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Berkeley Earth is a
Berkeley, California Berkeley ( ) is a city on the eastern shore of San Francisco Bay in northern Alameda County, California, United States. It is named after the 18th-century Irish bishop and philosopher George Berkeley. It borders the cities of Oakland and Emer ...
-based independent 501(c)(3)
non-profit A nonprofit organization (NPO) or non-profit organisation, also known as a non-business entity, not-for-profit organization, or nonprofit institution, is a legal entity organized and operated for a collective, public or social benefit, in co ...
focused on land temperature data analysis for
climate science Climatology (from Greek , ''klima'', "place, zone"; and , '' -logia'') or climate science is the scientific study of Earth's climate, typically defined as weather conditions averaged over a period of at least 30 years. This modern field of stud ...
. Berkeley Earth was founded in early 2010 (originally called the Berkeley Earth Surface Temperature project) with the goal of addressing the major concerns from outside the scientific community regarding
global warming In common usage, climate change describes global warming—the ongoing increase in global average temperature—and its effects on Earth's climate system. Climate change in a broader sense also includes previous long-term changes to E ...
and the
instrumental temperature record The instrumental temperature record is a record of temperatures within Earth's climate based on direct, instrument-based measurements of air temperature and ocean temperature. Instrumental temperature records are distinguished from indirect rec ...
. The project's stated aim was a "transparent approach, based on data analysis." In February 2013, Berkeley Earth became an independent non-profit. In August 2013, Berkeley Earth was granted 501(c)(3) tax-exempt status by the US government. The primary product is air temperatures over land, but they also produce a global dataset resulting from a merge of their land data with HadSST. Berkeley Earth founder Richard A. Muller told ''
The Guardian ''The Guardian'' is a British daily newspaper. It was founded in 1821 as ''The Manchester Guardian'', and changed its name in 1959. Along with its sister papers ''The Observer'' and ''The Guardian Weekly'', ''The Guardian'' is part of the Gu ...
'' Berkeley Earth has been funded by unrestricted educational grants totaling () about $1,394,500. Large donors include
Lawrence Berkeley National Laboratory Lawrence Berkeley National Laboratory (LBNL), commonly referred to as the Berkeley Lab, is a United States Department of Energy National Labs, United States national laboratory that is owned by, and conducts scientific research on behalf of, t ...
, the Charles G. Koch Foundation, the Fund for Innovative Climate and Energy Research (FICER), and the William K. Bowes Jr. Foundation. The donors have no control over how Berkeley Earth conducts the research or what they publish. The team's preliminary findings, data sets and programs were published beginning in December 2012. The study addressed scientific concerns including urban heat island effect, poor station quality, and the risk of data
selection bias Selection bias is the bias introduced by the selection of individuals, groups, or data for analysis in such a way that proper randomization is not achieved, thereby failing to ensure that the sample obtained is representative of the population int ...
. The Berkeley Earth group concluded that the warming trend is real, that over the past 50 years (between the decades of the 1950s and 2000s) the land surface warmed by 0.91±0.05 °C, and their results mirror those obtained from earlier studies carried out by the U.S.
National Oceanic and Atmospheric Administration The National Oceanic and Atmospheric Administration (abbreviated as NOAA ) is an United States scientific and regulatory agency within the United States Department of Commerce that forecasts weather, monitors oceanic and atmospheric conditio ...
(NOAA), the
Hadley Centre The Met Office Hadley Centre — named in honour of George Hadley — is one of the United Kingdom's leading centres for the study of scientific issues associated with climate change. It is part of, and based at the headquarters of the Met Off ...
, NASA's
Goddard Institute for Space Studies The Goddard Institute for Space Studies (GISS) is a laboratory in the Earth Sciences Division of NASA's Goddard Space Flight Center affiliated with the Columbia University Earth Institute. The institute is located at Columbia University in Ne ...
(GISS) Surface Temperature Analysis, and the
Climatic Research Unit The Climatic Research Unit (CRU) is a component of the University of East Anglia and is one of the leading institutions concerned with the study of natural and anthropogenic climate change. With a staff of some thirty research scientists and s ...
(CRU) at the
University of East Anglia The University of East Anglia (UEA) is a public research university in Norwich, England. Established in 1963 on a campus west of the city centre, the university has four faculties and 26 schools of study. The annual income of the institution f ...
. The study also found that the
urban heat island An urban heat island (UHI) is an urban or metropolitan area that is significantly warmer than its surrounding rural areas due to human activities. The temperature difference is usually larger at night than during the day, and is most apparen ...
effect and poor station quality did not bias the results obtained from these earlier studies.


