Cloud Optimized GeoTIFF creation and validation plugin for rasterio

Overview

rio-cogeo

COG

Cloud Optimized GeoTIFF (COG) creation and validation plugin for Rasterio.

Test Coverage Package version Conda Forge Downloads Downloads


Documentation: https://cogeotiff.github.io/rio-cogeo/

Source Code: https://github.com/cogeotiff/rio-cogeo


Cloud Optimized GeoTIFF

This plugin aims to facilitate the creation and validation of Cloud Optimized GeoTIFF (COG or COGEO). While it respects the COG specifications, this plugin also enforces several features:

  • Internal overviews (User can remove overview with option --overview-level 0)
  • Internal tiles (default profiles have 512x512 internal tiles)

Important: Starting from GDAL 3.1 a new COG generator driver will be added (doc, discussion) and will make rio-cogeo kinda obsolete.

Install

$ pip install -U pip
$ pip install rio-cogeo

Or install from source:

$ pip install -U pip
$ pip install git+https://github.com/cogeotiff/rio-cogeo.git

GDAL Version

It is recommanded to use GDAL > 2.3.2. Previous versions might not be able to create proper COGs (ref: https://github.com/OSGeo/gdal/issues/754).

More info in https://github.com/cogeotiff/rio-cogeo/issues/55

More

Blog post on good and bad COG formats: https://medium.com/@_VincentS_/do-you-really-want-people-using-your-data-ec94cd94dc3f

Checkout rio-glui or rio-viz rasterio plugins to explore COG locally in your web browser.

Contribution & Development

See CONTRIBUTING.md

Changes

See CHANGES.md.

License

See LICENSE

Owner
Pushing for adoption of Cloud Optimized GeoTIFF: An imagery format for cloud-native geospatial processing
ProjPicker (projection picker) is a Python module that allows the user to select all coordinate reference systems (CRSs)

ProjPicker ProjPicker (projection picker) is a Python module that allows the user to select all coordinate reference systems (CRSs) whose extent compl

Huidae Cho 4 Feb 06, 2022
leafmap - A Python package for geospatial analysis and interactive mapping in a Jupyter environment.

A Python package for geospatial analysis and interactive mapping with minimal coding in a Jupyter environment

Qiusheng Wu 1.4k Jan 02, 2023
Histogram matching plugin for rasterio

rio-hist Histogram matching plugin for rasterio. Provides a CLI and python module for adjusting colors based on histogram matching in a variety of col

Mapbox 75 Sep 23, 2022
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

A ready-to-use curated list of Spectral Indices for Remote Sensing applications. GitHub: https://github.com/davemlz/awesome-ee-spectral-indices Docume

David Montero Loaiza 488 Jan 03, 2023
GeoNode is an open source platform that facilitates the creation, sharing, and collaborative use of geospatial data.

Table of Contents What is GeoNode? Try out GeoNode Install Learn GeoNode Development Contributing Roadmap Showcase Most useful links Licensing What is

GeoNode Development Team 1.2k Dec 26, 2022
ArcGIS Python Toolbox for WhiteboxTools

WhiteboxTools-ArcGIS ArcGIS Python Toolbox for WhiteboxTools. This repository is related to the ArcGIS Python Toolbox for WhiteboxTools, which is an A

Qiusheng Wu 190 Dec 30, 2022
Bacon - Band-limited Coordinate Networks for Multiscale Scene Representation

BACON: Band-limited Coordinate Networks for Multiscale Scene Representation Project Page | Video | Paper Official PyTorch implementation of BACON. BAC

Stanford Computational Imaging Lab 144 Dec 29, 2022
A simple python script that, given a location and a date, uses the Nasa Earth API to show a photo taken by the Landsat 8 satellite. The script must be executed on the command-line.

What does it do? Given a location and a date, it uses the Nasa Earth API to show a photo taken by the Landsat 8 satellite. The script must be executed

Caio 42 Nov 26, 2022
Documentation and samples for ArcGIS API for Python

ArcGIS API for Python ArcGIS API for Python is a Python library for working with maps and geospatial data, powered by web GIS. It provides simple and

Esri 1.4k Dec 30, 2022
This is the antenna performance plotted from tinyGS reception data.

tinyGS-antenna-map This is the antenna performance plotted from tinyGS reception data. See their repository. The code produces a plot that provides Az

Martin J. Levy 14 Aug 21, 2022
When traveling in the backcountry during winter time, updating yourself on current and recent weather data is important to understand likely avalanche danger.

Weather Data When traveling in the backcountry during winter time, updating yourself on current and recent weather data is important to understand lik

Trevor Allen 0 Jan 02, 2022
FDTD simulator that generates s-parameters from OFF geometry files using a GPU

Emport Overview This repo provides a FDTD (Finite Differences Time Domain) simulator called emport for solving RF circuits. Emport outputs its simulat

4 Dec 15, 2022
scalable analysis of images and time series

thunder scalable analysis of image and time series analysis in python Thunder is an ecosystem of tools for the analysis of image and time series data

thunder-project 813 Dec 29, 2022
Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python

geojson-area Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python. Installation $ pip install area U

Alireza 87 Dec 14, 2022
Code and coordinates for Matt's 2021 xmas tree

xmastree2021 Code and coordinates for Matt's 2021 xmas tree This repository contains the code and coordinates used for Matt's 2021 Christmas tree, as

Stand-up Maths 117 Jan 01, 2023
PyTorch implementation of ''Background Activation Suppression for Weakly Supervised Object Localization''.

Background Activation Suppression for Weakly Supervised Object Localization PyTorch implementation of ''Background Activation Suppression for Weakly S

34 Dec 27, 2022
ESMAC diags - Earth System Model Aerosol-Cloud Diagnostics Package

Earth System Model Aerosol-Cloud Diagnostics Package This Earth System Model (ES

Pacific Northwest National Laboratory 1 Jan 04, 2022
A package built to support working with spatial data using open source python

EarthPy EarthPy makes it easier to plot and manipulate spatial data in Python. Why EarthPy? Python is a generic programming language designed to suppo

Earth Lab 414 Dec 23, 2022
Python module and script to interact with the Tractive GPS tracker.

pyTractive GPS Python module and script to interact with the Tractive GPS tracker. Requirements Python 3 geopy folium pandas pillow usage: main.py [-h

Dr. Usman Kayani 3 Nov 16, 2022
Search and download Copernicus Sentinel satellite images

sentinelsat Sentinelsat makes searching, downloading and retrieving the metadata of Sentinel satellite images from the Copernicus Open Access Hub easy

837 Dec 28, 2022