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Three centuries of daily precipitation in Padua, Italy, 1713–2018: history, relocations, gaps, homogeneity and raw data

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Abstract

Long instrumental records are fundamental to study climate changes, but their reliability and quality have to be checked before any statistical research. Moreover, when metadata are used to solve some problems, data interpretation may change and require further work to refine the series. A thorough revision of the three-century precipitation series in Padua (1713–2018) shows that the results of previous analyses were affected by serious biases. This paper clarifies key features concerning early instruments, exposure, relocation and observational protocols. The daily analysis pointed out a number of problems, bias, irregular sampling and underestimations that have passed unobserved so far. A comparison with the parallel series of Bologna and Venice made it possible to distinguish bias from the climate signal or to reconstruct missing data. The instrumental threshold was recognized to be fundamental to determine the frequency of precipitation, but less important with respect to its amount. This paper provides a methodological example to test the goodness of long instrumental series, in particular to identify problems related to metadata and observations, which is the preliminary step to perform a sound correction and obtain a reliable series. It also includes the set of original raw data, transformed into modern units.

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References

  • Alcoforado MJ, Nunes F, García JC, Taborda JP (2000) Temperature and precipitation reconstruction in southern Portugal during the Late Maunder Minimum (AD 1675-1715). Holocene 10:333–340

    Google Scholar 

  • Alcoforado MJ, Vaquero JM, Trigo RM, Taborda JP (2012) Early Portuguese meteorological measurements (18th century). Clim Past 8:353–371

    Google Scholar 

  • Alexanderson HA (1986) A homogeneity test applied to precipitation data. J Climatol 6:661–675

    Google Scholar 

  • Brázdil R (1996) Reconstructions of past climate from historical sources in the Czech Lands. In: Jones PD, Bradley RS, Jouzel J (eds) Climatic variations and forcing mechanisms of the last 2000 years. Springer, Berlin, pp 409–431

    Google Scholar 

  • Buishand TA (1982) Some methods for testing the homogeneity of rainfall records. J Hydrol 58:11–27

    Google Scholar 

  • Burnings C (1789) Bericht wegens een’ nieuwen hyethometer. In: Vederhandelingen uitgegeeven door de Hollandsche Maatschappye der Weetenschappen. Walré, The Haarlem, pp 317–323

    Google Scholar 

  • Burt S, Burt T (2019) Oxford weather and climate since 1767. Oxford University Press, Oxford

    Google Scholar 

  • Burt TP, Ferranti EJS (2012) Changing patterns of heavy rainfall in upland areas: a case study from northern England. Int J Climatol 32(4):518–532

    Google Scholar 

  • Camuffo D (1984) Analysis of the series of precipitation at Padova, Italy. Clim Chang 6:57–77

    Google Scholar 

  • Camuffo D (2000) Toaldo e le origini della serie meteorologica di Padova. In: Pigatto L (ed) Giuseppe Toaldo e il suo tempo. Bertoncello Artigrafiche, Padova, pp 779–804

    Google Scholar 

  • Camuffo D (2002a) History of the long series of the air temperature in Padova (1725-today). Clim Chang 53(1–3):7–76

    Google Scholar 

  • Camuffo D (2002b) Errors in early temperature series arising from changes in style of measuring time, sampling schedule and number of observations. Clim Chang 53(1–3):331–354

    Google Scholar 

  • Camuffo D (2002c) Calibration and instrumental errors in early measurements of air temperature. Clim Chang 53(1–3):297–330

    Google Scholar 

  • Camuffo D (2019) Microclimate for cultural heritage – measurement, risk assessment, conservation, restoration and maintenance of indoor and outdoor monuments, Third edn. Elsevier, New York

  • Camuffo D, Bertolin C (2012) Recovery of the early period of long instrumental time series of air temperature in Padua, Italy (1716-2007). Phys Chem Earth 40-41:23–31

    Google Scholar 

  • Camuffo D, Del Monte M, Ongaro A (1984) The pH of atmospheric precipitation at Venice, related to both the dynamics of precipitation events and weathering of monuments. Sci Total Environ 40:125–140

    Google Scholar 

  • Camuffo D, Bernardi A, Zannetti M (1988) Analysis of the real-time measurement of the pH of rainfall at Padova, Italy: seasonal variation and meteorological aspects. Sci Total Environ 71:187–200

    Google Scholar 

  • Camuffo D, Cocheo C, Sturaro G (2006) Corrections of systematic errors, data homogenisation and climatic analysis of the Padova pressure series (1725–1999). Clim Chang 79:493–514

