The role of temperature in the variability and extremes of electricity and gas demand in Great Britain
The daily relationship of electricity and gas demand with temperature in Great Britain is analysed from 1975 to 2013 and 1996 to 2013 respectively. The annual mean and annual cycle amplitude of electricity demand exhibit low frequency variability. This low frequency variability is thought to be pred...
Saved in:
Published in | Environmental research letters Vol. 11; no. 11; pp. 114015 - 114027 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Bristol
IOP Publishing
01.11.2016
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The daily relationship of electricity and gas demand with temperature in Great Britain is analysed from 1975 to 2013 and 1996 to 2013 respectively. The annual mean and annual cycle amplitude of electricity demand exhibit low frequency variability. This low frequency variability is thought to be predominantly driven by socio-economic changes rather than temperature variation. Once this variability is removed, both daily electricity and gas demand have a strong anti-correlation with temperature (relec = −0.90 , rgas = −0.94). However these correlations are inflated by the changing demand-temperature relationship during spring and autumn. Once the annual cycles of temperature and demand are removed, the correlations are r elec = − 0.60 and r gas = − 0.83 . Winter then has the strongest demand-temperature relationship, during which a 1 °C reduction in daily temperature typically gives a ∼1% increase in daily electricity demand and a 3%-4% increase in gas demand. Extreme demand periods are assessed using detrended daily temperature observations from 1772. The 1 in 20 year peak day electricity and gas demand estimates are, respectively, 15% (range 14%-16%) and 46% (range 44%-49%) above their average winter day demand during the last decade. The risk of demand exceeding recent extreme events, such as during the winter of 2009/2010, is also quantified. |
---|---|
AbstractList | The daily relationship of electricity and gas demand with temperature in Great Britain is analysed from 1975 to 2013 and 1996 to 2013 respectively. The annual mean and annual cycle amplitude of electricity demand exhibit low frequency variability. This low frequency variability is thought to be predominantly driven by socio-economic changes rather than temperature variation. Once this variability is removed, both daily electricity and gas demand have a strong anti-correlation with temperature ( r _elec = −0.90 , r _gas = −0.94). However these correlations are inflated by the changing demand–temperature relationship during spring and autumn. Once the annual cycles of temperature and demand are removed, the correlations are ${r}_{{\rm{elec}}}=-0.60$ and ${r}_{{\rm{gas}}}=-0.83$ . Winter then has the strongest demand–temperature relationship, during which a 1 °C reduction in daily temperature typically gives a ∼1% increase in daily electricity demand and a 3%–4% increase in gas demand. Extreme demand periods are assessed using detrended daily temperature observations from 1772. The 1 in 20 year peak day electricity and gas demand estimates