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This dataset contains the detailed Methods and Results for the following paper: “Sargassum Watch System: an online tool to address societal needs” by the same authors of this dataset. Specifically, the dataset contains the following files: SaWS_Google_Analysitcs_Methods.docx SaWS_Google_Analysitcs_Results.xlsx These are the methods of using Google Analytics to generate Web access statistics, and the corresponding statistics. SaWS_Literature_Review_Methods.docx SaWS_Literature_Review_Results.xlsx These are the methods of conducting literature review, and the corresponding review results including the publication title and author names as well as how they are related to SaWS. SaWS_Media_Coverage_Methods.docx SaWS_Media_Coverage_Results.xlsx These are the methods of searching for relevant public media coverage (both online and print, in both English and Spanish), and the corresponding search results on how SaWS or the personnel behind SaWS were cited by the public media. SaWS_Survey_Questions.docx SaWS_Survey_Answers_anonymized.xlsx SaWS_Survey_User_Quotes_anonymized.docx These are the methods to conduct an online survey, along with the survey questions. The Excel file contains all detailed answers to the survey questions, with names and email addresses anonymized to protect privacy. The last file contains user narratives on how SaWS was used by them or by their organizations. To protect privacy, all user names are anonymized.

Reproduces all tables and figures in: "Racial Self-Classification, Group Consciousness, and Public Employment Representation," by Diogo Baerlocher & Rodrigo Schneider published at the Journal of Development Economics.

The dataset corresponds to 16s rRNA sequences obtained by NGS with Illumina Miseq. DNA was extracted from citrus wastewater before and after biological treatment with the fungal strain Pleurotus pulmonarius LBM 105 immobilized in vegetable sponge. The aim was to identify the changes in bacterial communities.

Supplemental methods for the Letter: Notes & Comments article titled Response to O’Neill et al.’s “Disparities in melanoma survival in Asian American and Pacific Islander patients: A Surveillance, Epidemiology, and End Results (SEER) program-based analysis”, JAAD

Replication package

Research Data of Mechanisms Governing Labile Organic Carbon Dynamics and Soil Organic Carbon Stabilization During Temperate Marsh Restoration

This dataset comprises oceanographic measurements from a research cruise in the western tropical North Pacific Ocean. It includes two sheets: Metadata: Contains discrete water sample data from various stations and depths. Key parameters include: Location: Station codes, depth (m), longitude (°E), and latitude (°N). Stations span a meridional transect along 143°E from 0° to 22°N and a zonal transect along the equator from 143°E to 157°E. Physical properties: Salinity (PSU), temperature (°C), and derived parameters like N² (buoyancy frequency squared) and K (turbulent diffusivity). Nutrients: Concentrations of DIP, NO₃⁻, NO₂⁻, DSi, DON, and DOC (all in μM). Isotopes: δ¹⁵N-NO₃, δ¹⁸O-NO₃, and δ¹⁵N-DON (‰), which are useful for studying nitrogen cycling. Additional: SPEDON (possibly a rate or index), Recovery, and ln(SPEDON).

Data were sourced from the World Bank and FAO. Agricultural FDI figures were interpolated using EViews, and values reported in USD millions were converted to current USD by multiplying by 10,000,000.

Each data includes the temporal variations of temperature and H2SO4 gas mixing ratio shown in Figure 9. Each column represents 1: Time 2: Temperature (K) 3: H2SO4 gas mixing ratio (ppmv)

This dataset provides time-resolved millimeter-wave conductance (TRmmWC) measurements of Bismuth Oxy-Sulfide (Bi₂O₂S) thin films acquired under zero magnetic field and finite (low) applied magnetic field conditions (about 200 Gauss). The data were obtained using a contact-free optical pump – a 0.67ns width optical (pump) excitation from a 532nm laser pulsed at 1 kHz, and a continuous wave millimeter-wave probe beam (at 120 GHz). The averaged transients obtained by a digital storage oscilloscope (DSO) were saved as .csv files labeled as Upon pulsed optical excitation with a fluence of 10.6 micro-Joules per square cm, excess carriers are generated in the Bi₂O₂S films, and the resulting transient changes in millimeter-wave transmission (or voltage) are recorded as a function of time. Measurements performed in the absence of a magnetic field establish the baseline carrier transport behavior. In contrast, measurements with an applied magnetic field enable investigation of magneto-conductive effects, scattering mechanisms, and potential localization phenomena. The dataset is intended for reuse by the broader research community working on: • Magneto-transport and magnetoresistance effects • Disorder- and localization-driven transport phenomena • Drude and Drude–Smith conductivity modeling • Benchmarking and validation of TRmmWC / THz–mm-wave experimental techniques All data are provided in a .CSV format (time, Voltage) suitable for analysis using MATLAB, Python, or equivalent scientific software environments. Background noise has already been subtracted from the attached data for the one with magnet and the other no-magnet case. The voltages must be divided by 35.7 which is the low noise amplifier (LNA) gain of the system. Data Contents The dataset includes: • Time-resolved millimeter-wave transients recorded following optical excitation • Measurements acquired without magnetic field • Measurements acquired with applied magnetic field Recommended References 1. Roy, B., Jones, Charles R. Jones, B. Vlahovic, Harald W. Ade, and Marvin H. Wu, A time-resolved millimeter wave conductivity (TR-mmWC) apparatus for charge dynamical properties of semiconductors, Rev. Sci. Instrum., Vol. 89 104704 (2018). 2. Ulbricht, R., Hendry, E., Shan, J., Heinz, T. F., & Bonn, M. Carrier dynamics in semiconductors studied with time-resolved terahertz spectroscopy. Reviews of Modern Physics, 83, 543–586 (2011). 3. Chitara, B., Amit K. Shringi, Biswadev Roy, Marvin H. Wu, and Fei Yan, Facile synthesis and morphology-induced photoconductivity modulation of Bi2O2S nanosctructures, Materials Letters, 346 134545 (2023).