Abstract
Knowledge of paleoclimates and past climate change is important to put recent and future climate change in perspective. In the absence of well-developed methodology to reconstruct paleoprecipitation the majority of climate reconstructions focus on temperature, whereas precipitation is an equally important climate parameter. This paper explores the possibility of inferring paleoprecipitation from lake-level records by inverse hydrological modelling. Pollen spectra of a lacustrine sediment core were used to infer changes in past temperatures and lake levels during the past 14,000 years. A hydrological model that calculates lake levels using meteorological parameters and a digital terrain model were developed for the catchment area of Lake La Cocha. After calibration the model accurately simulated modern lake levels. A sensitivity analysis shows that the model results are most sensitive to temperature and precipitation. This hydrological model was subsequently used to estimate mean annual precipitation needed to reproduce the pollen-based reconstructed lake levels (inverse modelling). The lake currently discharges through the permanent Guamués River, with a modelled mean annual discharge of 3.6 m3 s−1. However, past lake levels and hydrological modelling results suggest that Lake La Cocha has been free of discharge during most of the Holocene, and after an intermittent phase only recently started discharging permanently. The uncertainty in the inferred precipitation during the discharge-free period is estimated at ~22 mm. Quasi stable lake levels seem to justify using equilibrium conditions when reconstructing precipitation. Early Holocene lake levels were ~10 m lower than modern values, implying that precipitation must have been 30–40 % less than today.
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References
ASTM (1993) Standard method for open-channel flow measurement of water with thin-plate weirs. American Society for Testing and Materials, Document nr. ASTM D5242
Baker PA, Fritz SC, Garland J, Ekdahl E (2005) Holocene hydrologic variation at Lake Titicaca, Bolivia/Peru, and its relationship to North Atlantic climate variation. J Quat Sci 20:655–662
Bakker J, Moscol Olivera M, Hooghiemstra H (2008) Holocene environmental change at the upper forest line in northern Ecuador. Holocene 18:877–893
Benson LV, Lund SP, Burdett JW, Kashgarian M, Rose TP, Smoot JP, Schwartz M (1998) Correlation of late Pleistocene lake-level oscillations in Mono Lake, California, with north Atlantic climate events. Quat Res 49:1–10
Bergner AGN, Trauth MH, Bookhagen B (2003) Paleoprecipitation estimates for the Lake Naivasha basin (Kenya) during the last 175 ky using a lake-balance model. Glob Planet Change 36:117–136
Blodgett TA, Lenters JD, Isacks BL (1997) Constraints on the origin of paleolake expansions in the Central Andes. Earth Interact 1:28
Bogotá-Angel RG, Groot MHM, Hooghiemstra H, Lourens LJ, Van der Linden M, Berrio JC (2011) Rapid climate change from north Andean Lake Fúquene pollen records driven by obliquity: implications for a basin-wide biostratigraphic zonation. Quat Sci Rev 30:3321–3337
Bookhagen B, Haselton K, Trauth MH (2001) Hydrological modelling of a Pleistocene landslide-dammed lake in the Santa Maria Basin, NW Argentina. Palaeogeogr Palaeoclimatol Palaeoecol 169:113–127
Briffa KR (2000) Annual climate variability in the Holocene: interpreting the message of ancient trees. Quat Sci Rev 19:87–105
Brunt D (1932) Notes on radiation in the atmosphere. Q J R Meteorol Soc 58:389–420
Buytaert W, Wyseure G, De Bièvre B, Deckers J (2005) The effect of land-use changes on the hydrological behaviour of Histic Andosols in south Ecuador. Hydrol Process 19:3985–3997
Gibson JJ, Prepas EE, McEchern P (2002) Quantitative comparison of lake throughflow, residency, and catchment runoff using stable isotopes: modeling and results from a regional survey of Boreal lakes. J Hydrol 262:128–144
González-Carranza Z, Hooghiemstra H, Vélez MI (2012) Major altitudinal shifts in Andean vegetation on the Amazonian flank show temporary loss of biota in the Holocene. Holocene 22:1227–1241
