Descriptive measures of the dataset. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Corpora from the articles in order of size. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Media information. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Information from interactions. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Table of the database statistical measures. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Tweets information. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Examples of tweets texts (Portuguese). حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Methodological flowchart. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Number of tweets collected per query and type. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Examples of tweets texts (English). حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

Users information. حسب Sylvia Iasulaitis (8301189)

"…Python algorithms were developed to model each primary collection type. …"

The Improved Hydro-Sediment Numerical Model and Machine Learning Models حسب Yuning Tan (20580932)

"…The hydro-sediment model was implemented in the C# programming language using Visual Studio, while the machine learning models were developed in Python.…"

Data and code from: Hatchery-reared coho salmon develop less otolith deformities in tanks with alternating water flow directions حسب Leigh Gaffney (1389855)

"…</li><li>Measurements were generated by manually classifying otolith regions in Adobe Photoshop and calculating pixel coverage using a Python script.</li><li>Representative otolith images and details of the classification workflow are provided in the main manuscript figures and Methods section. …"

Scope of our collection of pathogen models of metabolism. حسب Emma M. Glass (13102872)

"…The average MEMOTE score across models is 84% (d–f) Boxplots representing the spread of genes, reactions, and metabolites in each model, classified by phylum. …"

Prism and scutoid cell shape. حسب Sophie Theis (4126453)

Application to Drosophila gastrulation. حسب Sophie Theis (4126453)

Data and Code repository for the paper: <b>Visual loom caused by self- or object-movement elicits distinct responses in mouse superior colliculus</b> حسب Stefano Zucca (21686006)

"…Binned rates were transformed into z-scores by normalizing to the mean and standard deviation of firing rate across all stimulus conditions.</p><h2>Code Description</h2><p dir="ltr">Shared code contains both MATLAB and Python functions used in the analysis provided in the study. …"

Code and parameter package for long-term mapping and object-based typing of freeze–thaw colluvial deposits (1990–2024) along the Yunnan–Tibet corridor حسب Hui Ye (22308559)

"…Tested with Python 3.x/ArcGIS Pro (ArcPy) and the GEE Code Editor. …"

MCCN Case Study 3 - Select optimal survey locality حسب Donald Hobern (21435904)

"…</p><p dir="ltr">This is a simple implementation that uses four environmental attributes imported for all Australia (or a subset like NSW) at a moderate grid scale:</p><ol><li>Digital soil maps for key soil properties over New South Wales, version 2.0 - SEED - see <a href="https://esoil.io/TERNLandscapes/Public/Pages/SLGA/ProductDetails-SoilAttributes.html" target="_blank">https://esoil.io/TERNLandscapes/Public/Pages/SLGA/ProductDetails-SoilAttributes.html</a></li><li>ANUCLIM Annual Mean Rainfall raster layer - SEED - see <a href="https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-rainfall-raster-layer" target="_blank">https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-rainfall-raster-layer</a></li><li>ANUCLIM Annual Mean Temperature raster layer - SEED - see <a href="https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-temperature-raster-layer" target="_blank">https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-temperature-raster-layer</a></li></ol><h4><b>Dependencies</b></h4><ul><li>This notebook requires Python 3.10 or higher</li><li>Install relevant Python libraries with: <b>pip install mccn-engine rocrate</b></li><li>Installing mccn-engine will install other dependencies</li></ul><h4><b>Overview</b></h4><ol><li>Generate STAC metadata for layers from predefined configuratiion</li><li>Load data cube and exclude nodata values</li><li>Scale all variables to a 0.0-1.0 range</li><li>Select four layers for comparison (soil organic carbon 0-30 cm, soil pH 0-30 cm, mean annual rainfall, mean annual temperature)</li><li>Select 10 random points within NSW</li><li>Generate 10 new layers representing standardised environmental distance between one of the selected points and all other points in NSW</li><li>For every point in NSW, find the lowest environmental distance to any of the selected points</li><li>Select the point in NSW that has the highest value for the lowest environmental distance to any selected point - this is the most different point</li><li>Clean up and save results to RO-Crate</li></ol><p><br></p>…"

Linking Thermal Conductivity to Equations of State Using the Residual Entropy Scaling Theory حسب Zhuo Li (165589)

"…Besides, a detailed examination of the impact of the critical enhancement term on mixture calculations was conducted. To use our model easily, a software package written in Python is provided in the Supporting Information.…"