cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25038242.v1
title: Aridity dependent sensitivity of grassland productivity to dry-wet climate extremes—data for XBS

description: Increasing intensity and frequency of dry-wet extremes (DWEs) under climate change is expected to affect rainfall-constrained ecosystems, particularly grassland ecosystems in arid and semi-arid zones. However, our understanding of DWEs impacts on grassland productivity remains limited, especially under naturally occurring climate extremes. Here, using a long-term (from 26 to 54 years) net primary productivity (NPP) dataset across 13 grasslands, we found that the direct effects of DWEs on NPP are aridity-dependent, with more arid grasslands showing higher vulnerability. Moreover, we revealed a pronounced shift in the relationship between extreme drought-induced legacy effect on NPP and aridity index (precipitation/potential evapotranspiration) when aridity index exceeds a threshold of 0.43. These findings provide compelling evidence for ambient climate-dependent resistance and resilience of grassland NPP to DWEs and highlight the need for considering the role of extreme climate conditions when forecasting the future of grassland productivity and stability in a warmer world.
DOI: 10.6084/m9.figshare.3481646.v3
title: Highly optimized statistical modeling of genome-scale count data

description: Talk given at International Biometrics Conference, Victoria, July 2016<br>Session: Modelling Count Data in the Era of Next Generation Sequencing Data<br>http://f1000research.com/articles/5-1356/v1http://genomebiology.biomedcentral.com/articles/10.1186/s13059-015-0862-3http://f1000research.com/articles/4-1521/v2<br><br>
DOI: 10.3535/0cf-7y5-prp
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r5j-pcz-v47
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7k0-2sk-r70
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ccs-pt0-4kk
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1418047.v1
title: Optimal Siting And Sizing Of Distributed Generation For Radial Distribution System Using Genetic Algorithm

description: Distributed generation (DG) is an emerging concept in the electricity sector, which represents good alternatives for electricity supply instead of the traditional centralized power generation concept.This paper presents a multi-objective performance index –based size and site determination of distributed generations in distribution system with various load models. The Optimal size and site of distributed generation is evaluated with multi-objective optimized values.The Multi-objective index is converted into Single objective performance index with the help of significant weights. It can evaluated the optimal siting and sizing with Genetic Algorithm (GA) and resluts were tested with 37-bus radial distribution system Keywords – Distributed Generation (DG), Genetic Algorithm (GA), load model, Multi-Objective Index
DOI: 10.6084/m9.figshare.26886514.v1
title: Near-peer teachers self-evaluation data after joining peer teaching program

description: Attached above is the raw data set for near peer teachers who responded in this study.
DOI: 10.3535/2fj-717-06j
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jwr-ntd-482
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qgb-llx-mgs
title: Favosites

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.4121/21763361.v1
title: Research Data - TRUSTS_D7.2 Sustainable business model for TRUSTS data marketplace II

description: This is raw (quantitative) research data based collected for TRUSTS Project deliverable: D7.2 Sustainable business model for TRUSTS data marketplace II. Specifically, this data relates to section “3. Evaluating Value Creation of a Federated Data Marketplace.” This section is divided into two steps: Steps 1 and 2. <br> The research data follow these steps. The spreadsheets of 1_Raw data, 1_Survey item, 1_Descriptive statistic, 1_Demographic_portrait, and 1_Reliability and validity belong to Step 1. Meanwhile, 2_Raw data, 2_Codebook, 2_Descriptive statistic, 2_Model, 2_Reliability and validity, and 2_Structural model belong to Step 2. <br> This research data is used for Partial Least Squares Structural Equation Modelling (PLS-SEM) analysis.
DOI: 10.17870/bathspa.13241288.v1
title: Appendix C - Information and Consent Form - Interview - Using Creative Writing to Explore Identity Formation: A Participatory Study with Adolescents in Post-Conflict Colombia (PhD Thesis)

