Vertically integrated geospatial analytics for daily ... · CASE STUDY: HUMAN ACTIVITY MONITORING...

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Vertically integrated geospatial analytics for daily decision making N O W Y O U S E E

Transcript of Vertically integrated geospatial analytics for daily ... · CASE STUDY: HUMAN ACTIVITY MONITORING...

Page 1: Vertically integrated geospatial analytics for daily ... · CASE STUDY: HUMAN ACTIVITY MONITORING Local Government CHALLENGE: Government wishes to track effective usage and stress

Vertically integrated geospatial analytics fordaily decision makingN O W Y O U S E E

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EXECUTIVE SUMMARY

WHO WE ARE

Founded in 2010, Satellogic is

the first vertically integrated

geospatial analytics company

driving real outcomes for its

customers with planetary-scale

insights they can trust.

Satellogic is backed by

leading strategic and financial

supporters including Tencent

(China), Pitanga (Brazil), Valor

Capital Group (US), and

CrunchFund (US).

WHAT WE DO

We are building the first scalable

earth observation platform with

the ability to remap the entire

planet at both high-frequency

and high-resolution in order to

provide affordable geospatial

insights for daily decision

making.

With our satellites, our unique

data set, and our solutions we

want to help solve the world’s

most pressing problems.Welgelegen, South Africa - Multispectral image

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UNIQUE DATA SETSatellogic effectively reinvented the satellite from the ground up to produce a

smaller, lighter, less expensive and more scalable system, resulting in more frequent,

better-quality images at a much lower cost.

ADVANCED AI AND DATA SCIENCEImagery is only a means to an end. Our world-class data science and AI team convert

images into answers in order to help industries, governments, and individuals solve

problems, facilitate decision-making, and drive competitive advantage.

COLLABORATIONWe help our customers build resilient processes and navigate change. Through close

collaboration and partnership with them, we help find answers to their main

challenges so that they can ground every business decision in fact.Louisiana, USA- Hyperspectral image

OUR EDGE

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OUR SATELLITES

HYPERSPECTRAL CAMERA30-meter Resolution

MULTISPECTRAL CAMERA1-meter Resolution

Our satellites have

both a multispectral

and hyperspectral

camera, furnishing

a diverse and rich

geospatial data

stream at unmatched

frequency, resolution

and cost.

Barcelona, Spain - Multispectral image

Khartoum, Sudan - Hyperspectral image

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SATELLITE EARTH OBSERVATION LANDSCAPE

DAILY REMAPDAILY REVISIT

BI-ANNUAL REMAPWEEKLY REVISIT

WEEKLY REMAPDAILY REVISIT

HIGH RESOLUTION1 meter

VERY HIGH RESOLUTION.25–.5 meter

LOW RESOLUTION5–15 meter

• Cheap/Free• Frequent• Low Quality

2020

• Expensive• Infrequent• Very High Quality• Government Controlled

• Affordable• More Frequent• High Quality

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WHY DOES 1-METER RESOLUTION MATTER?

1 meter is the “sweet spot” at which one can monitor economic activity and high-frequency change, including the extraction, production, distribution and consumption of goods and the health and development of the built and natural environment.

See and count cars, and monitor traffic flows

Monitor individual trees in a plantation and in-field variability

Identify small planes, and small boats

Monitor port activity, port operations and container traffic

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Spectral signatures are used to distinguish chemical and molecular composition.

Space-based hyperspectral imaging allows unprecedented accuracy in land and water classification, and a

window into the chemical and molecular processes of crops, soil, aerosols and effluents.

Key applications for Agriculture, Oil and Gas, Mining and Environmental monitoring.

SOLE SUPPLIER OF HYPERSPECTRAL IMAGERY

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Affordable, high-frequency, high-

resolution state-of-the-art imagery

OUR OFFERINGS

IMAGERYSOLUTIONSDEDICATED

SATELLITE CONSTELLATION

Space is closer than ever Bringing space down to earthPlanetary-scale insights you can trust

A national geospatial imaging

program at an unmatched cost

A data-constellation that you control

gaining exclusive access to rich, dynamic

geospatial data with no capital outlay

and no technical risk.

Application-specific AI solutions with

actionable insights fueled by imagery data

1-meter resolution multispectral images and

30-meter resolution hyperspectral images,

offering an added dimension to geospatial

data beyond the visible spectrum.

