Gilberto Camara

Problems when converting a `sits` cube to a spatio-temporal `stars` object

2

Dear @edzer, I implemented a draft version of `sits_as_stars`, which tries to convert a sits data cube to a `stars` object. The core of this function is quite simple, as...

**Describe the new API function requested** Sen2Agi and Sen4Stat are important developments on using remote sensing for agricultural statistics. They can be implemented in SITS and will improve the package...

The current implementation of the space-first, time-later approach in `sits` uses the SLIC algorithm to segment the image. Then, the resulting polygons are sampled. The classification probabilities of the polygon...

**Describe the requested improvement** This rationale for this improvement has been pointed out by @charlotte-pel: The foundational PSE-TAE algorithm paper by @VSainteuf (Vivien Garnot) and colleagues uses polygons as its...

Improve implementation of segmentation algorithms (and include alternatives)

1

The current version of `sits_slic()` is slow and fails to work in some circumstances. The function has its own memory management which conflicts with that of the main `sits` algorithm....

**Describe the new API function requested** Garnot and Landrieu (2021) proposed an end-to-end, single-stage method for panoptic segmentation of satellite image time series for agricultural applications. The method uses the...

**Describe the requested improvement** Functions `sits_detect_change`, `sits_detect_change_method` and `sits_dtw` need to be documented and include examples and test cases.

Many users prefer to use `conda-forge` instead of CRAN to install `R` packages. Our task is to ensure the [`R-sits` package in conda-forge](https://anaconda.org/conda-forge/r-sits) is kept updated.

**Describe the requested improvement** Many Python users are hesitant to use `sits` because of the learning curve associated with a new programming language. For this reason, it is important to...

**Describe the requested improvement** In their ROpenSci review of `sits`, @edzer, @nowosad, @mdsumner, @loreabad6, @alexgleith and @mpadge pointed out the need for for the documentation to provide a concise overview...