are, respectively, 15% (range 14%–16%) and 46% (range 44%–49%) above their average winter day demand during the last decade. The risk of demand exceeding recent extreme events, such as during the winter of 2009/2010, is also quantified. The daily relationship of electricity and gas demand with temperature in Great Britain is analysed from 1975 to 2013 and 1996 to 2013 respectively. The annual mean and annual cycle amplitude of electricity demand exhibit low frequency variability. This low frequency variability is thought to be predominantly driven by socio-economic changes rather than temperature variation. Once this variability is removed, both daily electricity and gas demand have a strong anti-correlation with temperature (r elec = −0.90 , r gas = −0.94). However these correlations are inflated by the changing demand–temperature relationship during spring and autumn. Once the annual cycles of temperature and demand are removed, the correlations are \({r}_{{\rm{elec}}}=-0.60\) and \({r}_{{\rm{gas}}}=-0.83\). Winter then has the strongest demand–temperature relationship, during which a 1 °C reduction in daily temperature typically gives a ∼1% increase in daily electricity demand and a 3%–4% increase in gas demand. Extreme demand periods are assessed using detrended daily temperature observations from 1772. The 1 in 20 year peak day electricity and gas demand estimates are, respectively, 15% (range 14%–16%) and 46% (range 44%–49%) above their average winter day demand during the last decade. The risk of demand exceeding recent extreme events, such as during the winter of 2009/2010, is also quantified. The daily relationship of electricity and gas demand with temperature in Great Britain is analysed from 1975 to 2013 and 1996 to 2013 respectively. The annual mean and annual cycle amplitude of electricity demand exhibit low frequency variability. This low frequency variability is thought to be predominantly driven by socio-economic changes rather than temperature variation. Once this variability is removed, both daily electricity and gas demand have a strong anti-correlation with temperature (relec = −0.90 , rgas = −0.94). However these correlations are inflated by the changing demand-temperature relationship during spring and autumn. Once the annual cycles of temperature and demand are removed, the correlations are r elec = − 0.60 and r gas = − 0.83 . Winter then has the strongest demand-temperature relationship, during which a 1 °C reduction in daily temperature typically gives a ∼1% increase in daily electricity demand and a 3%-4% increase in gas demand. Extreme demand periods are assessed using detrended daily temperature observations from 1772. The 1 in 20 year peak day electricity and gas demand estimates are, respectively, 15% (range 14%-16%) and 46% (range 44%-49%) above their average winter day demand during the last decade. The risk of demand exceeding recent extreme events, such as during the winter of 2009/2010, is also quantified. |
Author | Hoskins, B J Scaife, A A Thornton, H E |