    Google Scholar 

  • Camuffo D, Bertolin C, Diodato N, Barriendos M, Cocheo C, Enzi S, Sghedoni M, Garnier E, Alcoforado MJ and Luterbacher J (2011) Climate change in the Mediterranean over the last five hundred years. In: Carayannis E (ed) Planet earth 2011 - global warming challenges and opportunities for policy and practice, InTech - Rijeka, pp 1–26

  • Camuffo D, Bertolin C, Bergonzini A, Amore C, Cocheo C (2014) Early hygrometric observations in Padua, Italy, from 1794 to 1826: the Chiminello goose quill hygrometer versus the de Saussure hair hygrometer. Clim Chang 122(1–2):217–227

    Google Scholar 

  • Camuffo D, della Valle A, Bertolin C, Santorelli E (2016) The Stancari air thermometer and the 1715-1737 record in Bologna, Italy. Clim Chang 139:623–636

    Google Scholar 

  • Camuffo D, della Valle A, Bertolin C, Santorelli E (2017) Temperature observations in Bologna, Italy, from 1715 to 1815; a comparison with other contemporary series and an overview of three centuries of changing climate. Clim Chang 142(1–2):7–22

    Google Scholar 

  • Camuffo D, Becherini F, della Valle A (2019) The Beccari series of precipitation in Bologna, Italy, from 1723 to 1765. Clim Chang 155(3):359–376

    Google Scholar 

  • Castelli B (1639) Della misura delle acque correnti. Stampa Camerale, Rome

    Google Scholar 

  • CF (1725) Letter to Cav. Forzadura. In: Poleni 1716–1725 unpublished manuscripts, Mss. It., CL. IV, N.631, 5354. Marciana Library, Venice

  • Cocheo C, Camuffo D (2002) Corrections of systematic errors and data homogenisation in the Padova series (1725 – today). Clim Chang 53(1–3):77–100

    Google Scholar 

  • Cotte L (1788) Mémoires sur la Météorologie, pour servir de suite et de supplément au Traité de Météorologie publié en 1774. Imprimerie Royale, Paris

    Google Scholar 

  • Craddock JM (1976) Annual rainfall in England since 1725. Q J R Meteorol Soc 102:823–840

    Google Scholar 

  • Craddock JM (1979) Methods of comparing annual rainfall records for climatic purposes. Weather 34(9):332–346

    Google Scholar 

  • Craddock JM, Craddock E (1977) Rainfall at Oxford from 1767 to1814, estimated from the records of Dr Thomas Hornsby and others. Meteorol Mag 106:361–371

    Google Scholar 

  • Craddock JM, Wales-Smith BG (1977) Monthly rainfall totals representing the East Midlands for the years 1726 to 1975. Meteorol Mag 106:97–111

    Google Scholar 

  • Crestani G (1926a) La pioggia misurata a Padova prima del 1925. Atti Mem Accad Sci Lett Arti, Padua 42(1):91–92

  • Crestani G (1926b) L’inizio delle osservazioni meteorologiche a Padova. Il contributo di Giovanni Poleni alla meteorologia. Atti Mem Accad Sci Lett Arti, Padua 42(1):29–63

    Google Scholar 

  • Crestani G (1935) Studio Storico Critico. In: Le precipitazioni atmosferiche a Padova. Min. LL. PP, Ufficio Idrografico, Rome

  • Demarée GR, Lachaert PJ, Verhoeve T, Thoen E (2002) The long-term daily Central Belgium Temperature (CBT) series (1767–1998) and early instrumental meteorological observations in Belgium. Clim Chang 53(1–3):269–293

    Google Scholar 

  • Diodato N (2007) Climatic fluctuations in southern Italy since the 17th century: reconstruction with precipitation records at Benevento. Clim Chang 80:411–431

    Google Scholar 

  • Domínguez-Castro F, Santisteban JI, Barriendos M, Mediavilla R (2008) Reconstruction of drought episodes for central Spain from rogation ceremonies recorded at the Toledo Cathedral from 1506 to 1900: a methodological approach. Glob Planet Change 63(2–3):230–242

    Google Scholar 

  • Domínguez-Castro F, Ribera P, García-Herrera R, Vaquero JM, Barriendos M, Cuadrat JM, Moreno JM (2012) Assessing extreme droughts in Spain during 1750-1840 from rogations ceremonies. Clim Past 8:705–722

    Google Scholar 

  • Domínguez-Castro F, Gallego MC, Vaquero JM, Herrera RG, Peña-Gallardo M, El Kenawy A, Vicente-Serrano SM (2019) Twelve years of daily weather descriptions in North-America in the 18th century (Mexico City, 1775–1786). Bull Am Meteorol Soc. https://doi.org/10.1175/BAMS-D-18-0236.1

