cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6pw3y83hnh
title: Data for "A Structural Model of Productivity, Uncertain Demand, and Export Dynamics"

description: The csv file contains data used for the estimation of the dynamic model in "A Structural Model of Productivity, Uncertain Demand, and Export Dynamics".
DOI: 10.17632/bhz5ywntn4
title: Data for: Does energy price affect energy efficiency? Cross-country panel evidence

description: STATA 15 do file of the article: Does energy price affect energy efficiency? Cross-country panel evidence
DOI: 10.17632/kzhbwddnrx
title: LINF_110018000

description: Ostalpha/TMEM184C-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.3535/vn6-k33-8h5
title: Cyathopodium Verrill, 1868

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xzv-vqf-3fj
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1vf-yc2-vfq
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yn3-jn1-3kj
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/48xpyspcdk
title: Drought stress from relative humidity control induces nutrient starvation stress

description: Autophagy contributes to the maintenance of life by degrading and removing proteins and organelles damaged by various environmental stresses. Autophagy-deficient (atg) mutants are known to be sensitive to environmental stresses, such as oxidative stress. In Physcomitrium, atg mutants exhibit greater sensitivity to nutrient starvation (carbon, nitrogen, and phosphate) compared to wild-type (WT). Furthermore, when Physcomitrium is incubated in the dark, chlorophyll is degraded, leading to decolorization, indicating that atg mutants are sensitive not only to nutrient starvation but also to darkness. In this study, we focused on drought stress, which plants frequently experience in their natural environment, and examined the response of atg mutants in Physcomitrium under drought stress conditions of 13% relative humidity (RH) using LiCl and 43% RH using K₂CO₃. Immediately after exposure to drought stress, both WT and atg mutants retained their green color under 13% RH; however, atg mutants faded under 43% RH. This difference may be attributed to reduced intracellular metabolic activity and suppressed chlorophyll degradation under 13% RH, whereas chlorophyll degradation was enhanced under 43% RH. These findings suggest that nutrient starvation stress should be considered even under mild drought conditions, such as 43% RH.
DOI: 10.3535/21j-66h-je1
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h5g-cj1-t1k
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/16x-y8b-b98
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f4g-cr3-ktp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tdt-djk-4tg
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23932770.v1
title: animal_5_Allen_atlas.mat

description: Data subset from Benisty et. al 2023 describing the relationship between neural signals and spontaneous behavior
DOI: 10.17632/k3fd2wgmbz
title: Environment for visualizing and calculating the vertical displacement of the hyoid bone

description: Environment for visualizing the vertical movement in terms of distance of the hyoid bone in ultrasound examinations of swallowing, using deep learning together with object detection.

Features:
- Detect the hyoid bone and its movement;
- Calculate the displacement of the vertical movement of the hyoid bone in terms of
distance at its maximum amplitude;
- View video of the detected hyoid bone;
- Download the video with the detected hyoid bone.
DOI: 10.3535/dyl-kcm-fbz
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e4r-7kf-m3t
title: Palaeoconchus sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20462817.v1
title: TCGA-ov.txt

description: come from public database
DOI: 10.17632/49yzgc4srk
title: Computation of wavefunctions for the helium isoelectronic sequence

description: Title of program: TWO ELECTRON WAVEFUNCTIONS Catalogue Id: ACQK_v1_0 Nature of problem This program computes wavefunctions and energies of the helium isoelectronic sequence to any desired accuracy. The wavefunctions have the correct asymptotic form and therefore they are particularly suitable for use in scattering problems. They have been used to calculate line strengths by Knox and Rudge. Versions of this program held in the CPC repository in Mendeley Data ACQK_v1_0; TWO ELECTRON WAVEFUNCTIONS; 10.1016/0010-4655(70)90003-2 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.3535/qar-xt9-sey
title: Conchicolites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ynf-k96-ymh
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16903003.v2
title: SUERC radiocarbon labratory results c14

description: Radiocarbon results for thesis project, conducted at the AMS 14C Dating at the Scottish Universities Environmental Research Centre (SUERC) Radiocarbon. Permission to publish by Dr. Kerry Sayle. For full method and analysis see Dunbar et al. 2016
DOI: 10.17632/c896zyhvsx
title: LINF_090016200

