eoplatform is a Python package that aims to simplify Remote Sensing Earth Observation by providing actionable information on a wide swath of RS platforms and provide a simple API for downloading and visualizing RS imagery

Related tags

Data Visualizationeducationgisremote-sensingearth-observation
Overview

EOP Logo

An Earth Observation Platform

Earth Observation made easy.

Report Bug | Request Feature

Downloads Forks Stargazers
Issues License Code style: black mypy

About

eoplatform is a Python package that aims to simplify Remote Sensing Earth Observation by providing actionable information on a wide swath of RS platforms and provide a simple API for downloading and visualizing RS imagery. Made for scientsits, educators, and hobbiests alike.

  • Easy to access information on RS platforms
    • Band information
    • Orbit regimes
    • Scene statistics
  • Accessible data downloading (in-progress)
    • Landsat 8
    • Sentinel-2
  • Common band composites

Installation

eoplatform can be installed by running pip install eoplatform. It requires Python 3.7 or above to run.

If you want to install the latest version from git you can run

pip install git+git://github.com/mtralka/eoplatform

Example

Landsat8 Info

Usage

eoplatform is fully accessible through the command line (CLI) and as a module import.

CLI

Commands:

  • info - find platform info
  • download - download platform scenes

Querying platform info (cli)

Usage: eoplatform info [OPTIONS] PLATFORM

Arguments:
  PLATFORM  [required]

Options:
  -d, --description / -nd, --no-description
                                  [default: description]     
  --help                          Show this message and exit.

EX:

eoplatform info Landsat8

show all info eoplatform has on Landsat8

eoplatform info Landsat8 -b

shows only Landsat8's bands

Downloading platform scenes (cli)

in-progress

Usage: eoplatform download [OPTIONS] PLATFORM

Arguments:
  PLATFORM  [required]

Options:
  --help  Show this message and exit.

Module import

Querying platform info (import)

You can import your desired platform

from eoplatform import Landsat8

Landsat8.info()  # OR print(Landsat8)

or search from the eoplatform module itself

import eoplatform as eop

eop.info("Landsat8")

Downloading platform scenes (import)

in-progress

from eoplatform import Landsat8

Landsat8.download()
import eoplatform as eop

eop.download("Landsat8")

both methods accept the full range of search keword arguments

Roadmap

See the open issues for a list of proposed features (and known issues).

  • download support

Contributing

Contributions are welcome. Any contributions you make are appreciated.

  • If you have suggestions for adding or removing projects, feel free to open an issue to discuss it, or directly create a pull request with the proposed changes.
  • Create individual PR for each suggestion.
  • Use pre-commit hooks - pre-commit install
  • Code style is black, mypy --strict

License

Distributed under the GNU GPL-3.0 License. See LICENSE for more information.

Built With

Authors

You might also like...
Keir&'s Visualizing Data on Life Expectancy
Keir&'s Visualizing Data on Life Expectancy

Keir's Visualizing Data on Life Expectancy Below is information on life expectancy in the United States from 1900-2017. You will also find information

null 9 Jun 6, 2022
HW 2: Visualizing interesting datasets
HW 2: Visualizing interesting datasets

HW 2: Visualizing interesting datasets Check out the project instructions here! Mean Earnings per Hour for Males and Females My first graph uses data

null 7 Oct 27, 2021
A command line tool for visualizing CSV/spreadsheet-like data
A command line tool for visualizing CSV/spreadsheet-like data

PerfPlotter Read data from CSV files using pandas and generate interactive plots using bokeh, which can then be embedded into HTML pages and served by

Gino Mempin 0 Jun 25, 2022
Generate SVG (dark/light) images visualizing (private/public) GitHub repo statistics for profile/website.

Generate daily updated visualizations of GitHub user and repository statistics from the GitHub API using GitHub Actions for any combination of private and public repositories, whether owned or contributed to - no server required.

Adam Ross 2 Dec 16, 2022
Backend app for visualizing CANedge log files in Grafana (directly from local disk or S3)
Backend app for visualizing CANedge log files in Grafana (directly from local disk or S3)

CANedge Grafana Backend - Visualize CAN/LIN Data in Dashboards This project enables easy dashboard visualization of log files from the CANedge CAN/LIN

null 13 Dec 15, 2022
Python scripts to manage Chia plots and drive space, providing full reports. Also monitors the number of chia coins you have.
Python scripts to manage Chia plots and drive space, providing full reports. Also monitors the number of chia coins you have.

Chia Plot, Drive Manager & Coin Monitor (V0.5 - April 20th, 2021) Multi Server Chia Plot and Drive Management Solution Be sure to ⭐ my repo so you can

null 338 Nov 25, 2022
Pebble is a stat's visualization tool, this will provide a skeleton to develop a monitoring tool.
Pebble is a stat's visualization tool, this will provide a skeleton to develop a monitoring tool.

Pebble is a stat's visualization tool, this will provide a skeleton to develop a monitoring tool.

Aravind Kumar G 2 Nov 17, 2021
Simple plotting for Python. Python wrapper for D3xter - render charts in the browser with simple Python syntax.
Simple plotting for Python. Python wrapper for D3xter - render charts in the browser with simple Python syntax.

