Egyptian-American Enterprise Fund Report

Total Page:16

File Type:pdf, Size:1020Kb

Egyptian-American Enterprise Fund Report Egyptian-American Enterprise Fund inaugural impact report header Egyptian-American Enterprise Fund inaugural impact report Published February 2020 Table of Contents 02 CHAIRMAN’S MESSAGE Photos: Cover: (large) Aerial shot of Cairo and Gezira Island (small) Great Pyramids at Giza 05 HISTORY OF EAEF Right Page: (top) Colorful Nubian village in Aswan, Egypt (bottom) Citadel of Saladin. Cairo, Egypt 08 OUR STRATEGY FOR ECONOMIC GROWTH 11 MEASURING OUR IMPACT 15 EMPOWERING LOCAL FUND MANAGERS 19 SECTOR SPOTLIGHT: FINANCIAL INCLUSION 25 SECTOR SPOTLIGHT: EDUCATION AND YOUTH 31 SECTOR SPOTLIGHT: HEALTH 37 LOOKING AHEAD 38 OUR PEOPLE 39 END NOTES 2 Egyptian-American Enterprise Fund introduction introduction Protests continued against the new regime. Who would to date. The internal rate of return of approximately 20%, A Message from invest in Egypt under these circumstances? The United along with the developmental progress detailed in this States had never attempted to introduce an enterprise report, raises an important question: can this model be fund in as tough an environment as Egypt in 2012. replicated in other frontier markets? James A. Harmon Despite these challenges, the U.S. Agency for chairman, eaef International Development (USAID) executed a grant We are only halfway through the EAEF journey. The agreement with EAEF in March 2013. Shortly thereafter, early years were difficult, but now with an established I returned to Cairo to assess the business climate and organization and trusted relationships, we can make an interview Egyptian candidates to help manage the fund. even greater difference that long outlives our fund. Egypt represents an exciting investment destination that offers The decision to seed Lorax Capital Partners (LCP) as our significant financial and developmental returns. Egypt’s asset manager and investment advisor was the first and decision in 2016 to enact an ambitious economic reform most important step we made in EAEF’s early years. We agenda paved the way for a $12 billion International were fortunate to invest in 2015 in Fawry, Egypt’s largest Monetary Fund (IMF) agreement, which led to one of electronic payments network, and Sarwa Capital, a the biggest turnaround stories in emerging markets in pioneer of consumer and structured finance solutions recent years. in Egypt. Both companies held successful initial public offerings (IPO) within four years of our investment. In We firmly believe in the public-private sector partnerships In September 2012, on my first recent years, we shifted to investing in smaller, growing inherent in the enterprise fund model. We support the trip to Cairo as the Chairman companies, and focused on seeding other private equity model of investing in growing companies that reach (PE) and venture capital (VC) firms. small and medium-sized enterprises (SME) and increase of EAEF, Egypt was in crisis. job creation. Including Egyptians and Egyptian-Americans EAEF’s mission is to help the private sector become the on the fund’s Board and management has been critical Having just emerged from a “leading engine of growth” in Egypt. If the reader of our to our success. In a world that does not always agree with year of violent protests and inaugural impact report focuses on anything, I suggest the the United States, it is important to create partnerships. case studies, which tell the story of EAEF’s developmental political instability following impact in Egypt. We are proud of our impact to date and pleased to present the 2011 revolution, Egypt’s this inaugural impact report to our stakeholders. We are EAEF is an impact investor at its core. We invest in private appreciative of USAID and the U.S. Department of State’s new government faced enterprises that contribute to long-term, inclusive and support in ensuring that EAEF advances its mandate in sustainable economic growth, with the dual mandate to Egypt. Ultimately, we believe that our developmental significant challenges, including generate financial returns and promote socioeconomic impact will be more meaningful than our financial success. an economic crisis that development. We seek investments that create jobs, promote financial inclusion and improve Egyptians’ quality Sincerely, witnessed a precipitous drop of life. EAEF’s current portfolio value is estimated to be in Egypt’s foreign