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• Select technologies or approaches in use or under development to help support data collection to address environmental effects

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 1 favorite
  • 6,968 views
  • Date uploaded: 2024-10-11
  • Tags: departmentofenergy, epa, watchdog, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, governmentwatchdog, doe, windenergy, gao24106687, bureauoflandmanagement, inflationreductionact, nationalrenewableenergylaboratory
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• Figure 1: Electricity generation from renewable and nonrenewable sources

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  • License: United States Government Work
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  • 6,960 views
  • Date uploaded: 2024-10-11
  • Tags: congress, departmentofenergy, doe, governmentwatchdog, usgao, usgovernmentaccountabilityoffice, windenergy, gao24106687, noaa, nationaloceanicandatmosphericadministration, epa, nationalrenewableenergylaboratory
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• Figure 2: Onshore and offshore turbines over the years

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 1 favorite
  • 6,869 views
  • Date uploaded: 2024-10-11
  • Tags: watchdog, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, governmentwatchdog, doe, departmentofenergy, noaa, nationaloceanicandatmosphericadministration, windenergy, gao24106687, nationalrenewableenergylaboratory
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• Figure 3: Fixed and floating foundations for offshore turbines

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 1 favorite
  • 6,862 views
  • Date uploaded: 2024-10-11
  • Tags: watchdog, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, oversight, governmentwatchdog, departmentofenergy, congress, noaa, nationaloceanicandatmosphericadministration, windenergy, gao24106687, nationalrenewableenergylaboratory
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• Figure 4: The life cycle of a wind energy facility

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 1 favorite
  • 6,829 views
  • Date uploaded: 2024-10-11
  • Tags: watchdog, oversight, usgao, usgovernmentaccountabilityoffice, unitedstatesgovernmentaccountabilityoffice, governmentwatchdog, governmentaccountabilityoffice, departmentofenergy, windenergy, gao24106687, blm, bureauoflandmanagement, noaa, nationaloceanicandatmosphericadministration, nationalrenewableenergylaboratory
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• Figure 5: An artificial reef on a turbine structure

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  • License: United States Government Work
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  • 1 favorite
  • 6,813 views
  • Date uploaded: 2024-10-11
  • Tags: windenergy, gao24106687, gao, watchdog, usgovernmentaccountabilityoffice, usgao, oversight, governmentaccountabilityoffice, doe, departmentofenergy, noaa, nationaloceanicandatmosphericadministration, nationalrenewableenergylaboratory
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• Figure 4: Estimated amounts of energy and water consumed to use generative artificial intelligence (AI) for internet searches

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 1 favorite
  • 520 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 1: Generative artificial intelligence (AI) in relation to other types of AI

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  • License: United States Government Work
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  • 1 favorite
  • 512 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 2: Life cycle of generative artificial intelligence

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  • License: United States Government Work
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  • 1 favorite
  • 485 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 3: Estimated carbon emissions and energy equivalents for a generative artificial intelligence model requiring 5,000 megawatt-hours of electricity

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  • License: United States Government Work
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  • 1 favorite
  • 482 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• U.S. Agency for International Development Activity in Papua New Guinea to Install Solar Panels to Power a School and Health Clinic Including a Refrigerator Containing Vaccines

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  • License: United States Government Work
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  • 477 views
  • Date uploaded: 2024-12-18
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, climatechange, gao25106236, cnmi, commonwealthofthenorthernmarianaislands, covid19, coronavirusdisease2019, crcp, coralreefconservationprogram, dhs, departmentofhomelandsecurity, dod, departmentofdefense, doe, departmentofenergy, dot, departmentoftransportation, epa, unitedstatesenvironmentalprotectionagency, fhwa, federalhighwayadministration, fta, federaltransitadministration, fws, usfishandwildlifeservice, gdo, griddeploymentoffice, iija, infrastructureinvestmentandjobsact, indopacom, usindopacificcommand, ira, inflationreductionact, marshallislands, republicofthemarshallislands, mcc, millenniumchallengecorporation, micronesia, federatedstatesofmicronesia, noaa, nationaloceanicandatmosphericadministration, nrel, nationalrenewableenergylaboratory, oes, bureauofoceansandinternationalenvironmentalandscientificaffairs, oia, officeofinsularaffairs, palau, republicofpalau, prc, peoplesrepublicofchina, scep, officeofstateandcommunityenergyprograms, spsd, standardizedprogramstructureanddefinitions, usaid, usagencyforinternationaldevelopment, usda, usdepartmentofagriculture, ustda, ustradeanddevelopmentagency
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• Figure 5: Selected generative artificial intelligence risks and challenges that could result in human effects

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  • License: United States Government Work
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  • 1 favorite
  • 463 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 3: U.S. Agency for International Development Activity in Palau to Construct Chicken Coops and Plant Crops, November 2023

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  • License: United States Government Work
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  • 442 views
  • Date uploaded: 2024-12-18
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, climatechange, gao25106236, cnmi, commonwealthofthenorthernmarianaislands, covid19, coronavirusdisease2019, crcp, coralreefconservationprogram, dhs, departmentofhomelandsecurity, dod, departmentofdefense, doe, departmentofenergy, dot, departmentoftransportation, epa, unitedstatesenvironmentalprotectionagency, fhwa, federalhighwayadministration, fta, federaltransitadministration, fws, usfishandwildlifeservice, gdo, griddeploymentoffice, iija, infrastructureinvestmentandjobsact, indopacom, usindopacificcommand, ira, inflationreductionact, marshallislands, republicofthemarshallislands, mcc, millenniumchallengecorporation, micronesia, federatedstatesofmicronesia, noaa, nationaloceanicandatmosphericadministration, nrel, nationalrenewableenergylaboratory, oes, bureauofoceansandinternationalenvironmentalandscientificaffairs, oia, officeofinsularaffairs, palau, republicofpalau, prc, peoplesrepublicofchina, scep, officeofstateandcommunityenergyprograms, spsd, standardizedprogramstructureanddefinitions, usaid, usagencyforinternationaldevelopment, usda, usdepartmentofagriculture, ustda, ustradeanddevelopmentagency
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