### Go Web Server Example

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/user_guide/notebooks/DEMO_rgb_Color-IR_Overlay.ipynb.txt

A basic Go web server setup. This snippet is useful for understanding HTTP request handling and response generation in Go. It requires the `net/http` package.

```go
package main

import (
	"fmt"
	"net/http"
)

func handler(w http.ResponseWriter, r *http.Request) {
	fmt.Fprintf(w, "Hello from Go Web Server!")
}

func main() {
	http.HandleFunc("/", handler)
	fmt.Println("Server starting on port 8080...")
	http.ListenAndServe(":8080", nil)
}
```

--------------------------------

### Install GOES-2-Go with Pip

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/index.html

Install the latest published version of the goes2go package using pip.

```bash
pip install goes2go
```

--------------------------------

### Install GOES-2-Go from Git

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/index.html

Install the most recent changes of the goes2go package directly from its GitHub repository using pip.

```bash
pip install git+https://github.com/blaylockbk/goes2go.git
```

--------------------------------

### Install goes2go with Pip

Source: https://github.com/blaylockbk/goes2go/blob/main/README.md

Install the latest published version or the most recent changes from GitHub using pip. Ensure Python 3.8+ and other dependencies like Cartopy and MetPy are installed first.

```bash
# Latest published version
pip install goes2go

# ~~
or~~

# Most recent changes
pip install git+https://github.com/blaylockbk/goes2go.git
```

--------------------------------

### Install goes2go with Pip

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/index.rst.txt

Installs the goes2go package using pip. Ensure Python 3.8+ and other dependencies like Cartopy and MetPy are installed first.

```bash
# Latest published version
pip install goes2go

# ~~ or ~~

# Most recent changes
pip install git+https://github.com/blaylockbk/goes2go.git
```

--------------------------------

### Import Required Libraries

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/mapping_GOES16_TrueColor_Cartopy.ipynb

Initial setup importing libraries for data manipulation, projection, and visualization.

```python
import numpy as np
from datetime import datetime, timedelta
from pyproj import Proj
import xarray
import matplotlib.pyplot as plt
import cartopy.crs as ccrs
import cartopy.feature as cfeature
import os
import sys
```

--------------------------------

### Install goes2go with Conda

Source: https://github.com/blaylockbk/goes2go/blob/main/README.md

Install the goes2go package and its dependencies using Conda from the conda-forge channel.

```bash
conda install -c conda-forge goes2go
```

--------------------------------

### Install GOES-2-Go with Mamba

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/index.md

Install the goes2go package using the mamba package manager from the conda-forge channel.

```bash
mamba install -c conda-forge goes2go
```

--------------------------------

### Retrieve GOES Data

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/user_guide/notebooks/Solar_Data.ipynb.txt

Example demonstrating how to fetch GOES satellite data using the library.

```python
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
```

--------------------------------

### Go Goroutine and Channel Example

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/user_guide/notebooks/DEMO_rgb_Color-IR_Overlay.ipynb.txt

Demonstrates the use of goroutines and channels for concurrent programming in Go. This pattern is essential for building scalable and efficient applications.

```go
package main

import (
	"fmt"
	"time"
)

func worker(id int, jobs <-chan int, results chan<- string) {
	for j := range jobs {
		fmt.Printf("Worker %d started job %d\n", id, j)
		time.Sleep(time.Second) // Simulate work
		fmt.Printf("Worker %d finished job %d\n", id, j)
		results <- fmt.Sprintf("Job %d done by worker %d", j, id)
	}
}

func main() {
	numJobs := 5
	jobs := make(chan int, numJobs)
	results := make(chan string, numJobs)

	// Start 3 workers
	for w := 1; w <= 3; w++ {
		go worker(w, jobs, results)
	}

	// Send jobs
	for j := 1; j <= numJobs; j++ {
		jobs <- j
	}
	close(jobs)

	// Collect results
	for a := 1; a <= numJobs; a++ {
		fmt.Println(<-results)
	}
}
```

