cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25304575.v1
title: Mapping Great Britain's Semantic Footprints through a Large Language Model Analysis of Reddit Comments

description: This repository contains the data used for the research article: <b>Mapping Great Britain's Semantic Footprints through a Large Language Model Analysis of Reddit Comments</b><code>places.parquet</code>: Geoparsed Reddit comments used to build semantic footprints<code>place_regions.parquet</code>: Geoparsed Reddit comments with UK government geographies<code>lad_embeddings.parquet</code>: Embeddings derived from comments mentioning places, aggregated by LAD<code>region_embeddings.parquet</code>: Embeddings derived from comments mentioning places, aggregated by RGN<code>places_zero_shot.parquet</code>: Zero shot analysis of comments associated by places, generating national identity labels.
DOI: 10.3535/2vk-ppt-yjy
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tt8-e6p-e83
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28562855.v1
title: Raw data gross Pi fluxes and soil analyses

description: Phosphorus (P) is crucial for ecosystem functioning, yet primary productivity in many tropical regrowth forests on highly weathered soils is assumed to be limited by P availability. Here, we used an isotope pool dilution (IPD) technique to quantify gross inorganic P (Pi) transformation rates along secondary forest succession trajectories in the central Congo Basin to assess land-use change effects on soil P cycling.We considered gross Pi desorption and gross organic P (P<sub>O</sub>) mineralization together as a joint influx of Pi into the bicarbonate-extractable Pi pool (BIC-extractable Pi; P<sub>BIC</sub>), termed “gross mobilization”, while gross Pi sorption and gross microbial Pi uptake were treated as a joint efflux of Pi from the P<sub>BIC</sub> pool, referred to as “gross immobilization”. Average gross fluxes ranged between 0.11 and 0.26 µg P g<sup>-1</sup> d<sup>-1</sup>, which is at the lower end of globally observed soil gross P cycling rates. No significant trends in soil BIC-extractable Pi or Pi fluxes were found along secondary forest succession trajectories, and P<sub>BIC</sub> showed a rapid turnover time (ca. 2 days). Environmental controls on gross Pi transformation rates varied between sites with the highest gross rates noted for sandy soils, while heavier, clayey soils resulted in lower rates, as well as lower P<sub>BIC</sub>. Significant predictors for gross Pi fluxes included variables related to microbial activity (tracer recovery in microbial biomass and microbial biomass carbon), as well as the P<sub>BIC</sub> pool size and dissolved organic carbon, reflecting both biotic and abiotic controls.These findings highlight the importance of microbial and physicochemical characteristics for P cycling in tropical forests soils, especially in landscapes impacted by slash-and-burn agriculture. Furthermore, enhancing representation of soil P cycling in global dynamic vegetation models can improve predictions of resilience of tropical forest.
DOI: 10.17632/yyv5d3bwkm
title: IMPLEMENTATION OF INDIGENOUS PEOPLES' RIGHTS ACT( R.A.8371) IN SUYO,ILOCOS SUR

description: IMPLEMENTATION OF INDIGENOUS PEOPLES' RIGHTS ACT( R.A.8371) IN SUYO,ILOCOS SUR
RICHARD PETER A.ANDAYA, Ph.D

This study was conducted to determine the Implementation

 of Indigenous People’s Rights Act of 1997 in Suyo, Ilocos Sur.

             The following are the salient findings of the study:

            .The Local government unit officials have a “High” level of Administrative Capability. All the components namely Personnel Capability, Financial Capability and Leadership Capability obtained High level.

            As a whole the implementation of the IPRA in Suyo, Ilocos Sur along government Initiative is “High”.

            Based on the findings, the following conclusions were drawn.

            1. The local government officials have a high capability in implementing government initiative along IPRA.

2. The government initiatives along the IPRA are highly implemented.

 With the foregoing findings and conclusions, the researcher recommends the following:

The local government unit officials should; Help the Bagos preserve their cultural identity and instill in the minds and hearts and to other residents to respect the Bagos  and educate them through research studies .
The local government unit officials should clearly explain to the Bagos the need and importance for them to be educated to be aware of their rights and privileges and to uplift their social, economic ,political and spiritual standing .
The Bagos should avail of every opportunity initiated by the government as to be  integrated in the mainstream of the society and realize that they are part in every programs and projects of the government.
DOI: 10.3535/0hn-c4z-6vc
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1124198.v1
title: Food and shelter is what you need at the beach: feeding habitat selection by the European rabbit (Oryctolagus cuniculus) in a coastal dune system.

