Datasets
Standard Dataset
RWI
- Citation Author(s):
-
EduardoJustiniano
University of São PauloFernandokawakuboUniversity of São PauloEdimilsondos Santos JúniorUniversity of São PauloBrenode MeloFederal University of São CarlosGustavoMenezesUniversity of São PauloMarcelFantinUniversity of São PauloJulioPedrassoliWestern Michigan UniversityMarcosMartinesFederal University of São CarlosRúbiaMoratoUniversity of São Paulo - Submitted by:
- Eduardo Justiniano
- Last updated:
- Sat, 04/19/2025 - 22:49
- DOI:
- 10.21227/1ybz-1y91
- Data Format:
- Research Article Link:
- License:
153 Views- Categories:
- Keywords:
Abstract
The dataset samplePointsCities_20240811_harmonized.csv was used for the Rescaled Water Index (RWI) proposal, and another dataset, samplePointsCities_20250303_harmonized.csv, was used for spectral analyses.
The GitHub page (https://github.com/edujusti/Rescaled-Water-Index-RWI) contains the Python and JavaScript (Google Earth Engine) scripts used for data production, statistical analyses, and result visualization of the RWI spectral index.
This spectral index is a modification of MNDWI to enhance the mapping of water surfaces.
The attached code files (py and txt) contain data and Python code with all the statistical analyses used for the WRI proposal.
The script blocks can be imported into Jupyter Notebook or Colab.
The JavaScript files in GitHub (https://github.com/edujusti/Rescaled-Water-Index-RWI) contain the addresses of the images used. These allow the selection and export of sample data and the visualization of results.
Dataset Files
- samplePointsCities_20240811_harmonized.csv (8.54 MB)
- samplePointsCities_20250303_harmonized.csv (14.00 MB)
- 01_statisticalAnalysis.py (31.16 kB)
- 02_spectralAnalysis.py (13.83 kB)