reserves and approximately $450 million inclusive of remaining USAID grant funds. This compares to the original $300 million international investment. USAID grant, only $200 million of which has been invested James A. Harmon, Chairman, EAEF 2 Egyptian-American Enterprise Fund Inaugural Impact Report 3 history history of eaef A Valuable Strategic Partner for Egypt’s Growth In May 2011, less than six months after anti-government we faced objections from members of Congress, who demonstrations erupted across the Middle East and were concerned about EAEF’s viability given protracted North Africa (MENA) as part of the Arab Spring, political and economic instability in Egypt. President Barack Obama announced that he would seek Despite these challenges, Congress seeded EAEF with authority to create two new enterprise funds in Egypt up to $300 million to deliver on our dual mandate to and Tunisia. In December 2011, the U.S. Congress generate financial returns and promote socioeconomic passed legislation authorizing the creation of EAEF, development in Egypt. whose purpose would be to strengthen the economy of one of the United States’ most important allies. Since 2015, we have invested slightly more than $200 million in seven companies and three funds, attracted FDI IN EGYPT, 2006-2018 net inflow, current USD billions $311 million in FDI and enabled LCP to become one of the leading PE firms in Egypt. Our initial investments in 12 Fawry and Sarwa Capital focused on products enabling 10 financial inclusion. We have expanded our portfolio to 8 include sectors that improve Egyptians’ access to vital 6 4 social services, such as education, healthcare and 2 agriculture. Finally, our role in seeding other PE and VC 0 firms has both amplified our impact through indirect -2 investments in more than 50 companies and ‘06 ‘07 ‘08 ‘09 ‘10 ‘11 ‘12 ‘13 ‘14 ‘15 ‘16 ‘17 ‘18 strengthened Egypt’s PE and VC landscape. Source: World Bank Following the January 2011 revolution, Egypt Our investees and fund managers consider EAEF to experienced over three years of political unrest, be a valuable, strategic partner because we prioritize economic instability and violent uprisings, which long-term growth over short-term profits. Our strategies created an unfavorable investment climate. Foreign to boost private sector development and attract foreign egypt’s private sector direct investment (FDI) plummeted by more than $4 capital into the country aim to create a sustainable remains underdeveloped, billion from 2010 to 2011, and today remains well below investment climate that will continue to fuel economic which results in underserved markets, high poverty and unemployment rates and its high of $11.58 billion in 2007. In the United States, growth in Egypt long after EAEF liquidates in 2028. low access to traditional financial services. Photo: Giza Pyramids in the distance. Inaugural Impact Report 5 header EAEF MILESTONES history Historical Context jan Anti-government demonstrations begin in Cairo’s Tahrir square and spread throughout Egypt EAEF feb Hosni Mubarak resigns, and military We invest directly in enterprises, assumes control in Egypt AT A GLANCE apr- Violent protests continue in Tahrir Square as well as through our fund manager, nov over slow pace of political change 2011 LCP, plus additional PE and VC funds may President Barack Obama and the U.S. jan Egypt’s foreign exchange reserves fall $ Department of State champion an initiative to establish EAEF to $16.3 billion, down from $36 billion to amplify our impact across Egypt. in December 2010 202.9M dec U.S. Congress passes legislation to Invested form EAEF and seed the fund with 2012 may James Harmon is appointed up to $300 million Chairman of EAEF jun Muslim Brotherhood candidate EAEF Mohammed Morsi narrowly wins presidential election mar The EAEF-USAID grant agreement is signed 2013 jul Morsi is removed from power amidst mass demonstrations LCP DAWI SMS Jul 2015 CLINICS TCV FLAT6LABS ALGEBRA May 2016 CAIRO FUND VENTURES may Abdul Fattah al-Sisi wins $178.1m USD Nov 2015 Apr 2017 2014 $1.2m USD $10m USD Oct 2017 Dec 2016 jul EAEF selects LCP as its primary presidential election EAEF AUM $3m USD HEALTH FUND $0.6m USD $10m USD investment advisor INVESTMENT HEALTH ADVISOR MANAGER FUND FUND sep EAEF leads a consortium of international investors to finance the $100 million acquisition of Fawry, the largest electronic 2015 payments service company in Egypt nov EAEF acquires a majority