description: Food abundance is the main factor regulating population size of the European rabbit. However, risk of predation during feeding may be a factor limiting rabbit populations. Feeding site selection depends not only on resource abundance and distribution but also on the degree of exposure to predators and competitors. European rabbits have been studied in a wide range of environments. However, there is a lack of knowledge in the rabbits feeding behaviour within the coastal sand dune systems of Southern Europe where rabbits play an important role in the shaping of the ecosystem. In this study we; a) define the traits of the sites selected by the rabbit and the factors influencing such selection, b) explore a possible relationship between food abundance and site selection and c) evaluate possible seasonal differences in site selection in a coastal sand dune system in south western corner of the Iberian Peninsula. Rabbit abundance was estimated using faecal pellet counts; food and refuge abundance was also estimated during all the seasons. Data were analyzed using a multiple regressions analysis and the method of Neu et al. The results show that feeding site selection was princely related to abundance of the scrub Retama monosperma. The model analyzed shows that rabbits preferred feeding sites that provide protection against predators.
DOI: 10.6084/m9.figshare.21646670.v1
title: GAMIFICATION THROUGH COLLABORATIVE LEARNING IN MEDICAL EDUCATION

description: Results of the survey of the student feedback for IHP module from the eLearn portal and from IMU centre of education
DOI: 10.3535/19x-30z-f7r
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4h6-vtb-678
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22720519.v1
title: Monthly Gold&Inflation 2011 to 2022.xlsx

description: Monthly data on prices of SJC and 9999 gold as well as CPI in
DOI: 10.6084/m9.figshare.27141483.v3
title: Professional development for Indonesian elementary school teachers: Increased competency and sustainable teacher development programs

description: Various problems, such as a shortage of teachers, especially in certain outlying and underdeveloped provinces, unequal distribution of teachers, low teacher competency, and mismatch between educational qualifications and scientific fields, as well as the demands of increasingly dynamic developments in science and technology, resulting in the need for professional development for elementary school teachers to improve teacher professionalism in Indonesia. These background as a basis for the government to create teacher professional education program for elementary school teachers continuously. It is hoped that it will be able to answer the educational problems facing the Indonesian nation. This research explores the opinions of elementary school teachers who have participated in teacher professional development activities through the in-service teacher professional education program.
DOI: 10.3535/mft-c46-3jx
title: †Volborthella tenuis Schmidt, 1888

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z1d-ed0-7qq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/9bp5bd7gn4
title: Stock market trading via actor-critic reinforcement learning and adaptable data structure

description: Currently, the stock market is attractive, and it is challenging to develop an efficient investment model with high accuracy due to changes in the values of the shares for political, economic, and social reasons. This paper presents an innovative proposal for a short-term, automatic investment model to reduce capital loss during trading, applying a reinforcement learning (RL) model. On the other hand, we propose an adaptable data window structure to enhance the learning and accuracy of investment agents in three foreign exchange markets: crude oil, gold, and the Euro. In addition, the RL model employs an actor-critic neural network with rectified linear unit (ReLU) neurons to generate specialized investment agents, enabling more efficient trading, minimizing investment losses across different time periods, and reducing the model's learning time. The proposed RL model obtained a reduction average loss of 0.03% in Euro, 0.25% in Gold, and 0.13% in Crude Oil in the test phase with varying initial conditions.
DOI: 10.21942/uva.22154288.v1
title: Scripts for Text Analytics and NLP

description: Text analysis for the article "What Makes Us Feel Good? A Data-driven Investigation of Positive Emotion Experience".
DOI: 10.3535/cs4-han-gkk
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xna-sss-9kz
title: Olenellus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13397261.v2
title: COSPAR ISWAT Coronal Hole Boundary Team - May 30th, 2018 Example

description: Solar Dynamics Observatory data from May 30th, 2018 to compare automated coronal hole detection schemes. Research is being conducted by the COSPAR ISWAT Coronal Hole Boundary Working Team and published in Reiss et al., 2021.
DOI: 10.3535/m9h-tck-k02
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p1v-vqq-hjt
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24241332.v1
title: NM dataset files

description: Raw and processed alignments and corresponding phylogenetic trees for NM dataset.
DOI: 10.6084/m9.figshare.5711977.v1
title: Supplementary Material for: RegisPt: Registry of Registries in Portugal – Design, Data Model, and Functionalities