--------------------------------

### Go Struct and Method Example

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/user_guide/notebooks/DEMO_rgb_Color-IR_Overlay.ipynb.txt

Illustrates defining a struct and associated methods in Go. This is fundamental for object-oriented-like programming in Go.

```go
package main

import "fmt"

type Rectangle struct {
	Width  float64
	Height float64
}

func (r Rectangle) Area() float64 {
	return r.Width * r.Height
}

func main() {
	rect := Rectangle{Width: 10, Height: 5}
	fmt.Printf("Rectangle Area: %.2f\n", rect.Area())
}
```

--------------------------------

### Check Cartopy version

Source: https://github.com/blaylockbk/goes2go/blob/main/working_on_new_GOES_class.ipynb

Import cartopy and verify the installed version.

```python
import cartopy
```

```python
cartopy.__version__
```

--------------------------------

### Get Latest GOES G17 ABI Data

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/user_guide/notebooks/field-of-view_ABI.ipynb

Use this function to fetch the most recent ABI data for the GOES-17 satellite. Ensure you have the necessary libraries installed.

```python
g17 = goes_latest(satellite="G17", product="ABI")
```

--------------------------------

### Get Latest GOES Satellite Data

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/field-of-view_ABI.ipynb

Use this function to retrieve the latest available data for a specified GOES satellite and product. Ensure you have the necessary libraries installed.

```python
g17 = goes_latest(satellite='G17', product='ABI')
```

--------------------------------

### Initializing Color Products

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/DEMO_rgb_recipes.ipynb

Creates TrueColor and NaturalColor objects from the downloaded GOES data.

```python
# Original TrueColor
tc = TrueColor(g, night_IR=False)

# Rick Kohrs's Natural Color
nc = NaturalColor(g, night_IR=False)
```

--------------------------------

### Plot GLM FOV on Rectangular Grid

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/field-of-view_GLM_Edges.ipynb

This code plots the GLM field-of-view on a rectangular grid, similar to the previous example but specifically for a rectangular projection. It uses `common_features` for map setup.

```python
ax = common_features(crs=pc, figsize=[10,10],
                     dark=True, OCEAN=True)
ax.add_geometries([glm.FOV.full_disk], crs=glm.FOV.crs,
                   facecolor='tab:green', edgecolor='k', alpha=0.3, linewidth=3)
ax.add_geometries([glm.FOV.full_disk], crs=glm.FOV.crs,
                   facecolor='none', edgecolor='tab:green', alpha=1, linewidth=3)

thin=10
ax.scatter(g.G16_fov_lon.thin(thin),
           g.G16_fov_lat.thin(thin),
           color='w', label='G16', **kwargs)
```

--------------------------------

### Plot winds on a PlateCarree map

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/DEMO_derived_motion_winds.html

Plots the derived motion winds on a PlateCarree map projection. Uses common_features for map setup and barbs for wind plotting. Ensure Cartopy is installed for map projections.

```python
# Plot winds on a PlateCarree map
ax = common_features("10m", dark=True, figsize=[15, 10], STATES=True)
ax.barbs(
    gwnd.lon,
    gwnd.lat,