stake in jun EAEF invests $1.2 million in Smart Sarwa Capital, the largest non-banking, Medical Services (SMS), a healthcare- consumer finance company in Egypt tech startup MISR SARWA ORCHIDIA HYTECH FAWRY 50+ nov Egypt enacts economic reform program NIS CAPITAL PORTFOLIO 2016 Dec 2017 SEED INT. May 2015 supported by a 3-year, $12 billion IMF loan Mar 2019 Nov 2015 COMPANIES PHARMA- Mar 2019 FINANCIAL EDUCATION CEUTICALS SERVICES FINANCIAL apr EAEF invests $10 million in Tanmeya Capital dec EAEF invests $10 million in Egypt's AGRICULTURE SERVICES Ventures (TCV), a first-time PE firm focused largest VC firm, Algebra Ventures, a fund on small and medium-sized enterprises supporting Egyptian tech start-ups oct EAEF invests EGP 10 million ($0.6 million)
Recommended publications
  • I Can't Breathe
    SWARNS (DO NOT DELETE) 5/13/2016 12:47 PM “I Can’t Breathe!”: A Century Old Call for Justice Christina Swarns* I CAN’T BREATHE ....................................................................... 1023 HANDS UP, DON’T SHOOT ......................................................... 1028 BLACK LIVES MATTER ................................................................ 1030 I have to begin by thanking Valerie Weiss and the Seton Hall Law Review for inviting me to serve as the keynote speaker for this critically important Symposium on “Policing the Police and the Community.” It is an honor to address lawyers, law students, law enforcement professionals, and other advocates who, by spending their time at this Symposium and doing the hard work of engaging with these complex issues, exemplify the best that our profession has to offer. “I Can’t Breathe.”1 “Hands Up, Don’t Shoot.”2 “Black Lives Matter.”3 These now ubiquitous chants, hashtags, and mantras are the contemporary rallying cries of those who have been moved to action * Christina Swarns is the Litigation Director for the NAACP Legal Defense & Educational Fund, Inc. She received a B.A. from Howard University and a J.D. from the University of Pennsylvania Law School. Christina is incredibly grateful to Noelle Yasso, a third-year student at the University of Pennsylvania Law School, for her invaluable researching, editing, and cite checking assistance. 1 Oliver Laughland et al., ‘We Can’t Breathe’: Eric Garner’s Last Words Become Protesters’ Rallying Cry, THEGUARDIAN (Dec. 4, 2014), http://www.theguardian.com/us- news/2014/dec/04/we-cant-breathe-eric-garner-protesters-chant-last-words; Tina Susman & Vera Haller, Demonstrators Echo Eric Garner’s ‘I Can’t Breathe’ Cry Again, a Year After His Death, L.A.
    [Show full text]
  • 350 Reasons We Need to Get to 350
    350 Reasons We Need to Get to 350 350 Species Threatened by Global Warming AN INTERACTIVE INSTALLATION BY THE CENTER FOR BIOLOGICAL DIVERSITY spotlighting 350 species that THE CLIMATE CRISIS threatens with extinction — 350 reasons why we must reduce carbon dioxide in Earth’s atmosphere to 350 parts per million or less. A project marking the International Day of Climate Action, October 24, 2009, and the United Nations Climate Change Conference in Copenhagen, December 7-18, 2009. 350.biologicaldiversity.org 350 REASONS WE NEED TO GET TO 350: 350 SpECIES THREATENED BY GLOBAL WARMING AN INTERACTIVE INSTALLATION BY THE CENTER FOR BIOLOGICAL DIVERSITY Spotlighting 350 species that the climate crisis threatens with extinction — 350 reasons why we must reduce carbon dioxide in Earth’s atmosphere to 350 parts per million or less. A project marking the International Day of Climate Action, October 24, 2009, and the United Nations Climate Change Conference in Copenhagen, December 7-18, 2009. 350.Biologicaldiversity.org Compiled by the Climate Law Institute of the Center for Biological Diversity Research and Writing: Rose Braz, Shaye Wolf, Brian Nowicki, Ileene Anderson, Maria Seiferle, Cassie Holmgren, Erica Etelsen, Peter Galvin, Kierán Suckling Editing: Anna Mirocha, Lydia Millet, Julie Miller Project Design: Bill Haskins, Julie Miller, Anna Mirocha Photo Editing: Melissa Buchmann, Maria Seiferle, Julie Miller, Cassie Holmgren 350 Species Mosaic Graphic: Cassie Holmgren Project Outreach: Barbara George, Tara Cornelisse, Erica Etelson The Center for Biological Diversity thanks all the photographers who contributed species images in support of this project, as well as all of the citizen activists who submitted their own images on behalf of both human life and the other animals and plants that need us to get to 350.
