OPEN DATA. POSITIVE IMPACT. INNOVATIVE TECHNOLOGIES. Radiant.Earth Annual Report,

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OPEN DATA. POSITIVE IMPACT. INNOVATIVE TECHNOLOGIES. Radiant.Earth Annual Report, 2017 www.radiant.earth

Radiant.Earth drives new technology innovation and application to support the global development community. Through proactive partnership, we bring key government data sets presently undiscoverable via the internet to an open environment on the Radiant. Earth Platform. Most importantly, we empower our key customers, in their mission to drive positive change, to solve some of societies most difficult problems. Earth Imagery for Impact We are immensely proud of the goals that we have achieved these last twelve months. In this report, we focus on the lessons learned and highlight our accomplishments for 2017. Radiant.Earth officially launched in February during the Thought Leaders Summit in Seattle, WA. In attendance were 113 experts representing users, data providers, funders, and open source technologists who helped us explore how to best advance the use of geospatial technologies to support the global development community (GDC). Since the launch, it has become increasingly clear that creating a strong, flexible, and impactful organization supporting global and long-term growth is of utmost importance. Indeed, almost weekly, news stories break about new Earth observation (EO) satellite capabilities, analysis tools, and artificial intelligence. These new developments are influencing how we examine the changing world, as well as the pace and precision with which we respond to it. sensing data? What are the compelling and impactful use cases? What makes them impactful? These questions drive Radiant.Earth s vision and mission, and are pivotal in defining the three overarching services that we provide: First, we aggregate the world s open Earth imagery, and provide access through an open technology platform that helps people discover and analyze the vast resources of imagery. Second, we provide education on the use of Earth observation for the GDC. We focus on building a vibrant community of global users of various sophistication levels through use cases, thought leadership, collaboration, market information and education. Third, we provide geospatial mapping and analytics planning for non-profit organizations that lack the skills to incorporate EO data and tools in their workflow. We look forward to what 2018 has in store! These new capabilities also raise several questions for the GDC: How does the influx of Earth imagery impact the GDC? How can the GDC nurture and advance a growing and inclusive community of geospatial professionals? What are the best strategies for encouraging innovation and expanding the knowledge base to influence the developing world s most significant social, economic and environmental challenges? What are the best practices for using remote Anne Hale Miglarese Founder & CEO

VISION Open Geospatial Data for Positive Impact MISSION Connecting people globally to Earth imagery, geospatial data, tools and knowledge to meet the world s most critical challenges. SERVICES Open Technology Platform Community Development Consultancy 3

In pursuing the creation of this impactful and thriving organization supporting the launch of new technology solutions to expand the use of EO imagery, data and tools all to the Global Development Community, much has been learned in 2017. Lessons Learned LESSON 1 - Engagement with and acceptance by key GDC players and broad capacity development activity is as important as successful technology deployment. STRATEGY: Maintain balance between technology and community/ capacity development as one will not happen without the other. LESSON 2 - Open, neutral, and innovative are concepts that we must continue to communicate and define across the community. STRATEGY: Elevate these terms in displaying Radiant. Earth s unique role and offering; Enlist third-party thought leaders to provide content on these concepts. LESSON 3 - This is a very competitive space, occupied by several major players. STRATEGY: Continue to focus on cooperation as a centerpiece in all that we do. Collaborate with commercial entities by highlighting their strengths and conducting joint activities where appropriate. LESSON 5 - The Bill & Melinda Gates Foundation and Omidyar Network provide precious credibility and opportunity for this young organization. STRATEGY: Diversify our funding base by attracting additional top tier foundation support and aggressively pursue other competitive funding opportunities where there is mission alignment. LESSON 4 - Our target audience is very diverse, composed of highly-sophisticated users, developers and providers coupled with first time users and others only vaguely familiar with these technologies. STRATEGY: Implement and direct a broad and inclusive communications strategy that touches all segments of the community while exerting our greatest effort with those on the lower end of the skills continuum. LESSON 6 - Focus. STRATEGY: Execute on thought leaders communication. Add senior experts in Global Health and Agriculture. Develop our capacity development strategy and resource it. Successfully deploy block chain and expose commercial imagery. Transition Platform out of Azavea AWS environment. Build the open science remote sensing community via the machine learning activities. Obtain the Key Hole Data. 4

