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15,542 results for “How long”
Long time series (2001-2018) of daily evapotranspiration in China generated based on SEBAL: Part 1
<p>The dataset named SEBAL evapotranspiration in China (SEBAL ET) characterized the daily evapotranspiration (in millimeter) of vegetation in China from 2001 to 2018, the spatial resolution is 1 km × 1km and the temporal resolution is 1 day with the coordinate system of GCS_WGS_1984. The products were generated using Surface Energy Balance Algorithm of Land (SEBAL) and multi-sources remote sensing data, including MOD43A1 daily surface albedo, MOD11A1 daily surface temperature and MOD13 vegetation indices (obtained from NASA: https://ladsweb.modaps.eosdis.nasa.gov/search/), the meteorological data obtained from GMAO (https://gmao.gsfc.nasa.gov/research/highlights/2013-2015.php), the input variables were all aggregated of resampled to 1 km × 1km. The products were evaluated using the eight flux towers observation data for point validation and water balance method for regional validation and showed R value of 0.79 and 0.98, respectively, which indicated the products have a great performance. SEBAL ET can be used for several geoscience studies, especially for global change, water resources mangement and agricultural drought monitoring, etc.</p> <p> </p>
A computationally efficient method for parameter sensitivity analysis of microbially-explicit biogeochemical models accounting for long-term behavior
<p>The dataset is for the manuscript entitled "A computationally efficient method for parameter sensitivity analysis of microbially-explicit biogeochemical models accounting for long-term behavior".</p>
Long-time series vSAG 37-F6
<p>Supplementary data to the paper "Time series data provide insights into the evolution and abundance of one of the most abundant viruses in the marine virosphere: the uncultured pelagiphages vSAG 37-F6"</p> <div>Includes the reads for the 1 and 7-years time series</div> <div> </div>
Dataset for Can we predict kick force based solely on spatial-temporal variables? Applying long short-term memory model for predicting force values of turning and side kick of taekwon-do athletes
<p>This data set is created for a purpose of publication "<span>Can we predict kick force based solely on spatial-temporal variables? Applying long short-term memory model for predicting force values of turning and side kick of taekwon-do athletes". It contains of dataset of kicks and lstm models for predictions a force of kicks upon IMU data. Detailed description of file names are in readme file. Folders are divided into specific kicks - turning or side kick in sport or traditional versions.</span></p>
FIGURES 1–4 in Long-legged flies (Diptera: Dolichopodidae) in the Czech Republic-2. Corindia and Thrypticus
FIGURES 1–4. Collecting sites in Bohemia (Czech Republic) for Thrypticus species. 1, 2, Plzeň-Bolevec, NW banks of Velký bolevecký rybník, at extremely low (June 2022) and artificially raised water level (July 2023), with abundant Eleocharis palustris, Juncus spp. and Phragmites australis; 3, 4, Kateřina, Soos NNR, salt marshes with extensive Schoenoplectus tabernaemontani stands. All photos by Z. Kejval.
FIGURES 11–14. 11–13 in Long-legged flies (Diptera: Dolichopodidae) in the Czech Republic-2. Corindia and Thrypticus
FIGURES 11–14. 11–13, Thrypticus habitus, lateral view. 11, T. atomus Frey (female, Horšovský Týn); 12, T. bolevensis sp. nov. (male, holotype); 13, T. cuneatus (Becker) (male, Plzeň-Bolevec); 14, T. atomus (Horšovský Týn, female ovipositor). All photos by Z. Kejval. Scale (1 mm)—Figs 11–13; (0.1 mm)—Fig. 14.
FIGURES 5–10 in Long-legged flies (Diptera: Dolichopodidae) in the Czech Republic-2. Corindia and Thrypticus
FIGURES 5–10. Thrypticus bolevensis sp. nov. (paratype). 5, terminal part of hypopygium, lateral view; 6, same, ventral view; 7, hypandrium, lateral view; 8, same, dorsal view; 9, phallus, lateral view; 10, phallus, detail of its apex, lateral view. Scale (0.2 mm): A—Figs 7–9, B—Figs 5, 6; (0.1 mm): C—Fig. 10.
