Abstract
Regional economies that depend predominantly on agriculture and livestock are heavily affected by changes in air temperature, one such case are the activities in La Plata river basin (LPB). Some studies suggest that variations in the seasonal cycle and season onset would affect efficiency in the use of radiation by vegetation. This paper evaluates the distribution of minimum temperature seasonality trends over LPB, describes the trends in the seasonal cycle, and detects changes of minimum temperature extremes characterized by the number of frost days and the frequency of warm and cold nights. The analysis includes absolute minimum temperature 0(TnMin) and minimum average temperature (TnMean) from ERA5 reanalysis for the 1980–2015 period. Significant positive trends in the amplitude of annual average TnMin and TnMean are observed over more than half the area (53.5% and 69.9% of the basin, respectively). Amplitude and phase parameters suggest that average minimum temperature underwent greater variation than absolute minimum temperature over LPB. The shifts in phase indicate that minimum temperatures occurred earlier than usual in the year considering the 35-year series. In general terms, there is a shift toward warmer conditions. This warming is evident in seasonal trends of minimum temperature as well as in the significant increase in the number of warm nights, a significant decrease of cold days and a significant decrease in the number of frost days in the highest Andes mountains in the west of the LPB.
Similar content being viewed by others
Data availability
ERA5 daily temperature data here used are available at Chambers (2019) ERA5-derived daily temperature summary 1980-2018 (Version 1.0) [Dataset]. Zenodo. doi:10.5281/zenodo.3403963
Change history
27 January 2021
A Correction to this paper has been published: https://doi.org/10.1007/s00704-021-03541-z
Notes
World Meteorological Organization (WMO) Commission for Climatology (CCl)/CLIVAR/ JCOMM Expert Team on Climate Change Detection and Indices (ETCCDI)
References
Alexander L, Zhang X, Peterson T, Caesar J, Gleason B, Klein Tank A (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res 111(D5). https://doi.org/10.1029/2005jd006290
Allen MR, de Coninck H, Dube OP et al (2018) Technical Summary. In Masson-Delmotte V, Zhai P, Pörtner H-O, Roberts D et al (eds) Global Warming of 1.5 °C. An IPCC Special Report on the impacts of global warming of 1.5 °C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty
Arsego DA, Ferraz SET, Nereu AS, Cardoso A, Zanon AJ (2018) Study of the impact of different indices associated with El Niño southern oscillation on soybean yield in Rio Grande do Sul. Ciência e Natura, Santa Maria 40:82–87 https://periodicos.ufsm.br/cienciaenatura/issue/view/1304
Avila FB, Pitman AJ, Donat MG, Alexander LV, Abramowitz G (2012) Climate model simulated changes in temperature extremes due to land cover change, J Geophys Res 117. https://doi.org/10.1029/2011JD016382
Avila-Diaz A, Benezoli V, Justino F, Torres R, Wilson A (2020) Assessing current and future trends of climate extremes across Brazil based on reanalyses and earth system model projections. Clim Dyn 55:1403–1426. https://doi.org/10.1007/s00382-020-05333-z
Barros V, Clarke R, Dias PS (2006) Climate change in the La Plata Basin. Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires. Website: http://www.cicplata.org/
Barros VR, Boninsegna JA, Camilloni IA, Chidiak M, Magrín GO, Rusticucci M (2015) Climate change in Argentina: trends, projections, impacts and adaptation. WIREs Clim Chang 6:151–169. https://doi.org/10.1002/wcc.316
Barrucand M (2008) Extremos de temperatura en Argentina: Cambios observados en la variabilidad espacio-temporal y su relación con otras características del sistema climático. Tesis de Doctorado en Ciencias de la Atmósfera y los Océanos, Universidad de Buenos Aires, pp 162
Barrucand M, Rusticucci M (2001) Climatología de temperaturas extremas en la Argentina. Variabilidad temporal y regional. Meteorol 26:85–101
Berlato MA, Farenzha H, Fontana DC (2005) Associação entre El Niño Oscilação Sul e a produtividade do milho no Estado do Rio Grande do Sul. Pesq Agrop Brasileira 40:423–432
Berri GJ, Bertossa G (2004) The influence of the tropical and subtropical Atlantic and Pacific Oceans on precipitation variability over southern central South America on seasonal time scales. Int J Climatol 24:415–435
Carril AF, Cavalcanti IFA, Menéndez CG et al (2016) Extreme events in the La Plata basin: a retrospective analysis of what we have learned during CLARIS-LPB project. Clim Res 68:95–116. https://doi.org/10.3354/cr01374
Chambers J (2019) ERA5-derived daily temperature summary 1980-2018 (Version 1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.3403963
Collazo S, Barrucand M, Rusticucci M (2019a) Variability and predictability of winter cold nights in Argentina. Weather Climate Extremes 26:100236. https://doi.org/10.1016/j.wace.2019.100236
Collazo S, Barrucand M, Rusticucci M (2019b) Summer seasonal predictability of warm days in Argentina: statistical model approach. Theor Appl Climatol 138(3-4):1853–1876. https://doi.org/10.1007/s00704-019-02933-6
Comité Intergubernamental Coordinador de los Países de la Cuenca del Plata (CIC) (2017) Transboundary Diagnostic Analysis for the La Plata River Basin - TDA. 1st edition. https://cicplata.org/es/documentosprincipales/?sfw=pass1610131282. Accessed 10 May 2020.