Author_xml | – sequence: 1 givenname: H E surname: Thornton fullname: Thornton, H E email: Hazel.Thornton@metoffice.gov.uk organization: Met Office Hadley Centre, Exeter, UK – sequence: 2 givenname: B J surname: Hoskins fullname: Hoskins, B J organization: University of Reading Department of Meteorology, UK – sequence: 3 givenname: A A surname: Scaife fullname: Scaife, A A organization: Met Office Hadley Centre, Exeter, UK |
BookMark | eNqFkV1rFTEQhoO0YL_-ggS88ebYfG6SSy1aCwVv2uswJ5nUHPZs1myO2H_fXVergiAMZMj7Pm_CzCk5GsqAhLzi7C1n1l5yo-zGSdFdcr6WYly_ICfPwtEf_UtyOk07xrTSxp6QdPcFaS090pJow_2IFdqhIs0DbbP0DWqGbe5ze6QwRIrfW8U9Tosdewyt5vBLe4CJRtwv7UxfV4RG39fcIA_n5DhBP-HFz_OM3H_8cHf1aXP7-frm6t3tJmjB28a6jrHORRGCRiesjJxvg-NJKs5tBGGNdFtgQgSFKogEygZuUFpAx7edPCM3a24ssPNjzXuoj75A9j8uSn3wUFsOPXrjIKYgmAUjVWeFC8lwFQG0loyFMGe9XrPGWr4ecGp-Vw51mL_vhVZOGGW0ml3d6gq1TFPF9PwqZ37Zj19G75fRe87XWvYzg2IFcxl_J_8XevMPCGv_l82PMckn_GKgGQ |
CODEN | ERLNAL |
CitedBy_id | crossref_primary_10_1007_s10584_023_03590_5 crossref_primary_10_3390_ijerph18010040 crossref_primary_10_1115_1_4046948 crossref_primary_10_1007_s11027_021_09986_x crossref_primary_10_1016_j_enpol_2019_01_077 crossref_primary_10_1016_j_atmosres_2018_04_003 crossref_primary_10_1038_s41598_023_47605_8 crossref_primary_10_1016_j_apenergy_2018_07_108 crossref_primary_10_1155_2020_5481010 crossref_primary_10_1002_asl_1062 crossref_primary_10_1088_1748_9326_aaf338 crossref_primary_10_1016_j_energy_2020_116947 crossref_primary_10_1038_s41467_022_32471_1 crossref_primary_10_1088_1748_9326_aa94a7 crossref_primary_10_1016_j_scitotenv_2023_166879 crossref_primary_10_1073_pnas_1804667115 crossref_primary_10_1007_s11069_019_03694_1 crossref_primary_10_1088_1748_9326_11_12_124025 crossref_primary_10_1016_j_apenergy_2022_120090 crossref_primary_10_1016_j_renene_2019_02_029 crossref_primary_10_1016_j_apenergy_2021_117261 crossref_primary_10_1016_j_envsci_2022_07_019 crossref_primary_10_1088_1748_9326_aabd40 crossref_primary_10_1016_j_energy_2017_12_051 crossref_primary_10_1007_s10666_020_09718_6 crossref_primary_10_1016_j_egyr_2021_09_116 crossref_primary_10_3390_cli10100142 crossref_primary_10_1088_1748_9326_aabff9 crossref_primary_10_1073_pnas_1704339114 crossref_primary_10_3390_su14074033 crossref_primary_10_5194_hess_27_673_2023 crossref_primary_10_1016_j_renene_2019_12_082 crossref_primary_10_1038_s41560_023_01276_x crossref_primary_10_1088_1748_9326_aa57ab crossref_primary_10_5194_acp_24_7347_2024 crossref_primary_10_1007_s10584_021_03086_0 crossref_primary_10_1016_j_jup_2020_101115 crossref_primary_10_1175_JAMC_D_17_0070_1 crossref_primary_10_1007_s10584_021_03129_6 crossref_primary_10_5194_asr_15_191_2018 crossref_primary_10_3390_en15041393 crossref_primary_10_1016_j_esr_2021_100743 crossref_primary_10_1016_j_jclepro_2021_129080 crossref_primary_10_3390_en14030635 crossref_primary_10_1088_1748_9326_aa69c6 |
Cites_doi | 10.1080/01621459.2012.722900 10.1002/joc.3370120104 10.1016/j.ejor.2009.01.062 10.1088/1748-9326/7/3/034031 10.1016/j.enpol.2013.05.110 10.1007/978-1-4471-3675-0 10.1016/j.energy.2005.02.016 10.1002/joc.3370120402 10.1016/j.ejor.2009.10.003 10.1016/j.energy.2014.05.016 10.1109/TPWRS.2005.857397 10.1016/j.energy.2009.07.033 10.1111/1468-0084.00054 10.1016/j.apenergy.2011.11.003 10.1017/CBO9781107415324.022 10.1016/S0360-5442(97)00073-X 10.1017/CBO9781107415324.008 10.1016/j.enbuild.2014.11.075 10.1029/2006JD008091 10.1016/j.epsr.2013.06.004 10.1029/2006GL026242 10.1016/S0169-2070(01)00123-6 10.1175/2007JAMC1552.1 10.1002/met.16 10.1029/2010GL044613 10.1016/j.energy.2015.03.084 10.1002/joc.1378 10.1016/j.eneco.2008.02.003 10.1175/MWR-D-13-00033.1 |