Scientific team and directors

Berkeley Earth team members include: * Richard A. Muller, founder and Scientific Director. Professor of
Physics Physics is the natural science that studies matter, its fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge which r ...
, UCB and Senior Scientist,
Lawrence Berkeley National Laboratory Lawrence Berkeley National Laboratory (LBNL), commonly referred to as the Berkeley Lab, is a United States Department of Energy National Labs, United States national laboratory that is owned by, and conducts scientific research on behalf of, t ...
. Muller is a member of the
JASON Defense Advisory Group JASON is an independent group of elite scientists which advises the United States government on matters of science and technology, mostly of a sensitive nature. The group was created in the aftermath of the Sputnik launch as a way to reinvigorate ...
who has been critical of other climate temperature studies before this project. *Elizabeth Muller, Founder and Executive Director *
Robert Rohde Robert Andrew Rohde is an American physicist and former graduate student at the University of California, Berkeley, where he studied under Richard A. Muller. He received his PhD in 2010 with a thesis entitled "The Development and Use of the Berke ...
, lead scientist. Ph.D. in physics,
University of California, Berkeley The University of California, Berkeley (UC Berkeley, Berkeley, Cal, or California) is a public land-grant research university in Berkeley, California. Established in 1868 as the University of California, it is the state's first land-grant u ...
. Rohde's scientific interests include
earth science Earth science or geoscience includes all fields of natural science related to the planet Earth. This is a branch of science dealing with the physical, chemical, and biological complex constitutions and synergistic linkages of Earth's four spheres ...
s,
climatology Climatology (from Greek , ''klima'', "place, zone"; and , '' -logia'') or climate science is the scientific study of Earth's climate, typically defined as weather conditions averaged over a period of at least 30 years. This modern field of stud ...
, and
scientific graphics Science is a systematic endeavor that builds and organizes knowledge in the form of testable explanations and predictions about the universe. Science may be as old as the human species, and some of the earliest archeological evidence for ...
. Rohde is the founder of
Global Warming Art Global means of or referring to a globe and may also refer to: Entertainment * ''Global'' (Paul van Dyk album), 2003 * ''Global'' (Bunji Garlin album), 2007 * ''Global'' (Humanoid album), 1989 * ''Global'' (Todd Rundgren album), 2015 * Bruno ...
. *
Zeke Hausfather Zeke is a masculine given name and nickname, sometimes a shortened form (hypocorism) of Ezekiel, which may refer to: People *Caleb Bailey (nickname "Zeke", 1898-1957), US Marine Corps brigadier general and athlete *Zeke Bella (1930–2013), Amer ...
, scientist * Steven Mosher, scientist, co-author of ''Climategate: The Crutape Letters'' *
Saul Perlmutter Saul Perlmutter (born September 22, 1959) is a U.S. astrophysicist at the Lawrence Berkeley National Laboratory and a professor of physics at the University of California, Berkeley. He is a member of both the American Academy of Arts & Sciences ...
,
Nobel Prize The Nobel Prizes ( ; sv, Nobelpriset ; no, Nobelprisen ) are five separate prizes that, according to Alfred Nobel's will of 1895, are awarded to "those who, during the preceding year, have conferred the greatest benefit to humankind." Alfr ...
-winning astrophysicist at Lawrence Berkeley National Laboratory and Professor of Physics at UCB. *
Arthur H. Rosenfeld Arthur Hinton Rosenfeld (June 22, 1926 – January 27, 2017) was a UC Berkeley physicist and California energy commissioner, dubbed the "Godfather of Energy Efficiency", for developing new standards which helped improve energy efficiency in Cali ...
, professor of physics at UCB and former
California Energy Commission The California Energy Commission, formally the Energy Resources Conservation and Development Commission, is the primary energy policy and planning agency for California. Created in 1974 and headquartered in Sacramento, the Commission'core respon ...
er. Research he directed at Lawrence Berkeley National Laboratory led to the development of
compact fluorescent lamp A compact fluorescent lamp (CFL), also called compact fluorescent light, energy-saving light and compact fluorescent tube, is a fluorescent lamp designed to replace an incandescent light bulb; some types fit into light fixtures designed for inca ...
s. * Jonathan Wurtele, professor of physics * Will Graser Former team members * Sebastian Wickenburg, Ph.D. Candidate in Physics * Charlotte Wickham, statistical scientist * Don Groom, physicist *
Robert Jacobsen Robert Julius Tommy Jacobsen (4 June 1912 – 26 January 1993) was a Danish sculptor and painter. The Danish Robert Award is named in his honor. Biography Jacobsen was born in Copenhagen. He was self-taught as a sculptor. During World War I, ...
, Professor of Physics at UCB and an expert in analyses of large data sets. *
David Brillinger David Ross Brillinger (born 1937) is a statistician and Emeritus Professor of Statistics at the University of California, Berkeley. He received his PhD from Princeton in 1961 under John Tukey. Brillinger's former doctoral students include Peter G ...
, statistical scientist. Professor of
Statistics Statistics (from German language, German: ''wikt:Statistik#German, Statistik'', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of ...
at UCB. A contributor to the theory of
time series In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Exa ...
analysis. *
Judith Curry Judith A. Curry (born c. 1953) is an American climatologist and former chair of the School of Earth and Atmospheric Sciences at the Georgia Institute of Technology. Her research interests include hurricanes, remote sensing, atmospheric modeling, ...
,
climatologist Climatology (from Greek , ''klima'', "place, zone"; and , ''-logia'') or climate science is the scientific study of Earth's climate, typically defined as weather conditions averaged over a period of at least 30 years. This modern field of study ...
and Chair of the School of Earth and Atmospheric Sciences at the
Georgia Institute of Technology The Georgia Institute of Technology, commonly referred to as Georgia Tech or, in the state of Georgia, as Tech or The Institute, is a public research university and institute of technology in Atlanta, Georgia. Established in 1885, it is part of ...
. * Pamela Hyde, Communications and Project Director *
John Li John is a common English name and surname: * John (given name) * John (surname) John may also refer to: New Testament Works * Gospel of John, a title often shortened to John * First Epistle of John, often shortened to 1 John * Second ...
, Energy Geoscience intern Board of Directors *Elizabeth Muller, president and chair, managing partner of Global Shale. *
Will Glaser Will may refer to: Common meanings * Will and testament, instructions for the disposition of one's property after death * Will (philosophy), or willpower * Will (sociology) * Will, volition (psychology) * Will, a modal verb - see Shall and will ...
, Treasurer, founded
Pandora Music Pandora is a subscription-based music streaming service owned by Sirius XM Holdings based in Oakland, California, United States. The service carries a focus on recommendations based on the " Music Genome Project" — a means of classifying indi ...
* Bill Shireman, Secretary "He develops profitable business strategies that drive pollution down and profits up." * Richard Muller, Board Director * Art Rosenfeld, Board Director * Marlan W. Downey, Board Director, Former President of the international subsidiary of Shell Oil; founder of Roxanna Oil; former president of
Arco International ARCO ( ) is a brand of gasoline stations currently owned by Marathon Petroleum after BP sold its rights. BP commercializes the brand in Northern California, Oregon and Washington, while Marathon has rights for the rest of the United States an ...
* Jim Boettcher, Board Director; investments