```

--------------------------------

### List GOES ABI-L2-MCMIPM Files

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/issue5.html

Lists files for the GOES ABI-L2-MCMIPM product for a specific date and hour. Ensure the 'fs' object is initialized and the satellite, product, and date variables are correctly set.

```python
'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110930571_e20212110931034_c20212110931127.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110931571_e20212110932039_c20212110932109.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110932571_e20212110933028_c20212110933117.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110933571_e20212110934028_c20212110934115.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110934571_e20212110935034_c20212110935115.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110935571_e20212110936034_c20212110936118.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110936571_e20212110937034_c20212110937119.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110937571_e20212110938034_c20212110938115.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110938571_e20212110939028_c20212110939124.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110939571_e20212110940029_c20212110940279.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110940571_e20212110941034_c20212110941128.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110941571_e20212110942034_c20212110942122.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110942571_e20212110943034_c20212110943118.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110943571_e20212110944034_c20212110944115.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110944571_e20212110945028_c20212110945114.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110945571_e20212110946028_c20212110946116.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110946571_e20212110947039_c20212110947118.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110947571_e20212110948034_c20212110948115.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110948571_e20212110949034_c20212110949125.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110949571_e20212110950034_c20212110950279.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110950571_e20212110951028_c20212110951127.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110951571_e20212110952039_c20212110952107.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110952571_e20212110953028_c20212110953116.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110953571_e20212110954034_c20212110954114.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110954571_e20212110955039_c20212110955115.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110955571_e20212110956034_c20212110956116.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110956571_e20212110957034_c20212110957118.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110957571_e20212110958034_c20212110958112.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110958571_e20212110959028_c20212110959121.nc',
 'noaa-goes16/ABI-L2-MCMIPM/2021/211/09/OR_ABI-L2-MCMIPM2-M6_G16_s20212110959571_e20212111000029_c20212111000280.nc'
```

--------------------------------

### Get GOES Data for a Time Range

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/goes2go.html

Downloads GOES data within a specified time range (start and end datetimes) or a recent period. Supports various GOES satellites, products, and domains. Data can be returned as an xarray.Dataset or a file list. Local download is optional.

```python
goes2go.data.goes_timerange(start=None, end=None, recent=None, _*_, satellite='goes17', product='GLM', domain='C', return_as='xarray', download=True, overwrite=False, download_dir=PosixPath('/p/home/blaylock/data'), max_cpus=None, keep_vars=[], drop_vars=[], verbose=True)
```

--------------------------------

### Initialize RGB Recipes

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/DEMO_rgb_recipies copy 2.html

Create RGB composite objects from the retrieved GOES dataset.

```python
tc = TrueColor(g, night_IR=False)
nc = NaturalColor(g, night_IR=False)
```

```python
RGB = RocketPlume(g, night=False)
```

--------------------------------

### Import Dependencies

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/field-of-view_GLM_Edges.ipynb

Initializes the environment with necessary libraries for data handling and visualization.

```python
import xarray as xr
import matplotlib.pyplot as plt
import cartopy.crs as ccrs
from BB_maps.add_to_cartopy import common_features, pc

# this just needed to display facecolor as transparent in this notebook...
import matplotlib as mpl
mpl.rcParams['figure.facecolor'] = 'w'
%config InlineBackend.print_figure_kwargs={'facecolor' : 'none'}
```

--------------------------------

### Download GOES Data for a Time Range

Source: https://github.com/blaylockbk/goes2go/blob/main/README.md

Download GOES ABI Level 1b data for a specified start and end time. Initializes GOES with default settings.

```python
G.timerange(start='2022-06-01 00:00', end='2022-06-01 01:00')
```

--------------------------------

### Initialize GOES Object for ABI Product

Source: https://github.com/blaylockbk/goes2go/blob/main/README.md

Create a GOES object to specify the satellite, data product (ABI-L2-MCMIP), and domain (CONUS) for downloading data.

```python
from goes2go import GOES

# ABI Multi-Channel Cloud Moisture Imagry Product
G = GOES(satellite=16, product="ABI-L2-MCMIP", domain='C')
```

--------------------------------

### Importing Libraries

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/sandbox.html

Initial imports required for data handling and RGB product generation.

```python
import xarray as xr
```

```python
from goes2go.data import goes_latest
from goes2go.rgb import *

import goes2go.accessors
```

--------------------------------

### Define Start and End Times for Data Retrieval

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/sandbox.html

Specifies the start and end times for the desired data range. These strings are used to query the GOES satellite data.

```python
start = '2021-01-01 00:30'
end = '2021-01-01 01:30'
```

--------------------------------

### Iterate Through RGB Products

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/DEMO_rgb_recipes.ipynb

List available RGB products from a GOES dataset and initialize a figure for each.

```python
rgb_products = [i for i in dir(G16.rgb) if i[0].isupper()]

for product in rgb_products:

    fig = plt.figure(figsize=(15, 12))
```