ContentType | Journal Article |
Copyright | 2016 IOP Publishing Ltd 2016. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: 2016 IOP Publishing Ltd – notice: 2016. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | O3W TSCCA AAYXX CITATION 8FE 8FG ABJCF ABUWG AFKRA ATCPS AZQEC BENPR BGLVJ BHPHI CCPQU DWQXO GNUQQ HCIFZ L6V M7S PATMY PIMPY PQEST PQQKQ PQUKI PRINS PTHSS PYCSY DOA |
DOI | 10.1088/1748-9326/11/11/114015 |
DatabaseName | Institute of Physics Open Access Journal Titles IOPscience (Open Access) CrossRef ProQuest SciTech Collection ProQuest Technology Collection Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central Agricultural & Environmental Science Collection ProQuest Central Essentials ProQuest Central Technology Collection Natural Science Collection ProQuest One Community College ProQuest Central Korea ProQuest Central Student SciTech Premium Collection (Proquest) (PQ_SDU_P3) ProQuest Engineering Collection Engineering Database Environmental Science Database Publicly Available Content Database ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Engineering Collection Environmental Science Collection Directory of Open Access Journals |
DatabaseTitle | CrossRef Publicly Available Content Database Engineering Database ProQuest Central Student Technology Collection ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central Environmental Science Collection ProQuest Engineering Collection ProQuest One Academic UKI Edition Natural Science Collection ProQuest Central Korea Agricultural & Environmental Science Collection Materials Science & Engineering Collection Environmental Science Database ProQuest One Academic Engineering Collection |
DatabaseTitleList | Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: DOA name: Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: O3W name: Institute of Physics Open Access Journal Titles url: http://iopscience.iop.org/ sourceTypes: Enrichment Source Publisher – sequence: 3 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Environmental Sciences |
DocumentTitleAlternate | The role of temperature in the variability and extremes of electricity and gas demand in Great Britain |
EISSN | 1748-9326 |
ExternalDocumentID | oai_doaj_org_article_79adfc208a7346829cf714daa55300cc 10_1088_1748_9326_11_11_114015 erlaa46b7 |
GeographicLocations | United Kingdom--UK |
GeographicLocations_xml | – name: United Kingdom--UK |
GrantInformation_xml | – fundername: Joint DECC/Defra Met Office Hadley Centre Climate Programme grantid: GA01101 |
GroupedDBID | 1JI 29G 2WC 4.4 5B3 5GY 5PX 5VS 7.Q AAFWJ AAHBH AAJKP AALHV ABHWH ABJCF ACAFW ACGFO ACHIP ADBBV AEFHF AEJGL AENEX AFKRA AFPKN AFYNE AIYBF AKPSB ALMA_UNASSIGNED_HOLDINGS ASPBG ATCPS ATQHT AVWKF AZFZN BCNDV BENPR BGLVJ BHPHI CBCFC CCPQU CEBXE CJUJL CRLBU CS3 DU5 E3Z EBS EDWGO EJD EQZZN GROUPED_DOAJ GX1 HCIFZ HH5 IJHAN IOP IZVLO KNG KQ8 LAP M45 M48 M7S M~E N5L N9A NT- O3W OK1 P2P PATMY PIMPY PJBAE PTHSS PYCSY RIN RNS RO9 ROL SY9 T37 TR2 TSCCA W28 ~02 AAYXX CITATION 8FE 8FG ABUWG AZQEC DWQXO GNUQQ L6V PQEST PQQKQ PQUKI PRINS |