Initial results

After completing the analysis of the full land temperature data set, consisting of more than 1.6 billion temperature measurements dating back to the 1800s from 15 sources around the world, and originated from more than 39,000 temperature stations worldwide, the group submitted four papers for peer-review and publication in scientific journals. The Berkeley Earth study did not assess temperature changes in the oceans, nor try to assess how much of the observed warming is due to human action. The Berkeley Earth team also released the preliminary findings to the public on October 20, 2011, in order to promote additional scrutiny. The data sets and programs used to analyze the information, and the papers undergoing peer review were also made available to the public. The Berkeley Earth study addressed scientific concerns raised by skeptics including urban heat island effect, poor station quality, and the risk of data selection bias. The team's initial conclusions are the following: *The
urban heat island An urban heat island (UHI) is an urban or metropolitan area that is significantly warmer than its surrounding rural areas due to human activities. The temperature difference is usually larger at night than during the day, and is most apparen ...
effect and poor station quality did not bias the results obtained from earlier studies carried out by the U.S.
National Oceanic and Atmospheric Administration The National Oceanic and Atmospheric Administration (abbreviated as NOAA ) is an United States scientific and regulatory agency within the United States Department of Commerce that forecasts weather, monitors oceanic and atmospheric conditio ...
(NOAA), the
Hadley Centre The Met Office Hadley Centre — named in honour of George Hadley — is one of the United Kingdom's leading centres for the study of scientific issues associated with climate change. It is part of, and based at the headquarters of the Met Off ...
and
NASA The National Aeronautics and Space Administration (NASA ) is an independent agency of the US federal government responsible for the civil space program, aeronautics research, and space research. NASA was established in 1958, succeeding t ...
's GISS Surface Temperature Analysis. The team found that the urban heat island effect is locally large and real, but does not contribute significantly to the average land temperature rise, as the planet's urban regions amount to less than 1% of the land area. The study also found that while stations considered "poor" might be less accurate, they recorded the same average warming trend. *Global temperatures closely matched previous studies from NASA GISS, NOAA and the Hadley Centre, that have found global warming trends. The Berkeley Earth group estimates that over the past 50 years the land surface warmed by 0.911 °C, just 2% less than NOAA's estimate. The team scientific director stated that "...this confirms that these studies were done carefully and that potential biases identified by climate change sceptics did not seriously affect their conclusions." *About 1/3 of temperature sites around the world with records of 70 years or longer reported cooling (including much of the United States and northern Europe). But 2/3 of the sites show warming. Individual temperature histories reported from a single location are frequently noisy and/or unreliable, and it is always necessary to compare and combine many records to understand the true pattern of global warming. *The Atlantic multidecadal oscillation (AMO) has played a larger role than previously thought. The
El Niño-Southern Oscillation EL, El or el may refer to: Religion * El (deity), a Semitic word for "God" People * EL (rapper) (born 1983), stage name of Elorm Adablah, a Ghanaian rapper and sound engineer * El DeBarge, music artist * El Franco Lee (1949–2016), American po ...
(ENSO) is generally thought to be the main reason for inter-annual warming or cooling, but the Berkeley Earth team's analysis found that the global temperature correlates more closely with the state of the Atlantic Multidecadal ''Oscillation'' index, which is a measure of sea surface temperature in the north Atlantic. The Berkeley Earth analysis uses a new methodology and was tested against much of the same data as NOAA and NASA. The group uses an algorithm that attaches an automatic weighting to every data point, according to its consistency with comparable readings. The team claims this approach allows the inclusion of outlandish readings without distorting the result and standard statistical techniques were used to remove
outlier In statistics, an outlier is a data point that differs significantly from other observations. An outlier may be due to a variability in the measurement, an indication of novel data, or it may be the result of experimental error; the latter are ...
s. The methodology also avoids traditional procedures that require long, continuous data segments, thus accommodating for short sequences, such as those provided by temporary weather stations. This innovation allowed the group to compile an earlier record than its predecessors, starting from 1800, but with a high degree of uncertainty because at the time there were only two weather stations in America, just a few in Europe and one in Asia.


