Abstract
Assessing past impacts of observed climate change on natural, human and managed systems requires detailed knowledge about the effects of both climatic and other drivers of change, and their respective interaction. Resulting requirements with regard to system understanding and long-term observational data can be prohibitive for quantitative detection and attribution methods, especially in the case of human systems and in regions with poor monitoring records. To enable a structured examination of past impacts in such cases, we follow the logic of quantitative attribution assessments, however, allowing for qualitative methods and different types of evidence. We demonstrate how multiple lines of evidence can be integrated in support of attribution exercises for human and managed systems. Results show that careful analysis can allow for attribution statements without explicit end-to-end modeling of the whole climate-impact system. However, care must be taken not to overstate or generalize the results and to avoid bias when the analysis is motivated by and limited to observations considered consistent with climate change impacts.
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References
Adelekan IO (2010) Vulnerability of poor urban coastal communities to flooding in Lagos, Nigeria. Environ Urban 22:433–450. doi:10.1177/0956247810380141
Alexander LV, Arblaster JM (2009) Assessing trends in observed and modelled climate extremes over Australia in relation to future projections. Int J Climatol 29:417–435. doi:10.1002/joc
Allen M, Pall P, Stone D, Stott P, Frame D, Min SK, Nozawa T, Yukimoto S (2007) Scientific challenges in the attribution of harm to human influence on climate. Univ PA Law Rev 155(6):1353–1400
Allen CD, Macalady AK, Chenchouni H, Bachelet D, McDowell N, Vennetier M, Kitzberger T, Rigling A, Breshears DD, Hogg EH, Gonzalez P, Fensham R, Zhang Z, Castro J, Demidova N, Lim J, Allard G, Running SW, Semerci A, Cobb N (2010) A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests. For Ecol Manage 259:660–684. doi:10.1016/j.foreco.2009.09.001
Asseng S, Travasso MI, Ludwig F, Magrin GO (2012) Has climate change opened new opportunities for wheat cropping in Argentina? Clim Change 117:181–196. doi:10.1007/s10584-012-0553-y
Baldi G, Paruelo JM (2008) Land-use and land cover dynamics in South American Temperate Grasslands. Ecol Soc 13:6
Barnett TP, Hasselmann K, Chelliah M, Delworth T, Hegerl G, Jones PD, Rasmusson E, Roeckner E, Ropelewski C, Santer B, Tett S (1999) Detection and Attribution of Recent Climate Change : a Status Report. Bull Am Meteorol Soc 80:2631–2659. doi:10.1175/1520-0477
Barnett TP, Pierce DW, Hidalgo HG, Bonfils C, Santer BD, Das T, Bala G, Wood AW, Nozawa T, Mirin AA, Cayan DR, Dettinger MD (2008) Human-induced changes in the hydrology of the western United States. Science 319:1080–1083. doi:10.1126/science.1152538
Barros VR (2010) El cambio climático en Argentina (Chapter 3). Agro y Ambient. Una agenda Compart. para el Desarro. sustentable. Foro de la Cadena Agroindustrial Argentina, Buenos Aires, Argentina, p 35
Battisti A, Stastny M, Netherer S, Robinet C, Schopf A, Roques A, Larsson S (2005) Expansion of geographic range in the pine processionary moth caused by increased winter temperatures. Ecol Appl 15:2084–2096. doi:10.1890/04-1903
Biasutti M (2013) Forced Sahel rainfall trends in the CMIP5 archive. J Geophys Res 118:1613–1623. doi:10.1002/jgrd.50206
Bindoff NL, Stott PA, AchutaRao KM, Allen MR, Gillett N, Gutzler D, Hansingo K, Hegerl G, Hu Y, Jain S, Mokhov II, Overland J, Perlwitz J, Sebbari R, Zhang X (2013) Detection and attribution of climate change: from Global to Regional. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge
Bouwer LM (2011) Have disaster losses increased due to anthropogenic climate change? Bull Am Meteorol Soc 92:39–46. doi:10.1175/2010BAMS3092.1
Brink AB, Eva HD (2009) Monitoring 25 years of land cover change dynamics in Africa: a sample based remote sensing approach. Appl Geogr 29:501–512. http://dx.doi.org/10.1016/j.apgeog.2008.10.004
Brisson N, Gate P, Gouache D, Charmet G, Oury FX, Huard F (2010) Why are wheat yields stagnating in Europe? A comprehensive data analysis for France. Field Crop Res 119:201–212. doi:10.1016/j.fcr.2010.07.012
Butt A, Buxton M (2009) Peri-urban growth, planning and bushfire in the Melbourne city-region. State of Australian Cities Conference, Perth, WA. Australian Sustainable Cities and Regions Network (ASCRN), pp 1–14
Buxton M, Haynes R, Mercer D, Butt A (2011) Vulnerability to Bushfire Risk at Melbourne’s Urban Fringe: the failure of regulatory land use planning. Geogr Res 49:1–12. doi:10.1111/j.1745-5871.2010.00670.x
Chen K, McAneney J (2004) Quantifying bushfire penetration into urban areas in Australia. Geophys Res Lett 31:L12212. doi:10.1029/2004GL020244
Cheung WWL, Watson R, Pauly D (2013) Signature of ocean warming in global fisheries catch. Nature 497:365–368. doi:10.1038/nature12156
Christidis N, Donaldson GC, Stott PA (2010) Causes for the recent changes in cold- and heat-related mortality in England and Wales. Clim Change 102:539–553. doi:10.1007/s10584-009-9774-0
Church JA, White NJ (2011) Sea-level rise from the late 19th century to the early 21st century. Surv Geophys 32:585–602. doi:10.1007/s10712-011-9119-1
Clarke H, Lucas C, Smith P (2013) Changes in Australian fire weather between 1973 and 2010. Int J Climatol 33:931–944. doi:10.1002/joc.3480
Crain CM, Kroeker K, Halpern BS (2008) Interactive and cumulative effects of multiple human stressors in marine systems. Ecol Lett 11:1304–1315. doi:10.1111/j.1461-0248.2008.01253.x
Cramer W, Yohe GW, Auffhammer M, Huggel C, Molau U, Assunção Faus da Silva Dias M, Solow A, Stone D, Tibig L (2014) Detection and attribution of observed impacts. In: Field CB, Barros VR, Dokken DJ, Mach KJ, Mastrandrea MD, Bilir TE, Chatterjee M, Ebi KL, Estrada YO, Genova RC, Girma B, Kissel ES, Levy AN, MacCracken S, Mastrandrea PR, White LL (eds) Climate change 2014: impacts, adaptation, and vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 979–1037
Crompton RP, McAneney KJ (2008) Normalised Australian insured losses from meteorological hazards: 1967–2006. Environ Sci Policy 11:371–378. doi:10.1016/j.envsci.2008.01.005
Crompton RRP, McAneney KJ, Chen K, Pielke RA, Haynes K (2010) Influence of location, population, and climate on building damage and fatalities due to Australian Bushfire: 1925–2009. Weather Clim Soc 2:300–310. doi:10.1175/2010WCAS1063.1
Crompton RP, McAneney KJ, Chen K, Pielke RA, Haynes K (2011) Reply. Weather Clim Soc 3:63–66. doi:10.1175/WCAS-D-11-00002.1
Darling ES, Cote IM (2008) Quantifying the evidence for ecological synergies. Ecol Lett 11:1278–1286. doi:10.1111/j.1461-0248.2008.01243.x
Dossou KMR, Glehouenou-Dossou B (2007) The vulnerability to climate change of Cotonou (Benin): the rise in sea level. Environ Urban 19:65–79. doi:10.1177/0956247807077149
Douglas I, Alam K, Maghenda MA, Mcdonnell Y, Mclean L, Campbell J (2008) Unjust waters. Climate change, flooding and the urban poor in Africa. Environ Urban 20:187–205. doi:10.1177/0956247808089156
Doyle ME, Saurral RI, Barros VR (2011) Trends in the distributions of aggregated monthly precipitation over the La Plata Basin. Int J Climatol 32:2149–2162. doi:10.1002/joc.2429
