Search Results for 'Data Analysis '

ERG Site

Affiliated Faculty

ERG has a small core faculty but a much larger group (100+) of affiliated faculty. Affiliated faculty are based in other departments on campus or at the Lawrence Berkeley National Laboratory, and share ERG’s commitment to shared learning and interdisciplinary work.  They are advisors, mentors, or employers to ERG students, and serve on master’s project, […]

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. ENERES 98/198 – Energy DeCal Daniel Kammen (Instructor of Record); class conducted by undergraduate students Introduction to energy topics and explore the social, environmental and […]

Equity Diversity

Equity and inclusion banners in Sproul Plaza — a project initiated, designed, and temporarily installed by the ERG Diversity Student Committee. (C. Hyun, January 2017)   Equity, inclusion, and diversity (EID) planning at ERG The mission of ERG is a sustainable environment and a just society. ERG actively promotes intellectual, racial, ethnic, and gender inclusion. […]

Analysis & Control (EMAC) Energy Modeling

The Energy Modeling, Analysis and Control (EMAC) group addresses the engineering and techno-economic challenges to decarbonizing electric power systems. Our work ranges from applied to theoretical. Much of our work focuses on building new control and optimization frameworks to facilitate the operation of low carbon grids.

ERG Virtual Visit Day

Monday, March 16th, 2020   “After several years of professional experience, ERG has given me a new lease on life. Because of the incredible latitude ERG gives its students to explore, I’ve had the opportunity to take classes in law, business, public policy, and data science, above and beyond the core requirements in social science, […]

Faculty by Primary Interest

Areas of Interest Climate Change Ecology Energy Governance Water International 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 FUND that is used widely in academic research and in policy analysis John Harte John Harte’s research interests span ecological […]

Faculty

Duncan Callaway

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.

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 system interactions at decision-relevant scales. He also collaborates with social scientists and interacts closely with stakeholders to understand how science can effectively provide actionable insight […]

Students

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 of climate change, focusing on damaging extreme events like tropical cyclones. His research blends dynamic modeling, large socio-environmental datasets, and emerging econometric and machine learning […]

Isa Ferrall

MS, PhD

Decentralized solar energy systems for electricity access: historical context and comparisons of reliability (MS ’18) Isa is a MS/PhD student in the Energy and Resources Group. She is interested in the impact of renewable energy on rural electrification, global development, and the domestic energy sector. Previously, Isa gained experience on both the technical and applied […]

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. degree in Electrical and Computer Engineering from the University of Waterloo, Canada in 2014, and his M.S. in Energy and Resources from the University of […]

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, and to support research and policy-making in this area. She currently works on software development of the Mimi package to support the construction and use […]

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 how the private sector and regulatory agencies are responding to climate-related financial risks. She is interested in the assessment and valuation of these risks, as […]

Alumni

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, and concepts developed in fields including operations research, microeconomics, and industrial organization. Felipe’s work puts a particular emphasis on the development and application of data […]

Zoë Chafe

MPH, MS, PhD

Dr. Chafe works at the intersections of public health, air pollution, climate change, and energy use. She holds a PhD from the Energy and Resources Group (ERG), as well as an MPH from UC Berkeley. She has been a researcher/consultant for entities such as the World Health Organization, the International Institute for Applied Systems Analysis, […]

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 for evaluating innovation for social change. By understanding how socially-minded organizations integrate, support, and channel innovation-incentivizing processes to generate value for end consumers, he characterizes […]

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 background includes training in physical hydrology and eco-hydrology, environmental and earth system science, and applied statistics, including causal empirical methods and spatiotemporal data analysis and […]

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 analysis with case studies to examine the apparel industry’s attempt to improve environmental outcomes and to acquire political legitimacy. Niklas is a part of a […]

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 of transportation in the developed world. She focuses on new methods of data collection and analysis to better understand the various levers behind driving behavior, […]

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.

Cecile Wolf

MA

Daylight Availability: Review & Analysis of the Literature up to 1979: Relevance to Daylighting Design in the U.S.: Suggestions for Futher Data Collection and Treatment (’79 MA)

News

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."

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 students to build, estimate and interpret models that describe phenomena in the broad area of energy and environmental decision-making. Students leave the course as both […]

Energy New ERG Courses Focus on Data

The Energy and Resources Group has announced two new courses this fall addressing current, timely topics in energy and environment. Registration is open.

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 scholar with Energy and Resources Group, along with Dan Kammen and other researchers from UC Berkeley and the National Institute of Ecology and Climate Change […]

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.

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.

ERG Ph.D. Candidate Grace Wu – New Tool Helps African Countries Find the Best Sites for Renewable Energy Projects

ERG Ph.D. candidate Grace Wu is featured in this IEEE Spectrum article on a tool called Multicriteria Analysis for Planning Renewable Energy (MapRE)

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.

ERG PhDs in National Geographic: SWITCHing to a Low-Carbon Future

ERG PhD students Diego Ponce de Leon Barido and Josiah Johnston published a blog post in National Geographic on renewable energy investments in Nicaragua.

A unique moment in history for “sustainable energy for all”

ERG team study showing how off-grid power can improve equality in energy access published in Nature Climate Change. Interview with lead author Peter Alstone.

Zoë Chafe leads new WHO Report

"We wanted to help policymakers and members of the general public understand that household heating with biomass is a complicated issue," says ERG PhD candidate Zoë Chafe.

Why people use less energy on Super Bowl Sunday

Data provided by Joseph Kantenbacher, ERG PhD candidate, underpins an analysis showing how it is that significantly less energy is used by Americans on Super Bowl Sunday.

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.