Search Results for: data science

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Equity Diversity

Diversity, equity, and inclusion (DEI) at ERG Equity and inclusion are at the heart of our mission to provide education and research for a sustainable and just society. We aspire ... Continue Reading »

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Affiliated Faculty

ERG has a small core faculty but a much larger group of affiliated faculty. Affiliated faculty are based in other departments on campus or at the Lawrence Berkeley National Laboratory, ... Continue Reading »

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Courses

Please note: This is a full list of ERG course offerings; not all courses are offered each term. For current course offerings, please refer to the online Schedule of Classes. ... Continue Reading »

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Faculty by Primary Interest

Areas of Interest Climate ChangeEcologyEnergyGovernanceWaterInternational Climate Change ERG CORE David Anthoff David Anthoff is an environmental economist who studies climate change and environmental policy. He co-develops the integrated assessment model ... Continue Reading »

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Sustainability Summer Minor and Certificate

Students complete courses in: To receive updates on the Sustainability Minor/Certificate program, please complete the Energy and Resources Group email list sign-up form. View our June 2, 2020 online information ... Continue Reading »

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Sustainability Minor/Certificate FAQs

    Synchronous vs. Asynchronous Learning Minor vs. Certificate? Enrollment and Course Logistics UC Berkeley Graduating Seniors Financial Aid & Scholarships Housing High School Students Career Applicability Synchronous vs. Asynchronous ... Continue Reading »

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Faculty (6 results)

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Mills-Novoa, Meg

Meg Mills-Novoa

Assistant Professor

Meg Mills-Novoa is a human-environment geographer who researches the enduring impacts of climate change adaptation projects. She is jointly appointed to the Energy and Resources Group and the Department of Environmental Science, Policy, and Management.

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Jones, Andrew D.

Andrew D. Jones

Assistant Adjunct Professor

Dr. Jones is an Earth scientist who works at the interface of human and environmental systems. His research uses quantitative models and data analysis to understand climate change and human-Earth ... Continue Reading »

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Chung, Youjin

Youjin Chung

Assistant Professor

Youjin Chung is Assistant Professor of Sustainability and Equity with a joint appointment in the Energy and Resources Group and the Department of Environmental Science, Policy, and Management.

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Kueppers, Lara

Lara Kueppers

Associate Professor

Lara Kueppers is an Associate Professor in the Energy and Resources Group, with a Faculty Scientist appointment at Berkeley Lab. She is an interdisciplinary environmental scientist, whose research focuses on ecological responses and feedbacks to climate change.

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Anthoff, David

David Anthoff

Assistant Professor

David Anthoff is an environmental economist who studies climate change and environmental policy. He co-develops the integrated assessment model FUND that is used widely in academic research and in policy analysis.

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Callaway, Duncan

Duncan Callaway

Acting Chair, Associate Professor

Dr. Callaway’s teaching focuses on power systems and energy efficiency. His research can be categorized in three areas: modeling and control of aggregated storage devices; power management; and system analysis of energy technologies and their impact.

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Students (17 results)

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Brown, Colette

Colette Brown

MS

Colette’s research and interests focus on using remote sensing and data science to better explore and predict changes to the arctic. She currently works for Dr. Margaret Torn and Dr. ... Continue Reading »

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Sherman, Luke

Luke Sherman

MPP, MS

Luke’s research aims to encourage the use of innovative technology and management systems in order to improve environmental management and adapt to climate change. His work draws on economics, environmental ... Continue Reading »

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Chaudhry, Nabig

Nabig Chaudhry

MS

I’m Nabig Chaudhry. I’m an MS candidate at UC Berkeley studying energy systems, climate change science, and environmental data science. My research and interests lie at the intersection of energy, ... Continue Reading »

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Freitas, Nancy

Nancy Freitas

MS, PhD

Arctic Lake Emissions in a Warming World (MS ’20) At ERG, Nancy research focuses on identifying existing gaps in climate science and decision-making. In her master’s research, she used a ... Continue Reading »

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Siddique, Samira

Samira Siddique

MS, PhD

Development for the Stateless: the Displacement-Development Nexus and Implications for the Future (MS ’19) Samira is a PhD candidate in the Energy and Resources Group and researcher in the Renewable ... Continue Reading »