--------------------------------

### Check Xarray Version

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/sandbox.html

Verify the installed version of the xarray library.

```python
import xarray
xarray.__version__
```

--------------------------------

### Initialize GOES Object

Source: https://github.com/blaylockbk/goes2go/blob/main/working_on_new_GOES_class.ipynb

Displays the GOES class reference and initializes a specific satellite configuration.

```python
GOES
```

```python
G = GOES(satellite=17, product="ABI-L2-CMIP", domain="F", bands=[13])
G
```

--------------------------------

### Create Conda Environment for goes2go

Source: https://github.com/blaylockbk/goes2go/blob/main/README.md

Download the environment.yml file, create a Conda environment, and activate it to use goes2go.

```bash
# Download environment file
wget https://github.com/blaylockbk/goes2go/raw/main/environment.yml

# Modify that file if you wish.

# Create the environment
conda env create -f environment.yml

# Activate the environment
conda activate goes2go
```

--------------------------------

### Cartopy Style Warning

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/DEMO_rgb_recipes.html

Example of a UserWarning encountered when using cartopy with matplotlib.

```python
/p/home/blaylock/anaconda3/envs/goes2go/lib/python3.8/site-packages/cartopy/mpl/style.py:90: UserWarning: facecolor will have no effect as it has been defined as "never".
  warnings.warn('facecolor will have no effect as it has been ')
```

--------------------------------

### Example Figure Size Output

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/DEMO_total-precipitable-water.ipynb

Indicates the resulting figure size after plotting.

```text
Result:
<Figure size 864x864 with 2 Axes>
```

--------------------------------

### GET /goes2go/metrics

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/DEMO_download_goes_latest.html

Retrieves statistical reflectance metrics for GOES-R imager bands.

```APIDOC
## GET /goes2go/metrics

### Description
Retrieves calculated statistical metrics for GOES-R imager bands, including reflectance factors and outlier counts.

### Method
GET

### Endpoint
/goes2go/metrics

### Response
#### Success Response (200)
- **mean_reflectance_factor_C05** (float32) - Mean reflectance factor value of band 5 pixels.
- **std_dev_reflectance_factor_C05** (float32) - Standard deviation of reflectance factor values of band 5 pixels.
- **outlier_pixel_count_C06** (float64) - Number of band 6 cloud and moisture imagery pixels outside valid range.
- **min_reflectance_factor_C06** (float32) - Minimum reflectance factor value of band 6 pixels.
- **max_reflectance_factor_C06** (float32) - Maximum reflectance factor value of band 6 pixels.
- **mean_reflectance_factor_C06** (float32) - Mean reflectance factor value of band 6 pixels.
- **std_dev_reflectance_factor_C06** (float32) - Standard deviation of reflectance factor values of band 6 pixels.

#### Response Example
{
  "mean_reflectance_factor_C05": 0.000156,
  "std_dev_reflectance_factor_C05": 0.000324,
  "outlier_pixel_count_C06": 0.0,
  "min_reflectance_factor_C06": 0.0,
  "max_reflectance_factor_C06": 0.038119,
  "mean_reflectance_factor_C06": 8.81e-05
}
```

--------------------------------

### Get Lat/Lon Coordinates

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/reference_guide/index.html

Retrieves the latitude and longitude of all points within the dataset.

```python
get_latlon()
```