PyDexter Simple plotting for Python. Python wrapper for D3xter - render charts in the browser with simple Python syntax. Setup $ pip install PyDexter

D3xter 31 Mar 6, 2021
Extract and visualize information from Gurobi log files
Extract and visualize information from Gurobi log files

GRBlogtools Extract information from Gurobi log files and generate pandas DataFrames or Excel worksheets for further processing. Also includes a wrapp

Gurobi Optimization 56 Nov 17, 2022
Comments
  • 🔖v0.2.3 ⚡️⬆️♻️

    🔖v0.2.3 ⚡️⬆️♻️

    • Python dependency to 3.8
    • Adding caching for increased performance
    • Refactor to using safe_eval for evaluation of on-demand composite formulas
    • General bug-fixes
    opened by mtralka 0
Releases(v0.1.1-beta)
Owner
Matthew Tralka
Computational Geographer @ UMD GEOG
Matthew Tralka
GitHub Repository
Design your own matplotlib stylefile interactively

Tired of playing with font sizes and other matplotlib parameters every time you start a new project or write a new plotting function? Want all you plots have the same style? Use matplotlib configurat

yobi byte 207 Dec 08, 2022
A System Metrics Monitoring Tool Built using Python3 , rabbitmq,Grafana and InfluxDB. Setup using docker compose. Use to monitor system performance with graphical interface of grafana , storage of influxdb and message queuing of rabbitmq

SystemMonitoringRabbitMQGrafanaInflux This repository has code to setup a system monitoring tool The tools used are the follows Python3.6 Docker Rabbi

Dipto Chakrabarty 7 Sep 06, 2022
A tool for automatically generating 3D printable STLs from freely available lidar scan data.

mini-map-maker A tool for automatically generating 3D printable STLs from freely available lidar scan data. Screenshots Tutorial To use this script, g

Mike Abbott 51 Nov 06, 2022
📊 Charts with pure python

A zero-dependency python package that prints basic charts to a Jupyter output Charts supported: Bar graphs Scatter plots Histograms 🍑 📊 👏 Examples

Max Humber 54 Oct 04, 2022
Lime: Explaining the predictions of any machine learning classifier

lime This project is about explaining what machine learning classifiers (or models) are doing. At the moment, we support explaining individual predict

Marco Tulio Correia Ribeiro 10.3k Dec 29, 2022
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

30-Days-of-ML-Kaggle 🔥 About the Hands On Program 💻 Machine learning beginner → Kaggle competitor in 30 days. Non-coders welcome The program starts

Roja Achary 145 Jan 01, 2023
Visualise top-rated GitHub repositories in a barchart by keyword

This python script was written for simple purpose -- to visualise top-rated GitHub repositories in a barchart by keyword. Script generates html-page with barchart and information about repository own

Cur1iosity 2 Feb 07, 2022
Main repository for Vispy

VisPy: interactive scientific visualization in Python Main website: http://vispy.org VisPy is a high-performance interactive 2D/3D data visualization

vispy 3k Jan 03, 2023
basemap - Plot on map projections (with coastlines and political boundaries) using matplotlib.

Basemap Plot on map projections (with coastlines and political boundaries) using matplotlib. ⚠️ Warning: this package is being deprecated in favour of

Matplotlib Developers 706 Dec 28, 2022
Script to create an animated data visualisation for categorical timeseries data - GIF choropleth map with annotations.

choropleth_ldn Simple script to create a chloropleth map of London with categorical timeseries data. The script in main.py creates a gif of the most f

1 Oct 07, 2021
Turn a STAC catalog into a dask-based xarray

StackSTAC Turn a list of STAC items into a 4D xarray DataArray (dims: time, band, y, x), including reprojection to a common grid. The array is a lazy

Gabe Joseph 148 Dec 19, 2022
Visualizations of some specific solutions of different differential equations.

Diff_sims Visualizations of some specific solutions of different differential equations. Heat Equation in 1 Dimension (A very beautiful and elegant ex

2 Jan 13, 2022
Python code for solving 3D structural problems using the finite element method

3DFEM Python 3D finite element code This python code allows for solving 3D structural problems using the finite element method. New features will be a

Rémi Capillon 6 Sep 29, 2022
Simple python implementation with matplotlib to manually fit MIST isochrones to Gaia DR2 color-magnitude diagrams

Simple python implementation with matplotlib to manually fit MIST isochrones to Gaia DR2 color-magnitude diagrams

Karl Jaehnig 7 Oct 22, 2022
Some problems of SSLC ( High School ) before outputs and after outputs

Some problems of SSLC ( High School ) before outputs and after outputs 1] A Python program and its output (output1) while running the program is given

Fayas Noushad 3 Dec 01, 2021
Color scales in Python for humans

colorlover Color scales for humans IPython notebook: https://plot.ly/ipython-notebooks/color-scales/ import colorlover as cl from IPython.display impo

Plotly 146 Sep 25, 2022
Jupyter Notebook extension leveraging pandas DataFrames by integrating DataTables and ChartJS.

Jupyter DataTables Jupyter Notebook extension to leverage pandas DataFrames by integrating DataTables JS. About Data scientists and in fact many devel

Marek Čermák 142 Dec 28, 2022
Extract data from ThousandEyes REST API and visualize it on your customized Grafana Dashboard.

ThousandEyes Grafana Dashboard Extract data from the ThousandEyes REST API and visualize it on your customized Grafana Dashboard. Deploy Grafana, Infl

Flo Pachinger 16 Nov 26, 2022
HW 2: Visualizing interesting datasets

HW 2: Visualizing interesting datasets Check out the project instructions here! Mean Earnings per Hour for Males and Females My first graph uses data

7 Oct 27, 2021
在原神中使用围栏绘图

yuanshen_draw 在原神中使用围栏绘图 文件说明 toLines.py 将一张图片转换为对应的线条集合，视频可以按帧转换。 draw.py 在原神家园里绘制一张线条图。 draw_video.py 在原神家园里绘制视频(自动按帧摆放，截图(win)并回收) cat_to_video.py

14 Oct 08, 2022