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Vásquez, Váleri

Váleri Vásquez

MS, PhD

Váleri Vásquez is a PhD candidate in the Energy and Resources Group with a Designated Emphasis in Computational Data Science and Engineering. Váleri conducts most of her work in the ... Continue Reading »

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Likhanga, Lynn Shiyayo

Lynn Shiyayo Likhanga

MA

During her undergraduate career, Lynn spent time studying and learning more about the short and long-term evolution of the Earth’s climate and oceans with a focus on the East Frisian ... Continue Reading »

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Penakalapati, Gauthami

Gauthami Penakalapati

MS, PhD

Evaluation of Social Networks and Measures of Empowerment Among Adolescent Girls in Uttar Pradesh, India (MS ’19) Gauthami’s interdisciplinary research intersects global health, feminist theory, science technology studies, social network ... Continue Reading »

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Rennels, Lisa

Lisa Rennels

MS, PhD

Sobol Sensitivity Analysis for Integrated Assessment Models: Supporting Result Characterization (MS ’19) Lisa is interested in using computer science to explore issues related to the economic impacts of climate change, ... Continue Reading »

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Elmallah, Salma

Salma Elmallah

MS, PhD

Characterizing Fairness, Transparency, and Openness in US Wind Project Planning (MS ’19) Salma’s background is in engineering, and she’s used her time at ERG to both extend her technical knowledge ... Continue Reading »

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Lee, Jonathan

Jonathan Lee

MS, PhD

The Cost of Reliability in Decentralized Solar Systems in Sub-Saharan Africa (MS ’18) Jonathan studies transitions in electric power systems and electricity markets, specifically microgrids and distributed energy resources, the ... Continue Reading »

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Yu, Hilary

Hilary Yu

MS

Mining Data on Reclaimed Coal Mines: a Machine Learning Approach to Assessing Habitat Suitability (MS ’18) Hilary received her B.A. in Government and Biological Sciences, with a concentration in Ecology ... Continue Reading »

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Shears, Esther

Esther Shears

MPP, MS, PhD

The Impact of Data Access on Academic Research: Evidence from the Land Remote-sensing Commercialization Act of 1984 (MS ’18) Esther researches how climate change will impact the financial sector and ... Continue Reading »

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Best, Dennis

Dennis Best

MS, PhD

Dennis has focused his career on technology and sustainability policy in emerging and developing economies. His research interests include technology and innovation policy and impacts to resource and rural development, ... Continue Reading »

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Lazarus, Eli

Eli Lazarus

MS, PhD

Eli is an Ecological Economist working on comprehensive welfare measurement, tracking, and optimization. His research investigates and contributes to filling the gap between market optimization/welfare and broader social welfare. Recent ... Continue Reading »

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Brockway, Anna

Anna Brockway

MS, PhD

Anna Brockway is a PhD candidate in the Energy and Resources Group at UC Berkeley. She holds master’s degrees in Electrical Engineering and Energy & Resources. Anna studies how our ... Continue Reading »

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Lara, José Daniel

José Daniel Lara

MS, PhD

Jose Daniel was born in San José Costa Rica, received his B.Sc. and Licentiate in Electrical Engineering from the University of Costa Rica in 2009 and 2012 respectively, his M.Sc. ... Continue Reading »

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Alumni (24 results)

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Lollo, Niklas

Niklas Lollo

MS, PhD

Inside Out: the Power in Data-Centric Private Governance (PhD ’20) Inspired by ecological economics, Niklas is focused on global governance of production and consumption. At ERG, he is combining data ... Continue Reading »

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Jarvis, Stephen

Stephen Jarvis

MS, PhD

Stephen is a PhD Candidate at UC Berkeley’s Energy & Resources Group and a Researcher at the Energy Institute at Haas. His work lies at the intersection of economics, public ... Continue Reading »

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Levy, Morgan

Morgan Levy

MS, PhD

Morgan’s research focuses on hydrology and water resources, the effects of land use and climate change on human health and the environment, human-environmental system dynamics, and environmental data science. Her ... Continue Reading »