description: <b><i>Introduction:</i></b> The number and quality of existing patient registries are not known in Portugal. In order to improve the knowledge regarding this issue, an interactive tool (RegisPt) was developed to identify and characterize all available patient registries in our country. This article aims to describe the RegisPt design, data model, and due functionalities. <b><i>Methods:</i></b> RegisPt was developed in Microsoft Office Access 2010 and all variables definitions were done according to standardized international classifications. A review of the available literature and web resources was performed in order to identify all relevant patient registries. <b><i>Results:</i></b> The RegisPt platform is divided into 5 core modules containing comprehensive information from each patient registry (general data, registry design, characterization, effectiveness, and publications). Effectiveness is of utmost importance for health technology assessment and is divided into 2 sections: the exposure (health care service, pharmaceutical drugs, and medical devices) and the outcomes (safety, clinical, and economic). The RegisPt platform allows adding and editing registries as well as consulting all available registries in an interactive and user-friendly way, using a preferred query (e.g., registry name, institution, and therapeutic area). About 50 patient registries were identified and characterized in Portugal in accordance with the patient registry definition of the International Society for Pharmacoeconomics and Outcomes Research (ISPOR). <b><i>Discussion:</i></b> The RegisPt is a first step to better understand and use the available resources for health research in Portugal. RegisPt can promote collaboration between researchers and registry owners and encourage the efficient use of resources and may improve the access to registries. This project may also be useful to identify therapeutic areas still lacking patient registries and to optimize existing ones in the country, by comparing registry design, quality, and functional strategies. In the future, this valuable platform may be particularly relevant for researchers and authorities aiming to carry out health technology assessment.
DOI: 10.3535/572-6yz-45p
title: Hyolithes sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6v9-yq6-xnq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gt0-zyt-j6z
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20520804.v1
title: drosera_spatulata_decontamination_gx.fasta.gz

description: ......
DOI: 10.3535/fk2-rrg-tax
title: †Obolus Eichwald, 1829

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q9r-elt-l5k
title: Hyolithes acutus Eichwald

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27266808.v1
title: FVFV.xlsx <b>Impact of enhanced </b><b><i>phoP</i></b><b> expression on tuberculous meningitis pathogenesis</b>

description: We evaluated the functional impact of enhanced <i>phoP</i> expression on the development of tuberculous meningitis, using Zebrafish-<i>Mycobacterium marinum</i> model. Blue fluorescent <i>M. marinum </i>strains<i>, </i>with (T<i>Mm</i>) and without (W<i>Mm</i>) increased expression of <i>phoP</i> of <i>M. tuberculosis, </i>were constructed and used to infect zebrafish. The effects of T<i>Mm </i>and W<i>Mm </i>on the zebrafish were then assessed and compared.<br>
DOI: 10.6084/m9.figshare.28660820.v1
title: Data for Figure 2

description: Data for Figure 2
DOI: 10.6084/m9.figshare.3517445.v1
title: Supplement 1. R code for simulating treatment effects on local survival and models fitted with the R package unmarked.

description: File List BACIocc.r (md5: 77df2f2d3edc106acaaaa8d8e55c4ee9)<br> dynamicOcc.r (md5: f3da3d532685597b12a8469ae9bb1ade) Description BACIocc.r and dynamicOcc.r contain R code used to simulate treatment effects on local survival, and models fitted with the R package unmarked 0.9-2 (Fiske and Chandler 2011). BACIocc.r contains code for simulating occupancy data (detection/non-detection) using a Before-After Control-Impact framework, and dynamicOcc.r contains code for dynamic occupancy model fitting. dynamicOcc.r cannot be run independently, but only in conjunction with BACIocc.r, where all variables are declared initialized. Variable definitions and other detailed explanations are embedded in the R code.
DOI: 10.6084/m9.figshare.5145052.v1
title: Final_Dataset_Combined

description: Analysis data in 6 worksheets.
DOI: 10.17608/k6.auckland.5547631.v1
title: Drawings of Feedback: Students in NZ

description: There are 193 drawings made by New Zealand primary, middle, and high school students when asked to draw a picture of feedback. This study builds on previous studies in which we asked students to draw pictures of assessment. <br>These files were analysed and described in a published article:Harris, L. R., Brown, G. T. L., & Harnett, J. (2014). Understanding classroom feedback practices: A study of New Zealand student experiences, perceptions, and emotional responses. <i>Educational Assessment, Evaluation and Accountability, 26</i>(2), 107-133. doi:10.1007/s11092-013-9187-5<br><br>An earlier version was presented as:Harris, L. R., Brown, G. T. L., & Harnett, J. (2012, April). <i>Student pictures of feedback: Feedback is for learning and from teachers.</i> Paper presented at the 2012 AERA Annual Meeting of the American Educational Research Association, Vancouver, BC.<br>
DOI: 10.3535/jxx-ene-7em
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l11-yad-adk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22607441.v1
title: Additional file 2 of Brassinosteroids and gibberellic acid actively regulate the zinc detoxification mechanism of Medicago sativa L. seedlings

description: Additional file 2:Table 1. Effects of different treatments on Medicago sativa L. biomass (Fresh weight, mg/plant). Table 2. Effects of different treatments on Medicago sativa L. Zinc content (μg/g). Table 3. Effects of different treatments on Medicago sativa L. MDA content (nmol/g). Table 4. Effects of different treatments on Medicago sativa L. OFR content (nmol/g). Table 5. Effects of different treatments on Medicago sativa L. OFR generation rate (U/g min). Table 6. Effects of different treatments on Medicago sativa L. SOD acitivity (U/g min). Table 7. Effects of different treatments on Medicago sativa L. POD acitivity (U/g min). Table 8. Effects of different treatments on Medicago sativa L. CAT acitivity (U/g min). Table 9. Effects of different treatments on genes relative expression in Medicago sativa L.
DOI: 10.6084/m9.figshare.28194119.v3
title: Burkholderia cepacia complex wgMLST scheme.

