Skip to main content
Top

2021 | OriginalPaper | Chapter

Degree-Days and Agro-meteorological Indices in CMIP5 RCP8.5 Future Climate—Results for Central and Southeast Europe

Authors : Hristo Chervenkov, Georgi Gadzhev, Vladimir Ivanov, Kostadin Ganev

Published in: Environmental Protection and Disaster Risks

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The present paper is continuation of our recent study and analyzes the potential changes of residential heating and cooling degree-days as well as three stakeholder-relevant indices of agro-meteorological change (growing season length, sum of the active and sum of the effective temperatures) for Central and Southeast Europe over near past (1975–2004), near (2021–2050) and far (2070–2099) future periods. All indicators were calculated from the output data of our simulations with the regional climate model RegCM driven by the ERA-Interim reanalysis for the near past and by the global circulation model HadGEM2-ES under RCP8.5 CMIP5 radiative forcing scenario for the future periods. The validation of the model-based indices against their counterparts, computed from the observational dataset E-OBS, shows that the model reproduces their spatial variability and magnitude generally well. A linear bias correction of the considered indices is also demonstrated. Consistent with the general trend of the mean and extreme temperatures over the region, the study reveals a decrease of the heating degree days and considerable increase of the cooling degree days and the agro-meteorological indices practically over the whole domain in the future. The detected changes are fairly not symmetrical - the relative increase of the cooling degree days is significantly bigger than the decrease of the heating degree-days.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Bartholy, J., Pongrácz, R.: Comparing tendencies of some temperature related extreme indices on global and regional scales. IDŐJÁRÁS 110, 35–48 (2006) Bartholy, J., Pongrácz, R.: Comparing tendencies of some temperature related extreme indices on global and regional scales. IDŐJÁRÁS 110, 35–48 (2006)
3.
go back to reference Buyukalaca, O., Bulut, H., Yılmaz, T.: Analysis of variable-base heating and cooling degree-days for Turkey. Appl. Energy 69, 269–283 (2001)CrossRef Buyukalaca, O., Bulut, H., Yılmaz, T.: Analysis of variable-base heating and cooling degree-days for Turkey. Appl. Energy 69, 269–283 (2001)CrossRef
6.
go back to reference Chervenkov H., Slavov K.: ETCCDI climate indices for assessment of the recent climate over southeast Europe. In: Dimov, I., Fidanova, S. (eds.) Advances in High Performance Computing. HPC 2019. Studies in Computational Intelligence, vol. 902. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-55347-0_34 Chervenkov H., Slavov K.: ETCCDI climate indices for assessment of the recent climate over southeast Europe. In: Dimov, I., Fidanova, S. (eds.) Advances in High Performance Computing. HPC 2019. Studies in Computational Intelligence, vol. 902. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-55347-0_​34
7.
go back to reference Chervenkov, H. Spiridonov, V.: Bias correcting of selected ETCCDI climate indices for projected future climate. In: Lirkov, I., Margenov, S. (eds.) Large-Scale Scientific Computing. LSSC 2019. Lecture Notes in Computer Science, vol. 11958, pp. 292–299 (2020). https://doi.org/10.1007/978-3-030-41032-2_33 Chervenkov, H. Spiridonov, V.: Bias correcting of selected ETCCDI climate indices for projected future climate. In: Lirkov, I., Margenov, S. (eds.) Large-Scale Scientific Computing. LSSC 2019. Lecture Notes in Computer Science, vol. 11958, pp. 292–299 (2020). https://​doi.​org/​10.​1007/​978-3-030-41032-2_​33
8.
go back to reference Chervenkov, H., Spiridonov, V.: Sensitivity of selected ETCCDI climate indices from the calculation method for projected future climate. In: Dimov, I., Fidanova, S. (eds.) Advances in High Performance Computing. HPC 2019. Studies in Computational Intelligence, vol. 902, pp. 413–427. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-55347-0_35 Chervenkov, H., Spiridonov, V.: Sensitivity of selected ETCCDI climate indices from the calculation method for projected future climate. In: Dimov, I., Fidanova, S. (eds.) Advances in High Performance Computing. HPC 2019. Studies in Computational Intelligence, vol. 902, pp. 413–427. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-55347-0_​35