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Gordon, Pierce

Pierce Gordon

MS, PhD

Investigating Innovation Practice: Cross-disciplinary Studies in International Development (PhD ’18) As a NSF, Chancellor’s, and InFEWS Fellow in the Energy and Resources Group (ERG), Pierce investigates frameworks, methodologies, and contexts ... Continue Reading »

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Jacome, Veronica

Veronica Jacome

MS, PhD

Reshaping the relationships in Ungula’s electricity sector: the advent of the prepay meter (MS ’15) Presumptions and Precarity: Probing Electricity Infrastructure (PhD ’20) Veronica Jacome is a PhD student in ... Continue Reading »

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Bauer, Gordon

Gordon Bauer

MS, PhD

Operation, Cost, and Environmental Impact of Self-Driving Electric Taxi Fleets (MS ’18) Transportation has long been dominated by the personal gasoline-powered automobile, but breakthroughs in electric vehicles, shared mobility, and ... Continue Reading »

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Castro, Felipe

Felipe Castro

PhD

On Rate Regulation in Modern Electricity Sectors (PhD ’17) Felipe was a Ph.D. Candidate with ERG. His research seeks to improve the understanding and organization of energy systems, leveraging methods, ... Continue Reading »

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Hausfather, Zeke

Zeke Hausfather

PhD

Understanding and Reconciling Global Temperature Records (PhD ’19) Zeke is an energy systems analyst and data scientist with a strong interest in climate science and policy. He is currently the ... Continue Reading »

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Shaw, Britt

Britt Shaw

MS

At ERG, I am exploring the barriers to renewable projects that are stalled or abandoned in emerging markets and potential solutions. By striving to answer that question, I hope to help move electricity sector development forward — especially in East Africa.

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Aas, Daniel

Daniel Aas

MA, MPP

Greater than the Sum of Their Parts? Political Impacts of State Climate Policies in the Face of Partisan Polarization (MA/MPP ’17) Dan completed concurrent degrees at the Goldman School of ... Continue Reading »

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MacDonald, Jason

Jason MacDonald

PhD

Jason is interested in optimization and control of distributed energy resources to support renewable energy integration into the electricity grid. He works at Lawrence Berkeley National lab researching wholesale electricity ... Continue Reading »

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Bolliger, Ian

Ian Bolliger

MS, PhD

Monitoring and Projecting the Impacts of Climate Change with Emerging Environmental Datasets and Machine Learning (PhD ’20) Ian works to provide decision-makers with quantitative, high-resolution projections of the socioeconomic impacts ... Continue Reading »

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Han Springer, Cecilia

Cecilia Han Springer

MS, PhD

Policies for an Ecological Civilization: China, Carbon, and Economic Reform (PhD ’19) Cecilia is a PhD candidate at ERG. Her dissertation uses economic modeling and social science to critically analyze ... Continue Reading »

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Newman, Erica

Erica Newman

MS, PhD

Erica’s niche is fire, particularly in the ecologically sensitive region of French Polynesia. She has already been trained as a physicist, but her curiosity draws her to ecology. ERG has become a unique place for Erica to explore her aspirations in the biological sciences alongside those who have successfully trekked through similar transitions. Read in her own words how Erica has fine-tuned her fascinations while at ERG.

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Woelfle-Erskine, Cleo

Cleo Woelfle-Erskine

MS, PhD

In the tradition of Barad and Haraway, I practice Science and Technology Studies (STS) “from the inside”, drawing on my own natural science training to inform the theoretical frameworks I ... Continue Reading »

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Shirley, Rebekah

Rebekah Shirley

MS, PhD

Rebekah Shirley believes that there is more than one path to a bright, energy secure future. Developing nations strive to connect more and more of their communities to energy. Many have emulated the fossil fuel intensive model of developed nations, but Rebekah believes that this is not necessarily the only way.

