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Technological fix

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technology that is viewed as potentially having many benefits for its users, such as verifying one’s identity in security systems. This system uses biometrics to quantify and map out distinguishing facial features. However, face recognition as a technological fix for safety and security concerns comes with issues of privacy and discrimination. In the case of face recognition technology being used by the San Diego County police department, Black men were being falsely accused of crimes due to being mistakenly identified by the software. Additionally, San Diego police used the face recognition software on African Americans up to twice as often than on other people. The cases of discrimination perpetuated by the face recognition tool led to a three-year ban on its use starting in 2019. Instead of addressing systemic and historically embedded issues of inequalities among racial groups, the face recognition technology was used to perpetuate discrimination and support police in doing their jobs unfairly and inaccurately.
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used to fix the underlying issues of the cost of employees to make child welfare case decisions and to eliminate human biases in the decision-making process. However, researchers at Carnegie Mellon University found that the tool discriminates against Black families, who are statistically underserved and have historically lived in lower-income areas. This historical data caused by systemic disparities causes the algorithm to flag a greater percentage of children of Black families as high risk than children of White families. By using data based on historical biases, the automated decisions further fuel racial disparities, and actually accomplish the opposite of the intended outcomes.
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problem is that industries often incorporate technology whose performance and effectiveness are not yet proven, without careful validation and reflection.” Algorithms may offer immediate relief to problems or an optimistic outlook to the current issues at hand, but they can also create more problems that require even more complex solutions. Sometimes, the use of algorithms as a technological fix leaves us asking, “Did anyone ask for this?” and wondering whether the benefits outweigh the harms. These tradeoffs should be rigorously assessed in order to determine if an algorithm is truly the most appropriate solution.
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decision-making by humans, often to reduce labor costs, increase efficiency, or reduce human bias. These solutions serve as a “quick and flawless way to solve complex real world problems… but technology isn’t magic”. The use of algorithms as fixes, however, are not addressing the root causes of these problems. Instead, algorithms are more often being used as “band-aid” solutions that may provide temporary relief, but do not ameliorate the issue for good. Additionally, these fixes tend to come with their own problems, some of which are even more harmful than the original problem.
624: 226: 246: 694: 235: 89: 514: 36: 452:. Interventions at large scale run a greater risk of unintended disruptions of natural systems, resulting in a dilemma that such disruptions might be more damaging than the climate damage that they offset. However, the risks of such interventions must be seen in the context of the trajectory of climate change without them. 479:
as a one-size-fits-all solution because each problem comes with its own context and implications. While algorithms can offer solutions, it can also amplify discriminatory harms, especially to already marginalized groups. These externalities include racial bias, gender bias, and disability discrimination.
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Evgeny Morozov, writer and researcher on social implications of technology, has said, “A new problem-solving infrastructure is new; new types of solutions become possible that weren’t possible 15 years ago”. The issue with the use of algorithms as technological fixes is that they shouldn’t be applied
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shrank from 68% to 62%. In 2022, renewables accounted for 30% of global electricity generation and are projected to reach over 42% by 2028. Many countries already have renewables contributing more than 20% of their total energy supply, with some generating over half or even all their electricity from
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One example of algorithms as a technological fix for increasing public safety is face recognition software, which has been used by the San Diego County police department and the Pittsburgh police department, among other government security organizations. Face recognition is an example of algorithmic
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The technological fix is the idea that all problems can find solutions in better and new technologies. It now is used as a dismissive phrase to describe cheap, quick fixes by using inappropriate technologies; these fixes often create more problems than they solve or give people a sense that they have
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and states that technical fixes for climate change such as geoengineering bring significant risks as "we simply don't know enough about the Earth system to be able to re-engineer it safely". According to her the proposed technique of dimming the rays of the sun with sulphate-spraying helium balloons
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Another example of algorithms being used as a technological fix is tools to automate decision-making, such as in the cases of Oregon’s Child Welfare Risk Tool and the Pittsburgh Allegheny County Family Screening Tool (AFST). In these cases, algorithms replacing humans as decision makers have been
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consequences of technology. It is evident that everything new and innovative can potentially have negative effects, especially if it is a new area of development. Although technologies are invented and developed to solve certain perceived problems, they often create other problems in the process.