--------------------------------

### List GOES ABI-L2-MCMIPF Files

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/issue5.html

Lists files for the GOES ABI-L2-MCMIPF product for a specific date and hour. This function is similar to the MCMIPM listing but targets a different product.

```python
'noaa-goes16/ABI-L2-MCMIPF/2021/211/09/OR_ABI-L2-MCMIPF-M6_G16_s20212110900227_e20212110909535_c20212110910039.nc',
 'noaa-goes16/ABI-L2-MCMIPF/2021/211/09/OR_ABI-L2-MCMIPF-M6_G16_s20212110910227_e20212110919546_c20212110920040.nc',
 'noaa-goes16/ABI-L2-MCMIPF/2021/211/09/OR_ABI-L2-MCMIPF-M6_G16_s20212110920227_e20212110929546_c20212110930039.nc',
 'noaa-goes16/ABI-L2-MCMIPF/2021/211/09/OR_ABI-L2-MCMIPF-M6_G16_s20212110930227_e20212110939540_c20212110940039.nc',
 'noaa-goes16/ABI-L2-MCMIPF/2021/211/09/OR_ABI-L2-MCMIPF-M6_G16_s20212110940227_e20212110949546_c20212110950041.nc',
 'noaa-goes16/ABI-L2-MCMIPF/2021/211/09/OR_ABI-L2-MCMIPF-M6_G16_s20212110950227_e20212110959535_c20212111000039.nc'
```

--------------------------------

### Visualize Data with Matplotlib

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/issue7.ipynb

Setup and plot a mesh grid using Matplotlib.

```python
import matplotlib.pyplot as plt
import numpy as np
```

```python
x, y = np.meshgrid(G.x, G.y)
plt.pcolormesh(x, y, x*y)
```

--------------------------------

### GOES Class Initialization

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/reference_guide/index.md

Initializes a GOES object for a desired satellite and product, setting up parameters for data retrieval.

```APIDOC
## GOES Class Initialization

### Description
Initialize a GOES object for a desired satellite and product.

### Method
__init__

### Endpoint
N/A (Class constructor)

### Parameters
#### Path Parameters
N/A

#### Query Parameters
- **satellite** (int or str) - The satellite number (16, 17, 18) or its alias ('G16', 'G17', 'EAST', 'WEST'). Defaults to 'noaa-goes19'.
- **product** (str) - The product to acquire (e.g., 'ABI', 'GLM'). A full list is available in the product table. Defaults to 'ABI-L2-MCMIP'.
- **domain** (str or None) - The ABI scan region ('F', 'C', 'M', 'M1', 'M2'). Only needed for ABI products. Defaults to 'C'.
- **bands** (int, list, or None) - Specify ABI channels to retrieve. Only used if the product has unique bands. Defaults to None.
- **channel** (int, list, or None) - Alias for the 'bands' argument. If provided, 'bands' is ignored. Defaults to None.

### Request Example
```python
from goes2go.NEW import GOES

goes_object = GOES(
    satellite=16,
    product='GLM',
    domain=None
)
```

### Response
#### Success Response (200)
- **GOES object** - An initialized GOES object with specified parameters.
```

--------------------------------

### Initialize Geostationary Projection

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/user_guide/notebooks/field-of-view_GLM.ipynb

Sets up the coordinate reference system for the GOES satellite at a specific longitude and height.

```python
from shapely.geometry import Point, Polygon

sat_h = 35786023
nadir_lon = -89.5
nadir_lat = 0

resolution = 60

crs_central = ccrs.Geostationary(central_longitude=nadir_lon, satellite_height=sat_h)
```

--------------------------------

### Handle Variable Lookup Errors

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/issue7.html

Example of a KeyError occurring during variable dictionary access.

```python
    172     else:
--> 173         ref_var = variables[ref_name]
    174
    175     if var_name is None:

KeyError: 'CMI_C01'
```