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Laura Schewel

MA, PhD

Shop ‘Till We Drop: A Historical and Policy Analysis of Goods Movement in the U.S. (MS ’11) Transportation Behavioral Data and Climate Change (PhD ’20) Laura studies the environmental impacts ... Continue Reading »

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Reilly, Jessica

Jessica Reilly

MS, PhD

Jess studies the impact of and adaptation to climate change on Latin America’s coasts. Currently, she travels on her 39-foot sailboat, Oleada, down the Pacific coast of Mexico and Central ... Continue Reading »

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Jagannathan, Kripa

Kripa Jagannathan

MS, PhD

Ready-to-use? Bridging the Climate Science Usability Gap for Adaptation (PhD ’19) Kripa’s research interests are in the field of climate change adaptation and climate-resilient planning. Her PhD focuses on improving ... Continue Reading »

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Hyun, Christopher

Christopher Hyun

MA, PhD

With 10+ years of international field experience, 5+ in water and sanitation, as well as project management and professional development in higher ed, I aim to create a better society and environment for all.

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Cohen, Michael

Michael Cohen

MS, PhD

Michael Cohen puts the power and complexity of the grid into students' hands via a video game. We asked Michael about his innovative project and his unique experience at ERG. "In addition to developing the game itself, I am working with teachers at local high schools to develop curriculum around it and try it out with their students this year. I hope to not only create a solid educational product but also gain some insights into how technology can be used to support learning about complex systems in general."

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Christianson, Danielle Svehla

Danielle Svehla Christianson

MS, PhD

At times the problem of understanding phenomena is one of seeing. That is why Danielle explores new ways of demystifying complexity through visual representation. She seeks new techniques to illustrate often-forgotten, yet fundamental dependencies between human society and the natural world. One such technique is terrestrial laser scanning (also known as LIDAR), which she used to create a 3-D model of her ecological study site in the Sierra Nevada. This along with her seedling research seeks to inform the uncertain future of resource management.

Go to Danielle Svehla Christianson's page
Borgeson, Sam

Sam Borgeson

MA, PhD

Targeted Efficiency: Using Customer Meter Data to Improve Efficiency Program Outcomes (PhD ’14) Sam’s works focuses on tools to scale up and improve the performance of energy efficiency programs in ... Continue Reading »

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News (17 results)

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ERG PhD Student Esther Shears on Improving Data Access and Equality

ERG PhD Student Esther Shears on Improving Data Access and Equality

ERG PhD student Esther Shears recently published her work in the Proceedings of the National Academy of Sciences (PNAS). Her publication, titled "Improving data access democratizes and diversifies science", focuses on how critical data access is for empirical research and the diversity of scientific research. Shears shares a two-sentence summary from the abstract of what she found from her analysis, stating that "Scientists who start using Landsat data after access is improved tend to focus on previously understudied regions close to their home location and introduce novel research topics. These findings suggest that policies that improve access to valuable scientific data may promote scientific progress, reduce inequality among scientists, and increase the diversity of scientific research."

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New ERG Course: Data, Environment and Society

Environment and Society New ERG Course: Data

Data, Environment and Society (ENERES 131) Professor Duncan Callaway Lecture (#33105) TT 9:30 – 11am Labs (#33106) M 10am – 12pm or (#33276) W 10am – 12pm This course will teach ... Continue Reading »

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Transportation Emissions in Mexico City – How Big Data is Driving Change

Transportation Emissions in Mexico City – How Big Data is Driving Change

Mexico City is one of the most congested cities in the world, and it’s taking a toll on the health of its citizens and the environment. Sergio Castellanos, a postdoctoral ... Continue Reading »

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Data: Big disparities in energy use across desert

Data: Big disparities in energy use across desert

ERG PhD candidate Chris Jones explains household electricity consumption.

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Brandt (PhD’08) publishes in Science on Methane Leaks

Brandt (PhD’08) publishes in Science on Methane Leaks

“People who go out and actually measure methane pretty consistently find more emissions than we expect," claims Adam Brandt, ERG Alum and assistant professor at Stanford.

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ERG Student Valeri Vasquez Awarded Prestigious Fellowship

ERG Student Valeri Vasquez Awarded Prestigious Fellowship

We would like to congratulate ERG PhD student Valerie Vasquez on receiving a 2017 ACM SIGHPC/Intel Computational and Data Science Fellowship.