Ericson J, Vorosmarty C, Dingman S, Ward L, Meybeck M (2006) Effective sea-level rise and deltas: causes of change and human dimension implications. Glob Planet Change 50:63–82. doi:10.1016/j.gloplacha.2005.07.004
Fashae OA, Onafeso OD (2011) Impact of climate change on sea level rise in Lagos, Nigeria. Int J Remote Sens 32:9811–9819. doi:10.1080/01431161.2011.581709
Gillett NP (2004) Detecting the effect of climate change on Canadian forest fires. Geophys Res Lett 31:L18211. doi:10.1029/2004GL020876
Giorgi F (2002) Variability and trends of sub-continental scale surface climate in the twentieth century. Part I: observations. Clim Dyn 18:675–691. doi:10.1007/s00382-001-0205-9
Gonzalez P, Tucker CJ, Sy H (2012) Tree density and species decline in the African Sahel attributable to climate. J Arid Environ 78:55–64. doi:10.1016/j.jaridenv.2011.11.001
Greene AM, Giannini A, Zebiak SE (2009) Drought return times in the Sahel: a question of attribution. Geophys Res Lett 36:L12701. doi:10.1029/2009GL038868
Gregory PJ, Marshall B (2012) Attribution of climate change: a methodology to estimate the potential contribution to increases in potato yield in Scotland since 1960. Glob Chang Biol 18:1372–1388. doi:10.1111/j.1365-2486.2011.02601.x
Grossman DA (2003) Warming up to a not-so-radical idea: tort-based climate change litigation. J Environ Law 28:1–62
Haynes K, Handmer J, McAneney J, Tibbits A, Coates L (2010) Australian bushfire fatalities 1900–2008: exploring trends in relation to the “Prepare, stay and defend or leave early” policy. Environ Sci Policy 13:185–194. doi:10.1016/j.envsci.2010.03.002
Hecky RE, Mugidde R, Ramlal PS, Talbot MR, Kling GW (2010) Multiple stressors cause rapid ecosystem change in Lake Victoria. Freshw Rev 55:19–42. doi:10.1111/j.1365-2427.2009.02374.x
Hegerl GC, Zwiers FW, Braconnot P, Gillett NP, Luo Y, Marengo Orsini JA, Nicholls N, Penner JE, Stott PA (2007) Understanding and attributing climate change. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 663–745
Hegerl GC, Hoegh-Guldberg O, Casassa G, Hoerling M, Kovats S, Parmesan C, Pierce D, Stott P (2010) Good practice guidance paper on detection and attribution related to anthropogenic climate change. In: Stocker TF, Field CB, Qin D, Barros V, Plattner G-K, Tignor M, Midgley P, Ebi K (eds) Meeting report of the intergovernmental panel on climate change expert meeting on detection and attribution of anthropogenic climate change. IPCC Working Group I Technical Support Unit. University of Bern, Bern, Switzerland, p 8
Hockey PAR, Sirami C, Ridley AR, Midgley GF, Babike HA (2011) Interrogating recent range changes in South African birds: confounding signals from land use and climate change present a challenge for attribution. Divers Distrib 17:254–261. doi:10.1111/j.1472-4642.2010.00741.x
Hoyos LE, Cingolani AM, Zak MR, Vaieretti MV, Gorla DE, Cabido MR (2013) Deforestation and precipitation patterns in the arid Chaco forests of central Argentina. Appl Veg Sci 16:260–271. doi:10.1111/j.1654-109X.2012.01218.x
Hulme M (2014) Attributing weather extremes to “climate change”: a review. Prog Phys Geogr 38:499–511. doi:10.1177/0309133314538644
IPCC (2014a) Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Field, C.B., V.R. Barros, D.J. Dokken, K.J. Mach, M.D. Mastrandrea, T.E. Bilir, M. Chatterjee, K.L. Ebi, Y.O. Estrada, R.C. Genova, B. Girma, E.S. Kissel, A.N. Levy, S. MacCracken, P.R. Mastrandrea, and L.L. White (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 1132 pp