Custom solutions for every industry

focusing on agriculture, forestry, energy,

financial & insurance, cartography, and

critical infrastructure, among others.

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ASSET MONITORING

INCIDENT RESPONSE

MARKET INTELLIGENCE

SUPPLY CHAIN MONITORING

GEO-FORECASTINGREGULATORY

ENFORCEMENTBENCHMARKING/

IMPROVED MAPPING

FORESTRY ● ● ● ●

AGRICULTURE ● ● ● ●

ENERGY ● ● ● ●

INDUSTRIAL & REAL ESTATE ● ● ●

INSURANCE ● ● ● ●

ENVIRONMENTAL ● ● ● ●

ECONOMICS ● ●

CARTOGRAPHY URBAN PATTERNS ● ● ●

POLICY &GOVERNMENT ● ●

CONSTRUCTION &INFRASTRUCTURE ● ● ●

APPLICATIONS OF SATELLITE TECHNOLOGY FOR EARTH IMAGING

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Semantic Segmentation - Identification of roads, pipelines, rivers, etc

Semantic Change Detection - Detection of new construction

CASE STUDY: ASSET MONITORING

Oil & Gas

CHALLENGE:Client desires to monitor oil pipelines bi-weekly along a 1 kilometer wide right of way to detect leaks, illegal construction in the right of way, natural threats to pipeline integrity and other incursions and hazards.In addition pipeline faces costs from theft and leaks. Globally a $37 billion a year problem.Client currently uses visual patrols to meet requirement at an annual cost of $1600 per linear km. This budget inhibits full compliance with the legal mandate.

SATELLOGIC SOLUTION: Monitor entire system at increased frequency and substantially lower cost using artificial intelligence applied to satellite imagery.Allow rapid and automatic detection of man-made or natural change, damage, incursions, threats and theft. Tailor solution to specific needs. Improve legal compliance while lowering potential costs.

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CASE STUDY: CROP MONITORING

Agriculture – Large Scale Rice Farm

CHALLENGE:No systematic way to monitor crop development during campaigns. Multiple factors that impact productivity are measured separately and used as potential proxies for yield prediction. Company currently uses ad hoc visual patrols, drone imagery and ground sensors for irregular estimates and acts based on individual factors. Current sensor cost and specs also restricts information to a fraction of total farm operations.

SATELLOGIC SOLUTION: Use a combination of hyperspectral and multispectral imagery, in addition to other data sources, to develop a weekly estimate of yield that is dynamically adjusted over time. Model can assess the impact of different actions in the main goal: productivity. Resulting system is low-cost, independent of farm surface and allows for data-driven weekly measures to be taken on the field.

Hyperspectral Image of Rice Fields (false RGB)

Dynamically Adjusted Yield Prediction

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CASE STUDY: HUMAN ACTIVITY MONITORING

Local Government

CHALLENGE:Government wishes to track effective usage and stress of natural resources. In this case, the challenge is to track the presence of cars in land areas, particularly parking lots, and boats in water surfaces. Current approach consists in monitoring manually predefined regions. This is irregular, costly, inaccurate and does not scale in terms of surface or frequency.

SATELLOGIC SOLUTION: Define areas of interest to receive a weekly update of number of cars and boats, locations, densities, confidence metrics and other statistics based on 1 meter satellite imagery.

Boat Detection and Counting

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SATELLOGIC PROJECTED BUILDOUT

2013 - 2015 2016 - 2018 2019 - 2021 2022+

3 prototypes launched

Constellation prototype:

Design and development.

Successful system test.

5 satellites launched

Technology Validation:

1-meter resolution MS

30-meter resolution HyS

90 satellites launched

Weekly remap of the planet.

Improved spectral, geometric

and radiometric resolutions.

300+ satellites launched

Daily remap of the planet.

Fully-automated platform.

Improved capabilities.

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THE SATELLOGIC TEAM

SOLUTIONSBarcelona

PRODUCT DELIVERY

PLATFORMTel Aviv

BUSINESS DEVELOPMENT +

SALESMiami

BUSINESS

DEVELOPMENT

+ SALESBeijing

SATELLITE R&D +

MISSION OPERATIONSBuenos Aires

MANUFACTURING

AND ASSEMBLYMontevideo

We are a company of more than 170 satellite engineers, AI experts,

and solution specialists on a mission to deliver a fundamentally better

picture of our planet and the many forces that reshape it every day.

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NOW YOU SEE