Cornes R, Jones P (2013) How well does the ERA-Interim reanalysis replicate trends in extremes of surface temperature across Europe? J Geophys Res Atmos 118:10262–10276. https://doi.org/10.1002/jgrd.50799
Deng Y, Wang S, Bai X, Luo G, Wu L, Cao Y, Li H, Li C, Yang Y, Hu Z, Tian S (2020) Variation trend of global soil moisture and its cause analysis. Ecol Indic 110:105939. https://doi.org/10.1016/j.ecolind.2019.105939
Eastman JR, Sangermano F, Ghimire B, Zhu H, Chen H, Neeti N (2009) Seasonal trend analysis of image time series. Int J Remote Sens 30(10):2721–2726. https://doi.org/10.1080/01431160902755338
Eastman JR, Sangermano F, Machado EA, Rogan J, Anyamba A (2013) Global trends in seasonality of NDVI, 1982-2011. Remote Sens 5(10):4799–4818. https://doi.org/10.3390/rs5104799
Falvey M, Garreaud RD (2009) Regional cooling in a warming world: recent temperature trends in the southeast Pacific and along the west coast of subtropical South America (1979–2006). J Geophys Res 114:D04102. https://doi.org/10.1029/2008JD010519
Fernández Long ME, Müller GV, Beltrán-Przekurat A, Scarpati OE (2013) Long-term and recent changes in temperature-based agroclimatic indices in Argentina. Int J Climatol 33(7):1.673–1.686
García GA, Dreccer MF, Miralles DJ, Serrago RA (2015) High night temperatures during grain number determination reduce wheat and barley grain yield: a field study. Glob Chang Biol 21:4153–4164
García GA, Serrago RA, Dreccer MF, Miralles DJ (2016) Post-anthesis warm nights reduce grain weight in field-grown wheat and barley. Field Crop Res 195:50–59
Hatfield JL, Prueger JH (2011) Agroecology: implications for plant response to climate change. Book Editor(s): Yadav SS, Redden RR, Hatfield JL, Lotze-Campen H, Hall AE https://doi.org/10.1002/9780470960929
Hatfield JL, Prueger JH (2015) Temperature extremes: effect on plant growth and development. Weather Climate Extremes 10(A):4–10. https://doi.org/10.1016/j.wace.2015.08.001
Hersbach H, Rosnay P, Bell B et al (2018) Operational global reanalysis: progress, future directions and synergies with NWP. In: ECMWF Report, p 65. https://www.ecmwf.int/node/18765
Jacques-Coper M, Garreaud RD (2015) Characterization of the 1970s climate shift in South America. Int J Climatol 35:2164–2179. https://doi.org/10.1002/joc.4120
Jones P, Lister D, Osborn T, Harpham C, Salmon M, Morice C (2012) Hemispheric and large-scale land-surface air temperature variations: an extensive revision and an update to 2010. J Geophys Res Atmos 117(D5):n/a-n/a. https://doi.org/10.1029/2011jd017139
Klein Tank AMG, Zwiers FW, Zhang X (2009) Guidelines on analysis of extremes in a changing climate in support of informed decisions for adaptation, WMO-TD No. 1500/WCDMP-No. 72, Geneva. (52 pp.)
Lee SJ, Berbery EH (2012) Land cover change effects on the climate of the La Plata Basin. J Hydrometeorol 13:84–102
Lovino MA, Müller OV, Müller GV, Sgroi LC, Baethgen WE (2018a) Interannual-to-multidecadal hydroclimate variability and its sectoral impacts in northern Argentina. Hydrol Earth Syst Sci 22:3155–3174. https://doi.org/10.5194/hess-22-3155-2018
Lovino MA, Müller O, Berbery EH, Müller G (2018b) How have daily climate extremes changed in the recent past over northeastern Argentina? Glob Planet Chang 168:78–97. https://doi.org/10.1016/j.gloplacha.2018.06.008
Magrin GO, Travasso MI, Rodriguez GR, Solman S, Nuñez M (2009) Climate change and wheat production in Argentina. Int J Glob Warming 1(1/2/3):214–226. https://doi.org/10.1504/IJGW.2009.027090
Magrin GO, Marengo JA, Boulanger J-P et al (2014) Central and South America. In: Barros VR, Field CB, Dokken DJ et al (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, United Kingdom and New York, NY, USA, pp 1499–1566
Mavromatis T, Stathis D (2010) Response of the water balance in Greece to temperature and precipitation trends. Theor Appl Climatol 104(1-2):13–24. https://doi.org/10.1007/s00704-010-0320-9
Mayeregger E, Casco M, Vera A (2015) “El Niño” y sus Impactos en el Sector Agrícola del Paraguay. Revista sobre Estudios e Investigaciones del Saber Académico. 9. http://publicaciones.uni.edu.py/index.php/eisa/article/view/97
Müller G, Nuñez M, Seluchi M (2000) Relationship between ENSO cycles and frost events within the pampa Húmeda region. Int J Climatol 20:1619–1637. https://doi.org/10.1002/1097-0088(20001115)20:13<1619::AID-JOC552>3.0.CO;2-F