description: Backup of the BioNumerics Burkholderia cepacia complex wgMLST scheme.
DOI: 10.6084/m9.figshare.7132757.v1
title: Simulated cognitive and structural MRI data from ADNI

description: This dataset contains a simulated version of a subset of cognitive and structural MRI measures derived from the Alzheimer's Disease Neuroimaging Initiative (ADNI).<br>Please note: This release does not contain any data from actual ADNI participants.
DOI: 10.3535/9r6-l45-mef
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mrv-e1x-js3
title: Hyolithes sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6d0-nht-fjs
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9sy-hfj-txr
title: †Orthis Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21592167.v1
title: Datasets 1-3

description: Dataset 1: Proteomics analysis of valve SDVs Dataset 2: Genes of the sin1 cluster Dataset 3: Bioinformatics analysis of the candidate valve SDV proteins
DOI: 10.6084/m9.figshare.24461206.v1
title: READ ME

description: <br>Direct identification of interfacial degradation in blue OLEDs using nanoscale chemical depth profiling
DOI: 10.3535/v2p-3cr-37y
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1241558.v2
title: The checkpoint clamp protein Rad9 facilitates DNA-end resection and prevents alternative non-homologous end joining

description: DNA damage activates the cell cycle checkpoint to regulate cell cycle progression. The checkpoint clamp (Rad9-Hus1-Rad1 complex) is recruited to damage sites, and is required for checkpoint activation. While functions of the checkpoint clamp in checkpoint activation have been well studied, its functions in DNA repair regulation remain elusive. Here we show that Rad9 is required for efficient homologous recombination (HR), and facilitates DNA-end resection. The role of Rad9 in homologous recombination is independent of its function in checkpoint activation, and this function is important for preventing alternative non-homologous end joining (altNHEJ). These findings reveal novel function of the checkpoint clamp in HR.
DOI: 10.6084/m9.figshare.5931478.v1
title: Activity pattern of medium and large sized mammals and density estimates of Cuniculus paca (Rodentia: Cuniculidae) in the Brazilian Pampa

description: Abstract Between July 2014 and April 2015, we conducted weekly inventories of the circadian activity patterns of mammals in Passo Novo locality, municipality of Alegrete, southern Brazil. The vegetation is comprised by a grassy-woody steppe (grassland). We used two camera traps alternately located on one of four 1 km transects, each separated by 1 km. We classified the activity pattern of species by the percentage of photographic records taken in each daily period. We identify Cuniculus paca individuals by differences in the patterns of flank spots. We then estimate the density 1) considering the area of riparian forest present in the sampling area, and 2) through capture/recapture analysis. Cuniculus paca, Conepatus chinga and Hydrochoerus hydrochaeris were nocturnal, Cerdocyon thous had a crepuscular/nocturnal pattern, while Mazama gouazoubira was cathemeral. The patterns of circadian activity observed for medium and large mammals in this Pampa region (southern grasslands) may reflect not only evolutionary, biological and ecological affects, but also human impacts not assessed in this study. We identified ten individuals of C. paca through skin spot patterns during the study period, which were recorded in different transects and months. The minimum population density of C. paca was 3.5 individuals per km2 (resident animals only) and the total density estimates varied from 7.1 to 11.8 individuals per km2, when considering all individuals recorded or the result of the capture/recapture analysis, respectively.
DOI: 10.3535/r4g-xn8-0p9
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sjc-88c-dc6
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.4563574.v2
title: Supplementary files for the bryozoan cell lineage project

description: Supplementary files for the bryozoan <i>Membranipora membranacea</i> cell lineage project. Contains:- Simi BioCell source files containing the cell lineages of four wild type embryos.- Cleaned Simi BioCell files used for cell lineage analyses.- MaMuT cell lineage files converted from the Simi files.- Data and code to generate plots for the cell lineage analyses.- Additional MAPK data.- Image processing commands.- Source scripts for establishing the orthology of <i>M. membranacea</i> genes.- Sequences submitted to the NCBI.
DOI: 10.3535/4x9-3c1-khe
title: †Diplotrypa petropolitana Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zzv-wv9-6r1
title: †Diplotrypa petropolitana Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.