cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25215752.v1
title: Data_share.zip

description: Soil moisture plays a critical role in land-atmosphere interactions. Prediction of its dynamics is still a grand challenge. While in-situ measurements using sensors offer highly temporally resolved and accurate information compare to satellite observations, existing sensor networks are sparse and scarce. Here we propose a deep learning model for bridging the gap between infrequent satellite observations and sparse in-situ sensor network to improve near-term soil moisture predictions. The Long Short-Term Memory (LSTM)-based deep learning model was used to forecast soil moisture dynamics using soil parameters and climatic variables (e.g. air temperature, relative humidity, pressure, wind speed, turbulent fluxes, solar and terrestrial waves) collected from a dense network of sensors in a field located in Germany in an area of about 20 hectares. The dynamic time-lagged cross-correlation between soil moisture and other co-located soil and climatic features was calculated and a set of optimal predictors for training the LSTM model was selected. To efficiently learn the long-term dependency of soil moisture on its historical trends and to improve the prediction capability of the model, we optimized the LSTM structure, hyperparameters, and the size of the sliding window based on the goodness of fit ($R^2$ score) of the model. We also examined the feasibility of employing the model developed using the temporal data from one location for the prediction of soil moisture at other locations across the landscape. The results illustrate the robustness and efficiency of the proposed model for the spatio-temporal prediction of soil moisture.
DOI: 10.3535/g7j-ybh-jmm
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jhh-ntw-hc0
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22313053.v1
title: Garden Gradient Study

description: <strong>Elevation Gradient and Garden Study</strong> Included are the raw data for our study. Arthropod and leaf area data are in Excel spreadsheet files. Some data are in JMP format The data included are what is needed to replicate the study’s results.
DOI: 10.3535/2qs-6jf-tbq
title: †Dicoelosia King, 1850

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sw7-3es-qx2
title: Favositidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.4645306.v1
title: Blast output, annotation file and Plottree,py

description: Blast output from OGs of megavirales, python script for plotting annotated trees, annotation file prepared
DOI: 10.3535/0ga-xj4-1d6
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kkp-mn5-tvq
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/76h-t9d-hqv
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w5j-b9q-1mg
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p7f-kh1-y5n
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t7m-q16-esd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.11887674.v2
title: Hydration thermodynamics of cytosolic phospholipase A<sub>2</sub> GIVA predict its membrane-associated parts and its highly hydrated binding site

description: During biological events, the water molecules associated with the protein are re-oriented to adapt to the new conditions, inducing changes in the system’s free energy. The characterization of water structure and thermodynamics may facilitate the prediction of certain biological events, such as the binding of a ligand and the membrane-associated parts of a protein. In this computational study, we calculated the hydration thermodynamics of cytosolic phospholipase A<sub>2</sub> group IV (GIVA cPLA<sub>2</sub>) to study the hydration properties of the protein’s surface and binding pocket. Hydrophobicity scales and the Grid Inhomogeneous Solvation Theory (GIST) tool were employed for the calculations. The hydrophobic areas of the protein’s surface were predicted more accurately with the GIST method rather than with the hydrophobicity scales. Based on this, a model of the protein-membrane complex was constructed. In addition, the calculation revealed the highly hydrated binding pocket that further contribute to our understanding of the ligands’ binding. Communicated by Ramaswamy H. Sarma
DOI: 10.3535/mrh-p1x-8ch
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nl9-pdv-y1w
title: †Dalmanella Hall & Clarke, 1892

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20799637.v3
title: A tiled multi-city urban objects dataset for city-scale building energy simulation

description: City-scale building energy simulation provides a significant reference for planning and urban management. However, large-scale building energy simulation is often not feasible due to the huge amount of computational resources required and the lack of high-precision building models. Here, We developed a tiled multi-city urban objects dataset and a distributed data ontology. Such a data metric not only transforms the conventional whole-city simulation model into patch-based distributed simulations but also incorporates interactive relationships among objects in cities. This dataset stores urban objects (8,196,003 buildings; 238,736 vegetations; 2,381,6698 streets; 430,364 UrbanTiles; 430,464 UrbanPatches), UrbanTiles, and UrbanPatches) from thirty major cities in the United States. It also aggregated morphological features for each UrbanTile.
DOI: 10.3535/10q-618-pjp
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6yl-g97-b1w
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26172292.v1
title: AK traverse soil cores_chemical properties

description: Please, refer to 'AK traverse soil cores_information' file.
DOI: 10.3535/h10-vcv-qrz
title: †Skenidioides Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p6q-z6m-z9t
title: †Skenidioides Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7f1-pe3-r5w
title: †Skenidioides Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x5x-kfx-ge6
title: †Skenidioides Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23716158.v1
title: <strong>Quality of Life and Psychological Problems in Children with and without Celiac Disease</strong>