description: This document has been uploaded as an appendix for the thesis, <i>Using Creative Writing to Explore Identity Formation: A Participatory Study with Adolescents in Post-Conflict Colombia</i>.<br>This item contains the final version of the Information and Consent Form for the conducting of interviews, shared with the individual participants. The open access version deposited here is redacted where necessary to protect personal details.
DOI: 10.3535/ch9-bdp-g9t
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g72-043-dh7
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19638771.v1
title: Refugia within the boreal caribou distribution (modified from source)

description: Refugia value within the boreal caribou distribution, as prepared from the 'Maximum pixel-level refugia value (RCP 8.5, 2050s)' layer from the 'Velocity-based macrorefugia for North American ecoregions' dataset (Stralberg, 2019). The data were projected and aligned to a standard analysis grid. Raster values ≥ 0.031299 were considered to be a hotspot. Source: Stralberg, D. 2019. Velocity-based macrorefugia for North American ecoregions [Data set]. Zenodo. http://doi.org/10.5281/zenodo.2579337 Stralberg, D., Carroll, C., Pedlar, J.H., Wilsey, C.B., McKenney, D.W. and Nielsen, S.E., 2018. Macrorefugia for North American trees and songbirds: Climatic limiting factors and multi‐scale topographic influences. <em>Global Ecology and Biogeography</em>, <em>27</em>(6), pp.690-703.
DOI: 10.3535/3rv-trf-lnz
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/flm-5km-a33
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17608/k6.auckland.4106283.v1
title: RUS ICE data for Cryosphere paper

description: Raw data from our Resonant Ultrasound Experiments on man-man poly-crystalline ice.
DOI: 10.3535/9eh-lvf-xj6
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l2l-2sz-gsw
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3470534.v1
title: Dataset.S1_RecordsParamuriceaClavataFor ENM

description: Dataset of presence records used for Ecological Niche Modelling of <i>Paramuricea clavata</i>.
DOI: 10.3535/47r-e1p-78t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8nw-7pv-g53
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.17198771.v1
title: Dataset_ProtectedAreaEffectiveness_ArticlesReview

description: Data collection of articles assessing the socio-ecological effectiveness of protected areas using remote sensing<br>
DOI: 10.6084/m9.figshare.5188261.v1
title: Dataset

description: Dataset with the acoustic and sequential data<br>
DOI: 10.3535/k9h-jlz-kx4
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sg1-8pz-5bf
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16892707.v1
title: Ecological stoichiometry and fungal community turnover reveal variation among mycorrhizal partners in their responses to warming and drought

description: dataset about carbon, nitrogen, and phosphorus concentration in the mycelium of arbuscular mycorrhizal fungi under warming and drought
DOI: 10.3535/2wd-gqx-5bd
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l4t-9py-sqk
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27175422.v1
title: Estrogen Receptor Beta Data

description: Data
DOI: 10.3535/0vj-lc8-z8t
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.c.3619886_d3.v1
title: Additional file 1: Table S1. of Association mapping of resistance to rice blast in upland field conditions

description: List of the 190 accessions included in the indica panel with their country of origin, their type (traditional or improved), their blast scores measured in 2011 and 2012 and, if need be, indication of the resistant haplotype they harbor at the PI33 locus. (XLSX 16 kb)
DOI: 10.3535/7z8-d9k-cbn
title: †Fistulipora McCoy, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q77-q02-00k
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27634290.v2
title: Dataset of Carbon Nanostructures for "Prediction of Carbon Nanostructure Mechanical Properties and the Role of Defects Using Machine Learning"

