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© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Jed Sundwall, Global Open Data Lead June 20, 2016 #EarthOnAWS: How the Cloud Is Transforming Earth Observation

#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

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Page 1: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Jed Sundwall, Global Open Data Lead

June 20, 2016

#EarthOnAWS: How the Cloud Is Transforming Earth Observation

Page 2: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Why does AWS care about open data?

Many of our commercial sector customers rely on quality open data as much as they rely on our cloud infrastructure services.

Many of our public sector customers use AWS to make their data available to a global community of researchers, entrepreneurs, students, and fellow government agencies.

Sharing data on AWS makes it accessible to a large and growing community of researchers, entrepreneurs, and enterprises who use the AWS Cloud.

Page 3: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Traditional data acquisition

“…data must be organized, well-documented, consistently formatted, and error free. Cleaning the data is often the most taxing part of data science, and is frequently 80% of the work.”— Data Driven by DJ Patil and Hilary Mason

Tape Data center Disk Server Client

The big data challengeTraditionally, it has been time-consuming and expensive to acquire, store, and analyze large data sets.

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Data acquisition in the cloudOur solution – shared open data on AWSWhen data is staged for analysis in the cloud, anyone can analyze it without needing to download it or store it themselves.

“Ordinarily, hitting ‘copy’ on a 4 gigabyte file is an opportunity to stand up and get a fresh cup of coffee, browse the sports section for a little while, but moving data between servers in an Amazon data center barely affords time to touch your toes a couple times.”

— Paul Ramsey Source: http://s3.cleverelephant.ca.s3.amazonaws.com/2015-ccog.pdf

Page 5: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Landsat on AWS: usageIn the first year: Over 400,000 scenes available

Over 1 billion hits globally

Used for new product development by:

Colin ReillySenior Director GISNYC Department of IT & Telecom

Page 6: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Christa Hasenkopf, Co-Founder of OpenAQ

June 20, 2016

The OpenAQ Community: Fighting Air Inequality Through Open Data

Page 7: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Photo Credit: Lauren Knapp

UB Air Booth

Joe

Ulaanbaatar, Mongolia

Page 8: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Global air inequality

1 out of 8 deaths are due to air pollution

~90% in developing countries(WHO,

2014)

(WHO, 2014)

Page 9: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Global air inequality

Page 10: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Photo Credit: Lauren Knapp

Page 11: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Thousands of “hidden” data sources around the world

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Opening up AQ empowers the public

Low-cost sensors/satellites

Public health policy + research

Apps + local activism

Media

Climate + AQ research

Open, transparentdata layer

Real-time air quality data on

public sites

Page 13: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Scaling up in the first year

• Data: PM10, PM2.5, BC, O3, CO, NO2, SO2

• ~13 million data points at 2000+ sites in 20 countries

Utilizing Amazon S3, Amazon EC2, Amazon ECS, Amazon ElastiCache, Amazon RDS, Amazon CloudFront, Amazon

Route 53, AWS Lambda, and SSL via AGU and AWS

Page 14: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

OpenAQ’s global grassroots community

• 10 core contributors on 4 continents• ~500,000 API requests/month• Platform accessed by ~100 research orgs

Nov. 2015: Ulaanbaatar workshop

Upcoming in Fall 2016: Jakarta

workshop

Page 15: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Thank you to our partners and sponsors:• American Geophysical Union’s Thriving Earth Exchange providing

AWS credit awards• Development Seed • Echoing Green• Open Science Prize: HHMI, NIH and Welcome Trust• Internews + Earth Journalism Network• Keen.io• And the ENTIRE OpenAQ community!

Page 16: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Dr. Adam Pasch, CCMData Strategy and Operations Lead, Weather Science

June 20, 2016

NEXRAD Data on AWSNOAA Big Data Project & The Climate Corporation

Page 17: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Weather is both a feature we provide, and an input to our agronomic models

http://www.climate.com/

The Climate Corporation (TCC) provides decision-making tools for farmers

Page 18: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

NOAA Big Data Project

Transform the Department of Commerce data capacity to enhance the value, accessibility and usability of Commerce data for government, business, and the public.

Page 19: #EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sector Summit 2016

Large-scale analysis was prone to errors

Request & Wait& Download

TCC Amazon S3 Process

Research: Analyses & Evaluations

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Data and processing in AWS, reduces errorsProcess

Research: Analyses & Evaluations

AWS NEXRAD S3

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Everyone wins

TCC projects are several weeks shorter.TCC evaluations of new methods happen on larger datasets.

We don’t pay Amazon for the S3 bucket to store NEXRAD data.Instead, we pay Amazon for the EC2 instances to process the larger dataset.

NOAA data is used more widely, but without overwhelming NCEI.TCC/AWS found a long-standing problem in NOAA archive, improving data quality.

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© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Dr. Bruno Sánchez-Andrade Nuño

Innovation Labs World Bank Group

Open Data Use Case:Monitoring Electrification from Space

nighlights.io

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Thank you!