Development of heat and drought related extreme weather events and their effect on winter wheat yields in Germany

Springer Science and Business Media LLC - Tập 132 - Trang 15-29 - 2017
Andrea B. Lüttger1, Til Feike1
1Federal Research Centre for Cultivated Plants, Institute for Strategies and Technology Assessment, Julius Kühn-Institut, Kleinmachnow, Germany

Tóm tắt

Climate change constitutes a major challenge for high productivity in wheat, the most widely grown crop in Germany. Extreme weather events including dry spells and heat waves, which negatively affect wheat yields, are expected to aggravate in the future. It is crucial to improve the understanding of the spatiotemporal development of such extreme weather events and the respective crop-climate relationships in Germany. Thus, the present study is a first attempt to evaluate the historic development of relevant drought and heat-related extreme weather events from 1901 to 2010 on county level (NUTS-3) in Germany. Three simple drought indices and two simple heat stress indices were used in the analysis. A continuous increase in dry spells over time was observed over the investigated periods from 1901–1930, 1931–1960, 1961–1990 to 2001–2010. Short and medium dry spells, i.e., precipitation-free periods longer than 5 and 8 days, respectively, increased more strongly compared to longer dry spells (longer than 11 days). The heat-related stress indices with maximum temperatures above 25 and 28 °C during critical wheat growth phases showed no significant increase over the first three periods but an especially sharp increase in the final 1991–2010 period with the increases being particularly pronounced in parts of Southwestern Germany. Trend analysis over the entire 110-year period using Mann-Kendall test revealed a significant positive trend for all investigated indices except for heat stress above 25 °C during flowering period. The analysis of county-level yield data from 1981 to 2010 revealed declining spatial yield variability and rather constant temporal yield variability over the three investigated (1981–1990, 1991–2000, and 2001–2010) decades. A clear spatial gradient manifested over time with variability in the West being much smaller than in the east of Germany. Correlating yield variability with the previously analyzed extreme weather indices revealed strong spatiotemporal fluctuations in explanatory power of the different indices over all German counties and the three time periods. Over the 30 years, yield deviations were increasingly well correlated with heat and drought-related indices, with the number of days with maximum temperature above 25 °C during anthesis showing a sharp increase in explanatory power over entire Germany in the final 2001–2010 period.

Tài liệu tham khảo

Alexander, L. V., X. Zhang, T. C. Peterson, J. Caesar, B. Gleason, A. M. G. Klein Tank, M. Haylock, D. Collins, B. Trewin, F. Rahimzadeh, A. Tagipour, K. Rupa Kumar, J. Revadekar, G. Griffiths, L. Vincent, D. B. Stephenson, J. Burn, E. Aguilar, M. Brunet, M. Taylor, M. New, P. Zhai, M. Rusticucci, J. L. Vazquez-Aguirre, (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res Atmos 111, n/a-n/a Alexandratos N, Bruinsma J (2012) World agriculture towards 2030/2050: the 2012 revision. ESA Working paper, FAO, Rome Asseng S, Foster IAN, Turner NC (2011) The impact of temperature variability on wheat yields. Glob Chang Biol 17:997–1012 Atkinson NJ, Urwin PE (2012) The interaction of plant biotic and abiotic stresses: from genes to the field. J Exp Bot Bachmair S, Kohn I, Stahl K (2015) Exploring the link between drought indicators and impacts. Nat Hazards Earth Syst Sci 15:1381–1397 Bajat B, Pejović M, Luković J, Manojlović P, Ducić V, Mustafić S (2013) Mapping average annual precipitation in Serbia (1961-1990) by using regression kriging. Theor Appl Climatol 112:1–13 Bakker MM, Govers G, Ewert F, Rounsevell M, Jones R (2005) Variability in regional wheat yields as a function of climate, soil and economic variables: assessing the risk of confounding. Agric Ecosyst Environ 110:195–209 Barnabás B, Jäger