ID | FETCH-LOGICAL-c521t-8960069d2cc5e9283d11bc91f34118da28739ba022c4e4c2fa48c17e38ae91b63 |
IEDL.DBID | BENPR |
ISSN | 1748-9326 |
IngestDate | Tue Oct 22 15:08:20 EDT 2024 Thu Oct 10 17:16:43 EDT 2024 Fri Aug 23 02:15:39 EDT 2024 Fri Jan 08 09:41:22 EST 2021 Wed Aug 21 03:33:29 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 11 |
Language | English |
License | Original content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c521t-8960069d2cc5e9283d11bc91f34118da28739ba022c4e4c2fa48c17e38ae91b63 |
Notes | ERL-102855.R1 |
OpenAccessLink | https://www.proquest.com/docview/2549274754?pq-origsite=%requestingapplication% |
PQID | 2549274754 |
PQPubID | 4998671 |
PageCount | 13 |
ParticipantIDs | iop_journals_10_1088_1748_9326_11_11_114015 proquest_journals_2549274754 crossref_primary_10_1088_1748_9326_11_11_114015 doaj_primary_oai_doaj_org_article_79adfc208a7346829cf714daa55300cc |
PublicationCentury | 2000 |
PublicationDate | 2016-11-01 |
PublicationDateYYYYMMDD | 2016-11-01 |
PublicationDate_xml | – month: 11 year: 2016 text: 2016-11-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | Bristol |
PublicationPlace_xml | – name: Bristol |
PublicationTitle | Environmental research letters |
PublicationTitleAbbrev | ERL |
PublicationTitleAlternate | Environ. Res. Lett |
PublicationYear | 2016 |
Publisher | IOP Publishing |
Publisher_xml | – name: IOP Publishing |
References | 23 24 25 26 27 28 29 National Grid (21) 2012 Fereday D R (11) 2012; 7 30 31 32 33 12 34 13 14 15 16 17 18 19 1 National Grid (20) 2012 2 3 4 5 DECC (9) 2012 6 7 DECC (10) 2013 8 National Grid (22) 2014 |
References_xml | – ident: 5 doi: 10.1080/01621459.2012.722900 – ident: 12 doi: 10.1002/joc.3370120104 – ident: 13 doi: 10.1016/j.ejor.2009.01.062 – volume: 7 start-page: 034031 issn: 1748-9326 year: 2012 ident: 11 publication-title: Environ. Res. Lett. doi: 10.1088/1748-9326/7/3/034031 contributor: fullname: Fereday D R – ident: 34 doi: 10.1016/j.enpol.2013.05.110 – ident: 6 doi: 10.1007/978-1-4471-3675-0 – year: 2012 ident: 21 contributor: fullname: National Grid – ident: 19 doi: 10.1016/j.energy.2005.02.016 – ident: 23 doi: 10.1002/joc.3370120402 – ident: 29 doi: 10.1016/j.ejor.2009.10.003 – ident: 32 doi: 10.1016/j.energy.2014.05.016 – ident: 16 doi: 10.1109/TPWRS.2005.857397 – ident: 24 doi: 10.1016/j.energy.2009.07.033 – ident: 15 doi: 10.1111/1468-0084.00054 – year: 2012 ident: 20 contributor: fullname: National Grid – ident: 26 doi: 10.1016/j.apenergy.2011.11.003 – ident: 2 doi: 10.1017/CBO9781107415324.022 – ident: 25 doi: 10.1016/S0360-5442(97)00073-X – ident: 14 doi: 10.1017/CBO9781107415324.008 – ident: 27 doi: 10.1016/j.enbuild.2014.11.075 – ident: 3 doi: 10.1029/2006JD008091 – ident: 8 doi: 10.1016/j.epsr.2013.06.004 – year: 2014 ident: 22 contributor: fullname: National Grid – year: 2013 ident: 10 contributor: fullname: DECC – ident: 17 doi: 10.1029/2006GL026242 – ident: 30 doi: 10.1016/S0169-2070(01)00123-6 – ident: 31 doi: 10.1175/2007JAMC1552.1 – ident: 33 doi: 10.1002/met.16 – ident: 4 doi: 10.1029/2010GL044613 – ident: 28 doi: 10.1016/j.energy.2015.03.084 – ident: 7 doi: 10.1002/joc.1378 – ident: 1 doi: 10.1016/j.eneco.2008.02.003 – year: 2012 ident: 9 contributor: fullname: DECC – ident: 18 doi: 10.1175/MWR-D-13-00033.1 |