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Renewable energy systems have rapidly become more efficient and cheaper over the past 30 years. A large majority of worldwide newly installed electricity capacity is now renewable. Renewable energy sources, such as solar and wind power, have seen significant cost reductions over the past decade,
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defines this as "Recasting all complex social situations either as neat problems with definite, computable solutions or as transparent and self-evident processes that can be easily optimized – if only the right algorithms are in place." Morozov has defined this perspective as an ideology that is
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Oftentimes, algorithms are implemented into systems without a clear understanding of whether or not it is an appropriate solution to a problem. In Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management, Min Kyung Lee writes, “...the
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The definition of algorithms according to the Oxford Languages dictionary is “a process or set of rules to be followed in calculations or other problem-solving operations, especially by a computer.” Algorithms are increasingly used as technological fixes in modern society to replace tasks or
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Various experts and environmental groups have also come forward with their concerns over views and approaches that look for techno fixes as solutions and warn that those would be "misguided, unjust, profoundly arrogant and endlessly dangerous" approaches as well as over the prospect of a
707:. The capital to build and create these technologies are usually low, yet labour is high. Local expertise can be used to maintain these technologies making them very quick and effective to build and repair. An example of an intermediate technology can be seen by 156:
While some criticizes this approach to the issues of today as detrimental to efforts to truly solve these problems, opponents find merits in such approach to technological improvement of our society as complements to existing activists and policy efforts.
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In the contemporary context, technological fix is sometimes used to refer to the idea of using data and intelligent algorithms to supplement and improve human decision making in hope that this would result in ameliorating the bigger problem. One critic,
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Passive daytime radiative cooling dissipates terrestrial heat to the extremely cold outer space without using any energy input or producing pollution. It has the potential to simultaneously alleviate the two major problems of energy crisis and global
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they show why negative unintended consequences of science and technology are inherently unavoidable and unpredictable, why counter-technologies or techno-fixes are no lasting solutions, and why modern technology in current context does not promote
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would not be appropriate, as it would not suit the technological advancement apparent in these countries. Therefore, appropriate technological fixes take into consideration the level of development within a country before implementing them.
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Some references define technological fix as an "attempt to repair the harm of a technology by modification of the system", that might involve modification of the machine and/or modification of the procedures for operating and maintaining it.
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One possibly alternative approach is passive radiative cooling—a sky-facing surface on the Earth spontaneously cools by radiating heat to the ultracold outer space through the atmosphere's longwave infrared (LWIR) transparency window
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are the cheapest new-build electricity. From 2011 to 2021, renewable energy grew from 20% to 28% of global electricity supply. Power from the sun and wind accounted for most of this increase, growing from a combined 2% to 10%. Use of
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have revolutionised civilisation and technology. However, whilst the technology was new and innovative, helping to connect places through the ability of transport, it was not recognised at the time that burning fossil fuels, such as
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is an example of a high-tech technological fix. The creation of the multi-purpose navigation hydropower and flood control scheme was designed to fix the issues with flooding whilst providing efficient, clean renewable
1497: 1212: 336:, although this is controversial. Renewable energy installations can be large or small and are suited for both urban and rural areas. Renewable energy is often deployed together with further 669:). The dam is the largest operating hydroelectric facility in terms of annual energy generation, generating 83.7 TWh in 2013 and 98.8 TWh in 2014, while the annual energy generation of the 1398: 1736: 1182: 991: 127:
Technological fixes are inevitable in modern technology. It has been observed that many technologies, although invented and developed to solve certain perceived problems, often
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was 98.6 TWh in 2013 and 87.8 in 2014. It was estimated to have cost over ÂŁ25 billion. There have been many externalities from this technology, such as the extinction of the
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An example of the criticism is how policy makers may be tempted to think that installing smart energy monitors would help people conserve energy better, thus improving
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Climate Change 2022: Mitigation of Climate Change. Contribution of Working Group III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change
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in order to mimic the cooling effect on the atmosphere of large volcanic eruptions for instance is highly dangerous and such schemes will surely be attempted if
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Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change
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Armaroli, Nicola; Balzani, Vincenzo (2016). "Solar Electricity and Solar Fuels: Status and Perspectives in the Context of the Energy Transition".