--------------------------------

### GET /reflectance_statistics

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/discussion10.html

Retrieves statistical reflectance data for specific GOES imagery bands.

```APIDOC
## GET /reflectance_statistics

### Description
Retrieves calculated statistical metrics for GOES imagery bands, including reflectance factor bounds and distribution statistics.

### Method
GET

### Endpoint
/reflectance_statistics

### Response
#### Success Response (200)
- **min_reflectance_factor_C01** (float64) - Minimum reflectance factor value of band 1 pixels.
- **max_reflectance_factor_C01** (float64) - Maximum reflectance factor value of band 1 pixels.
- **mean_reflectance_factor_C01** (float64) - Mean reflectance factor value of band 1 pixels.
- **std_dev_reflectance_factor_C01** (float64) - Standard deviation of reflectance factor values of band 1 pixels.
- **outlier_pixel_count_C02** (float64) - Number of band 2 pixels outside valid measurement range.
- **min_reflectance_factor_C02** (float64) - Minimum reflectance factor value of band 2 pixels.
- **max_reflectance_factor_C02** (float64) - Maximum reflectance factor value of band 2 pixels.

#### Response Example
{
  "min_reflectance_factor_C01": 0.0000784,
  "max_reflectance_factor_C01": 0.9992,
  "mean_reflectance_factor_C01": 0.2592,
  "std_dev_reflectance_factor_C01": 0.1666,
  "outlier_pixel_count_C02": 0.0,
  "min_reflectance_factor_C02": 0.0,
  "max_reflectance_factor_C02": 0.9938
}
```

--------------------------------

### List GOES Files by Date

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/user_guide/notebooks/issues/issue5.ipynb.txt

Lists files in the specified satellite and product directory for a given datetime. Requires a pre-configured filesystem object 'fs'.

```python
DATE = pd.to_datetime('2021-07-30 9:00')
fs.ls(f"{satellite}/{product}/{DATE:%Y/%j/%H/}")
```

```python
fs.ls(f"{satellite}/{product}/{DATE:%Y/%j/%H/}", refresh=True)
```

--------------------------------

### Initialize GOES Object for ABI Level 1b Data

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/index.html

Create a GOES object to specify the satellite, data product (ABI Level 1b Radiance), and domain (Full Disk).

```python
G = GOES(satellite=17, product="ABI-L1b-Rad", domain='F')
```

--------------------------------

### GET /satellite/metrics

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/discussion10.html

Retrieves statistical brightness temperature metrics for GOES satellite bands.

```APIDOC
## GET /satellite/metrics

### Description
Retrieves statistical metrics such as min, max, mean, and standard deviation for top of atmosphere brightness temperatures for specific bands.

### Method
GET

### Endpoint
/satellite/metrics

### Response
#### Success Response (200)
- **min_brightness_temperature_C08** (float32) - Minimum brightness temperature for band 8 (K)
- **max_brightness_temperature_C08** (float32) - Maximum brightness temperature for band 8 (K)
- **mean_brightness_temperature_C08** (float32) - Mean brightness temperature for band 8 (K)
- **std_dev_brightness_temperature_C08** (float32) - Standard deviation of brightness temperature for band 8 (K)
- **outlier_pixel_count_C09** (float64) - Count of pixels outside valid range for band 9
- **min_brightness_temperature_C09** (float32) - Minimum brightness temperature for band 9 (K)
- **max_brightness_temperature_C09** (float32) - Maximum brightness temperature for band 9 (K)
- **mean_brightness_temperature_C09** (float32) - Mean brightness temperature for band 9 (K)

#### Response Example
{
  "min_brightness_temperature_C08": 189.52,
  "max_brightness_temperature_C08": 266.03,
  "mean_brightness_temperature_C08": 236.33,
  "std_dev_brightness_temperature_C08": 8.13,
  "outlier_pixel_count_C09": 0.0,
  "min_brightness_temperature_C09": 187.90,
  "max_brightness_temperature_C09": 281.75
}
```

--------------------------------

### Initialize GOES Object for Data Download

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/index.md

Create a GOES object to specify the satellite, data product, and domain for downloading NetCDF files. Ensure the correct satellite, product, and domain are selected for your needs.

```python
from goes2go import GOES

# ABI Multi-Channel Cloud Moisture Imagry Product
G = GOES(satellite=16, product="ABI-L2-MCMIP", domain='C')
```

```python
# Geostationary Lightning Mapper
G = GOES(satellite=17, product="GLM-L2-LCFA", domain='C')
```

```python
# ABI Level 1b Data
G = GOES(satellite=17, product="ABI-L1b-Rad", domain='F')
```