SSID | ssj0054578 |
Score | 2.4051073 |
Snippet | The daily relationship of electricity and gas demand with temperature in Great Britain is analysed from 1975 to 2013 and 1996 to 2013 respectively. The annual... |
SourceID | doaj proquest crossref iop |
SourceType | Open Website Aggregation Database Enrichment Source Publisher |
StartPage | 114015 |
SubjectTerms | Annual cycles Correlation Electric power demand Electricity electricity demand energy extremes Gas demand Great Britain Low frequencies Seasonal variations temperature Variability Winter |
SummonAdditionalLinks | – databaseName: Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NS8MwFA-ykxfxa1idEsGblDVt2iZHlY3hwZOD3UKaDxloN7Yp-N_7XtM6hwcv0h5K80rDe817v1-avEfITZK7gjnH46zIfcyl53GVGRkba3XuKwi6YbXFUzGZ8sdZPvtR6gvXhIX0wEFxw1Jq602aCF1mvBCpNL5k3GqN9W4SYxrvm8iOTAUfDLCgFN1-YKB4ALthWANSGTIWTqAV-U4oajL2Q4CZL5a_3HITa8aH5KAFifQudO6I7Ln6mPRH2z1p0NgOyvUJ8WBqiqsE6cJTTDXV5kmm85oCvKMfQIdDNu5PqmtLwR3jpOAaxUMVnLnp2l70mlr3hpfwdDN_QNv5g1MyHY-eHyZxWz4hNlilIBZATpJC2tSY3EmAEZaxykjmIXAxYTVwpUxWGoK44Y6b1GsuDCtdJrSTrCqyPunVi9qdEWo98EhkFoDuAF9pWXqwaungqKTlaUSGnSbVMmTJUM3fbSEU6l6h7oFshBN1H5F7VPi3NGa5bm6A7VVre_WX7SNyC-ZS7ahb__nK6x1pt3rdaVdL6yMy6Ey_FUQOjeQ95-f_0esLsg-oqwgbGgekt1m9u0tANpvqqvmIvwBQW_A3 priority: 102 providerName: Directory of Open Access Journals – databaseName: Institute of Physics Open Access Journal Titles dbid: O3W link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NS8MwFA86L17Er-F0SgRvUte0aZscVTaGB7049BbSfMhAu7FOwf_elyZ1DBGR5lCahJT3krzfL3l5QegizkxOjKFRmmc2otzSqEwVj5TWMrMlGF3vbXGfjyf07jlrvQmbszCzeZj6r-DVBwr2IgwOcWwAGBrGKMCOASE-AUfINtFW6vbMoEs_pE_tZAz4oGDtweBf667ZpCZ0P1gaaP7H_NwYndEu2gloEV_7f9tDG6baR93h6nAaZIbRWR8gCzrHzl0Qzyx2MadCwGQ8rTDgPPwBvNiH5f7EstIY5mW3Oli74v46nKlq815kjbV5c69Qu1lIwGEh4RBNRsPH23EU7lGIlLuuIGLAUuKc60SpzHDAE5qQUnFiwYIRpiWQppSXEqy5ooaqxErKFClMyqThpMzTLupUs8ocIawtEEpHMQDmAdCSvLCg3sLAU3JNkx4atJIUcx8uQzTb3IwJJ3vhZA-swycn-x66cQL_Lu3CXTcfQPUiqF4UXGqrkpjJIqU5S7iyBaFaSnfpUaxUD12CukQYfvWfTZ6vlTaL17V8Mde2h_qt6lcFHZl2LD6jx_9q8ARtA87K_RHGPuosF-_mFLDMsjxreusX_MrnZQ priority: 102 providerName: IOP Publishing – databaseName: Scholars Portal Open Access Journals dbid: M48 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LS8QwEB58XLyIT1xfRPAmdTdt2iYHERVFPHhywVtJ85AF7a67q-i_d6ZplcUXzaE0EwqTTOb78pgBOOylLuPOiSjJUh8J5UVUJkZFxlqd-hKdbjhtcZtd98XNfXo_B2261EaBkx-pHeWT6o8fj9-e30_R4E_CCTnZRVCNRos4pMt5KEga0nlYjAWydTrOJz53FhAw5LK9Kfxr2xknVcfyR9czGI6-Tdi1F7pageUGPrKz0N-rMOeqNdi8_LqthpWNuU7WweMgYHR-kA09oyBUTQRlNqgYAj_2ikQ5xOl-Z7qyDCdqWi6ckHjIjzMwbd2DnjDrnugVW9crC6xZWdiA_tXl3cV11CRWiAzlL4gk0pZepmxsTOoUAgzLeWkU9-jSuLQaWVSiSo3u3QgnTOy1kIbnLpHaKV5mySYsVMPKbQGzHhkmcQ7EfYi8tMo99nfu8CmVFXEHuq0mi1GIn1HU-95SFqT7gnSPNCQU0n0Hzknhn9IU_7r-MBw_FI05FbnS1pu4J3WeiEzGyvicC6s1ZUHqGdOBI-yuoh1O__7yYEbajR9n6ouR9R3Ybbv-S5DYNdH6VGz_Xb0DS4i0snCJcRcWpuMXt4doZlru18PzA-xL62U priority: 102 providerName: Scholars Portal |