Reactions

Given project leader Muller's well-publicised concerns regarding the quality of climate change research, other critics anticipated that the Berkeley Earth study would be a vindication of their stance. For example, when the study team was announced, Anthony Watts, a climate change denialist blogger who popularized several of the issues addressed by the Berkeley Earth group study, expressed full confidence in the team's methods: When the initial results were released, and found to support the existing consensus, the study was widely decried by deniers. Watts spoke to ''The New York Times'', which wrote: "Mr. Watts ... contended that the study's methodology was flawed because it examined data over a 60-year period instead of the 30-year-one that was the basis for his research and some other peer-reviewed studies. He also noted that the report had not yet been peer-reviewed and cited spelling errors as proof of sloppiness." Steven Mosher, a co-author of a book critical of climate scientists, also disapproved saying that the study still lacked transparency. He said: "I'm not happy until the code is released and released in a language that people can use freely." Stephen McIntyre, editor of
Climate Audit Climate Audit is a blog founded in 2005 by Steve McIntyre. In November 2009 journalist Andrew Revkin described it in ''The New York Times'' as "a popular skeptics’ blog" run by McIntyre, a retired Canadian mining consultant. In 2010, a ''Nat ...
, a climato-skeptics
blog A blog (a truncation of "weblog") is a discussion or informational website published on the World Wide Web consisting of discrete, often informal diary-style text entries (posts). Posts are typically displayed in reverse chronological order ...
, said that "the team deserves credit for going back to the primary data and doing the work" and even though he had not had an opportunity to read the papers in detail, he questioned the analyses of urban heating and weather station quality. By contrast, the study was well received by Muller's peers in climate science research. James Hansen, a leading climate scientist and head of
NASA The National Aeronautics and Space Administration (NASA ) is an independent agency of the US federal government responsible for the civil space program, aeronautics research, and space research. NASA was established in 1958, succeeding t ...
Goddard Institute for Space Studies The Goddard Institute for Space Studies (GISS) is a laboratory in the Earth Sciences Division of NASA's Goddard Space Flight Center affiliated with the Columbia University Earth Institute. The institute is located at Columbia University in Ne ...
commented that he had not yet read the research papers but was glad Muller was looking at the issue. He said "It should help inform those who have honest scepticism about global warming." Phil Jones the director of the
Climatic Research Unit The Climatic Research Unit (CRU) is a component of the University of East Anglia and is one of the leading institutions concerned with the study of natural and anthropogenic climate change. With a staff of some thirty research scientists and s ...
(CRU) at the
University of East Anglia The University of East Anglia (UEA) is a public research university in Norwich, England. Established in 1963 on a campus west of the city centre, the university has four faculties and 26 schools of study. The annual income of the institution f ...
, said: "I look forward to reading the finalised paper once it has been reviewed and published. These initial findings are very encouraging and echo our own results and our conclusion that the impact of urban heat islands on the overall global temperature is minimal."
Michael Mann Michael Kenneth Mann (born February 5, 1943) is an American director, screenwriter, and producer of film and television who is best known for his distinctive style of crime drama. His most acclaimed works include the films ''Thief'' (1981), ' ...
, director of the Earth System Science Center at
Pennsylvania State University The Pennsylvania State University (Penn State or PSU) is a Public university, public Commonwealth System of Higher Education, state-related Land-grant university, land-grant research university with campuses and facilities throughout Pennsylvan ...
, commented that "...they get the same result that everyone else has gotten," and "that said, I think it's at least useful to see that even a critic like Muller, when he takes an honest look, finds that climate science is robust." Peter Thorne, from the Cooperative Institute for Climate and Satellites in North Carolina and chair of the International Surface Temperature Initiative, said: "This takes a very distinct approach to the problem and comes up with the same answer, and that builds confidence that pre-existing estimates are in the right ballpark. There is very substantial value in having multiple groups looking at the same problem in different ways." The ice core research scientist Eric Steig wrote at RealClimate.org that it was unsurprising that Berkeley Earth's results matched previous results so well: "Any of various simple statistical analyses of the freely available data ...show... that it was very very unlikely that the results would change".