--------------------------------

### Get Y Coordinate Property

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/reference_guide/index.html

Retrieves the y sweep in CRS units (meters), calculated as y * sat_height.

```python
y
```

--------------------------------

### Get coordinate reference system

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/DEMO_total-precipitable-water.ipynb

Extract the projection and coordinate arrays for the TPW variable.

```python
crs, x, y = abi_crs(ds, 'TPW')
```

--------------------------------

### Iterating and Plotting All RGB Recipes

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/DEMO_rgb_recipes.html

Dynamically discover and plot all available RGB products for GOES datasets.

```python
rgb_products = [i for i in dir(G16.rgb) if i[0].isupper()]

for product in rgb_products:

    fig = plt.figure(figsize=(15, 12))
    ax17 = fig.add_subplot(1, 2, 1, projection=G17.rgb.crs)
    ax16 = fig.add_subplot(1, 2, 2, projection=G16.rgb.crs)

    for ax, G in zip([ax17, ax16], [G17, G16]):
        RGB = getattr(G.rgb, product)()

        common_features('50m', STATES=True, ax=ax)
        ax.imshow(RGB, **G.rgb.imshow_kwargs)
        ax.set_title(f"{G.orbital_slot} {product}", loc='left', fontweight='bold')
        ax.set_title(f"{G.t.dt.strftime('%H:%M UTC %d-%b-%Y').item()}", loc="right")
    plt.subplots_adjust(wspace=0.01)
    plt.savefig(f'../docs/_static/{product}', bbox_inches='tight')
```

--------------------------------

### Handle Attribute Errors

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/user_guide/notebooks/issues/issue7.ipynb

Examples of failed attribute access on DataArray or MetPy accessor objects.

```python
_.x
```

```python
G.metpy.cartopy_crs
```

--------------------------------

### Show File System Structure

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/DEMO_download_goes_latest.ipynb

Use the `tree` command in bash to visualize the directory structure of the downloaded data on your home drive. This helps in locating and managing downloaded files.

```bash
tree ~/data
```

--------------------------------

### Locate configuration file

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/_sources/user_guide/defaults.md.txt

The configuration file is automatically created upon the first import of the library.

```bash
~/.config/goes2go/config.confg
```

--------------------------------

### Get imshow arguments

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/html/reference_guide.html

Determines the correct plt.imshow arguments including image extent limits.

```python
goes2go.rgb.get_imshow_kwargs(ds)
```

```python
>>> r = TrueColor(G)
>>> ax = common_features(r.crs)
>>> ax.imshow(r.TrueColor, **get_imshow_kwargs(r))
```

--------------------------------

### Retrieving ABI CRS details

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/issues/issue7.ipynb

Getting the full CRS and coordinate arrays for the ABI dataset.

```python
abi_crs(G)
```

--------------------------------

### List Available RGB Products

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/user_guide/notebooks/DEMO_rgb_recipes_docs.ipynb

Identify available RGB product methods by inspecting the attributes of the GOES RGB object.

```python
rgb_products = [i for i in dir(G16.rgb) if i[0].isupper()]
rgb_products
```

--------------------------------

### Initialize GOES Data Access and Load Latest Data

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/user_guide/notebooks/GOES-19.ipynb

Initialize the GOES object for a specific satellite and product, then load the latest available dataset. This is useful for obtaining near real-time satellite imagery.

```python
G = GOES(satellite=19, product="ABI-L2-MCMIP", domain="C")
ds = G.latest()
ds
```

--------------------------------

### List GOES Files

Source: https://github.com/blaylockbk/goes2go/blob/main/docs/_build/doctrees/nbsphinx/user_guide/notebooks/issues/issue5.ipynb

Lists files for a specific satellite and product using a formatted date string.

```python
fs.ls(f"{satellite}/{product}/{DATE:%Y/%j/%H/}", refresh=True)
```