IPCC (2014b) Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Barros, V.R., C.B. Field, D.J. Dokken, M.D. Mastrandrea, K.J. Mach, T.E. Bilir, M. Chatterjee, K.L. Ebi, Y.O. Estrada, R.C. Genova, B. Girma, E.S. Kissel, A.N. Levy, S. MacCracken, P.R. Mastrandrea, and L.L. White (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 688 pp
IPCC (2014c) Annex II: Glossary [Agard J, Schipper ELF, Birkmann J, Campos M, Dubeux C, Nojiri Y, Olsson L, Osman-Elasha B, Pelling M, Prather MJ, Rivera-Ferre MG, Ruppel OC, Sallenger A, Smith KR, St Clair AL, Mach KJ, Mastrandrea MD, Bilir TE (eds)]. In: Barros VR, Field CB, Dokken DJ, Mastrandrea MD, Mach KJ, Bilir TE, Chatterjee M, Ebi KL, Estrada YO, Genova RC, Girma B, Kissel ES, Levy AN, MacCracken S, Mastrandrea PR, White LL (eds) Climate change 2014: impacts, adaptation, and vulnerability. Part B: regional aspects. Contribution of working group II to the fifth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 1757–1776
James R, Otto F, Parker H, Boyd E, Cornforth R, Mitchell D, Allen M (2014) Characterizing loss and damage from climate change. Nat Clim Chang 4:938–939. doi:10.1038/nclimate2411
Kolding J, Van Zwieten P, Mkumbo OC, Silsbe G, Hecky R (2008) Are the Lake Victoria fisheries threatened by exploitation or eutrophication? Towards an ecosystem based approach to management. In: Bianchi G, Skjodal HR (eds) Ecosystem Approach to Fisheries. CAB International, Rome, pp 309–354
Krupnik I, Ray GC (2007) Pacific walruses, indigenous hunters, and climate change: bridging scientific and indigenous knowledge. Deep Res Part II-Topical Stud Oceanogr 54:2946–2957. doi:10.1016/j.dsr2.2007.08.011
Lebel T, Ali A (2009) Recent trends in the Central and Western Sahel rainfall regime (1990-2007). J Hydrol 375:52–64. doi:10.1016/j.jhydrol.2008.11.030
Lehman J, Mugidde R, Lehman D (1998) Lake Victoria plankton ecology: Mixing depth and climate-driven control of lake condition. In: Lehman JT (ed) Environmental Change and Response in East African Lakes. Monographiae Biologicae, vol 79. Springer, Netherlands, pp 99–116. doi:10.1007/978-94-017-1437-2_8
Lobell DB, Bänziger M, Magorokosho C, Vivek B (2011a) Nonlinear heat effects on African maize as evidenced by historical yield trials. Nat Clim Chang 1:42–45. doi:10.1038/nclimate1043
Lobell DB, Schlenker W, Costa-Roberts J (2011b) Climate trends and global crop production since 1980. Science 333:616. doi:10.1126/science.1204531
Loiselle S, Cózar A, Adgo E, Ballatore T, Chavula G, Descy JP, Harper DM, Kansiime F, Kimirei I, Langenberg V, Ma R, Sarmento H, Odada E (2014) Decadal trends and common dynamics of the bio-optical and thermal characteristics of the African Great Lakes. PLoS ONE 9:e93656. doi:10.1371/journal.pone.0093656
Magrin GO, Travasso MI, Rodríguez GR (2005) Changes in climate and crop production during the 20th century in Argentina. Clim Change 72:229–249. doi:10.1007/s10584-005-5374-9
Magrin GO, Travasso MI, Baethgen WE, Grondona MO, Giménez A, Cunha G, Castaño JP, Rodriguez GR (2007) Past and future changes in climate and their impacts on annual crops yield in South East South America. IPCC TGICA Expert Meeting Integrating Analysis of Regional Climate Change and Response Options, Nadi, Fiji. Meet. Rep. Intergovernmental Panel on Climate Change (IPCC), Geneva, Switzerland, pp 121–124
Magrin GO, Marengo JA, Boulanger J-P, Buckeridge MS, Castellanos E, Poveda G, Scarano FR, Vicuña S (2014) Central and South America. In: Barros VR, Field CB, Dokken DJ, Mastrandrea MD, Mach KJ, Bilir TE, Chatterjee M, Ebi KL, Estrada YO, Genova RC, Girma B, Kissel ES, Levy AN, MacCracken S, Mastrandrea PR, White LL (eds) Climate change 2014: impacts, adaptation, and vulnerability. Part B: regional aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge
Maranz S (2009) Tree mortality in the African Sahel indicates an anthropogenic ecosystem displaced by climate change. J Biogeogr 36:1181–1193. doi:10.1111/j.1365-2699.2008.02081.x
Marzeion B, Cogley JG, Richter K, Parkes D (2014) Attribution of global glacier mass loss to anthropogenic and natural causes. Science 345:919–921. doi:10.1126/science.1254702
McAneney J, Chen K, Pitman A (2009) 100-years of Australian bushfire property losses: is the risk significant and is it increasing? J Environ Manage 90:2819–2822. doi:10.1016/j.jenvman.2009.03.013
Menzel A, Sparks TH, Estrella N, Koch E, Aasa A, Ahas R, Alm-Kübler K, Bissolli P, Braslavska O, Briede A, Chmielewksi FM, Crepinsek Z, Curnel Y, Dahl Å, Defila C, Donnelly A, Filella Y, Jatczak K, Mage F, Mestre A, Nordli Ø, Penuelas J, Pirinen P, Remisova V, Scheifinger H, Striz M, Susnik A, Van Vliet AJH, Wielgolaski FE, Zachs S, Zust A (2006) European phenological response to climate change matches the warming pattern. Glob Chang Biol 12:1969–1976. doi:10.1111/j.1365-2486.2006.01193.x
Mills GA, Timbal B, Walsh K (2008) Assessing the impact of climate change on extreme fire weather in southeast Australia. CAWCR Tech Rep No7 86
Ndebele-Murisa MR, Mashonjowa E, Hill T (2011) The implications of a changing climate on the Kapenta fish stocks of Lake Kariba. Trans R Soc South Africa 66:105–119. doi:10.1080/0035919X.2011.600352
Niang I, Ruppel OC, Abdrabo MA, Essel A, Lennard C, Padgham J, Urquart P (2014) Africa. In: Barros VR, Field CB, Dokken DJ, Mastrandrea MD, Mach KJ, Bilir TE, Chatterjee M, Ebi KL, Estrada YO, Genova RC, Girma B, Kissel ES, Levy AN, MacCracken S, Mastrandrea PR, White LL (eds) Climate change 2014: impacts, adaptation, and vulnerability. Part B: regional aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 1199–1265
Nicholls N (2011) Comments on “influence of location, population, and climate on building damage and fatalities due to Australian Bushfire: 1925–2009”. Weather Clim Soc 3:61–62. doi:10.1175/WCAS-D-10-05001.1
Nicholls RJ, Woodroffe C, Burkett V (2009) Coastline degradation as an indicator of global change. In: Letcher TM (ed) Climate change: observed impacts on planet earth. Elsevier, Oxford, pp 409–424
Nichols T, Berkes F, Jolly D, Snow NB (2004) Climate change and sea ice: local observations from the Canadian Western Arctic. Arctic 57:68–79. doi:10.14430/arctic484
O’Neill SJ, Handmer J (2012) Responding to bushfire risk: the need for transformative adaptation. Environ Res Lett 7:014018. doi:10.1088/1748-9326/7/1/014018
Oliver TH, Morecroft MD (2014) Interactions between climate change and land use change on biodiversity: attribution problems, risks, and opportunities. Wiley Interdiscip Rev Clim Chang 5:317–335. doi:10.1002/wcc.271
Parmesan C, Yohe G (2003) A globally coherent fingerprint of climate change impacts across natural systems. Nature 421:37–42. doi:10.1038/nature01286
Parmesan C, Duarte C, Poloczanska E, Richardson AJ, Singer MC (2011) Overstretching attribution. Nat Clim Chang 1:2–4. doi:10.1038/nclimate1056
Parmesan C, Burrows MT, Duarte CM, Poloczanska ES, Richardson AJ, Schoeman DS, Singer MC (2013) Beyond climate change attribution in conservation and ecological research. Ecol Lett 16(Suppl 1):58–71. doi:10.1111/ele.12098
Poloczanska ES, Brown CJ, Sydeman WJ, Kiessling W, Schoeman DS, Moore PJ, Brander K, Bruno JF, Buckley LB, Burrows MT, Duarte CM, Halpern BS, Holding J, Kappel CV, O’Connor MI, Pandolfi JM, Parmesan C, Schwing F, Thompson SA, Richardson AJ (2013) Global imprint of climate change on marine life. Nat Clim Chang 3:919–925. doi:10.1038/nclimate1958