description: This repository contains the full 3D structure database associated with the publication "<b>Prediction of Carbon Nanostructure Mechanical Properties and the Role of Defects Using Machine Learning</b>"The dataset contains 1179 3D atomic structures of CNT bundles, 958 structures of CNT junctions, and 50 structures of carbon fiber cross-sections with associated mechanical properties from complete stress-strain curves up to failure for each structure (e.g., strain at break, Young's modulus, and tensile strength). The models have a size of up to 80,000 atoms and the ground truth data were derived using the reactive INTERFACE force field, IFF-R.The database is extensible and can include larger carbon nanostructures with labels, including data using multiple computational and experimental techniques as they become available. The goal is real-time prediction of stress-strain properties of carbon nanostructures of arbitrary 3D configurations. The fileshare also contains a second folder (HS-GNN.zip) that contains the hierarchical spatial graph neural network (HS-GNN) and a runscript for XGBoost to train and apply the machine learning models for property predictions as described in the publication. The files contain the complete machine learning pipeline. Third, we share the Supporting Files from the publication, which contain sample run scripts and the force field files to reproduce molecular dynamics simulations of stress-strain curves of the carbon nanostructures up to failure using IFF-R.
DOI: 10.3535/8zp-s9l-rhn
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l3t-qpj-nl7
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19083239.v3
title: Silene herbarium phenology

description: Phenology across the North American (United States and Canada) range of Silene acaulis, quantified using herbarium specimens. Dataset updated 16 August 2022. <br> Code uploaded 12 Sept 2022.
DOI: 10.3535/57w-jlt-rxc
title: †Ptilodictyidae Zittel, 1880

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qvq-wab-cqz
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/67k-jse-8hk
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tqn-v7f-ak7
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.5596939.v1
title: Zhao_et_al_Manuscript

description: Effects of urea formulations on behavior and functional traits of tadpoles<br>
DOI: 10.6084/m9.figshare.7223615.v1
title: Table 3.1. Palynofacies Analysis & Optical Kerogen Analysis

description: Palynofacies Analysis & Optical Kerogen Analysis
DOI: 10.6084/m9.figshare.c.3684343_d1.v1
title: Additional file 2: of Markov State Models of gene regulatory networks

description: Contains the scripts used to produce the figures and tables. (ZIP 76Â kb)
DOI: 10.3535/bw5-vqe-kmx
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v8b-p8z-y47
title: †Diplotrypa Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c1y-bwp-xes
title: †Diplotrypa Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mhw-1lc-z8n
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22639936.v1
title: Optical data for MOSR

description: This dataset contains: - Original images: the nissl-staining images of mouse brains downloaded from Allen Brain Atlas database - Cropped images: the sub-images cropped by the Python script, which can be used to train deep learning models
DOI: 10.3535/5gc-7gp-l9m
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kfk-9p9-v9s
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9je-yrv-gvc
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dnw-kyd-3pg
title: †Dalmanellidae Schuchert, 1913

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22666567.v1
title: Phylogenomic datasets

description: A64_individual_*: individual protein alignments and ML phylogenetic trees constructed with the A64 taxon sampling. A64_concatenation*: concatenated alignments, ML and bayesian phylogenetic trees constructed with the A64 taxon sampling. A175_individual_*: individual protein alignments and ML phylogenetic trees constructed with the A175 taxon sampling. A175_concatenation*: concatenated alignments, ML and bayesian phylogenetic trees constructed with the A64 taxon sampling.
DOI: 10.3535/52g-kgc-yfd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dy4-6x5-5ze
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hpt-v1c-enq
title: †Strophomenida Öpik, 1934

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19802656.v1
title: Sugarcane RNA-seq CPC

description: The RNA-seq data of the SCYLV.
DOI: 10.17632/4n6scxjhbb
title: Simulation Code and Data Outputs Associated with "Optical simulations to inform the design of UV-absorbing organic materials and solar cells"

description: The code files in this repository are the Matlab code used to generate the organic material optical constants and perform transfer-matrix simulations and analysis described in: Q. Burlingame and Yueh-Lin Loo, "Optical simulations to inform the design of UV-absorbing organic materials and solar cells", Solar Energy Materials and Solar Cells (2021). The remaining data files, which are stored in .xls format, are the optical constants and other model inputs that were employed while running the simulations, and the full outputs describing the simulated device performance across the full parameter space explored. Since this parameter space was quite large, only a fraction of the total data could be expressed in the manuscript. Thus, all the output data are included here for further exploration and use by others. Portions of the Matlab code were adapted from transfer-matrix implementations made publicly available by the Forrest group at University of Michigan: http://umich.edu/~ocm/research.html and the McGehee group, formerly of Stanford: https://web.stanford.edu/group/mcgehee/transfermatrix/ The pspectro photometric and colorimetric calculation package was also used: https://www.mathworks.com/matlabcentral/fileexchange/28185-pspectro-photometric-and-colorimetric-calculations
DOI: 10.3535/axn-hbj-hgv
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.25387/g3.28548704.v1
title: Supplemental Material for Hinojosa-Alvarez <i>et al</i>., 2025