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DDT moderately toxic to amphibians like frogs, toads, and salamanders. Immature amphibians are more sensitive to the effects of DDT than adults.
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Toxicology Profile for (Update); U. S. Department of Human Health & Human Services, Agency for Toxic Substances and Disease Registry, 1994
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Technology that suits the level of income, skills and needs of the people. Therefore, this factor encompasses both high and low technologies.
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Renewable energy is one primary example of a technological fix, as it has been designed to combat the issues associated with climate change.
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is a prominent opponent of the view that simply technological fixes will solve our problems. She explained her concerns in her book
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is an example of the use of technology to restore the environment. This can be seen through various different strategies such as:
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An alternative, third geoengineering approach would be enhanced cooling by thermal radiation from the Earth's surface into space.
1102: 46: 2117: 685:, an increase in pollution, as the river can no longer 'flush' itself, and over 4 million locals being displaced in the area. 2224: 825: 612:
are large scale and require huge sums of investment and revenue to be created. Examples of these high technologies are dams,
128: 414:, when applied at a planetary scale. However, these two processes have very different characteristics. For this reason, the 617: 1263: 616:, and airports. They usually cause externalities on other factors such as the environment, are highly expensive, and are 135:. In other words, there would be modification of the basic hardware, modification of techniques and procedures, or both. 411: 623: 430:
into the climate engineering category. This technology increases the Earth's thermal emittance. The media tends to use
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technological 'fix' for global warming, however impractical, causing lessened political pressure for a real solution.
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and can be maintained by local skills, making them affordable and efficient. However, to implement rain barrels in a
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Some types of climate engineering are highly controversial due to the large uncertainties around effectiveness,
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Highly toxic to aquatic animals. DDT affects various systems in aquatic animals including the heart and brain.
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Financial Market Integration and Growth: Structural Change and Economic Dynamics in the European Union
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The sacred and the limits of the technological fix AR Drengson – Zygon®, 1984, Wiley Online Library
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sources are those that have a fluctuating nature, such as wind power and solar power. In contrast,
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that states a Knowledge editor's personal feelings or presents an original argument about a topic.
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to 350 ppm, future generations could face costs that 'may become too heavy to bear,' paper says"
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Michael and Joyce Huesemann caution against the hubris of large-scale techno-fixes In the book
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Reflecting Sunlight: Recommendations for Solar Geoengineering Research and Research Governance
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Climate Engineering – Avoiding Pandora's Box through Research and Governance
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Decreases the reproductive rate of birds by causing eggshell thinning and embryo deaths.
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Trakimavicius, Lukas. "Playing God with climate: the EU's geoengineering conundrum".
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no longer uses this overarching term. Carbon dioxide removal approaches are part of
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DDT being sprayed (1958, The United States' National Malaria Eradication Program)
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making them more competitive with traditional fossil fuels. In most countries,
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also for other technologies such as glacier stabilization, ocean liming, and
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gets seriously under way. Such concerns are explored in their complexity in
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to solve a problem (often created by earlier technological interventions).
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Chen, Meijie; Pang, Dan; Chen, Xingyu; Yan, Hongjie; Yang, Yuan (2022).
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especially prevalent in Silicon Valley, and defined it as "solutionism".
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Wang, Tong; Wu, Yi; Shi, Lan; Hu, Xinhua; Chen, Min; Wu, Limin (2021).