K, Fehér A (2008) The effect of drought and heat stress on reproductive processes in cereals. Plant Cell Environ 31:11–38 Bezirksstellen Staatliche Zentralverwaltung für Statistik der DDR, 1981-1989: Statistischer Jahresbericht Brisson N, Gate P, Gouache D, Charmet G, Oury F-X, Huard F (2010) Why are wheat yields stagnating in Europe? A comprehensive data analysis for France. Field Crop Res 119:201–212 Cattivelli L, Rizza F, Badeck F-W, Mazzucotelli E, Mastrangelo AM, Francia E, Marè C, Tondelli A, Stanca AM (2008) Drought tolerance improvement in crop plants: an integrated view from breeding to genomics. Field Crop Res 105:1–14 Conradt S, Finger R, Spörri M (2015) Flexible weather index-based insurance design. Climate Risk Management 10:106–117 Craufurd PQ, Vadez V, Jagadish SVK, Prasad PVV, Zaman-Allah M (2013) Crop science experiments designed to inform crop modeling. Agric For Meteorol 170:8–18 Dalhaus T, Finger R (2016) Can gridded precipitation data and phenological observations reduce basis risk of weather index–based insurance? Weather, Climate, and Society 8:409–419 Deryng D, Sacks WJ, Barford CC, Ramankutty N (2011) Simulating the effects of climate and agricultural management practices on global crop yield. Glob Biogeochem Cycles 25 n/a-n/a Dias AS, Lidon FC (2009) Evaluation of grain filling rate and duration in bread and durum wheat, under heat stress after anthesis. J Agron Crop Sci 195:137–147 DWD (2016) Notes on the climate normal maps (historical). DWD, Retrieved 1 December, 2016, from http://www.dwd.de/EN/ourservices/germanclimateatlas/explanations/normals/normals_node.html Elguindi N, Rauscher SA, Giorgi F (2013) Historical and future changes in maximum and minimum temperature records over Europe. Clim Chang 117:415–431 Eyshi Rezaei E, Siebert S, Ewert F (2015a) Impact of data resolution on heat and drought stress simulated for winter wheat in Germany. Eur J Agron 65:69–82 Eyshi Rezaei E, Webber H, Gaiser T, Naab J, Ewert F (2015b) Heat stress in cereals: mechanisms and modelling. Eur J Agron 64:98–113 FAOSTAT (2015) FAOSTAT statistical database. Food and Agriculture Organization of the United Nations, Rome Farooq M, Hussain M, Siddique KHM (2014) Drought stress in wheat during flowering and grain-filling periods. Crit Rev Plant Sci 33:331–349 Ferrara RM, Trevisiol P, Acutis M, Rana G, Richter GM, Baggaley N (2010) Topographic impacts on wheat yields under climate change: two contrasted case studies in Europe. Theor Appl Climatol 99:53–65 Ferris R, Ellis RH, Wheeler TR, Hadley P (1998) Effect of high temperature stress at anthesis on grain yield and biomass of field-grown crops of wheat. Ann Bot 82:631–639 Finger R (2010) Evidence of slowing yield growth—the example of Swiss cereal yields. Food Policy 35:175–182 Fontana G, Toreti A, Ceglar A, De Sanctis G (2015) Early heat waves over Italy and their impacts on durum wheat yields. Nat Hazards Earth Syst Sci 15:1631–1637 Forzieri G, Feyen L, Russo S, Vousdoukas M, Alfieri L, Outten S, Migliavacca M, Bianchi A, Rojas R, Cid A (2016) Multi-hazard assessment in Europe under climate change. Clim Chang 1–15 Franke J, Goldberg V, Eichelmann U, Freydank E, Bernhofer C (2004) Statistical analysis of regional climate trends in Saxony, Germany. Clim Res 27:145–150 GENESIS (2012) Statistische Ämter des Bundes und der Länder: GENESIS - Online Datenbank. Datensatz Deutschland, Jahre, Fruchtarten 1996–2011. from https://www.regionalstatistik.de/genesis/online/logon Gerbens-Leenes PW, Nonhebel S, Krol MS (2010) Food consumption patterns and economic growth. Increasing affluence and the use of natural resources. Appetite 55:597–608 Gerstengarbe F-W, Hoffmann P, Österle H, Werner PC (2015) Ensemble simulations for the RCP8.5-Scenario. Meteorologische Zeitschrift 1/2015:147–156 Gerstmann H, Doktor D, Gläßer C, Möller M (2016) PHASE: a geostatistical model for the kriging-based spatial prediction of crop phenology using public phenological and climatological observations. Comput Electron Agric 127:726–738 Giorgi F, Bi X, Pal JS (2004) Mean, interannual variability and trends in a regional