Organic and inorganic carbon sinks reduce long-term deep carbon emissions in the continental collision margin of the southern Tibetan Plateau: Implications for Cenozoic climate cooling
<p>Hydrogeochemical data including aqueous chemistry, hydrogen and oxygen isotopes, gas components, gas helium, carbon isotopes from southern Tibet. Supporting the manuscript titled "Organic and inorganic carbon sinks reduce long-term deep carbon emissions in the continental collision margin of the southern Tibetan Plateau: Implications for Cenozoic climate cooling".</p>
Identification of a novel non-coding deletion in Allan-Herndon-Dudley syndrome by long-read HiFi genome sequencing
<p>These are the VCF files of structural variant (SV) calls for two sibling patients (II:2 [GMPB009_1] and II:3 [GMPB009_4]) generated by PacBio HiFi long-read genome sequencing.</p> <p>Sequence reads were processed using the <a href="https://github.com/PacificBiosciences/pb-human-wgs-workflow-snakemake">PacBio Human WGS workflow</a> with the human reference genome (hg38), and SVs were identified using '<a href="https://github.com/PacificBiosciences/svpack">svpack</a>'.</p>
Data for "Long range segmentation of prokaryotic genomes by gene age and functionality"
<p>Additional data for the <em>Long range segmentation of prokaryotic genomes by gene age and functionality</em> article.</p>
Figs 1–6 in Irwinus, a new genus of long-legged flies from South Africa (Diptera: Dolichopodidae: Sympycninae)
Figs 1–6. Irwinus irwini, sp.n., male. 1 — habitus; 2 — head, anterior view; 3 — head, antero-lateral view; 4 — wing; 5 — abdomen, dorsal view; 6 — abdomen after maceration, dorsal view. Рис. 1–6. Irwinus irwini, sp.n., самец. 1 — внеШний вид; 2 — голова, спереди; 3 — голова, спереди сбоку; 4 — крыло; 5 — брюШко, сверху; 6 — брюШко, после раЗмЯгчениЯ, сверху.
Figs 11–15 in Irwinus, a new genus of long-legged flies from South Africa (Diptera: Dolichopodidae: Sympycninae)
Figs 11–15. Irwinus irwini, sp.n., female. 11 — habitus; 12 — head, anterior view; 13 — head, lateral view; 14 — wing; 15 — tergites 4, 5, 9+10 of abdomen, dorsal view. Рис. 11–15. Irwinus irwini, sp.n., самка. 11 — внеШний вид; 12 — голова, спереди; 13 — голова, сбоку; 14 — крыло; 15 — тергиты 4, 5, 9+10 брюШка, сверху.
Figs 7–10 in Irwinus, a new genus of long-legged flies from South Africa (Diptera: Dolichopodidae: Sympycninae)
Figs 7–10. Irwinus irwini, sp.n., male, after maceration. 7 — hypopygium, left lateral view; 8 —hypopygium, dorsal view; 9 — surstylus and cercus, dorso-lateral view; 10 — epandrium and hypandrium, ventral view. Рис. 7–10. Irwinus irwini, sp.n., самец, после раЗмЯгчениЯ. 7 — гипопигий, слева сбоку; 8 — гипопигий, сверху; 9 — сурстиль и церка, сверху сбоку; 10 — Эпандрий и гипандрий, сниЗу.
Data from: Long-term aquarium records delineate the synchronized spawning strategy of Acropora corals
<p>Coral mass spawning, where corals synchronically release their gametes over several days following full moon, is one of the most spectacular reproduction events in the world. However, despite decades of studies, environmental drivers of the synchronous spawning remain controversial, partly because long-term systematic characterisations of the reproduction activities are challenging in the field. In this study, the authors take an advantage of 15-years-long spawning records of <em>Acropora</em> corals from aquarium tanks to successfully identify key environmental factors to determine coral spawning timing. The study demonstrates the great potential of the aquarium system in shaping our understanding of coral reproduction behaviour.</p>
Coastal Satellite Image Segmentation (Water and Land) Labels: Delmarva (USA), Virginia Beach (USA), New Jersey (USA), Long Island (USA), Duck, NC (USA), Northern Tuscany Littoral Cell (Italy), Torrey Pines, CA, (USA), Narrrabeen Beach (Australia), Truc Vert (France)
<p>Contained here are jpegs containing coastal RGB satellite images along with a water vs. land mask. Each image is 256 pixels by 256 pixels. </p> <p>Geographic scope: Delmarva (USA), Virginia Beach (USA), New Jersey (USA), Long Island (USA), Duck, NC (USA), Northern Tuscany Littoral Cell (Italy), Torrey Pines, CA, (USA), Narrrabeen Beach (Australia), Truc Vert (France)</p> <p>Temporal range: 1984 to 2022</p> <p>Satellites: Landsat 5, 7, 8 and Sentinel-2</p> <p>All images were downloaded from Google Earth Engine using CoastSat download tools.</p> <p>The datasets are arranged into 'train', 'val', and 'test' folders. Within each of those folders are two folders 'a' and 'b'. 'a' contains the images (RGB), whereas 'b' contains the labels (land vs. water mask).</p> <p>All images were augmented with the four following augmentations: horizontal flip, vertical flip, 90 degree clockwise rotation, 90 degree counterclockwise rotation, and a horizontal+vertical flip. </p> <p>For training a new segmentation model, it is advised to not do any of these rotational or flip augmentations since they have already been performed. Instead, possibly experiment with other augmentations like introducing noise into the imagery.</p> <p>These images were used to train an image-to-image translation generative adversarial network. The code and model weights (generator and discriminator) are available at <a href="https://github.com/mlundine/Shoreline_Extraction_GAN">https://github.com/mlundine/Shoreline_Extraction_GAN</a>.</p> <p>To get to the files locally, you can download the .zip from Zenodo and then unzip the .zip file.</p>