9.
go back to reference Chervenkov, H., Ivanov, V., Gadzev G., Ganev K.: Sensitivity study of different RegCM4.4 model set-ups—recent results from the TVRegCM experiment. Cybern. Inf. Technol. 5(17), 17–26 (2017) Chervenkov, H., Ivanov, V., Gadzev G., Ganev K.: Sensitivity study of different RegCM4.4 model set-ups—recent results from the TVRegCM experiment. Cybern. Inf. Technol. 5(17), 17–26 (2017)
10.
go back to reference Chervenkov H., Ivanov V., Gadzhev G., Ganev K.: (2020) Assessment of the future climate over Southeast Europe based on CMIP5 ensemble of climate indices - Part one: Concept and methods. In: Gadzhev G., Dobrinkova, N. (eds.) Proceeding of 1st International Conference on Environmental Protection and disaster RISKs - Part One, ISBN978-619-7065-38-1 144-156 (2020). https://doi.org/10.48365/envr-2020.1.13 Chervenkov H., Ivanov V., Gadzhev G., Ganev K.: (2020) Assessment of the future climate over Southeast Europe based on CMIP5 ensemble of climate indices - Part one: Concept and methods. In: Gadzhev G., Dobrinkova, N. (eds.) Proceeding of 1st International Conference on Environmental Protection and disaster RISKs - Part One, ISBN978-619-7065-38-1 144-156 (2020). https://​doi.​org/​10.​48365/​envr-2020.​1.​13
11.
go back to reference Chervenkov H., Ivanov V., Gadzhev G., Ganev K.: Assessment of the future climate over Southeast Europe based on CMIP5 ensemble of climate indices - Part two: Results and discussion. In: Gadzhev G., Dobrinkova, N. (eds.) Proceeding of 1st International Conference on Environmental Protection and disaster RISKs - Part One, ISBN978-619-7065-38-1 157-169 (2020). https://doi.org/10.48365/envr-2020.1.14 Chervenkov H., Ivanov V., Gadzhev G., Ganev K.: Assessment of the future climate over Southeast Europe based on CMIP5 ensemble of climate indices - Part two: Results and discussion. In: Gadzhev G., Dobrinkova, N. (eds.) Proceeding of 1st International Conference on Environmental Protection and disaster RISKs - Part One, ISBN978-619-7065-38-1 157-169 (2020). https://​doi.​org/​10.​48365/​envr-2020.​1.​14
14.
go back to reference Collins, W.J., Bellouin, N., Doutriaux-Boucher, M., Gedney, N., Halloran, P., Hinton, T., Hughes, J., Jones, C.D., Joshi, M., Liddicoat, S., Martin, G., O’Connor, F., Rae, J., Senior, C., Sitch, S., Totterdell, I., Wiltshire, A., Woodward, S.: Development and evaluation of an Earth-system model–HadGEM2. Geosci. Model Dev. Discuss. 4, 997–1062 (2011). https://doi.org/10.5194/gmdd-4-997-2011CrossRef Collins, W.J., Bellouin, N., Doutriaux-Boucher, M., Gedney, N., Halloran, P., Hinton, T., Hughes, J., Jones, C.D., Joshi, M., Liddicoat, S., Martin, G., O’Connor, F., Rae, J., Senior, C., Sitch, S., Totterdell, I., Wiltshire, A., Woodward, S.: Development and evaluation of an Earth-system model–HadGEM2. Geosci. Model Dev. Discuss. 4, 997–1062 (2011). https://​doi.​org/​10.​5194/​gmdd-4-997-2011CrossRef
19.
go back to reference Gadzhev, G., Ivanov, V., Ganev, K., Chervenkov, H.: TVRegCM Numerical Simulations—Preliminary Results. In: Lirkov, I., Margenov, S. (eds.) Large-Scale Scientific Computing. LSSC 2017. Lecture Notes in Computer Science, vol. 10665. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-73441-5_28 Gadzhev, G., Ivanov, V., Ganev, K., Chervenkov, H.: TVRegCM Numerical Simulations—Preliminary Results. In: Lirkov, I., Margenov, S. (eds.) Large-Scale Scientific Computing. LSSC 2017. Lecture Notes in Computer Science, vol. 10665. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-319-73441-5_​28
20.
go back to reference Gadzhev, G., Ivanov, V., Valcheva, R., Ganev, K., Chervenkov, H.: HPC simulations of the present and projected future climate of the Balkan region. In: Dimov, I., Fidanova, S. (eds.) Advances in High Performance Computing. HPC 2019. Studies in Computational Intelligence, vol. 902. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-55347-0_20 Gadzhev, G., Ivanov, V., Valcheva, R., Ganev, K., Chervenkov, H.: HPC simulations of the present and projected future climate of the Balkan region. In: Dimov, I., Fidanova, S. (eds.) Advances in High Performance Computing. HPC 2019. Studies in Computational Intelligence, vol. 902. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-55347-0_​20