    [Show full text]
  • China and LA County, BYD Has Offices in Europe, Japan, South Korea, India, Taiwan, and Other Regions
    GROWING TOGETHER China and Los Angeles County GROWING TOGETHER China and Los Angeles County PREPARED BY: Ferdinando Guerra, International Economist Principal Researcher and Author with special thanks to George Entis, Research Assistant June, 2014 Los Angeles County Economic Development Corporation Kyser Center for Economic Research 444 S. Flower St., 37th Floor Los Angeles, CA 90071 Tel: (213) 622-4300 or (888) 4-LAEDC-1 Fax: (213)-622-7100 E-mail: [email protected] Web: http://www.laedc.org The LAEDC, the region’s premier business leadership organization, is a private, non-profit 501(c)3 organization established in 1981. GROWING TOGETHER China and Los Angeles County As Southern California’s premier economic development organization, the mission of the LAEDC is to attract, retain, and grow businesses and jobs for the regions of Los Angeles County. Since 1996, the LAEDC has helped retain or attract more than 198,000 jobs, providing over $12 billion in direct economic impact from salaries and over $850 million in property and sales tax revenues to the County of Los Angeles. LAEDC is a private, non-profit 501(c)3 organization established in 1981. Regional Leadership The members of the LAEDC are civic leaders and ranking executives of the region’s leading public and private organizations. Through financial support and direct participation in the mission, programs, and public policy initiatives of the LAEDC, the members are committed to playing a decisive role in shaping the region’s economic future. Business Services The LAEDC’s Business Development and Assistance Program provides essential services to L.A. County businesses at no cost, including coordinating site searches, securing incentives and permits, and identifying traditional and nontraditional financing including industrial development bonds.
    [Show full text]
  • 2014 Annual Report LETTER from the CHAIRMAN and PRESIDENT Dear Friends
    EURASIA FOUNDATION 2014 Annual Report LETTER FROM THE CHAIRMAN AND PRESIDENT Dear Friends, Even a casual glance at headlines these days tells you that events in Eurasia and the Middle East are not unfolding as hoped just a few years ago. These regions are experiencing more turmoil than has been seen in a generation, and armed conflict has flared alarmingly. Stability and prosperity remain elusive goals in many of these nations, and often relations with the United States are strained. Yet amid the troubling political developments in the regions where Eurasia Foundation works, there is encouraging news as well. Our programs are connecting people across borders and religious divides to work together on shared problems. While relations between governments can change quickly, building relationships between people takes time—and given the turbulence of recent years, that effort is more important than ever. Everywhere we work, Eurasia Foundation seeks to build the capacity of local organizations to tackle the problems they face in their own communities—not alone, but by strengthening the personal and professional channels that maintain the momentum of international engagement despite the start and stop of diplomacy. We apply new information and communication technologies to engage, and connect with each other, the next generation of young citizens who will address today’s and tomorrow’s challenges. The Honorable Thomas R. Pickering, The Honorable William J. Burns, Susan Glasser and Jill Dougherty at the 2014 As you will see in this report, even when relations between the U.S. and Russia are at a low ebb, Eurasia Sarah Carey Forum.