description: Genome annotation of the dolphinfish Coryphaena hippurus
DOI: 10.3535/c23-2gz-dt9
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ksm-xk2-57g
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19207881.v2
title: CSR news reports.xlsx

description: The data is a collection of news reports on companies' social engagement in South Korea
DOI: 10.6084/m9.figshare.97154.v1
title: Day 36 Yeast Adaptation Hourly Growth

description: Attached is data from Day 36 of my yeast adaptation to D2O experiment. The data includes spectrum analysis from the nanodrop, the nanodrop measurments, and the filtered results. Also included is a plot of the data and a comparison of these results against yeast grown in D2O from previous experiments. Experimental details can be found in the links below.
DOI: 10.3535/bat-7a9-ywr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lvq-8fs-e8x
title: Anhydrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hfd-pjr-s2n
title: †Orthida Schuchert & Cooper, 1932

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q50-dlv-5t0
title: Dolomite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xb6-2yh-8j3
title: Clinochlore

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yxt-zs0-48q
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m0t-hp6-ck2
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ppq-qb5-xwa
title: Jasper

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vx3-phd-hbc
title: Diopside

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ydw-s1z-w22
title: igneous rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.11158358.v1
title: MOESM10 of Computational modeling of human bone fracture healing affected by different conditions of initial healing stage

description: Additional file 10. Job-2D-stress-d = 2–0.inp: an ABAQUS input file for stress-strain analysis when callus thickness was 2 mm. (INP 416kb)
DOI: 10.6084/m9.figshare.21396990.v1
title: Pyranometer data_Jumbo study

description: This file gather sunlight data collected by a pyranometer in the direct vincinity of the photobioreactor used in the context of the study "Photosynthetic carbon uptake correlates with cell protein content during lipid accumulation in the microalga <em>Chlorella vulgaris</em> NIES 227"
DOI: 10.3535/fng-3d0-zj1
title: Fayalite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.11618295.v1
title: Dzemil Dupljak Basics of C# Programming Certificate

description: Dzemil Dupljak Basics of C# Programming Certificate
DOI: 10.6084/m9.figshare.15145299.v1
title: Thermoelectric potential and activation temperature of graphite, ferrosilicon alloy and magnetite.xlsx

description: 石墨、硅铁合金势和温度的热电和活化温度
DOI: 10.6084/m9.figshare.24935073.v1
title: An Automatic Scientific Data Collection Framework for Materials Science

description: Record data for the paper "An Automatic Scientific Data Collection Framework for Materials Science".
DOI: 10.3535/00r-lbb-pkh
title: Lava

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nxm-jp4-y81
title: plagioclase porphyrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12469148.v1
title: Percent_diffs_codon_usage_spike_non_spikeV3.csv

description: Updated dataset % differences in codon usage between spike gene and all other genes from 5064 sequences compared to reference sequence. Corrected references.<br>
DOI: 10.6084/m9.figshare.13227473.v1
title: Generated Nino3.4Index

description: This data is used as input for EnsoPredict prediction. Containing data from year 1870 to 2019 (12 months). Nino 3.4 Index was generated by averaging 3 months sea surface temparature at pacific ocean. Original file can be accessed at http://portal.nersc.gov/project/dasrepo/AGU_ML_Tutorial/nino34.long.anom.data.txt
DOI: 10.6084/m9.figshare.28639550.v1
title: SPSS Data: The efficiency of traditional, double pipe, modified stove, and combination of modified stove and double pipe distillation.

description: The efficiency of traditional, double pipe, modified stove, and combination of modified stove and double pipe distillation