21.
go back to reference Giorgi, F., Coppola, E., Solomon, F., Mariotti, L., Sylla, M.B., Bi, X., Elguindi, N., Diro, G.T., Nair, V., Giuliani, G., Turuncoglu, U.U., Cozzini, S., Guttler, I., O’Brien, T.A., Tawfic, A.B., Shalaby, A., Zakey, A.S., Steiner, A.L., Stordal, F., Sloan, L.C., Brankovic, C.: RegCM4: model description and preliminary tests over multiple CORDEX domains. Clim. Res. 52, 7–29 (2012). https://doi.org/10.3354/cr01018CrossRef Giorgi, F., Coppola, E., Solomon, F., Mariotti, L., Sylla, M.B., Bi, X., Elguindi, N., Diro, G.T., Nair, V., Giuliani, G., Turuncoglu, U.U., Cozzini, S., Guttler, I., O’Brien, T.A., Tawfic, A.B., Shalaby, A., Zakey, A.S., Steiner, A.L., Stordal, F., Sloan, L.C., Brankovic, C.: RegCM4: model description and preliminary tests over multiple CORDEX domains. Clim. Res. 52, 7–29 (2012). https://​doi.​org/​10.​3354/​cr01018CrossRef
24.
go back to reference Hatfield, J.L., Prueger, J.H.: Agroecology: implications for plant response to climate change. In: Yadav, S.S., Redden, R.J., Hatfield, J.L., Lotze-Campen, H., Hall, A.E. (eds.) Crop Adaptation to Climate Change, pp. 27–43. Wiley, West Sussex, UK (2011)CrossRef Hatfield, J.L., Prueger, J.H.: Agroecology: implications for plant response to climate change. In: Yadav, S.S., Redden, R.J., Hatfield, J.L., Lotze-Campen, H., Hall, A.E. (eds.) Crop Adaptation to Climate Change, pp. 27–43. Wiley, West Sussex, UK (2011)CrossRef
25.
go back to reference IPCC: Climate change: synthesis report. In: Core Writing Team, Pachauri, R.K., Meyer, L.A. (eds.) Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, 151 pp. IPCC, Geneva, Switzerland (2014) IPCC: Climate change: synthesis report. In: Core Writing Team, Pachauri, R.K., Meyer, L.A. (eds.) Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, 151 pp. IPCC, Geneva, Switzerland (2014)
26.
go back to reference Ivanov, V., Gadzhev, G., Ganev, K., Chervenkov, H.: Sensitivity of the simulated heat risk in southeastern Europe to the RegCM model configuration preliminary results climate. In: Lirkov, I., Margenov, S. (eds.) Large-Scale Scientific Computing. LSSC 2019. Lecture Notes in Computer Science, vol. 11958, pp. 340–347 (2020). https://doi.org/10.1007/978-3-030-41032-2_39 Ivanov, V., Gadzhev, G., Ganev, K., Chervenkov, H.: Sensitivity of the simulated heat risk in southeastern Europe to the RegCM model configuration preliminary results climate. In: Lirkov, I., Margenov, S. (eds.) Large-Scale Scientific Computing. LSSC 2019. Lecture Notes in Computer Science, vol. 11958, pp. 340–347 (2020). https://​doi.​org/​10.​1007/​978-3-030-41032-2_​39
27.
go back to reference Ivanov, V., Chervenkov, H., Gadzhev, G., Ganev, K.: Degree-days and agro-meteorological indices in projected future climate over southeast Europe. In: Proceedings of the 20th International Multidisciplinary Scientific GeoConference SGEM 2020, Albena, Bulgaria, 16–25 Aug (2021, in press) Ivanov, V., Chervenkov, H., Gadzhev, G., Ganev, K.: Degree-days and agro-meteorological indices in projected future climate over southeast Europe. In: Proceedings of the 20th International Multidisciplinary Scientific GeoConference SGEM 2020, Albena, Bulgaria, 16–25 Aug (2021, in press)
28.
go back to reference Janković, A., Podraščanin, Z., Djurdjevic, V.: Future climate change impacts on residential heating and cooling degree days in Serbia. IDŐJÁRÁS Q. J. Hung. Meteorol. Serv. 123(3), 351–370 (2019) Janković, A., Podraščanin, Z., Djurdjevic, V.: Future climate change impacts on residential heating and cooling degree days in Serbia. IDŐJÁRÁS Q. J. Hung. Meteorol. Serv. 123(3), 351–370 (2019)
35.
go back to reference Pieczka, I., Bartholy, J., Pongrácz, R., André, K.S.: Validation of RegCM regional and HadGEM global climate models using mean and extreme climatic variables. IDŐJÁRÁS 123(4), 409–433 (2019)CrossRef Pieczka, I., Bartholy, J., Pongrácz, R., André, K.S.: Validation of RegCM regional and HadGEM global climate models using mean and extreme climatic variables. IDŐJÁRÁS 123(4), 409–433 (2019)CrossRef
36.
39.
Metadata
Title
Degree-Days and Agro-meteorological Indices in CMIP5 RCP8.5 Future Climate—Results for Central and Southeast Europe
Authors
Hristo Chervenkov
Georgi Gadzhev
Vladimir Ivanov
Kostadin Ganev
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-70190-1_2