https://github.com/carlos-alberto-silva/icesat2vegr

rICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Processing and Visualization for Terrestrial Applications

https://github.com/carlos-alberto-silva/icesat2vegr

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rICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Processing and Visualization for Terrestrial Applications

README.Rmd

---
output: github_document
---

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**ICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Processing and Visualization for Land and Vegetation Applications.**

Authors: Carlos Alberto Silva and Caio Hamamura  

The ICESat2VegR package provides functions for downloading, reading, visualizing, processing and exporting 
NASA's ICESat-2 ATL03 (Global Geolocated Photon Data) and ATL08 (Land and Vegetation Height) 
products for Land and Vegetation Applications in R environment.

# Getting started

```{r include=FALSE}
vignettes_path <- ".."

kable_defined <- TRUE
is_readme <- TRUE

print.data.frame <- function(x, ...) print(knitr::kable(x))
print.data.table <- function(x, ...) print(knitr::kable(x))

print.icesat2.atl03_seg_dt <- function(x, ...) print(knitr::kable(x))
print.icesat2.atl08_dt <- function(x, ...) print(knitr::kable(x))
print.icesat2.atl03_dt <- function(x, ...) print(knitr::kable(x))
print.icesat2.atl03atl08_dt <- function(x, ...) print(knitr::kable(x))

hide_close03 <- TRUE
hide_close08 <- TRUE
do_close <- FALSE
```

```{r child="vignettes/basic/02print_mapview.Rmd"}
```

```{r child="vignettes/v01_Installation.Rmd"}
```

```{r child="vignettes/intermediate/02find_and_download.Rmd"}
```

# Working with segments attributes form ATL03 and ATL08

```{r child="vignettes/intermediate/03segment_attributes.Rmd"}
```

# Clipping ATL03 and ATL08 data

```{r child="vignettes/intermediate/04clipping_data.Rmd"}
```

# Joining ATL03 and ATL08 data

```{r child="vignettes/intermediate/05joining_photons.Rmd"}
```

# Calculating ATL08 metrics for different size segments other than 100m and 20m

```{r child="vignettes/intermediate/06differentSizeSegments.Rmd"}
```

# Predicting and rasterizing ATL08 h_canopy data using machine learning models

```{r child="vignettes/intermediate/07predict_h5.Rmd"}
```

# Upscalling ATL08 h_canopy data using Harmonized Landsat-Sentinel-2 (HLS) data

```{r child="vignettes/intermediate/08gee_modelling.Rmd"}
```


```{r include=FALSE}
do_close <- TRUE
hide_close03 <- FALSE
hide_close08 <- FALSE
```

```{r child="vignettes/basic/01close.Rmd"}
```


# Acknowledgements
We gratefully acknowledge funding from NASA’s ICESat-2 (ICESat-2, grant 22-ICESat2_22-0006), Carbon Monitoring System (CMS, grant 22-CMS22-0015) and Commercial Smallsat Data Scientific Analysis(CSDSA, grant 22-CSDSA22_2-0080). 

# Reporting Issues 
Please report any issue regarding the ICESat2VegR package to Dr. Silva (c.silva@ufl.edu) or Caio Hamamura (hamamura.caio@ifsp.edu).

# Citing ICESat2VegR
Silva,C.A; Hamamura,C. ICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Processing and Visualization for Terrestrial Applications.version 0.0.1, accessed on Jun. 13 2024, available at: 

# Disclaimer
**ICESat2VegR package comes with no guarantee, expressed or implied, and the authors hold no responsibility for its use or reliability of its outputs.**

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