Title | The role of temperature in the variability and extremes of electricity and gas demand in Great Britain |
URI | https://iopscience.iop.org/article/10.1088/1748-9326/11/11/114015 https://www.proquest.com/docview/2549274754 https://doaj.org/article/79adfc208a7346829cf714daa55300cc |
Volume | 11 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV3fS9xAEB70fOlL0VrpVT224JuEyyabZPepqNzVFqpSKvUtbPaHHLTJ9aJC_3tnko3HUWhJWEJ2Q2AmO_N9k90ZgJM4czl3TkRpnvlIKC-iKjUqMtbqzFfodPvVFlf55a34cpfdhYBbG5ZVDjaxM9S2MRQjnxKRIQaViY_L3xFVjaK_q6GExjbsJMgU4hHsnM-ubr4NthjhQSGHfcFI9RB-4_RGxDLlvD-RXmQbLqnL3I-OZtEs_zLPnc-Z78LrABbZWa_dPdhy9Rs4mK33pmFnmJztPnhUOaPVgqzxjFJOhXzJbFEzhHnsCWlxn5X7D9O1ZWiWKTjY0vC-Gs7CDH33umXW_aJLfLqLI7AQR3gLt_PZ94vLKJRRiAxVK4gkkpQ4VzYxJnMK4YTlvDKKe3RgXFqNnClVlUZnboQTJvFaSMMLl0rtFK_y9ABGdVO7d8CsRzUQw0CUhzhLq8KjdguHR6WsSMYwHSRZLvtsGWX3l1vKkmRfkuyRdPQnyX4M5yTwl9GU7bq70azuyzB5ykJp600SS12kIpeJMr7gwmpNNY9iY8Zwiuoqw-xr__vKDxuj3ernRn-5tH4MR4Pq1wPXn-D7f3cfwivEVXm_ZfEIRg-rR3eM2OWhmsC2nH-ahM900kUAsP18fYPtVyGxvU5_PAM1gu3F |
link.rule.ids | 315,783,787,867,2109,2228,12777,21400,24330,27936,27937,33385,33756,38877,38902,43612,43817,53854,53880 |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LT9wwEB619NBeUF-IbSkYqbcq2nXiJPapgopl21JOIHGzHD_QSpBsN0sl_j0zicNqhUQVH6LYUaSZeOb7xvYMwNdJ7gvuvUiyIg-JUEEkVWZVYp0zeajQ6fa7Lc6L2aX4dZVfxYBbG7dVDjaxM9SusRQjHxORIQaVi--LvwlVjaLV1VhC4yW8Ehn6ajopPj0dLDGCg1IOp4KR6CH4xsmNeGXMed-QXOQbDqnL249uZt4snhjnzuNM38J2hIrsqNftO3jh6_ewc7I-mYadcWq2HyCgwhntFWRNYJRwKmZLZvOaIchj_5AU9zm575mpHUOjTKHBlob3tXDmdui7Ni1z_pZu8e0uisBiFOEjXE5PLn7MklhEIbFUqyCRSFEmhXKptblXCCYc55VVPKD74tIZZEyZqgy6ciu8sGkwQlpe-kwar3hVZDuwVTe13wXmAiqB-AViPERZRpUBdVt6vCrlRDqC8SBJvehzZehujVtKTbLXJHukHH0j2Y_gmAT-OJpyXXcPmuW1jlNHl8q4YNOJNGUmCpkqG0ounDFU8Whi7Qi-obp0nHvtfz95uDHaL282-vXChRHsDapfD1z_gJ-e7z6A17OLP2f67Of578_wBhFW0R9e3IOt1fLOf0EUs6r2u1_1AcRE6pg |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3da9swED-6DMZeSrstzG3WabC34SWyZVt6bNeE7INsDwvrm5D1UQKbE5K00P--J0tuCKOMYT0YS0LiTtL9frLuBPB-VNiSWsvSvCxcyoRjaZ1rkWpjVOFqNLrhtMWsnM7Zl6vi6gDGD74wy1Vc-j_iawgUHEQYD8TxIWJonKMIO4aUhoQcoRiujHsCTwsf3ASH9ff8V7cgI0aoeOcc_Gj9PbvUhu9Ha4Nd-GuNbg3P5AgOI2Ik56F_x3BgmxfQH-8c1DAzztDNS3Cod-KPDJKlIz7uVAyaTBYNQaxHbpEbh9Dcd0Q1huDa7HcIN754uBJnobu8a7Uhxv7xr1i73UwgcTPhFcwn45-fpmm8SyHV_sqClCNTGZXCZFoXViCmMJTWWlCHVoxyo5A45aJWaNE1s0xnTjGuaWVzrqygdZn3odcsG_saiHFIKj3NQKiHYEuJyqGKK4tPLQzLEhh2kpSrEDJDtr-6OZde9tLLHplHSF72CVx4gT-U9iGv2w-ofhnVLyuhjNPZiKsqZyXPhHYVZUYpf_HRSOsEPqC6ZJyCm382-W6vtF3_3suXOJwSGHSq3xX0hNoz-YKd_FeDb-HZj8uJ_PZ59vUUniPsKoNH4wB62_WNfYPQZluftQP3Hobg62I |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+role+of+temperature+in+the+variability+and+extremes+of+electricity+and+gas+demand+in+Great+Britain&rft.jtitle=Environmental+research+letters&rft.au=Thornton%2C+H+E&rft.au=Hoskins%2C+B+J&rft.au=Scaife%2C+A+A&rft.date=2016-11-01&rft.pub=IOP+Publishing&rft.eissn=1748-9326&rft.volume=11&rft.issue=11&rft_id=info:doi/10.1088%2F1748-9326%2F11%2F11%2F114015 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1748-9326&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1748-9326&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1748-9326&client=summon |