal values, and environmental-related values. The data was collected in a cross-sectional survey.
DOI: 10.17632/kxdmtmhtwx.1
title: gastric adenocancer_SIRI

description: The relationship between clinicopathological features and 3-year and 5-year survival and SIRI in 178 non-metastatic patients operated on for gastric cancer between 2011 and 2016 was investigated.
this is the data set of theese patients.
DOI: 10.17632/gd8hj92rc6.2
title: TMAH density/concentration/temperature correlation

description: Tetramethylammonium hydroxide: Correlation between density and temperature for various concentrations has been determined by applying Archimedes’ principle
DOI: 10.17632/gd8hj92rc6.1
title: TMAH density/concentration/temperature correlation

description: Tetramethylammonium hydroxide: Correlation between density and temperature for various concentrations has been determined by applying Archimedes’ principle
DOI: 10.17632/gd8hj92rc6.3
title: TMAH density/concentration/temperature correlation

description: Tetramethylammonium hydroxide: Correlation between density and temperature for various concentrations has been determined by applying Archimedes’ principle
DOI: 10.17632/k53sbjzjdp.1
title: Original images for Pal et al., NAR 2022

description: Raw uncropped western blotting and microscopy images that were used for generating figures as discussed in Pal et al., NAR 2022
DOI: 10.6073/pasta/d26ea37525e61d382974bcc57130ce6d
title: SBC LTER: Santa Cruz Island: Abundance and Biomass of Benthic Organisms (food resource collection)

description: These data describe the abundance of benthic organisms as determined by random quadrat scrapings. These data represent the availability of food resources for fish at various depths, and are part of a long term investigation of temporal patterns in reef community composition. The sampling locations in this dataset include three sites along the north shore of Santa Cruz Island. Data collection began in 1982 and this dataset is updated annually.
DOI: 10.17632/kzpt8j27vr.1
title: Entrepreneurship Development in Russia to Support Economic Growth and Technology Leadership

description: The dataset includes entrepreneurship development indicators:
- Number of enterprises and organizations (at the end of the year) (2020), units and thousand units;
- Turnover of organizations (2020), billion rubles;
- Balanced financial result (profit minus loss) of organizations' activities (2020), million rubles and billion rubles;
- Share of organizations using special software (2020), %
The dataset also contains indicators such as Ыhare of organizations implementing technological innovations (2020), %; Gross regional product (GRP) (2019), million rubles.
The values of indicators are given for 96 main territories of the Russian Federation allocated by Rosstat, including regions, federal districts and largest cities (federal centers). The data are given by regions for 2020, as well as for Russia as a whole for 2010, 2015 and 2020.
Source of the data:
Regions of Russia. Socio-economic indicators - 2021 [Electronic resource]. - Rosstat. – Access mode: https://rosstat.gov.ru/folder/210/document/13204
The dataset is available in Russian (на Русском) and English (in separate files).
DOI: 10.17632/ppnthgdgcp.1
title: Multi-objective design-for-control of water distribution networks with global bounds (OptE)

description: Network models and results of the optimal bi-objective design-for-control problems BOMINLP_{AZP,-I_r}(Q) and BOMINLP_{-I_r,AZP}(Q). For each network model, we provide: - the .inp network model, to access using EPANET or a text editor, with characteristics of network pipes (diameter, length, roughness coefficients) and nodes (elevation, demand) - the list of candidate valve and/or pipe Ids, and the corresponding indices of the binary variable z representing their status (selected for installation=1, unselected=0) - results of the optimal bi-objective design-for-control problems BOMINLP_{AZP,-I_r} and BOMINLP_{-I_r,AZP} (candidate valves and pipes selected for installation in solutions in L_{NDS}, corresponding AZP and resilience index objective values, and lower bound set L_{LBS})
DOI: 10.17632/ppnthgdgcp.2
title: Multi-objective design-for-control of water distribution networks with global bounds (OptE)