Dataset on laboratory soil greenhouse gas fluxes and soil microbial parameters as affected by soil management strategies in SOMMIT long term experiments
<p>We present a database containing over 50 soil-microbial parameters from eight long-term European experiments where specific soil management strategies are compared. Intact topsoil cores (7 cm diameter, 7 cm height) were collected from LTE participating in the tasks WP3.2 and WP3.3. from the SOMMIT experiment, and incubated under standard conditions in the laboratory. The soil management strategies considered at the eight LTEs ("ACBB Estrées-Mons, France", "Rutzendorf_17, Austria", , "Foggia, Italy", "ULBF-Ljubljana, Slovenia", "Toholampi, Finland", "Senés, Spain", "La Poveda, Spain" and "Grabow 1, Poland") included crop residue management, addition of different types of compost and sludge and biochar addition. All LTEs are referenced according to the LTE Index from https://doi.org/10.5281/zenodo.7598122 . The soil cores were subjected to i) a pre-equilibration phase of five days ("pre.inc"), followed by ii) a drying phase ("DR") of ten days and finally a iii) rewetting (five days, "RW"). A subset of the cores were kept under iv) constantly moist conditions for comparison purposes ("moist"). By the end of the "pre.inc" phase, soil microbial biomass, soil microbial community (phospholipidic fatty acids), enzymatic activities and soil nutrient data were collected. After the "pre.inc" phase, soil fluxes of N2O and CO2 were monitored with an automated system at subdaily temporal resolution. In addition, soil nutrients and microbial biomass data were estimated during at the end of the "DR", "RW" and "moist" phases. This dataset contributes to a better understanding of the linkages between soil conditions, soil microbes and soil greenhouse gas fluxes as affected by different soil management strategies across European agro-ecosystems. This product is part of the EJP SOIL internal project SOMMIT, and serves as deliverable WP3.4</p>
Field data of soil greenhouse gas fluxes from SOMMIT long-term experiments
<p>This is a database of field data of soil greenhouse gas fluxes and ancillary data from long-term experiments (LTEs) that participated in the task 1 of the work package 3 from SOMMIT. As of November 2024 (V 1.0) six LTEs have contributed with data: "ACBB Estrées-Mons, France", "Rutzendorf_17, Austria", "Maintainance of organic orchards, Italy", "Fagna, Italy", "ULBF-Ljubljana, Slovenia" and "Grabow 2, Poland". All LTEs are referenced according to the LTE Index from <a href="https://doi.org/10.5281/zenodo.7598122" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.7598122</a>. The data includes soil greenhouse gas fluxes (N2O, CO2 and CH4) under different management practices, as well as ancillary data that might be useful to explain the observed fluxes. The database includes metadata on how soil greenhouse flux data and ancillary data were collected. Individual soil gas flux estimates are also expressed in CO2 equivalents [mg CO2-eq m-2 h-1], thereby providing a dataset on the contribution of soil CO2, N2O and CH4 fluxes to the soil global warming potential. This product is part of the EJP SOIL internal project SOMMIT, and serves as deliverables WP3.2 and WP3.3.</p>
FIGURE 1 in Rafaelomyia, a remarkable new genus of South American long-legged flies (Diptera, Dolichopodidae)
FIGURE 1. Rafaelomyia inpa Soares, Capellari & Ramos-Pastrana sp. nov., A, D male holotype (MUSM), B, C, E, F male paratype (INPA). A. Habitus, lateral view; B. Leg I, posterior view; C. Head, anterior view; D. Thorax, dorsal view; E. terminalia, left lateral view; F. Left wing. Abbreviations: CuA+CuP = anterior branch of cubital vein + posterior branch of cubital vein; dmm = discal medial crossvein; M1 = first branch of media; M4 = fourth branch of media; R1 = first branch of radius; R2+3 = second branch of radius; R = third branch of radius. 4+5
Replication package for: The Long-Run Labor Market Effects of the Canada-U.S. Free Trade Agreement
<p>Replication package for: The Long-Run Labor Market Effects of the Canada-U.S. Free Trade Agreement, published in the Review of Economic Studies. The replication package includes all publicly available data and all code required to replicate the results in the paper.</p>
Dataset for publication: "Long term porosity of solid electrolyte interphase on model silicon anodes with liquid battery electrolytes"
<p>This is the dataset used to produce the figures for the publication "Long term porosity of solid electrolyte interphase on model silicon anodes with liquid battery electrolytes"</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.