Expanded scope

Since the publication of its papers in 2013, Berkeley Earth has broadened its scope. Berkeley Earth has three program areas of work: 1) further scientific investigations on the nature of climate change and extreme weather events, 2) an education and communications program, and 3) evaluation of mitigation efforts in developed and developing economies, with a focus on energy conservation and the use of natural gas as a bridging fuel.Berkeley Earth Mitigation


July 2012 announcement

In an
op-ed An op-ed, short for "opposite the editorial page", is a written prose piece, typically published by a North-American newspaper or magazine, which expresses the opinion of an author usually not affiliated with the publication's editorial board. O ...
published in ''
The New York Times ''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid ...
'' on 28 July 2012, Muller announced further findings from the project. He said their analysis showed that average global land temperatures had increased by in 250 years, with the increase in the last 50 years being , and it seemed likely that this increase was entirely due to human caused
greenhouse gas emissions Greenhouse gas emissions from human activities strengthen the greenhouse effect, contributing to climate change. Most is carbon dioxide from burning fossil fuels: coal, oil, and natural gas. The largest emitters include coal in China and lar ...
. His opening paragraph stated: He said that their findings were stronger than those shown in the
IPCC Fourth Assessment Report ''Climate Change 2007'', the Fourth Assessment Report (AR4) of the United Nations Intergovernmental Panel on Climate Change (IPCC) was published in 2007 and is the fourth in a series of reports intended to assess scientific, technical and socio ...
. Their analysis, set out in five scientific papers now being subjected to scrutiny by others, had used statistical methods which Robert Rohde had developed and had paid particular attention to overcoming issues that skeptics had questioned, including the
urban heat island An urban heat island (UHI) is an urban or metropolitan area that is significantly warmer than its surrounding rural areas due to human activities. The temperature difference is usually larger at night than during the day, and is most apparen ...
effect, poor station quality, data selection and data adjustment. In the fifth paper which they now made public, they fitted the shape of the record to various forcings including volcanoes, solar activity and sunspots. They found that the shape best matched the curve of the calculated greenhouse effect from human caused greenhouse gas emissions. Muller said he still found "that much, if not most, of what is attributed to climate change is speculative, exaggerated or just plain wrong. I've analyzed some of the most alarmist claims, and my skepticism about them hasn't changed."


See also


Novim Projects; Surface Temperature
* Global warming controversy


References


External links


Berkeley Earth home pagePapers submitted for review
(): #Berkeley Earth Temperature Averaging Process #Influence of Urban Heating on the Global Temperature Land Average #Earth Atmospheric Land Surface Temperature and Station Quality in the United States #Decadal Variations in the Global Atmospheric Land Temperatures {{Global warming, state=collapsed University of California, Berkeley Lawrence Berkeley National Laboratory Climatological research institutes