description: This dataset describes the bi-objective design-for-control problems and presents the obtained results for two network models (modified Net25 and pescara) studied in the publication "Multi-objective design-for-control of water distribution networks with global bounds", by Aly-Joy Ulusoy, Filippo Pecci and Ivan Stoivanov. The general design-for-control problem consists in simultaneously selecting elements to be added to the existing water distribution networks (WDN) from predefined sets of candidate valves (CNV) and pipes (CNP), and optimizing the controls of new and existing pressure control valves. The problem considers the conflicting objectives of AZP (or average zone pressure, a surrogate measure of pressure induced pipe stress and leakage) and I_r (or resilience index, a surrogate measure of network resilience). We refer to the main manuscript for a definition of AZP and I_r, problem formulation and interpretation of the corresponding results presented in this dataset (i.e. results of the optimal bi-objective design-for-control problems BOMINLP_{AZP,-I_r}(Q) and BOMINLP_{-I_r,AZP}(Q)). The information and results provided in this dataset aim to facilitate future comparison of our work against alternative solution methods. Accordingly, we provide below, for each network model: - the .inp network model, to access using EPANET or a text editor, with characteristics of network pipes (diameter, length, roughness coefficients) and nodes (elevation, demand). Please use the provided network models (25nodes_PRVs2.inp and pescara_ed.inp) for comparison purposes, as the original models they are based on have been modified for the purpose of this study. - a description of the design-for-control problem investigated by the authors of the main manuscript and corresponding to the presented results - the results of the optimal bi-objective design-for-control problems (BOMINLP_{AZP,-I_r} and BOMINLP_{-I_r,AZP}) obtained by the authors with the proposed solution method (candidate valves and pipes selected for installation in solutions in L^{NDS}, corresponding AZP and resilience index objective values, and lower bound set L^{LBS}). Solutions in L^{NDS}_{AZP,-I_r} and L^{NDS}_{-I_r,AZP} belonging to the final sets L^{NDS} (defined in Section 3.3 of the main manuscript, and represented in Figures 1c and 3c) are highlighted in dark blue. - the AZP and -I_r values corresponding to the optimal configuration solutions in L^{NDS}_{AZP,-I_r} and L^{NDS}_{-I_r,AZP}, computed using the H-W friction head loss formula Finally, we refer the reader to the main manuscript for illustrations of the results and a description of how to obtain, based on the results presented in the supplementary material, an outer approximation of the Pareto front of the bi-objective design-for-control problems (i.e. potentially non-dominated solutions with global non-dominance bounds).
DOI: 10.17632/ppnthgdgcp.3
title: Multi-objective design-for-control of water distribution networks with global bounds (OptE)

description: This dataset describes the bi-objective design-for-control problems and presents the obtained results for two network models (modified Net25 and pescara) studied in the publication "Multi-objective design-for-control of water distribution networks with global bounds", by Aly-Joy Ulusoy, Filippo Pecci and Ivan Stoivanov. The general design-for-control problem consists in simultaneously selecting elements to be added to the existing water distribution networks (WDN) from predefined sets of candidate valves (CNV) and pipes (CNP), and optimizing the controls of new and existing pressure control valves. The problem considers the conflicting objectives of AZP (or average zone pressure, a surrogate measure of pressure induced pipe stress and leakage) and I_r (or resilience index, a surrogate measure of network resilience). We refer to the main manuscript for a definition of AZP and I_r, problem formulation and interpretation of the corresponding results presented in this dataset (i.e. results of the optimal bi-objective design-for-control problems BOMINLP_{AZP,-I_r}(Q) and BOMINLP_{-I_r,AZP}(Q)).

The information and results provided in this dataset aim to facilitate future comparison of our work against alternative solution methods. Accordingly, we provide below, for each network model:
-	the .inp network model, to access using EPANET or a text editor, with characteristics of network pipes (diameter, length, roughness coefficients) and nodes (elevation, demand). Please use the provided network models (25nodes_PRVs2.inp and pescara_ed.inp) for comparison purposes, as the original models they are based on have been modified for the purpose of this study. 
-	a description of the design-for-control problem investigated by the authors of the main manuscript and corresponding to the presented results
-	the results of the optimal bi-objective design-for-control problems (BOMINLP_{AZP,-I_r} and BOMINLP_{-I_r,AZP}) obtained by the authors with the proposed solution method (candidate valves and pipes selected for installation in solutions in L^{NDS}, corresponding AZP and resilience index objective values, and lower bound set L^{LBS}). Solutions in L^{NDS}_{AZP,-I_r} and L^{NDS}_{-I_r,AZP} belonging to the final sets L^{NDS} (defined in Section 3.3 of the main manuscript, and represented in Figures 1c and 3c) are highlighted in dark blue.
-	the AZP and -I_r values corresponding to the optimal configuration solutions in L^{NDS}_{AZP,-I_r} and L^{NDS}_{-I_r,AZP}, computed using the H-W friction head loss formula