Powers LA, Johnson TC, Werne JP, Castañeda IS, Hopmans EC, Sinninghe Damsté JS, Schouten S (2011) Organic geochemical records of environmental variability in Lake Malawi during the last 700 years, Part I: the TEX86 temperature record. Palaeogeogr Palaeoclimatol Palaeoecol 303:133–139. doi:10.1016/j.palaeo.2010.09.006
Reisinger A, Kitching RL, Chiew F, Hughes L, Newton PCD, Schuster SS, Tait A, Whetton P (2014) Australasia. In: Barros VR, Field CB, Dokken DJ, Mastrandrea MD, Mach KJ, Bilir TE, Chatterjee M, Ebi KL, Estrada YO, Genova RC, Girma B, Kissel ES, Levy AN, MacCracken S, Mastrandrea PR, White LL (eds) Climate change 2014: impacts, adaptation, and vulnerability. Part B: regional aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 1371–1438
Rivera JA, Penalba OC, Betolli ML (2013) Inter-annual and inter-decadal variability of dry days in Argentina. Int J Climatol 33:834–842. doi:10.1002/joc.3472
Root TL, Price JT, Hall KR, Schneider SH, Rosenzweig C, Pounds JA (2003) Fingerprints of global warming on wild animals and plants. Nature 421:57–60. doi:10.1038/nature01333
Root TL, MacMynowski DP, Mastrandrea MD, Schneider SH (2005) Human-modified temperatures induce species changes: joint attribution. Proc Natl Acad Sci USA 102:7465–7469. doi:10.1073/pnas.0502286102
Rosenzweig C, Neofotis P (2013) Detection and attribution of anthropogenic climate change impacts. Wiley Interdiscip Rev Clim Chang 4:121–150. doi:10.1002/wcc.209
Rosenzweig C, Casassa G, Karoly DJ, Imeson A, Liu C, Menzel A, Rawlins S, Root TL, Seguin B, Tryjanowski P (2007) Assessment of observed changes and responses in natural and managed systems. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Climate change 2007: impacts, adaptation and vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 79–131
Rosenzweig C, Karoly D, Vicarelli M, Neofotis P, Wu Q, Casassa G, Menzel A, Root TL, Estrella N, Seguin B, Tryjanowski P, Liu C, Rawlins S, Imeson A (2008) Attributing physical and biological impacts to anthropogenic climate change. Nature 453:353–357. doi:10.1038/nature06937
Ruelland D, Tribotte A, Puech C, Dieulin C (2011) Comparison of methods for LUCC monitoring over 50 years from aerial photographs and satellite images in a Sahelian catchment. Int J Remote Sens 32:1747–1777. doi:10.1080/01431161003623433
Sitoki L, Gichuki J, Ezekiel C, Wanda F, Mkumbo OC, Marshall BE (2010) The environment of Lake Victoria (East Africa): current status and historical changes. Int Rev Hydrobiol 95:209–223. doi:10.1002/iroh.201011226
Stager JC, Hecky RE, Grzesik D, Cumming BF, Kling H (2009) Diatom evidence for the timing and causes of eutrophication in Lake Victoria, East Africa. Hydrobiologia 636:463–478. doi:10.1007/s10750-009-9974-7
Stammer DA, Cazenave A, Ponte RM, Tamisiea ME (2013) Causes for contemporary regional sea level changes. Ann Rev Mar Sci 5:21–46. doi:10.1146/annurev-marine-121211-172406
Stone DA, Allen MR, Stott PA, Pall P, Min S-K, Nozawa T, Yukimoto S (2009) The detection and attribution of human influence on climate. Annu Rev Env Resour 34:1–16. doi:10.1146/annurev.environ.040308.101032
Stone D, Auffhammer M, Carey M, Hansen G, Huggel C, Cramer W, Lobell D, Molau U, Solow A, Tibig L, Yohe G (2013) The challenge to detect and attribute effects of climate change on human and natural systems. Clim Change 121:381–395. doi:10.1007/s10584-013-0873-6
Stott PA, Gillett NP, Hegerl GC, Karoly DJ, Stone DA, Zhang X, Zwiers F (2010) Detection and attribution of climate change: a regional perspective. WIREs Clim Change 1:192–211. doi:10.1002/wcc.34
