Results of the application of different clustering algorithms to average functional connectivity from healthy subjects. by Francisco Páscoa dos Santos (16510676)

Adaptive H-REMD simulation algorithm. by Danial Pourjafar-Dehkordi (7165523)

Comparison of scores obtained by our interpenetration and scoring algorithm (ISA) and ROSETTA for a subset of structures. by Kevin Sawade (16726527)

Multidomain, Automated Photopatterning of DNA-functionalized Hydrogels (MAPDH). by Moshe Rubanov (7289156)

BOFdat Step 3: Identifying species-specific metabolic end goals. by Jean-Christophe Lachance (6619307)

Tunable parameters in stimuli generation module. ^<i>a</i>The fixation cross is displayed once before an experiment starts to help subjects concentrate. <sup><i>b</i></su... by Gursimran Singh (575288)

A comparison between the static Python-based visualizations of the p65 activity in activated fibroblasts and the dynamic, HTML-based visualizations that use these same reduction me... by Hector Torres (11708207)

Illustration of recording paradigm with PyNoetic’s Stimuli generation and recording module. by Gursimran Singh (575288)

Bespoke software controls the sorter GUI and reports on instrument status to the user. by Diane M. Wiener (1956583)

Principal component analysis (PCA) of sub-layer mean intensities. by Maëlle Vilbert (17101954)

Comparative analysis of WordNet replacement impact on data distribution. by Enock Niyonkuru (21246879)

PathOlOgics_RBCs Python Scripts.zip by Ahmed Elsafty (16943883)

GridScopeRodents: High-Resolution Global Typical Rodents Distribution Projections from 2021 to 2100 under Diverse SSP-RCP Scenarios by Yang Lan (20927512)

“…These values represent the probability of species presence at each grid cell, transformed using the cloglog output function in MaxEnt, which is approximately interpretable as the probability of occurrence under typical presence-only assumptions. …”

Fig 3 - by Bill Zhao (11530264)

<b>Rethinking neighbourhood boundaries for urban planning: A data-driven framework for perception-based delineation</b> by Shubham Pawar (22471285)

“…</p><p dir="ltr"><b>Input:</b></p><ul><li><code>svi_module/svi_data/svi_info.csv</code> - Image metadata from Step 1</li><li><code>perception_module/trained_models/</code> - Pre-trained models</li></ul><p dir="ltr"><b>Command:</b></p><pre><pre>python -m perception_module.pred \<br> --model-weights .…”

Comparison against the commercial scanner. by Swathi Lakshmi Balasubramanian (12078093)

Mechanomics Code - JVT by Carlo Vittorio Cannistraci (5854046)

“…The functions were tested respectively in: MATLAB 2018a or youger, Python 3.9.4, R 4.0.3.…”

Barro Colorado Island 50-ha plot aerial photogrammetry orthomosaics and digital surface models for 2018-2023: Globally and locally aligned time series. by Vicente Vasquez (13550731)

“…For a comprehensive understanding of the alignment methodology, please refer to the GitHub repository housing the complete code.</p><p dir="ltr"><b>Metadata</b>:</p><p dir="ltr">All aligned orthomosaics have the following raster metadata:</p><p dir="ltr">• N-S extension: 12696 pixels</p><p dir="ltr">• E-W extension: 23424 pixels</p><p dir="ltr">• Bands: 4</p><p dir="ltr">• Data type: Unsigned integer 8 bit</p><p dir="ltr">• Cell size x: 0.04506838077213615 m</p><p dir="ltr">• Cell size y: 0.04506838077213615 m</p><p dir="ltr">• Format: GeoTIFF</p><p dir="ltr">• Coordinate reference system: UTM 17 N, EPSG:32617</p><p dir="ltr">• No data value: None</p><p dir="ltr">• Bottom left corner coordinate: 625753.8483345169, 1012295.5974669948</p><p dir="ltr">Drone: DJI Phantom 4 Pro</p><p dir="ltr">Drone data collection: Milton Garcia, Melvin Hernandez, and David DeFilippis</p><p dir="ltr">Sensor: FC6310</p><p dir="ltr">Sensor resolution: 5472 x 3648"</p><p dir="ltr"><b>File naming scheme</b></p><p dir="ltr">We provide with a zip file for each of the timeseries following the file naming convention: MacroSite_plot_timeseries_type_aligment (BCI_50ha_timeseries_global_alignment) Inside each timeseries we can find the raster files following the convention: Macrosite_plot_year_month_day_typeAligment</p><p dir="ltr"><b>Author contributions</b></p><p dir="ltr">VV wrote the code for standardized processing and alignment and processed the drone imagery. …”