climate change experiment over Europe. I. Present-day climate (1961-1990). Clim Dyn 22:733–756 Gooding MJ, Ellis RH, Shewry PR, Schofield JD (2003) Effects of restricted water availability and increased temperature on the grain filling, drying and quality of winter wheat. J Cereal Sci 37:295–309 Gornott C, Wechsung F (2016) Statistical regression models for assessing climate impacts on crop yields: a validation study for winter wheat and silage maize in Germany. Agric For Meteorol 217:89–100 Gouache D, Bouchon AS, Jouanneau E, Le Bris X (2015) Agrometeorological analysis and prediction of wheat yield at the departmental level in France. Agric For Meteorol 209:1–10 Gourdji SM, Sibley AM, Lobell DB (2013) Global crop exposure to critical high temperatures in the reproductive period: historical trends and future projections. Environ Res Lett 8 Grassini P, Eskridge KM, Cassman KG (2013) Distinguishing between yield advances and yield plateaus in historical crop production trends. Nat Commun 4 Hawker J, Jenner C (1993) High temperature affects the activity of enzymes in the committed pathway of starch synthesis in developing wheat endosperm. Funct Plant Biol 20:197–209 Helsel DR, Hirsch RM (2002) Chapter A3, statistical methods in water resources. In: U.S. Geological Survey, U. S. D. o. I. (Ed.): techniques of water-resources investigations of the United States geological survey, book 4, hydrologic analysis and interpretation Hennings V, Stolz W, Stegger U (2013) Ackerbauliches Ertragspotential der Böden in Deutschland. Bundesanstalt für Geowissenschaften und Rohstoffe Hernandez-Barrera S, Rodriguez-Puebla C, Challinor AJ (2016) Effects of diurnal temperature range and drought on wheat yield in Spain. Theor Appl Climatol 1–17 Hiebl J, Auer I, Böhm R, Schöner W, Maugeri M, Lentini G, Spinoni J, Brunetti M, Nanni T, Tadić MP, Bihari Z, Dolinar M, Müller-Westermeier G (2009) A high-resolution 1961-1990 monthly temperature climatology for the greater alpine region. Meteorol Z 18:507–530 Hirsch RM, Slack JR (1984) A nonparametric trend test for seasonal data with serial dependence. Water Resour Res 20:727–732 Hlavinka P, Trnka M, Semerádová D, Dubrovský M, Žalud Z, Možný M (2009) Effect of drought on yield variability of key crops in Czech Republic. Agric For Meteorol 149:431–442 Jamieson PD, Porter JR, Goudriaan J, Ritchie JT, van Keulen H, Stol W (1998) A comparison of the models AFRCWHEAT2, CERES-wheat, Sirius, SUCROS2 and SWHEAT with measurements from wheat grown under drought. Field Crop Res 55:23–44 Kato Y, Kamoshita A, Yamagishi J (2008) Preflowering abortion reduces spikelet number in upland rice (Oryza sativa L.) under water stress. Crop Sci 48:2389–2395 Kolar P, Trnka M, Brazdil R, Hlavinka P (2014) Influence of climatic factors on the low yields of spring barley and winter wheat in southern Moravia (Czech Republic) during the 1961-2007 period. Theor Appl Climatol 117:707–721 Kristensen K, Schelde K, Olesen JE (2011) Winter wheat yield response to climate variability in Denmark. J Agric Sci 149:33–47 Laidig F, Piepho HP, Drobek T, Meyer U (2014) Genetic and non-genetic long-term trends of 12 different crops in German official variety performance trials and on-farm yield trends. Theor Appl Genet 127:2599–2617 Lalic B, Eitzinger J, Mihailovic DT, Thaler S, Jancic M (2013) Climate change impacts on winter wheat yield change – which climatic parameters are crucial in Pannonian lowland? J Agric Sci 151:757–774 Landesämter für Statistik und Datenverarbeitung der BRD (1981-1995) Statistische Jahrbücher der einzelnen Bundesländer Langer SM, Longin CFH, Würschum T (2014) Flowering time control in European winter wheat. Front Plant Sci 5 Liu B, Liu L, Tian L, Cao W, Zhu Y, Asseng S (2014) Post-heading heat stress and yield impact in winter wheat of China. Glob Chang Biol 20:372–381 Liu Z, Menzel L (2016) Identifying long-term variations in vegetation and climatic variables and their scale-dependent relationships: a case study in Southwest Germany. Glob Planet Chang 147:54–66 Lobell DB, Field CB (2007) Global scale climate-crop yield relationships