    [Show full text]
  • Annual Report 2009
    PHOTO CREDITS PAGE 2 ISTOCKPHOTO PAGE 3 DAO INSTITUTE FOR ENVIRONMENT AND DEVELOPMENT STAFF PAGE 4 ISTOCKPHOTO PAGE 6 FLICKR/STEFAN_GARA PAGE 8 MORAY McLEISH, WRI PAGE 9 MORAY McLEISH, WRI (top) PAGE 9 BETH GINGOLD, WRI (bottom) PAGE 9 DREAMSTIME PAGE 10 CENTRO DE TRANSPORTE SUSTENTABLE MEXICO PAGE 11 EMBARQ – THE WRI CENTER FOR SUSTAINABLE TRANSPORT PAGE 12 MONIKA KERDEMAN, WRI PAGE 15 TOYOTA NORTH AMERICA NEWPAGE CORPORATION PAGE 19 HECHLER PHOTOGRAPHERS Annual Report 2009 Report Annual www.wri.org 20002 DC Washington, Suite 800 Suite 10 G Street, NE Street, G 10 Financial Overview Financial Projects at a Glance a at Projects About Our Board Our About Acknowledging Our Donors Our Acknowledging WRI’s Program Updates Program WRI’s with the Chairman and President and Chairman the with In Conversation In Inside… WRI at a Glance: Mission, Goals, Approach MISSION APPROACH Th e World Resources Institute (WRI) is an environmental Everything WRI does is built on four key elements: think tank that goes beyond research to fi nd practical ways Q Focus on Results: we organize all our work to to protect the earth and improve people’s lives. Our mission produce powerful and practical solutions, strategies is to move human society to live in ways that protect Earth’s and tools, policies and partnerships. environment and its capacity to provide for the needs and aspirations of current and future generations. Q Analytical Excellence: we identify problems, drivers, The WRI logo represents a knot tying together the threads of natural economic incentives, and consequences to arrive at resource use and conservation, economic development, and social equity WRI has a global reach, working with more than 400 partners comprehensive, incentive-based, practical solutions.
    [Show full text]
  • Us Policy Toward Africa on the Eve Of
    THE BROOKINGS INSTITUTION A BROOKINGS PRESS BRIEFING "U.S. POLICY TOWARD AFRICA ON THE EVE OF THE PRESIDENT'S TRIP" Monday, June 30, 2003 2:00 - 4:00 p.m. Falk Auditorium The Brookings Institution 1775 Massachusetts Avenue, N.W. Washington, D.C. [TRANSCRIPT PREPARED FROM A TAPE RECORDING.] SPEAKERS Keynote: WALTER KANSTEINER Assistant Secretary of State for African Affairs Moderator: SUSAN E. RICE Senior Fellow, Foreign Policy Studies and Governance Studies, Brookings; Former Assistant Secretary of State for African Affairs (1997-2001) Panelists: JAMES HARMON Chairman, Commission on Capital Flows to Africa; Former Chairman, Export-Import Bank CHESTER CROCKER James R. Schlesinger Professor of Strategic Studies, Georgetown University; Former Assistant Secretary of State for African Affairs (1981-1989) AMBASSADOR PRINCETON LYMAN Ralph Bunche Senior Fellow for Africa Policy Studies, Council on Foreign Relations, Former U.S. Ambassador to Nigeria and South Africa JAMIE DRUMMOND Executive Director, Debt, AIDS, Trade-Africa (DATA) GAYLE SMITH Guest Scholar, Governance Studies, Brookings; Former Special Assistant to the President and Senior Director for African Affairs P R O C E E D I N G S MS. RICE: We have a very special guest, Assistant Secretary of State Walter Kansteiner, my successor at the State Department, who has a very distinguished background and career and will be kind enough to talk to us on the eve of the President's trip about U.S. policy towards Africa and the objectives and goals of the President's upcoming trip from July 7th to July 12th. It is a great honor and pleasure to introduce Walter Kansteiner.
    [Show full text]
  • A View of Ex-Im from the US Congress
    19 A View of Ex-Im from the US Congress JAMES A. LEACH I know of few institutions in the US government that have been more successful and enjoy more bipartisan support than the US Export-Import Bank. Republicans, Democrats, business, and labor have all come to appreciate that this professional institution, although not large in size, provides enormous assistance in helping the American worker and Ameri- can business compete in a very sophisticated global trading environment. I will not make specific recommendations for changes in Ex-Im Bank’s operations or charter, but I wish to express my support for the Bank’s precepts. Ex-Im’s role in US trade finance reflects the almost instinctive American philosophical preference for open markets and free trade. But although we might wish for a world without government intervention in trade finance, the fact of the matter is that without the Bank US ex- porters would be left defenseless in the face of officially financed foreign competition. The ability of US firms to win contracts, market share, and follow-on deals in important emerging-market economies—and the gen- erally high-wage jobs that support those exports—would be placed in jeopardy. I would like to focus here on three themes: a brief review of congres- sional action during the last charter renewal of Ex-Im Bank in 1997; recent developments of interest to Congress and prospects for charter renewal in calendar year 2001; and US policy toward two great powers and devel- oping markets on the Eurasian land mass, Russia and China.