description: <strong>Objective:</strong> This study aimed to assess the impact of a gluten-free diet on the mental health and quality of life of children with Celiac Disease, a condition triggered by gluten consumption. Comparisons were made between children with and without Celiac Disease and between children's self-reports and parental reports of their quality of life. <strong>Methods</strong>: In this case-control study, the quality of life of children aged 6 to 16 with Celiac Disease was compared to children without Celiac Disease. Additionally, the study aimed to compare the reports of parents and children regarding quality of life. To assess quality of life, questionnaires including the Quality-of-Life Questionnaire (Kid-KINDL) were administered to both children and parents, while the Checklist of Pediatric Symptoms (PSC) was specifically completed by parents. <strong>Results</strong>: The results indicated significant differences (p&lt;0.05) between children with and without Celiac Disease in terms of quality of life, PSC scores, attention, internalizing and externalizing symptoms (as reported by parents), as well as school performance, self-esteem, and emotional well-being (as reported by children). Furthermore, significant differences (p&lt;0.05) were found between children and parents in their reporting of quality of life and self-esteem among children with Celiac Disease. <strong>Conclusion</strong>: This study offers valuable insights into the quality of life, psychological impairments, and related factors in both children with Celiac Disease and those without Celiac Disease. Additionally, it highlights the tendency of children with Celiac Disease parents to underestimate their children quality of life.
DOI: 10.3535/lrl-dnw-0cq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y3b-ntk-wx2
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/j9s-57h-wn8
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ng5-dgw-j6s
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cea-3zt-qry
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24771255.v2
title: 10m resolution ginseng map of Northeast China in 2022

description: This dataset contains the identification results of yellow and blue ginseng sheds in Northeast China in 2022 with a spatial resolution of 10 m and a coordinate system of WGS1984, and all the results are divided by provinces. The production process of this dataset is based on the Sentinel-2 image as the data source, and two novel indices, blue ginseng shed index (BGSI) and yellow ginseng shed index (YGSI), are mainly applied to calculate this dataset.
DOI: 10.3535/jpg-a9s-txj
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pw7-keg-rwb
title: †Skenidioides Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cwv-84q-z9a
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ztk-6je-wlv
title: †Isorthis Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1cw-m3f-rcj
title: Glaucophane

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kcg-1c3-0rj
title: Goethite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ey1-1s0-kar
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h9w-l8j-5vw
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2pe-9rh-z74
title: Ilmenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mqs-70q-eky
title: Erythrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p7q-2mw-sjd
title: Pharmacolite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/jc8nvk4t33
title: Data for: Comparative assessment of NCEP and ECMWF global datasets and numerical approaches on rough sea generation for ship navigation based on numerical simulation and shipboard measurements

description: This file consists all the simulated and observed wind for all eight cases, by all linear interpolation method and WRF downscaling simulations. Other researchers may make other possible findings from those data about the wind characteristics on-board a ship.
DOI: 10.3535/6yr-f5m-9ez
title: Opal

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24954414.v1
title: <b>Foliar herbivory-enhanced mycorrhization is associated with increased levels of lipids in root and root exudates</b>

description: Data associated with the manuscript.
DOI: 10.3535/h9p-8tm-rcv
title: Barite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w9a-xcv-bya
title: Granite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bvg-08m-2wx
title: Gypsum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/j7z-8tp-rds
title: Tourmaline

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14593713.v1
title: Dataset: Opto-evoked fEPSP

description: File descriptions:<br>evAmps:<br>rows = evoked amplitudes (microV)<br>cols = animal<br>evSlopes:<br>rows = evoked slopes (microV/second)<br>cols = animal<br>evTimes:<br>rows = time of stimulation (seconds from start of analysis)<br>cols = animal<br>evStates:<br>rows = behavioral state of animal at time of stimulation (1 = quiet wake, 2 = REM, 3 = NREM, 4 = active wake)<br>cols = animal<br>Animal_States:rows = behavioral state of animal starting from start of analysis, time step = 1 second (1 = quiet wake, 2 = REM, 3 = NREM, 4 = active wake).cols = animal<br>Animal_Start_Times:rows = seconds from lights on (ZT0) to the start of analysis (for tracking light/dark times)<br><br>
DOI: 10.3535/chy-xy0-xj6
title: Pegmatite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qhc-0zl-rft
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28590698.v1
title: 趋势 analysis.zip