Finally, we refer the reader to the main manuscript for illustrations of the results and a description of how to obtain, based on the results presented in the supplementary material, an outer approximation of the Pareto front of the bi-objective design-for-control problems (i.e. potentially non-dominated solutions with global non-dominance bounds).

Erratum: the base demands of nodes 5 and 22 have been corrected in the EPANET model of network Net25.
DOI: 10.17632/fh7gf2pvy8.1
title: Grassy Pond composite data book

description: Grassy Pond sediment core age control, radiocarbon dates, accumulation rates, XRF geochemistry, grain size, and nitrogen d15N
DOI: 10.17632/fh7gf2pvy8.2
title: Grassy Pond composite data book

description: Grassy Pond sediment core radiocarbon dates, accumulation rates, XRF geochemistry, magnetic susceptibility, grain size, and nitrogen d15N
DOI: 10.17632/xk3zzrfm2x.1
title: Supplementary Information - Mechanical couplings of 3D lattice materials discovered by micropolar elasticity and geometric symmetry

description: We provide decoupled micropolar elasticity tensors of all point groups to identify possible mechanical coupling effects.
DOI: 10.17632/4yxpv7ggjs.1
title: Dataset related to the manuscript "Generation Z’s intentions towards sustainable clothing disposal: Extending the Theory of Planned Behavior"

description: Research hypotheses are outlined in the manuscript. Findings of the study indicate perceived behavioral control as the most influential determinant of Generation Z clothing customers' intentions to dispose of their used clothing  in a sustainable way. This implies that, in order to motivate young clothing customers to dispose of their used clothing in a sustainable way, it is of utmost importance to establish infrastructure which would faciliatate pro-environmental clothing disposal.
DOI: 10.17632/rc74sdgksk.1
title: Results related to Figure 1A - Healthy Blood Donors (HBD)

description: The level of HERV-W ENV and HERV-K ENV mRNA in PBMC cultures from HBD, exposed to SARS-CoV-2 (MOI:0.1) or mock treated (culture medium), was analyzed by RT-qPCR. The graph presents the mean results from triplicate (7 out 11 donors) or single cultures (4 out 11 donors) at 2h post-exposure.
DOI: 10.5281/zenodo.7101722
title: IPBES Assessment of the diverse values and valuation of nature - Tables presented in Chapter 3

description: These tables are an integral part of Chapter 3 of the Methodological assessment of the diverse values and valuation of nature of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services. To see the full document visit the related links.
description: Please cite any of these figures as part of the original document: Please cite any of these figures as part of the original document: Termansen, M., Jacobs, S., Mwampamba, T.H., Ahn, S., Castro, A., Dendoncker, N., Ghazi, H., Gundimeda, H., Huambachano, M., Lee, H., Mukherjee, N., Nemogá, G.R., Palomo, I., Pandit, R., Schaafsma, M., Ngouhouo, J., Choi, A., Filyushkina, A., Hernández-Blanco, M., Contreras, V., and González-Jiménez, D. (2022). Chapter 3: The potential of valuation. In: Methodological Assessment Report on the Diverse Values and Valuation of Nature of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services. P. Balvanera, U. Pascual, M. Christie, B. Baptiste, and D. González-Jiménez (eds). IPBES secretariat, Bonn, Germany. https://10.5281/zenodo.6521298.
DOI: 10.17632/h2j2k5fmgc.1
title: Type III CRISPR–Cas provides resistance against nucleus-forming jumbo phages via abortive infection. Mayo-Munoz et al.