description: VPS13-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.3535/4es-m9j-817
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h2m-63t-159
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/cdd3jndhf3
title: Guédron et al STOTEN 2020 Lake Titicaca Hg diagenesis dataset
DOI: 10.3535/5he-2sk-2gn
title: Conchicolites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c52-lmh-l5j
title: Conchicolites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14095877.v1
title: Survey questions for Identifying self-efficacy triggers in consumers’ technologies devices for health

description: Survey question for project <b>Identifying self-efficacy triggers in consumers’ technologies devices for health. Based on survey by Jacobs et. al. (2019):</b><b><br></b><b></b>Jacobs, J. V., Hettinger, L. J., Huang, Y.-H., Jeffries, S., Lesch, M. F., Simmons, L. A., . . . Willetts, J. L. (2019). Employee acceptance of wearable technology in the workplace. <i>Applied Ergonomics, 78</i>, 148-156.<b></b>
DOI: 10.3535/qkr-mv1-4vc
title: Conchicolites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wds-sz7-de4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22689751.v9
title: The annual 10-m maize mapping in China during 2017-2021

description: <strong>The annual 10-m maize mapping in China during 2017-2021</strong> <br> <strong>The format of data is: [adcode]_[year].tif</strong> <br> <strong>the [adcode] is a unique code for province of China. (</strong> More detail: DataV.GeoAtlas地理小工具系列 (aliyun.com) <strong>)</strong>
DOI: 10.3535/94q-2gj-knb
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kjv-4ca-6fa
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14602902.v1
title: Stevanovic et al. RAW DATA.xlsx

description: Raw data of the serosurveillance of SARS-CoV-2 infections in dog population. <br>
DOI: 10.3535/2qy-68x-zx3
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5ze-m3f-za8
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16892758.v1
title: February 2021 Covid-19 Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in February, 2021 from Twitter's COVID-19 Streaming Endpoint via a custom script developed by the Social Media Lab (https://socialmedialab.ca/). Visit our interactive dashboard at https://stream.covid19misinfo.org/ for a preview and some general stats about this COVID-19 Twitter streaming dataset. For more info about Twitter's COVID-19 Streaming Endpoint, visit https://developer.twitter.com/en/docs/labs/covid19-stream/overview * Note: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.17632/g2f4g4j5kr
title: Hybrid3D (integrated modeling): a 3D theory-guided machine learning algorithm for inverse modeling of variably saturated groundwater flow coupled with surface flow dynamics

description: Hybrid3D is a new fully modifiable code for inverse modeling of variably saturated groundwater flow coupled with surface flow dynamics.

Summary of what is new:
1) The idea of considering each component of the overall water system as a theory-guided model that exchanges information with other models that are themselves theory-guided.
2) First integrated theory-guided machine learning code for spatio-temporal groundwater level simulation.
3) First code for the simulation of aquifers with variable saturation.

Details:
The code is initially built for a real aquifer with an irregular geometry composed of 4 stratigraphic units, each one formed by different hydrogeological layers. In this aquifer, we have 4 hydrogeological layers: 3 layers of sands with variable granulometry and one layer of clay. The conceptual model of this aquifer can be found in Adombi et al (2022)*.

Since this is an integrated model, the new idea was to consider each component of the system (aquifer + surface water) as a model that exchanges information with the other model. For example, the aquifer was considered as a variably saturated medium and is represented by a theory-guided artificial neural network ("variably saturated flow equations") and the surface water by another theory-guided artificial neural network ("2D Saint Venant equations").

The code can also be modified to consider the pumping wells as a third model (theory-guided neural network) that interacts with the other two.

The retention and permeability laws used are those of Brooks & Corey (1964) but can be modified to use any retention and permeability laws.

In this code, the Saint Venant equations are incompletely constrained. The user has the choice, if data are available, to increase the constraint on these equations for the surface water system.

All code details are provided in the python files. A folder containing the data is also added. So the code can be executed directly after the download.

Requirements: TensorFlow version: 2.3 or less

References:

Adombi, A.V.D.P., Chesnaux, R., Boucher, M.-A., 2022. Comparing numerical modelling, traditional machine learning and theory-guided machine learning in inverse modeling of groundwater dynamics: A first study case application. Journal of Hydrology: 128600. DOI:https://doi.org/10.1016/j.jhydrol.2022.128600.