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The Technological Fix Critique of Agricultural Biotechnology, D Scott,
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Is usually small-scale and cheap technologies that are usually seen in
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Matthias Honegger; Axel Michaelowa; Sonja Butzengeiger-Geyer (2012).
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that implement technologies that suit their expertise, such as
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Attempt at using engineering or technology to solve a problem
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Techno-Fix: Why Technology Won't Save Us Or the Environment
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are also significant in some countries. Some also consider
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personal reflection, personal essay, or argumentative essay
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National Academies of Sciences, Engineering (2021-03-25).
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to control a range of different illnesses, varying from
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E. Morozov, To Save Everything, Click Here (2013), pg 5
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http://wiki.umt.edu/odc/images/d/db/TechFixISU6-25.pdf
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efficiently and is clean at the point of consumption.
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This Changes Everything: Capitalism vs. the Climate
2118:"A Review of Naomi Klein, This Changes Everything" 422:. Solar radiation modification is reflecting some 312:. The most widely used renewable energy types are 1312:"Share of electricity production from renewables" 406:(or geoengineering) is an umbrella term for both 1100:(2011). "Towards an electricity-powered world". 1775:"NPIC – National Pesticide Information Centre" 1260:Renewables 2020 Analysis and forecast to 2025 1016:"Understanding Facial Recognition Algorithms" 865:http://www.projectworldview.org/wvtheme46.htm 340:. This has several benefits: electricity can 8: 1518:Zevenhovena, Ron; Fält, Martin (June 2018). 1989:Welfens, Paul J. J.; Ryan, Cillian (2011). 1867:"internal-combustion engine: Introduction" 1807:"The DDT Story | Pesticide Action Network" 1063: 1061: 930: 928: 2085: 2083: 1995:. Springer Science & Business Media. 1614: 1569: 416:Intergovernmental Panel on Climate Change 76:Learn how and when to remove this message 1941:. Business News Americas. 5 January 2015 1915:. Xinhua. 1 January 2014. Archived from 692: 622: 852: 426:back to space. Some publications place 1966:"GoConqr - Types of technological fix" 1755:from the original on November 17, 2019 1717: 1713: 1703: 1292:(renewable energies): 44. 14 June 2019 960: 958: 956: 836:Social engineering (political science) 821:Differential technological development 599:Different types of technological fixes 334:nuclear power a renewable power source 263:Examples of renewable energy options: 2014: 2012: 1960: 1958: 1956: 1832: 1830: 1828: 1826: 1801: 1799: 1797: 1795: 1793: 1791: 1789: 1787: 1530:– via Elsevier Science Direct. 1401:from the original on 17 November 2021 494:was initially use by the Military in 442:processes that take place in oceans. 7: 1185:from the original on 29 January 2019 913:Alexis C. Madrigal (13 March 2013). 129:create other problems in the process 2192:Carpenter, ZoĂ« (10 February 2015). 1939:"Drought curbs Itaipu hydro output" 1423:Chapter 1: Introduction and Framing 591:, inside the engines would release 533:Miscarriages & low birth weight 438:of oceans. The latter would modify 1266:from the original on 26 April 2021 732:An example of this can be seen by 25: 2046:. New Statesman. 29 November 2015 1215:from the original on 2 April 2019 863:Parthenon Books 2009. Excerpt at 549:DDT is toxic to birds when eaten. 539:Nervous system & liver damage 2090:Gray, John (22 September 2014). 1389:Sensiba, Jennifer (2021-10-28). 1368:; Rosado, Pablo (January 2024). 