Governance Board Members Top, L-R: Anne Hale Miglarese, Jerry Johnston, and Margie Sullivan. Bottom, L-R: Sanjay Kumar and Peter Rabley. Key Outcomes Established governance documents, procedures, policies and 501 (C) 3 Status Conducted four Board of Directors meetings. Established a five-person Board of internationally-respected geospatial and GDC leaders Issued a clean audit Key Personnel Secured key personnel CTO (Dan Lopez), Engagement Officer (Anthony Burn), Marketing & Communications (Louisa Nakanuku-Diggs), Snr. Geospatial Data Scientist (Hamed Alemohammad) Hosted two Mandela Washington Fellows, Blockchain Fellow, Technical Fellow (Chris Holmes) and several interns 5

Partnerships Key Outcomes Convened the Open Imagery Network Summit in February 2017, which included more than 110 GDC and geospatial representatives, to establish dialogue and cooperation with the broad community Awarded International Partnership Programme (IPP):~$900K over 3 years Signed 8 MoUs with non-profits, government agencies, and commercial companies. MoUs with leading data providers include ESA, CSIRO, and VITO Presented at more than 12 conferences in 7 different countries. Supported Catholic Relief Services in obtaining valuable GRID data for their bed net distribution program Supported startup in obtaining $50K in AWS Credits Supported Agriculture research project in obtaining $100K in AWS Credits 6

Community Development - Partnerships and Outreach in 2017 Key Focus Positioning Radiant.Earth to best serve the Global Development Community through leadership, partnerships, and engagement. Sector Organization Date Signed Government / Intergovernmental Non-profit United Nations Institute for Training and Research Operational Satellite Applications Pro- May 31, 2017 gramme European Space Agency July 7, 2017 Data61, Commonwealth Scientific and August 23, 2017 Industrial Research Organisation (CSIRO) The International Centre for November 3, 2017 Integrated Mountain Development (ICIMOD) New America, Future of Propery Rights Initiative July 25, 2017 Code for Africa November 8, 2017 Commercial Geospatial World Media August 14, 2017 VITO October 27, 2017 7

Technology Key Focus Establishing the leading and most responsive technology platform solution advancing geospatial tools for the global development community. Key Outcomes Selected platform development contractors Launched V1 of Platform Reached more than 120 users Established repository for drone data Commissioned thought leadership columns (drone, blockchain, market analysis) Will submit machine learning proposal to the Schmidt Innovation Fund to advance land cover and change identification 8

Summary of Selected Radiant.Earth Use Cases Problem Solution Impact / Status CITES Organization: Oxpeckers Seeking proof of illegal poaching in Mozambique and South Africa Kruger Park border crossing. > Satellite and drone imagery, and data analysis to investigate and identify problem areas. > Create antipoaching buffer zone to protect elephants and rhino s from gangs. Status: In progress Organization: Gates Performance monitoring of sludge volume in Senegal, treated at several plants using satellite imagery > Develop proof of concept analytical model to evaluate if we can estimate volume using open source EO data and validate using Gates weekly data. > Improves time and accuracy of estimates. Status: In progress GoogleEarth Organization: Gates Monitor deforestation in South East Asia as the Malaria vector only lives in the forests. > Use Sentinel-1 SAR data to detect deforestation. High % of cloudy days makes it hard to use multispectral satellite data. > Saves time as Malaria modeling team can focus their efforts on regions prone to the disease. Status: In progress 9

Marketing Key Focus Presenting a public facing of Radiant.Earth that is of the highest and most credible quality as well as in service to the global development community. Key Outcomes Established Radiant.Earth Illuminate, which includes more than 196 online courses Activated corporate brand, communications strategy and tools (Radiant.Earth naming, logo, website, press releases, articles) Implemented aggressive social media effort raising Radiant.Earth visibility on a global scale Created online thought leadership presence (newsletter, Radiant.Earth Insights via Medium.com) 10

Financials 11

Contact Open Neutral Innovative Radiant.Earth provides an open technology platform to help people discover the vast resources of Earth imagery, data sets, tools, and knowledge. Radiant.Earth collaborates with both public and private organizations, and the non profits and academic sectors. We also work with tech- and non-tech users around the world. Radiant.Earth brings resources together to provide a way for people to convene and expand the Earth observation market. This includes creating standards or to increase transparency. Founded in 2016, Radiant.Earth is a 501(c)(3) charitable organization with offices in Washington DC, and Oakland, CA.