Brooks, R.H. and Corey, A.T., 1964. Hydraulic Properties of Porous Media. Hydrology Paper: Vol. 3, Colorado State University, Fort Collins.
DOI: 10.17632/jkvz7jrwny
title: COVID-19 Ventilators: Schematic representation

description: This dataset presents a schematic representation of some of the currently acknowledged solutions from the open-source projects of ventilators, made to challenge the COVID-19 pandemic. The framework is composed by two graphical tools: the Problem-Solution-Network (PSN) and the chart of structural solutions. Red boxes in the PSN represents the rows of the chart. More specifically, it has been hypothesized a framework capable to abstractly model existing solutions, in order to represent them without focusing on mere structural details that can somehow induce bias in designers that will consult them. Indeed, complete information about available open-source ventilators can be found, in terms of electrical scheme, detailed CAD models, videos and photos. However, many of them share the same working principles and differ only in terms of manufacturing-related choices and/or forms. Differently, other solutions implement completely different principles, but are sometimes implemented at a very rough level. It is acknowledged in literature that the way in which a prototype is presented (otherwise said “Fidelity” level) can actually influence the opinion of the audience (in this case, of the stakeholders involved in the development of new ventilators). Therefore, poorly implemented original ideas often risk to be discarded because “not convincing”, if compared to other (maybe old) ideas developed in higher detail. In order to avoid this problem, it has been chosen to model the compressing unit of the ventilators in two ways, i.e. abstractly with schemas, and graphically with generalized CAD models. For the abstract schematization, it has been chosen to apply the Problem-Solution-Network (PSN) approach. In particular, its last version has been taken as a reference, where different abstraction levels are considered to formulate both design problems and solutions. Then, a chart to collect the generalized CAD models of key mechanisms has been used, and directly linked to the PSN. The following paragraphs explain both the PSN and the chart. This particular set of graphical tools allows to represent ventilators by decomposing them into the main design problems and the related solutions used to implement them. Besides the generation of brand new solutions for each problem, the proposal allows to explore different combinations between already explored solutions (not to be confounded with a mere recombination of parts fom acknowledged ventilators). Please note that the file type "graphml" can be open and edited with the software yEd (available at www.yworks.com/products/yed).
DOI: 10.3535/r4x-qth-s39
title: Conchicolites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t9b-87a-0sm
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/sr732pfskb
title: Data for: Deformation and strengthening of SiC reinforced Al-MMCs under in-situ micro-pillar compression

description: In situ compression testing of micro-pillar fabricated on matrix material (Al 6061)
DOI: 10.17632/wgxks376bw
title: What are the Impacts of Gamma Irradiation on the Sterilization of Polymeric Mats Containing Natural Extracts?

description: The bioactives of propolis extracts were electrospun with PCL, and were analyzed before and after sterilization by gamma radiation.
DOI: 10.3535/nc1-y9w-0tx
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vfx-f84-bg7
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26666953.v1
title: Additional file 5 of Niche-DE: niche-differential gene expression analysis in spatial transcriptomics data identifies context-dependent cell-cell interactions

description: Additional file 5: Table S1. A list of (tumor, fibroblast)- genes found by applying niche-DE only in patient 4 of the manuscript. Table S2. The CODEX protein panel used to generate the CODEX data for patient 4 in the manuscript.
DOI: 10.3535/kv5-shx-8e1
title: Tuberoconchus wilsoni

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m7l-r5v-a59
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5hw-432-1ex
title: Tuberoconchus wilsoni

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f74-24g-vb8
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2j5-n34-8t0
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h7n-1k8-7jf
title: Microconchida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24903030.v2
title: data. Managing Methane Emissions through Coordinated Manure and Irrigation Regimes: Impacts on Soil Carbon Dynamics and Methanotroph Activity. PlOS ONE

description: Managing Methane Emissions through Coordinated Manure and Irrigation Regimes: Impacts on Soil Carbon Dynamics and Methanotroph Activity
DOI: 10.3535/j88-d90-8gd
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yw3-ma3-fx7
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/any-6p5-718
title: †Corynotrypa Bassler, 1911