  • Eredia F (1921) Osservazioni Pluviometriche Raccolte a Tutto l’Anno 1915. Min LL PP Consiglio Superiore alle Acque 3(1):416–422

    Google Scholar 

  • Favaro GA (1906) Valori Normali dei Principali Elementi del Clima di Padova. Atti Mem Accad Patavina Sci Lett Arti 22:235–250

    Google Scholar 

  • Fernández-Fernández MI, Gallego MC, Dominguez-Castro F, Trigo RM, García JA, Vaquero JM, Gonzalez JM, Durán JC (2014) The climate in Zafra from 1750 to 1840. History and description of weather observation. Clim Chang 126:107–118

    Google Scholar 

  • Hemmer JJ (1783) Descriptio instrumentorum meteorologicorum, tam eorum, quam Societas distribuit, quam quibus praeter haec Manheimii utitur. Ephem Soc Meteorol Palat, Tomus 1:57–90

    Google Scholar 

  • Jurin J (1723) Invitatio ad observationes Meteorologicas communi consilio instituendas a Jacobo Jurin M. D. Soc. Reg Secr et Colleg Med Lond Socio. Philos Trans 379:422–427

  • Lorenzoni G (1873) Sulle Osservazioni Udometriche Eseguite a Padova dal 1725 al 1871, Mem Accad Sci Lett Arti, Padova. 22:71–134

  • Lorenzoni G (1921) I primordii dell’Osservatorio Astronomico di Padova. In: Favaro A (ed posthumous) Contributo del R. Istituto Veneto di Scienze, Lettere ed Arti, alla celebrazione del VII centenario della Università, Atti Ist Ven, pp. 31-94

  • Marani M, Zanetti S (2015) Long-term oscillations in rainfall extremes in a 268 year daily time series. Water Resour Res 51(1):639–647

    Google Scholar 

  • Millosevich E (1881) Sulla distribuzione della pioggia in Italia. Ann Uff Meteorol Ital, Ser. II, Vol. II. Tipografia Bodoniana, Rome

  • Morgagni GB (1740-1768) Handwritten Log. Library of the Astronomical Observatory, Padua

    Google Scholar 

  • Murphy C, Broderick C, Burt TP, Curley M, Duffy C, Hall J, Haarrigan S, Matthews TKR, Macdonald N, McCarthy G, McCharthy MP, Mullan D, Noone S, Osborn TJ, Ryan C, Sweeney J, Thorne PW, Walsh S, Wilby RL (2018) A 305-year continuous monthly rainfall series for the island of Ireland (1711–2016). Clim Past 14(3):413–440

    Google Scholar 

  • Padova E (1913) Il Clima di Padova, Ann. R. Uff. Centr. Meteorol. Geodin., Vol. XXXV, Rome

  • Pettitt AN (1979) A non-parametric approach to the change-point problem. Appl Stat 28:126–135

    Google Scholar 

  • Poleni G (1709) Johannis Poleni Miscellanea hoc est: I Dissertatio de Barometris et Termometris. Aloysium Pavinum, Venice

    Google Scholar 

  • Poleni G (1716–1725) Unpublished manuscripts, Mss. It., CL. IV, N.631, 5354. Marciana Library, Venice

  • Poleni G (1731) Viri Celeberrimi Johannis Marchionis Poleni, R. S. Lond. S ad virum Doctissimum Jacobum Jurinum, M.D.R.S.S. Epistola, qua continetur Summarium Observationum Meteorologicarum per sexennium Patavij habitarum, Philos Trans 421:201–216

  • Poleni G (1737) Letter to Jacopo Riccati, pg. 218. In: Soppelsa ML (ed) Jacopo Riccati - Giovanni Poleni: Carteggio (1715–42), Olschki, Florence (1997)

  • Poleni G (1738) Viri Celeberrimi Johannis Marchionis Poleni, R. S. Lond. S. ad virum Doctissimum Jacobum Jurinum, M.D.R.S.S. Epistola, qua continetur Summarium Observationum Meteorologicarum per sexennium Patavii habitarum, Philos Trans 448:239–248

  • Poleni G (1740) Ioannis Poleni ad nobilissimum virum comitem Alexandrum de Pompeiis patricium veronensem Epistola, qua nonnullae observationes astronomicae et meteorologicae continentur. Comm Acad Scient Petropol, Tomo VIII, pp 439–452

