amazonia_33K_12classes_4bands: Samples of Amazonia biome

In e-sensing/in-situ: inSitu e-sensing data sets

Description

A dataset containing a sits tibble with time series samples from Brazilian Amazonia biome.

Usage

data("amazonia_33K_12classes_4bands")

Format

A sits tibble with 33K samples. A sits tibble contains the following meta-data: longitude (East-west coordinate of the time series sample in WGS 84), latitude (North-south coordinate of the time series sample in WGS 84), start_date (initial date of the time series), end_date (final date of the time series), label (the class label associated to the sample), coverage (the name of the coverage associated with the data), and time_series ( list containing a tibble with the values of the time series).

The samples are from the work of Ana Rorato, combined with agricultural data provided by EMBRAPA. There are samples of 12 classes ("Fallow_Cotton", "Forest", "Millet_Cotton", "Pasture", "Savanna", "Savanna_Roraima", "Soy_Corn", "Soy_Cotton", "Soy_Fallow", "Soy_Millet", "Soy_Sunflower" and "Wetlands").

Each time series covers 12 months (23 data points) from the MOD13Q1 product, in 4 bands ("ndvi", "evi", "nir", "mir").

e-sensing/in-situ documentation built on Sept. 16, 2020, 1:51 a.m.