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/swj-y68-hn5
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22040796.v1
title: Two QSAR models for predicting the toxicity of chemicals towards <i>Tetrahymena pyriformis</i> based on topological-norm descriptors and spatial-norm descriptors

description: Quantitative structure-activity relationship (QSAR) is important for safe, rapid and effective risk assessment of chemicals. In this study, two QSAR models were established with 1230 chemicals to predict toxicity towards <i>Tetrahymena pyriformis</i> using multiple linear regression (MLR) method. The topological(T)-QSAR model was developed by using topological-norm descriptors generated from the topological structure, and the spatial(S)-QSAR model were built with spatial-norm descriptors obtained from the three-dimensional structure of molecules and topological-norm descriptors. The <i>r</i><sup>2</sup><sub>training</sub> and <i>r</i><sup>2</sup><sub>test</sub> are 0.8304 and 0.8338 for the T-QSAR model, and 0.8485 and 0.8585 for the S-QSAR model, which means that T-QSAR model and S-QSAR model can be used to predict toxicity quickly and accurately. In addition, we also conducted validation on the developed models. Satisfying validation results and statistical parameters demonstrated that QSAR models based on the topological-norm descriptors and spatial-norm descriptors proposed in this paper could be further utilized to estimate the toxicity of chemicals towards <i>Tetrahymena pyriformis</i>.
DOI: 10.3535/cd8-whm-9t3
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dld-sxa-xht
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/m78km9mdrt
title: Joint exposure to multiple air pollutants, genetic risk, and incident psoriasis: a large-scale prospective cohort study

description: supplemental material
DOI: 10.3535/427-ne6-atr
title: †Arachnostega gastrochaenae Bertling, 1992

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qyt-t8k-z22
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hcx-dtd-qle
title: †Orthonota Conrad, 1841

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mvk-dmx-mea
title: †Orthonota Conrad, 1841

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ejt-v34-vmj
title: †Orthonota Conrad, 1841

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28683098.v1
title: MasterThesis_StefanFrey

description: Data for Master thesis, Olfactory perception of GLV and common flower volatilesin bees and wasps: a comparative study
DOI: 10.17632/tnhj5nbpc6
title: Data for: A Comprehensive model for individuals' acceptance of smart energy technology - a meta-analysis

description: Dataset consists of correlation coefficients from primary studies. The dataset is used for meta-analysis. Explanation of columns: (A) 'Study.ID' includes IDs of primary studies, (B) 'ESID' includes IDs of effect sizes, (C) 'Cell' refers to position of correlation coefficient in pooled correlation matrix, (D) 'inv_n' includes inversed sample size weights, (E) 'Esize' includes effect sizes i.e., correlation coefficients.
DOI: 10.3535/mn5-phs-d6n
title: †Arachnostega gastrochaenae Bertling, 1992

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xaf-37w-w02
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3840390.v1
title: Ecology field study on the relationship between the diameter of adult trees and the distance to the nearest sapling

description: Methods: In order to assess the relationship between tree diameter and the distance to the nearest sapling, 10 pairs of adult and sapling trees were sampled. This study was conducted at the Danby Woodlot at York University. Transect measuring tapes were placed at the edge of the woodlot to the centre of the woodlot and the first 10 adult trees (of the same species) encountered were analyzed. Distance to the nearest sapling of the same species was measured and recorded, as well as the diameter at breast height of the adult tree and sapling. The extent of canopy coverage of each adult tree was estimated. Equipment used includes transect measuring tapes, pen and paper. <br>Hypothesis: There is a positive correlation between tree diameter and the distance to the nearest sapling due to competition between neighbouring trees for nutrients and light. <br><br>Predictions: 1. As tree diameter increases, distance to the nearest sapling increases. <br>2. As tree diameter increases, canopy coverage increases. 3. As canopy coverage increases, distance to the nearest sapling increases.
DOI: 10.3535/dkr-lzm-lkb
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qry-e8h-cgr
title: †Arachnostega gastrochaenae Bertling, 1992

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5gc-n0y-grq
title: †Arachnostega gastrochaenae Bertling, 1992

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yr8-xc5-sxz
title: Bivalvia Linnaeus, 1758

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