    [Show full text]
  • Egyptian-American Enterprise Fund Inaugural Impact Report Header
    Egyptian-American Enterprise Fund inaugural impact report header Egyptian-American Enterprise Fund inaugural impact report Published February 2020 Photos: Cover: (large) Aerial shot of Cairo and Gezira Island (small) Great Pyramids at Giza Right Page: (top) Colorful Nubian village in Aswan, Egypt (bottom) Citadel of Saladin. Cairo, Egypt 2 Egyptian-American Enterprise Fund Table of Contents 02 CHAIRMAN’S MESSAGE 05 HISTORY OF EAEF 08 OUR STRATEGY FOR ECONOMIC GROWTH 11 MEASURING OUR IMPACT 15 EMPOWERING LOCAL FUND MANAGERS 19 SECTOR SPOTLIGHT: FINANCIAL INCLUSION 25 SECTOR SPOTLIGHT: EDUCATION AND YOUTH 31 SECTOR SPOTLIGHT: HEALTH 37 LOOKING AHEAD 38 OUR PEOPLE 39 END NOTES introduction A Message from James A. Harmon chairman, eaef In September 2012, on my first trip to Cairo as the Chairman of EAEF, Egypt was in crisis. Having just emerged from a year of violent protests and political instability following the 2011 revolution, Egypt’s new government faced significant challenges, including an economic crisis that witnessed a precipitous drop in Egypt’s foreign reserves and international investment. 2 Egyptian-American Enterprise Fund introduction Protests continued against the new regime. Who would to date. The internal rate of return of approximately 20%, invest in Egypt under these circumstances? The United along with the developmental progress detailed in this States had never attempted to introduce an enterprise report, raises an important question: can this model be fund in as tough an environment as Egypt in 2012. replicated in other frontier markets? Despite these challenges, the U.S. Agency for International Development (USAID) executed a grant We are only halfway through the EAEF journey.
    [Show full text]
  • Time for a Third Wave of Enterprise Funds
    AUGUST 2018 Time for a Third Wave of Enterprise Funds AUTHORS Daniel F. Runde Romina Bandura August 2018 Time for a Third Wave of Enterprise Funds AUTHORS Daniel F. Runde Romina Bandura About CSIS For over 50 years, the Center for Strategic and International Studies (CSIS) has worked to develop solutions to the world’s greatest policy challenges. Today, CSIS scholars are providing strategic insights and bipartisan policy solutions to help decisionmakers chart a course toward a better world. CSIS is a nonprofit organization headquartered in Washington, D.C. The Center’s 220 full- time staff and large network of affiliated scholars conduct research and analysis and develop policy initiatives that look into the future and anticipate change. Founded at the height of the Cold War by David M. Abshire and Admiral Arleigh Burke, CSIS was dedicated to finding ways to sustain American prominence and prosperity as a force for good in the world. Since 1962, CSIS has become one of the world’s preeminent international institutions focused on defense and security; regional stability; and transnational challenges ranging from energy and climate to global health and economic integration. Thomas J. Pritzker was named chairman of the CSIS Board of Trustees in November 2015. Former U.S. deputy secretary of defense John J. Hamre has served as the Center’s president and chief executive officer since 2000. CSIS does not take specific policy positions; accordingly, all views expressed herein should be understood to be solely those of the author(s). Acknowledgments This report is made possible by the generous support of Bowman Cutter, Kim G.
    [Show full text]
  • WRI Annual Report 2010 Beijing 100020, China Welcome Letter
    Think solutions 10 G Street, NE Suite 800 Washington, DC 20002 Phone: 1-202-729-7600 Fax: 1-202-729-7600 Unit 0902 Chaowai SOHO Tower A Yi No. 6 Chaowai Dajie Chaoyang District WRI AnnuAl RepoRt 2010 Beijing 100020, China Welcome letter . 1 Phone: 86-10-5900-2566 Fax: 86-10-5900-2577 About WrI . 2 www.wri.org clImAte And energy . 4 governAnce And Access . 6 mArkets And enterprIse . 8 people And ecosystems . 10 sustAInAble trAnsport . 12 chInA’s loW-cArbon Future . 14 FPo projects At A glAnce . 16 FsC loGo donors . 18 leAdershIp . 22 FInAncIAl overvIeW . 24 The World Resources Institute is a global environmental think tank that goes beyond research to put ideas into action. We work with governments, companies, and civil society to find solutions to the most urgent environmental challenges. We measure our success by Join our Community the impact our work is having on protecting the environment and improving people’s lives. explore: Our free print and online resources provide objective, fact-based analysis of the latest data. WRI’s blogs are a great introduction to our work and cover all out topics. Check them out on wri.org. Connect: Our social media sites let you join the on the cover: Pedestrians, motorbikes, cars, taxis and conversation about important issues and share ideas rickshaws vie for space in the crowded streets surrounding and information with your network. Bandra station in Mumbai, India. By 2050, there will be 700 million new residents in Indian cities. Less than 30 facebook.com/worldresources percent of large Indian cities currently have well-organized twitter.com/worldresources transit systems.