    Google Scholar 

  • Poleni G, Poleni F (1725-1764) Handwritten Log. Historical Library of the Astronomical Observatory, Padua

  • Pollaroli N (1764–67) Osservazoni Meteorologiche Venete – Monthly Tables. In: Orteschi P (ed) Giornale di Medicina. Milocco, Venice

  • Rodrigo FS, Esteban-Parra MJ, Castro-Díez Y (1994) An attempt to reconstruct the rainfall regime of Andalusia (southern Spain) from 1601 AD to 1650 AD using historical documents. Clim Chang 27:397–418

    Google Scholar 

  • Santos JA, Carneiro M, Alcoforado MJ, Leal S, Luz L, Camuffo D, Zorita E (2015) Calibration and multi-source consistency analysis of reconstructed precipitation series in Portugal since the early 17th century. Holocene 25(4):663–676

    Google Scholar 

  • Toaldo G (1770) Della Vera Influenza degli Astri, delle Stagioni e delle Mutazioni di Tempo, Saggio Meteorologico. Manfré, Padua

    Google Scholar 

  • Toaldo G (1786) Observationes meteorologicae Patavii ad Speculam peractae a Josepho Toaldo astronomiae Professore annis MDCCLXXX- MDCCLXXXI. In: Saggi Scient e Lett dell’Accad di Padova, Tomo I, Accademia, Padova, pp 1–285

  • Toaldo G and Chiminello V (1789) Observationes meteorologicae peractae in Specula Patavina annis MDCCLXXXII MDCCLXXXIII a Josepho Toaldo ac socio Vincentio Chiminello. In: Saggi Scient e Lett dell’Accad di Padova, Tomo II, Accademia, Padova, pp 247–272

  • Toaldo G (1794) Investigatio caloris plurium Italiae locorum, Saggi Scient e Lett dell'Accad di Padova, Tom. III, Pars I, Accademia, Padova pp 216–228

  • Toaldo G, Chiminello V (1794) Observationes meteorologicae in Specula Patavina peractae a Josepho Toaldo ac socio Vincentio Chiminello annis 1784-1785-1786. In: Saggi Scient e Lett dell’Accad di Padova, Tomo III, pars 1. Accademia, Padova, pp 423–460

    Google Scholar 

  • Todd B, Macdonald N, Chiverrell RC (2015) Revision and extension of the composite Carlisle rainfall record, northwest England: 1757-2012. Int J Climatol 35:3593–3607

    Google Scholar 

  • Valle G (1781) Pianta di Padova. The map was finished in China ink and watercolour by Valle G in 1781 and then etched and printed by Volpato G, Rome 1784

  • von Neumann J (1941) Distribution of the ratio of the mean square successive difference to the variance. Ann Math Stat 12:367–395

    Google Scholar 

  • Wales-Smith BG (1971) Monthly and annual totals of rainfall representative of Kew, Surrey, from 1697–1970. Meteorol Mag 100:345–362

    Google Scholar 

  • Wigley TML, Jones PD (1987) England and Wales precipitation: a discussion of recent changes in variability and updates to 1985. J Climatol 7:231–246

    Google Scholar 

  • Wigley TML, Lough JM, Jones PD (1984) Spatial patterns of precipitation in England and Wales and a revised homogenous England and Wales precipitation series. J Climatol 4:1–25

    Google Scholar 

  • WMO (1966) International Meteorological Vocabulary. WMO No 182 TP.91, World Meteorological Organization, Geneva

  • WMO (1975) International Cloud Atlas: manual on the observation of clouds and other meteors. Volume I, WMO No 407, World Meteorological Organization, Geneva

  • WMO (1992) International Meteorological Vocabulary, WMO No 182. World Meteorological Organization, Geneva

    Google Scholar 

  • Zantedeschi F (1869) Leggi del clima di Padova dedotte dalle osservazioni meteorologiche dal 1725 al 1860. Apollonio, Brescia

    Google Scholar 

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Acknowledgements

The authors are grateful to the Historical Archive of the Astronomical Observatory, Padua, and the Marciana Library, Venice, for free consultation and the kind permission to publish documents; Baron Arch. Mario Treves de’ Bonfili for having allowed access to the Poleni house; Dr. Riccardo Guolo and Dr. Francesco Rech, ARPAV, for the ARPAV and Water Magistrate datasets.

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Camuffo, D., della Valle, A., Becherini, F. et al. Three centuries of daily precipitation in Padua, Italy, 1713–2018: history, relocations, gaps, homogeneity and raw data. Climatic Change 162, 923–942 (2020). https://doi.org/10.1007/s10584-020-02717-2

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