Stott PA, Allen M, Christidis N, Dole R, Hoerling M, Huntingford C, Pall P, Perlwitz J, Stone D (2013) Attribution of weather and climate-related extreme events. Climate science for serving society. Springer, Netherlands, pp 307–337
Tierney JE, Mayes MT, Meyer N, Johnson C, Swarzenski PW, Cohen AS, Russell JM (2010) Late-twentieth-century warming in Lake Tanganyika unprecedented since AD 500. Nat Geosci 3:422–425. doi:10.1038/NGEO865
Trewin B, Vermont H (2010) Changes in the frequency of record temperatures in Australia, 1957–2009. Aust Meteorol Oceanogr J 60:113–119
Vargas WM, Naumann G, Minetti JL (2010) Dry spells in the River Plata Basin: an approximation of the diagnosis of droughts using daily data. Theor Appl Climatol 104:159–173. doi:10.1007/s00704-010-0335-2
Verburg P, Hecky RE (2009) The physics of the warming of Lake Tanganyika by climate change. Limnol Oceanogr 54:2418–2430. doi:10.4319/lo.2009.54.6_part_2.2418
Vincke C, Diédhiou I, Grouzis M (2010) Long term dynamics and structure of woody vegetation in the Ferlo (Senegal). J Arid Environ 74:268–276. doi:10.1016/j.jaridenv.2009.08.006
Weatherhead E, Gearheard S, Barry RG (2010) Changes in weather persistence: insight from Inuit knowledge. Glob Environ Chang Policy Dimens 20:523–528. doi:10.1016/j.gloenvcha.2010.02.002
Wezel A, Lykke AM (2006) Woody vegetation change in Sahelian West Africa: evidence from local knowledge. Environ Dev Sustain 8:553–567. doi:10.1007/s10668-006-9055-2
Whittaker J, Haynes K, Handmer J, McLennan J (2013) Community safety during the 2009 Australian “Black Saturday” bushfires: an analysis of household preparedness and response. Int J Wildl Fire 22:841. doi:10.1071/WF12010
Williams RJ, Bradstock RA, Cary GJ, Enright NJ, Gill AM, Liedloff AC, Lucas C, Whelan RJ, Andersen AN, Bowman DJMS, Clarke PJ, Cook G, Hennessy KJ, York A (2009) Interactions between climate change, fire regimes and biodiversity in Australia—a preliminary assessment. Report to the Department of Climate Change and the Department of Environment, Heritage and Arts, Canberra, Australia
Zak MR, Cabido M, Cáceres D, Díaz S (2008) What drives accelerated land cover change in central Argentina? Synergistic consequences of climatic, socioeconomic, and technological factors. Environ Manage 42:181–189. doi:10.1007/s00267-008-9101-y
Zwiers F, Hegerl G (2008) Climate change: attributing cause and effect. Nat Rep Clim Chang 453:296–297. doi:10.1038/453296a
Acknowledgments
We thank all members of the IPCC WG2 cross chapter working group on detection and attribution for valuable input and inspiring discussions during the fifth assessment report cycle. Multifaceted support during preparation of the manuscript by Andy R. Solow is acknowledged with deep gratitude. GH was supported by the German Ministry for Education and Research. DS was supported by the United States Department of Energy, Office of Science, Office of Biological and Environmental Research’s Regional, and Global Climate Modeling Program under contract number DE-AC02-05CH11231. WC contributes to the Labex OT-Med (n° ANR-11-LABX-0061) funded by the French government through the A*MIDEX project (n° ANR-11-IDEX-0001-02).
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Editor: Will Steffen.
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Hansen, G., Stone, D., Auffhammer, M. et al. Linking local impacts to changes in climate: a guide to attribution. Reg Environ Change 16, 527–541 (2016). https://doi.org/10.1007/s10113-015-0760-y
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DOI: https://doi.org/10.1007/s10113-015-0760-y