    [Show full text]
  • Uav Imagery for Tree Species Classification in Hawai‘I: a Comparison of Mlc, Rf, and Cnn Supervised Classification
    UAV IMAGERY FOR TREE SPECIES CLASSIFICATION IN HAWAI‘I: A COMPARISON OF MLC, RF, AND CNN SUPERVISED CLASSIFICATION A THESIS SUBMITTED TO THE GRADUATE DIVISION OF THE UNIVERSITY OF HAWAI‘I AT MĀNOA IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF ART IN GEOGRAPHY November 2020 By Derek James Ford Thesis Committee: Qi Chen, Chairperson Yi Qiang Clay Trauernicht Keywords: convolutional neural network, deep learning, supervised classification, UAV, tree species, remote sensing, forest ecology i © Copyright 2020 By Derek James Ford ii ACKNOWLEDGEMENTS I’d like to thank everyone involved in this project including my graduate advisor Dr. Qi Chen, whose expertise and encouragement to pursue exciting research topics was crucial for my thesis development, committee members Dr. Clay Trauernicht and Dr. Yi Qiang, Natural Area Reserves specialist James Harmon, and the entire department of Geography faculty, staff and students. I am fortunate to have been able to experience the diversity of interests and perspectives within the department, and I feel more fortunate now than ever, to have been able to do so in-person and less than six feet away! I’d also like to thank everyone who I’ve had the opportunity to work with during my Master’s degree studies, including Dr. Kirsten Oleson and all the Oleson Lab members, Dr. Brian Szuster, and Dr. David Beilman. The work opportunities you provided tremendously increased my depth and breadth of knowledge in GIS and remote sensing for a variety of applications, an invaluable addition to my formal coursework. I’d finally like to thank everyone involved in my life in general for your direct or indirect encouragement for me to pursue my interests.
    [Show full text]
  • Investing in Frontier Emerging Markets
    Investing in Frontier Emerging Markets Your next money-making opportunity is in the last place you'd think to look By Roben Farzad The streets of Lima, Peru, are lined with slot machine parlors and stoplight vendors. Vans bulge with passengers as their drivers run red lights and the vehicles spew exhaust. Stray dogs, beggars, and nursing mothers mill about. But James Harmon only sees the cranes dotting the skyline. Harmon is a frontier investor, and he's disposed to spot opportunities hiding amid chaos. Today he's touring a new pasta-making factory in a nondescript hangar tucked behind high walls and a double security gate. He's excited about the prospects for Alicorp, a $1.3 billion food manufacturer and a standout in Harmon's $200 million Caravel Fund, which is up 26 percent this year and 221 percent in the six years since it launched. "They're now churning out 10 times the noodles in half the time," Harmon, 74, yells over the roar of brand-new Italian machinery. He's wearing a hard hat with his suit, and errant bits of macaroni bounce off his freshly shined shoes. In the span of two decades, Peru has graduated from near-failed-state status to a stable democracy with an investment-grade credit rating and some of the most consistent economic growth in the world. Its unlikely comeback is just one case study in the booming frontier, the extreme edge of emerging-market investing: Pakistan. Ghana. Egypt. Bahrain. Lebanon. Cypress. Kenya. In 2005, Goldman Sachs (GS), having already coined the term "BRIC" to refer to Brazil, Russia, India, and China, introduced the "Next 11" (N- 11), positing that Bangladesh, Egypt, Indonesia, Iran, Korea, Mexico, Nigeria, Pakistan, the Philippines, Turkey, and Vietnam were poised to rival the G-7 in economic influence in the 21st century.
    [Show full text]