and the impacts of recent warming. Environ Res Lett 2 Lutz SR, Mallucci S, Diamantini E, Majone B, Bellin A, Merz R (2016) Hydroclimatic and water quality trends across three Mediterranean river basins. Sci Total Environ 571:1392–1406 Mavromatis T (2015) Crop–climate relationships of cereals in Greece and the impacts of recent climate trends. Theor Appl Climatol 120:417–432 McDonald RI, Girvetz EH (2013) Two challenges for U.S. irrigation due to climate change: increasing irrigated area in wet states and increasing irrigation rates in dry states. PLoS One 8:e65589 Mensbrugghe Dvd, Osorio-Rodarte I, Burns A, Baffes J (2009) Macroeconomic environment, commodity markets: a longer term outlook. Paper presented at How to feed the world in 2050, Rome Menzel A, Sparks T (2007) Temperature and plant development: phenology and seasonality. Plant Growth and Climate Change. Blackwell Publishing Ltd 70–95 Möller M, Gerstmann H, Gao F, Dahms TC, Förster M (2017) Coupling of phenological information and simulated vegetation index time series: limitations and potentials for the assessment and monitoring of soil erosion risk. Catena 150:192–205 Murawski A, Zimmer J, Merz B (2015) High spatial and temporal organization of changes in precipitation over Germany for 1951–2006. Int J Climatol Oerke EC (2006) Crop losses to pests. J Agric Sci 144:31–43 Orlandini S, Nejedlik P, Eitzinger J, Alexandrov V, Toulios L, Calanca P, Trnka M, Olesen JE (2008) Impacts of climate change and variability on European agriculture: results of inventory analysis in COST 734 countries. Ann N Y Acad Sci 1146:338–353 Österle H, Gerstengarbe F-W, Werner PC (2013) Ein meteorologischer Datensatz für Deutschland, 1951–2003. In: Wechsung F, Hartje V, Kaden S, Venohr M, Hansjürgens B, Gräfe P (eds) Die Elbe im globalen Wandel. Eine integrative Betrachtung. Konzepte für die nachhaltige Entwicklung einer Flusslandschaft, vol 630. Weissensee Verlag, Berlin, pp 67–70 Peltonen-Sainio P, Jauhiainen L, Hakala K, Ojanen H (2009) Climate change and prolongation of growing season: changes in regional potential for field crop production in Finland. Agric Food Sci 18:171–190 Perčec Tadić M (2010) Gridded Croatian climatology for 1961-1990. Theor Appl Climatol 102:87–103 Pingali P (2007) Westernization of Asian diets and the transformation of food systems: implications for research and policy. Food Policy 32:281–298 Pirttioja N, Carter TR, Fronzek S, Bindi M, Hoffmann H, Palosuo T, Ruiz-Ramos M, Tao F, Trnka M, Acutis M, Asseng S, Baranowski P, Basso B, Bodin P, Buis S, Cammarano D, Deligios P, Destain MF, Dumont B, Ewert F, Ferrise R, François L, Gaiser T, Hlavinka P, Jacquemin I, Kersebaum KC, Kollas C, Krzyszczak J, Lorite IJ, Minet J, Minguez MI, Montesino M, Moriondo M, Müller C, Nendel C, Öztürk I, Perego A, Rodríguez A, Ruane AC, Ruget F, Sanna M, Semenov MA, Slawinski C, Stratonovitch P, Supit I, Waha K, Wang E, Wu L, Zhao Z, Rötter RP (2015) Temperature and precipitation effects on wheat yield across a European transect: a crop model ensemble analysis using impact response surfaces. Clim Res 65:87–105 Potopova V, Stepanek P, Mozny M, Turkott L, Soukup J (2015) Performance of the standardised precipitation evapotranspiration index at various lags for agricultural drought risk assessment in the Czech Republic. Agric For Meteorol 202:26–38 Rampino P, Pataleo S, Gerardi C, Mita G, Perrotta C (2006) Drought stress response in wheat: physiological and molecular analysis of resistant and sensitive genotypes. -- plant. Cell & Environment 29:2143–2152 Ray DK, Ramankutty N, Mueller ND, West PC, Foley JA (2012) Recent patterns of crop yield growth and stagnation. Nat Commun 3 Reichstein M, Bahn M, Ciais P, Frank D, Mahecha MD, Seneviratne SI, Zscheischler J, Beer C, Buchmann N, Frank DC, Papale D, Rammig A, Smith P, Thonicke K, van der Velde M, Vicca S, Walz A, Wattenbach M (2013) Climate extremes and the carbon cycle. Nature 500:287–295 Reidsma P, Ewert F, Oude Lansink A, Leemans R (2009) Vulnerability and adaptation of European farmers: a multi-level analysis of yield and income responses to