description: Exploring the role of type III-A CRISPR immunity and the accessory nuclease NucC during PCH45 jumbo phage infection
DOI: 10.17632/wsctdsdxpc.1
title: Effect of Post-Drawing and Tension on Enzymatic Degradation of Electrospun Polycaprolactone Nanofibers 

description: Raw data files for FTIR, GPC and tensile testing data for the paper Effect of Post-Drawing and Tension on Enzymatic Degradation of Electrospun Polycaprolactone Nanofibers published in Materials Today Communications
DOI: 10.17632/s732tztkwr.1
title: Avinash Vekatanaraya Full Interview

description: Alumni Feature
DOI: 10.17632/s732tztkwr.2
title: Avinash Vekatanaraya Full Interview

description: Alumni Feature
DOI: 10.17632/33hnyjzhxj.1
title: DFW real estate dataset

description: Dataset used for "Multi-level modeling approach for predicting housing market: Dallas-Fort Worth case study"
DOI: 10.17632/hg3bp6bc27.3
title:  Intravenous immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types and preferentially in patients with neurologic disorders: a French national multicenter study

description: Supplemental data concerning our study "Intravenous and subcutaneous  immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types : a French national multicenter study"
DOI: 10.17632/hg3bp6bc27.1
title:  Intravenous immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types and preferentially in patients with neurologic disorders: a French national multicenter study

description: supplemental data concerning our study "Intravenous immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types and preferentially in patients with neurologic disorders: a French national multicenter study"
DOI: 10.17632/hg3bp6bc27.2
title:  Intravenous immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types and preferentially in patients with neurologic disorders: a French national multicenter study

description: supplemental data concerning our study "Intravenous immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types and preferentially in patients with neurologic disorders: a French national multicenter study"
DOI: 10.17632/hg3bp6bc27.4
title: Intravenous and subcutaneous  immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types : a French national multicenter study

description: Supplemental data concerning our study "Intravenous and subcutaneous  immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types : a French national multicenter study"
DOI: 10.17632/vvxfszxc88.1
title: Behavior_A binocular perception deficit characterizes prey pursuit in developing mice_2022

description: These dataset contains prey capture behavior videos as well as pose estimation data generated by Deep Lab Cuts and then manually corrected.
DOI: 10.17632/vvxfszxc88.2
title: Behavior_A binocular perception deficit characterizes prey pursuit in developing mice_2022

description: These dataset contains prey capture behavior videos as well as pose estimation data generated by Deep Lab Cuts and then manually corrected. The code generated in matlab used to extract primary behavioral measures and perform plotting is also included.
DOI: 10.6073/pasta/e7a46781463975617c1a62625451e2cf
title: SBC LTER: Santa Cruz Island: Cover of Algae, Invertebrates and Benthic Substrate

description: These data describe the cover of benthic substrate as determined by a random point contact method. The presence of algae and invertebrate species as well as abiotic substrates are recorded at 80 randomly spaced points along 40 m x 2 m transects. Only one substrate type is recorded at a given point. Percent cover of a given substrate on a transect can be estimated from RPC observations as the fraction of total points at which that substrate was present x 100. These data are part of a long term investigation of temporal patterns in reef community composition. The sampling locations in this dataset include eleven sites along the north shore of Santa Cruz Island. Data collection began in 1982 and this dataset is updated annually.
DOI: 10.25919/ecxx-r253
title: Parkes observations for project P1139 semester 2022APRS_07

description: We have made the first direct detection of an ultra-long period magnetar, using a low-frequency sky survey performed by the Murchison Widefield Array (MWA). Its radio emission is highly polarised and periodic on a timescale of ~20 minutes. Its dynamic spectrum shows high-fluence narrow-timescale “spikes” which are unresolved by our data, with fluence approaching the Fast Radio Bursts generated by the Galactic centre magnetar. The source was visible in Q1 2018 but has since entered a quiescent state. In the event that it switches back on, we requre follow-up of this source to determine an accurate position, a wide-band spectral index, a precise dispersion measure, determination of its polarisation properties at high frequencies, and to better understand the emission on short timescales. Therefore, we are requesting triggered observations with ATCA and Parkes based on MWA monitoring. This semester we request to extend the triggering criterion to any similar source detected in an upcoming monitoring campaign of the Galactic plane using the MWA.