description: Trend analysis of aboveground biomass in grasslands
DOI: 10.15468/dl.t6cutw
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-123.3651217403063 41.763193832565776, -123.36851257056271 41.76255188484953, -123.3716708578875 41.761426888258185, -123.37447517101926 41.75986210694991, -123.37681771457646 41.75791771308869, -123.37860847571086 41.75566846859861, -123.37977868175174 41.753200846020285, -123.38028343619754 41.75060970003967, -123.38010343280915 41.747994618420414, -123.37924568365013 41.745456093156925, -123.37774323521165 41.743091659254254, -123.37565388572348 41.74099214942186, -123.37305795487983 41.73923820816785, -123.37005519307323 41.7378971985327, -123.36676094953737 41.737020619443506, -123.3633017464254 41.7366421320137, -123.35981042786078 41.73677626981924, -123.35642106867327 41.737417882128646, -123.35326383636725 41.73854233121749, -123.35046000158702 41.74010643627989, -123.34811728688952 41.742050128104204, -123.34632573117754 41.74429875164501, -123.34515422808906 41.74676592889568, -123.34464787158934 41.74935687296728, -123.34482621181579 41.75197202683504, -123.34568248990597 41.75451088750532, -123.34718388332563 41.75687586891045, -123.34927275446213 41.75897605498872, -123.35186885644589 41.76073069827968, -123.35487241283 41.76207232886408, -123.35816795341347 41.76294935328101, -123.36162875857947 41.76332804261982, -123.3651217403063 41.763193832565776))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 48 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009917-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qgb-e57-4zq
title: Pyromorphite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rfa-cds-hl3
title: Apatite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1332518.v1
title: Intra-Visit Stability

description: This is the overall group of data and presentations for IT34500 undergraduate research project on Intra-Visit Stability for Iris Recognition
DOI: 10.3535/6bh-j2x-tmy
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q5v-sp8-hlp
title: †Bothriocidaris Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jqf-4s3-dez
title: †Euomphalopterus C. F. Roemer, 1876

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m2p-kwt-ftj
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d20-9xg-sbq
title: Pinite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r8n-fv7-s4f
title: †Toxochasmops (Schmidtops) maximus Schmidt, 1881

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/j8z-kt4-1bl
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rhv-333-3yn
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7k1-daw-zpr
title: †Leangella Öpik, 1933

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t1d-pyw-s7h
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b4a-0qv-mlz
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gnx-k9e-fq2
title: †Isorthis Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ycx-3sh-eqc
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zf5-tmq-2ch
title: †Leangella Öpik, 1933

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.5634661
title: Tucupi creamy paste: development, sensory evaluation and rheological characterization

description: Abstract Tucupi, a fermented product obtained from cassava (Manihot esculenta Crantz) is widely employed in the cuisine of the Northern region of Brazil, however, its industrial application is incipient. This study used tucupi to prepare a creamy paste, which underwent sensory and rheological evaluation. Paste formulations with 5 to 20% concentrated tucupi were obtained. An acceptance test was used to assess the product’s acceptability regarding the attributes of color, aroma, flavor, texture, and overall impression. A purchase intention test of the product was also applied. The product’s rheology was studied at 25, 40, and 60 °C and the activation energy (Ea) was estimated. The internal preference mapping indicated that the paste formulation with 5% and 10% tucupi were the most accepted by the judge, but only the 10% tucupi paste was characterized. Proportions greater than 15% tucupi influenced negatively in the flavor and texture of the product. Purchase intention test showed that 99% of the judges demonstrated interest in purchasing the product. The product presented 72.7% moisture, 10.4% lipids, 0.5% proteins, 2.1% ashes, 14.3% carbohydrates, and 7.4 μg/g β-carotene. According to the rheological assays, the paste presented characteristics of a pseudoplastic fluid. The Herschel-Bulkley model proved efficient to predict the flow curves for the product in the temperature range tested, for which Ea was estimated at 7.49 kJ/mol.
DOI: 10.6084/m9.figshare.5956108.v1
title: Data for the movement ecology part of Dahirel et al 2016 Journal of Zoology

description: dataset and metadata for the movement ecology part of the following paper <br>(see metadata file and article for complete information)<br><br>Article: Potential syndromes linking dispersal and reproduction in the hermaphrodite land snail Cornu aspersum<br>Authors: Dahirel, Maxime; Ansart, Armelle; Madec, Luc<br>Journal of Zoology (2016)<br>doi:10.1111/jzo.12328<br><br>
DOI: 10.3535/525-b95-p9q
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/67t-hzz-89m
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7jq-k4d-06h
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qek-lnt-0ar
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2e3-fe2-prs
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z2q-5qa-njs
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/321-gn7-mbg
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3zh-7qj-26m
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s3y-xdg-qdb
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19372514.v1
title: Immune_subset.Robj

description: The Immune cell subset (Figure 1) from Marsh et al., 2022. This is a R object containing all cells, clustering, and metadata for the immune cell subset of the integrated dataset. This contains immune cells isolated from human second trimester villous and smooth chorion samples. More detail can be found in the manuscript.
DOI: 10.3535/tl1-wc8-nww
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x12-4ft-4e3
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.xcn2ay
title: Occurrence Download

description: A dataset containing 482047 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium album L."
 ]
}

 The dataset includes 482047 records from 3006 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009891-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.