climate variability. Reg Environ Chang 9:25–40 Rezaei EE, Siebert S, Ewert F (2015) Intensity of heat stress in winter wheat—phenology compensates for the adverse effect of global warming. Environ Res Lett 10 SAS (2012) Institute Inc., The G3GRID Procedure, SAS/GRAPH(R) 9.3: Reference, Third Edition, Carry, NC Schittenhelm S, Kraft M, Wittich K-P (2014) Performance of winter cereals grown on field-stored soil moisture only. Eur J Agron 52(Part B):247–258 Schwarz J, Feike T, Freier B, Jahn M, Kehlenbeck H, Klocke B, Kühne S, Pallutt B, Saltzmann J, Wagner C, Wittchen U (2015) 20 years of long-term field trials at the JKI research field in dahnsdorf. Journal fur Kulturpflanzen 67:389–403 Semenov MA (2009) Impacts of climate change on wheat in England and Wales. J R Soc Interface 6:343–350 Sharma I, Tyagi BS, Singh G, Venkatesh K, Gupta OP (2015) Enhancing wheat production - a global perspective. Indian Journal of Agricultural Sciences 85:3–13 SiebertS, Ewert F, Eyshi Rezaei E, Kage H, Graß R (2014) Impact of heat stress on crop yield—on the importance of considering canopy temperature. Environ Res Lett 9 Stagge JH, Kohn I, Tallaksen LM, Stahl K (2015) Modeling drought impact occurrence based on meteorological drought indices in Europe. J Hydrol 530:37–50 Sterzel GT (2007) Correlation analysis of climate variables and wheat yield data on various aggregation levels in Germany and the EU-15 using GIS statistical methods, with a focus on heat wave years. PIK report 1–122 Stone P, Nicolas M (1994) Wheat cultivars vary widely in their responses of grain yield and quality to short periods of post-anthesis heat stress. Funct Plant Biol 21:887–900 Stratonovitch P, Semenov MA (2015) Heat tolerance around flowering in wheat identified as a key trait for increased yield potential in Europe under climate change. J Exp Bot 66:3599–3609 Trnka M, Hlavinka P, Semenov MA (2015) Adaptation options for wheat in Europe will be limited by increased adverse weather events under climate change. J R Soc Interface 12 Trnka M, Rotter RP, Ruiz-Ramos M, Kersebaum KC, Olesen JE, Zalud Z, Semenov MA (2014) Adverse weather conditions for European wheat production will become more frequent with climate change. Nature Clim Change 4:637–643 Trnka M, Brázdil R, Olesen JE, Eitzinger J, Zahradníček P, Kocmánková E, Dobrovolný P, Štěpánek P, Možný M, Bartošová L, Hlavinka P, Semerádová D, Valášek H, Havlíček M, Horáková V, Fischer M, Žalud Z (2012) Could the changes in regional crop yields be a pointer of climatic change? Agric For Meteorol 166–167:62–71 Vanuytrecht E, Raes D, Willems P, Semenov MA (2014) Comparing climate change impacts on cereals based on CMIP3 and EU-ENSEMBLES climate scenarios. Agric For Meteorol 195-196:12–23 Varga B, Vida G, Varga-László E, Bencze S, Veisz O (2015) Effect of simulating drought in various Phenophases on the water use efficiency of winter wheat. J Agron Crop Sci 201:1–9 Velde MVD, Tubiello FN, Vrieling A, Bouraoui F (2012) Impacts of extreme weather on wheat and maize in France: evaluating regional crop simulations against observed data. Clim Chang 113:751–765 Vicente-Serrano S (2006) Differences in spatial patterns of drought on different time scales: an analysis of the Iberian peninsula. Water Resour Manag 20:37–60 Wheeler TR, Craufurd PQ, Ellis RH, Porter JR, Vara Prasad PV (2000) Temperature variability and the yield of annual crops. Agric Ecosyst Environ 82:159–167 Wheeler TR, Hong TD, Ellis RH, Batts GR, Morison JIL, Hadley P (1996) The duration and rate of grain growth, and harvest index, of wheat (Triticum aestivum L.) in response to temperature and CO2. J Exp Bot 47:623–630 Wiesmeier M, Hübner R, Kögel-Knabner I (2015) Stagnating crop yields: an overlooked risk for the carbon balance of agricultural soils? Sci Total Environ 536:1045–1051 Wilcox J, Makowski D (2014) A meta-analysis of the predicted effects of climate change on wheat yields using simulation studies. Field Crop Res 156:180–190 Yang P, Xia J, Zhang Y, Hong S (2017) Temporal and spatial variations of precipitation in Northwest China during 1960–2013. Atmos Res 183:283–295