1235:"2023 Levelized Cost Of Energy+" 1175:"Global renewable energy trends" 1103:Energy and Environmental Science 395:This section is an excerpt from 253: 244: 233: 224: 212:This section is an excerpt from 34: 2141:Frank, Adam (8 February 2021). 1735:Zahra Hirji (October 6, 2016). 1500:from the original on 2021-04-17 1140:Chemistry – A European Journal 1047:. Associated Press. 2022-06-02 826:Law of Unintended Consequences 657:. The Three Gorges Dam is the 1: 2020:"Appropriate Technology text" 659:world's largest power station 354:controllable renewable energy 1338:"Renewables - Energy System" 412:solar radiation modification 861:The Worldview Literacy Book 580:internal combustion engines 461:Externalities refer to the 306:renewable natural resources 2246: 1645:Geoengineering: the Gamble 1562:10.1038/s41467-020-20646-7 965:Marx, Jesse (2022-08-24). 722: 527:Breast & other cancers 424:sunlight (solar radiation) 394: 308:that are replenished on a 211: 191:The technological fix for 112:refers to attempts to use 1452:10.1017/9781009157896.022 744:. These technologies are 428:passive radiative cooling 420:climate change mitigation 350:Variable renewable energy 2068:. New Society Publishers 831:Philosophy of technology 719:Appropriate technologies 269:molten salt heat storage 265:concentrated solar power 2230:Problem solving methods 935:Samantha (2021-03-24). 689:Intermediate technology 450:unforeseen consequences 356:sources include dammed 1642:Gernot Wagner (2021). 1262:(Report). p. 12. 1153:10.1002/chem.201503580 770:but instead collapse. 725:Appropriate technology 700: 636: 604:High-tech megaprojects 567: 518: 408:carbon dioxide removal 106:technological shortcut 93: 56:by rewriting it in an 2225:Technology in society 1745:insideclimatenews.org 1550:Nature Communications 996:Pittsburgh City Paper 785:abrupt climate change 696: 683:Chinese River Dolphin 626: 620:governmental plans. 565: 516: 300:(or green energy) is 275:in South Africa; the 91: 1290:Global Status Report 941:Digital Rights Watch 734:developing countries 705:developing countries 698:Rainwater harvesting 651:hydro-electric power 614:nuclear power plants 440:carbon sequestration 143:Contemporary context 139:solved the problem. 110:(techno-)solutionism 1893:. Itaipu Binacional 1440:Annex VII: Glossary 715:and pumpkin tanks. 536:Developmental delay 432:climate engineering 404:Climate engineering 397:Climate engineering 390:Climate engineering 201:climate engineering 2173:. 16 February 2015 1919:on January 2, 2015 1871:www.infoplease.com 1749:InsideClimate News 1714:|access-date= 1616:10.1002/eom2.12153 1370:"Renewable Energy" 1116:10.1039/c1ee01249e 971:Voice of San Diego 891:2016-03-04 at the 701: 663:installed capacity 637: 568: 566:Automobile in 1936 519: 436:iron fertilization 385:renewable sources. 373:photovoltaic solar 94: 58:encyclopedic style 45:is written like a 1485:978-0-309-67605-2 1375:Our World in Data 1316:Our World in Data 1286:"Renewables 2022" 1179:Deloitte Insights 1098:Balzani, Vincenzo 859:Cook, Stephen P. 794:Under a White Sky 789:Elizabeth Kolbert 750:developed country 98:technological fix 86: 85: 78: 16:(Redirected from 2237: 2209: 2208: 2206: 2204: 2189: 2183: 2182: 2180: 2178: 2163: 2157: 2156: 2154: 2153: 2138: 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Index

Solutionism
personal reflection, personal essay, or argumentative essay
help improve it
encyclopedic style
Learn how and when to remove this message

engineering
technology
create other problems in the process
externalities
Evgeny Morozov

global warming

climate change
renewable energy
climate engineering
Renewable energy
Concentrated solar power parabolic troughs in the distance arranged in rectangles shining on a flat plain with snowy mountains in the background
Wind turbines beside a red dirt road
The Three Gorges Dam on the Yangtze River in China
Biomass plant in Scotland.
concentrated solar power
molten salt heat storage
wind energy
Three Gorges Dam
Yangtze River
biomass energy
Scotland
Renewable energy

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