Müller GV, Compagnucci R, Nuñez M, Salles A (2003) Surface circulation associated with frosts in the wet pampas. Int J Climatol 23(8):943–961. https://doi.org/10.1002/joc.907
Müller GV, Fernández Long ME, Bosch E (2011) Relación entre la temperatura de la superficie del mar de diferentes océanos y los rendimientos del maíz en la pampa húmeda. Meteorológica 40(1):5–16
Neeti N, Eastman JR (2011) A contextual Mann-Kendall approach for the assessment of trend significance in image time series. Trans GIS 15(5):599–611
Ordinola RN, Cogliati MG, Müller G (2017) Evaluación de la tendencia de la temperatura mínima en la cuenca del Plata entre 1980-2015 utilizando datos de reanálisis. In XXVIII Reunión Científica de la AAGG. La Plata. Retrieved from http://hdl.handle.net/10915/60718
Penalba OC, Bettolli ML, Vargas WM (2007) The impact of climate variability on soybean yields in Argentina. Multivariate regression. Meteorol Appl 14:3–14
Piñeiro G, Oesterheld M, Paruelo JM (2006) Seasonal variation in aboveground production and radiation-use efficiency of temperate rangelands estimated through remote sensing. Ecosystems 9(3):357–373
Renom M, Rusticucci M, Barreiro M (2011) Multidecadal changes in the relationship between extreme temperature events in Uruguay and the general atmospheric circulation. Clim Dyn 37:2471–2480. https://doi.org/10.1007/s00382-010-0986-9
Rosso FV, Boiaski NT, Ferraz SET, Dewes CF, Tatsch JD (2015) Trends and decadal variability in air temperature over Southern Brazil. Am J Environ Eng 5(1A):85–95. https://doi.org/10.5923/s.ajee.201501.12
Sadras V, Monzón J (2006) Modelled wheat phenology captures rising temperature trends: Shortened time to flowering and maturity in Australia and Argentina. Field Crop Res 99:136–146
Skansi MM, Brunet M, Sigró J, Aguilar E, Arevalo Groening JA, Betancour OJ, Castellón Geier YR, Correa Amaya RL, Jácome H, Malherios Ramos A, Oria Rojas C, Pasten A, Sallons Mitro S, Villaroel C, Martínez R, Alexander LV, Jones PD (2013) Warming and wetting signals emerging from analysis of changes in climate extreme indices over South America. Glob Planet Chang 100:295–307. https://doi.org/10.1016/j.gloplacha.2012.11.004
Stine AR, Huybers PJ, Fung IY (2009) Changes in the phase of the annual cycle of surface temperature. Nature 457:435–440
Tabari H, Hosseinzadeh Talaee P (2011) Analysis of trends in temperature data in arid and semi-arid regions of Iran. Glob Planet Chang 79(1-2):1–10. https://doi.org/10.1016/j.gloplacha.2011.07.008
Verón SR, de Abelleyra D, Lobell D (2015) Impacts of precipitation and temperature on crop yields in the Pampas. Clim Chang 130:235–245. https://doi.org/10.1007/s10584-015-1350-1
Victoria RL, Martinelli LA, Moraes JM, Ballester MV, Krushche AV (1998) Surface air temperature variations in the Amazon region and its borders during this century. J Clim 11:1105–1110
Yue S, Wang C (2000) The Mann-Kendall Test modified by effective sample size to detect trend in serially correlated hydrological series. Water Resour Manag 18(3):201–218. https://doi.org/10.1023/b:warm.0000043140.61082.60
Zazulie N, and Rusticucci M (2009) Cambios en la onda anual de temperatura en el sudeste de Sudamérica In XXVIII Reunión Científica de la AAGG. La Plata. 13-17
Zhang X, Alexander LV, Hegerl GC, Klein-Tank A, Peterson TC, Trewin B, Zwiers FW (2011) Indices for monitoring changes in extremes based on daily temperature and precipitation data. Wiley Interdiscip Rev Clim Chang 2:851–870. https://doi.org/10.1002/wcc.147
Acknowledgment
We are grateful to the anonymous reviewers whose constructive comments and recommendations helped to improve the manuscript.
Funding
This work was supported by the Universidad Nacional del Comahue (04-H165).
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Marisa Cogliati and Miguel Lovino. The first draft of the manuscript was written by Marisa Cogliati, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Code availability
Not applicable.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The original online version of this article was revised: The second author’s name appears with two middle names (V. V.) and the correct form is with only one V.
Rights and permissions
About this article
Cite this article
Cogliati, M.G., Müller, G.V. & Lovino, M.A. Seasonal trend analysis of minimum air temperature in La Plata river basin. Theor Appl Climatol 144, 25–37 (2021). https://doi.org/10.1007/s00704-020-03512-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-020-03512-w