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Articles · Rebeauty Atlas

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RA Radiant Earth · Radiant Earth Insights

Analysis-Ready Data in Practice from a Cloud-Native Perspective

Overview of our current thinking on ARD based on work we’ve been doing with NASA, the CEOS Systems Engineering Office, and others this…

Jun 25, 2024 · 6 min read · 7 claps #analysis-ready-data #stac-spec #synthetic-aperture-radar

Analysis-Ready Data in Practice from a Cloud-Native Perspective

MKT

GE Geoff Smith

“Bespoke” or “off-the-peg”? EO needs to adapt its offering

Some say we are in the ‘golden age’ of Earth Observation (EO) with huge numbers of diverse remote sensing platforms in orbit and terabytes…

Aug 14, 2023 · 7 min read · 4 claps #earth-observation #analytics #analysis-ready-data

“Bespoke” or “off-the-peg”? EO needs to adapt its offering

SCI AI

AK Akis Karagiannis · Spectral Reflectance

The challenge of Analysis Ready Data in Earth Observation

Towards seamless integration: The quest for interoperable and harmonized EO data

Aug 07, 2023 · 21 min read · 105 claps paywalled #remote-sensing #earth-observation #analysis-ready-data

The challenge of Analysis Ready Data in Earth Observation

AI

JB JB · TDS Archive

Assessing the Accuracy of Bushfire Severity and Extent Mapping

Assessing the accuracy of fire severity and extent classifications using Python 3, GeoPandas and ‘normal’ Pandas with data derived from…

Apr 02, 2021 · 3 min read · 13 claps #analysis-ready-data #making-sense-of-big-data #accuracy-assessment

Assessing the Accuracy of Bushfire Severity and Extent Mapping

AI SCI

PE Peter Killick · Met Office Informatics Lab

Representing thousands of NetCDF Files using TileDB

This blog post supports a poster that I presented at AGU2020. You can find the poster here. Note: the QR code in the poster links to this…

Dec 03, 2020 · 14 min read · 8 claps #cloud-computing #data #data-science

Representing thousands of NetCDF Files using TileDB

JB JB · TDS Archive

Mapping the 2019–2020 Australian Bushfires with the Open Data Cube

Assessing fire extent and fire severity with analysis ready Sentinel-2 data in the Open Date Cube python environment.

Nov 04, 2020 · 3 min read · 37 claps #digital-earth-australia #open-data-cube #sentinel-2

Mapping the 2019–2020 Australian Bushfires with the Open Data Cube

TCH

RO Rob Emanuele · Radiant Earth Insights

The tools to make spatial data more open

How the STAC tool ecosystem is growing towards supporting truly open spatial data

Oct 05, 2020 · 6 min read · 84 claps #stac #cloud-native-geospatial #open-data

The tools to make spatial data more open

TCH HUM AI

GR Grega Milcinski · Planet Stories

Large-scale data preparation — introducing Batch Processing

Going beyond the individual request… well beyond… to quadrillions of pixels being processed in an orchestrated way.

Jan 07, 2020 · 5 min read · 85 claps #big-data #machine-learning #earth-observation

Large-scale data preparation — introducing Batch Processing

SCI TCH MKT SPT

LU Luigi Di Fraia

Kubernetes in production: monitoring metrics

At the Satellite Applications Catapult we’re once again running an ARD processing campaign in AWS , using Spot Instances. Spotinst’s Ocean…

Sep 17, 2019 · 3 min read · 1 claps #kubernetes #prometheus-operator #helm-chart