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ERG PhD Student Adam Hanbury-Brown Awarded NASA Research Grant

ERG PhD Student Adam Hanbury-Brown Awarded NASA Research Grant

ERG PhD Student Adam Hanbury-Brown was recently awarded funding through NASA's Future Investigators in NASA Earth and Space Science and Technology (FINESST) program, which is designed to support graduate student-designed and performed research projects that advance NASA's science, technology, and exploration goals.

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ERGies Contribute to IEEE “Electricity for All: Issues, Challenges, and Solutions for Energy-Disadvantaged Communities”

Challenges ERGies Contribute to IEEE “Electricity for All: Issues

Several ERGies recently contributed articles to an IEEE Special Issue on "Electricity for All: Issues, Challenges, and Solutions for Energy-Disadvantaged Communities."

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Isha Ray and Chris Hyun Analyze Issues with Water Access Alerts in Bangalore

Isha Ray and Chris Hyun Analyze Issues with Water Access Alerts in Bangalore

A recent article from UC Berkeley’s Blum Center considers the lessons learned from the trial run of Next drop, an application intended to help residents of Bangalore, India optimize their ... Continue Reading »

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Paper Authored by PhD Candidate Noah Kittner and Professor Dan Kammen Published in Nature Energy

Paper Authored by PhD Candidate Noah Kittner and Professor Dan Kammen Published in Nature Energy

Noah Kittner and Dan Kammen's new paper, "Energy stor­age deploy­ment and inno­va­tion for the clean energy tran­si­tion," was published in Nature Energy on July 31, 2017

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New ERG Chair Daniel M. Kammen

New ERG Chair Daniel M. Kammen

We are pleased to announce the appointment of the new Energy and Resources Group Chair, Professor Daniel M. Kammen. His appointment began July 1, 2017. Daniel Kam­men is a Pro­fes­sor of Energy with ... Continue Reading »

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ERG graduate student Hausfather in LA Times

ERG graduate student Hausfather in LA Times

ERG doctoral student Zeke Hausfather comments in this LA Times article on a newly published analysis that reconciles different climate change data sets and confirms dominant human influence in long-term warming.

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NOAA Was Right, No Pause in Global Warming Says ERG Grad Student Hausfather

No Pause in Global Warming Says ERG Grad Student Hausfather NOAA Was Right

A controversial paper published two years ago that concluded there was no detectable slowdown in ocean warming over the previous 15 years — widely known as the “global warming hiatus” — has now been confirmed using independent data in research led by researchers from UC Berkeley and Berkeley Earth.

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Kripa Jagannathan selected for UC Food Fellowship

Kripa Jagannathan selected for UC Food Fellowship

ERG Master's-PhD To ssess the accuracy of different climate models at Lawrence Berkeley National Laboratory.

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Holdren on Climate Change in the USA

Holdren on Climate Change in the USA

Watch Dr. John Holdren, Assistant to the President for Science & Technology and ERG Co-founder, discuss the newly released National Climate Assessment report.

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Holdren Sets New Course for US Energy

Holdren Sets New Course for US Energy

President Obama's top science advisor and ERG Co-founder, John Holdren, is confident that America's next energy plan "will make a difference."

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Suburban sprawl, 50% of U.S. household carbon footprint

50% of U.S. household carbon footprint Suburban sprawl

Chris Jones (ERG PhD) and Prof. Dan Kammen point out that U.S. households are responsible for about 20% of annual worldwide greenhouse gas emissions, which are driving climate change.

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Topics (3 results)

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Brown, Colette

Colette Brown

MS

Colette’s research and interests focus on using remote sensing and data science to better explore and predict changes to the arctic. She currently works for Dr. Margaret Torn and Dr. ... Continue Reading »

Go to Colette Brown's page
Awuah, Portia

Portia Awuah

MS

Portia is a MS student in the Energy and Resources Group. She is interested in extending energy access to areas without electricity. As an Electrical and Electronics engineering bachelor’s degree ... Continue Reading »

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Freitas, Nancy

Nancy Freitas

MS, PhD

Arctic Lake Emissions in a Warming World (MS ’20) At ERG, Nancy research focuses on identifying existing gaps in climate science and decision-making. In her master’s research, she used a ... Continue Reading »

Go to Nancy Freitas's page