Groot MHM, Bogotá RG, Lourens LJ, Hooghiemstra H, Vriend M, Berrio JC, Tuenter E, Van der Plicht J, Van Geel B, Ziegler M, Weber SL, 14 other project members (2011) Ultra-high resolution pollen record from the northern Andes reveals rapid shifts in montane climates within the last two glacial cycles. Clim Past 7:299–316
Hastenrath S, Kutzbach J (1985) Late Pleistocene climate and water budget of the South American altiplano. Quat Res 24:249–256
Hooghiemstra H (1984) Vegetational and climatic history of the high plain of Bogotá, Colombia. Dissertationes Botanicae 79:1–368 J. Cramer Verlag, Vaduz
IPCC (2007) 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, p 996
ISO (1980) Water flow measurement in open channels using weirs and venturi flumes—Part 1: Thin plate weirs. International Organization of Standards, Geneva, Switzerland, p 1438
Jansen E, Overpeck J, Briffa KR, Duplessy J-C, Joos F, Masson-Delmotte V, Olago D, Otto-Bliesner B, Peltier WR, Rahmstorf S, Ramesh R, Raynaud D, Rind D, Solomina O, Villalba R, Zhang D (2007) Palaeoclimate. Chapter 6 in IPCC (2007), pp 433–497
Javellas R, Thouret JC (1995) A study of temperatures from the meteorological stations of the Parque Los Nevados transect, Central Cordillera, Colombia. In: Van der Hammen T, dos Santos AG (eds) La Cordillera Central colombiana transecto Parque Los Nevados. Studies of Tropical Andean Ecosystems 4. Cramer, Berlin-Stuttgart, pp 241–278
Jones PD, Briffa KR, Barnett TP, Tett SFB (1998) High-resolution palaeoclimatic records for the last millennium: interpretation, integration and comparison with General Circulation Model control-run temperatures. Holocene 8:455–471
Le Treut H, Somerville R, Cubasch U, Ding Y, Mauritzen C, Mokssit A, Peterson T, Prather M (2007) Historical overview of climate change. Chapter 1 in IPCC (2007), pp 93–127
Leng Q, Yang H (2009) A new approach to reconstruct Paleogene atmospheric hydrology at high latitudes. Sci Found China 17:46–49
Mann ME, Bradley RS, Hughes MK (1999) Northern hemisphere temperatures during the past millennium: inferences, uncertainties, and limitations. Geophys Res Lett 26:759–762
Marchant R, Behling H, Berrio JC, Cleef A, Duivenvoorden J, Hooghiemstra H, Kuhry P, Melief B, Van Geel B, Van der Hammen T, Van Reenen G, Wille M (2001) Mid- to Late-Holocene pollen-based biome reconstructions for Colombia. Quat Sci Rev 20:1289–1308
Matabanchoy JC, López OD (1999) Pasto entre la sed y el agua. Associación para el Desarollo Campesino, Medellín, Colombia
Mayr C, Lucke A, Stichler W, Trimborn P, Ercolano B, Oliva G, Ohlendorf C, Soto J, Fey M, Haberzettl T, Janssen S, Schäbitz F, Schleser HH, Wille M, Zolitschka B (2007) Precipitation origin and evaporation of lakes in semi-arid Patagonia (Argentina) inferred from stable isotopes (δ18O, δ2H). J Hydrol 334:53–63
Moberg A, Sonechkin DM, Holmgren K, Datsenko NM, Karlen W (2005) Highly variable Northern Hemisphere temperatures reconstructed from low- and high-resolution proxy data. Nature 433:613–617
Molina D, Jojoa L (2007) Composición, estructura y usos de los bosques aledaños en la laguna de la Cocha, Departemento de Nariño, Colombia. Unpublished report Universidad de Antioquia, and Asociacion para el Desarrollo Campesino, Medellín, Colombia: 91 pp
Moreno Díaz CA (2004) Proyecto de incentivos para la laguna de La Cocha como sitio Ramsar; Informe final primera fase. Instituto Alexander Von Humboldt, Bogotá, Colombia, p 89
Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proc R Soc Lond Ser A 193:120–146
Petit JR, Jouzel J, Raynaud D, Barkov NI, Barnola J-M, Bender, Basile M, Chappellaz J, Davis M, Delaygue G, Delmotte M, Kotlyakov VM, Legrand M, Lipenkov VY, Lorius C, Pépin L, Ritz C, Saltzman E, Stievenard M (1999) Climate and atmospheric history of the past 420,000 years from the Vostok ice core, Antarctica. Nature 399:429–436
Petty GW (2004) A first course in atmospheric radiation. Sundog Publishing, Madison, p 445
Poulenard J, Podwojewski P, Janeau JL, Collinet J (2001) Runoff and soil erosion under rainfall simulation of Andisols from the Ecuadorian páramo: effect of tillage and burning. Catena 45:185–207
Randall DA, Wood RA, Bony S, Colman R, Fichefet T, Fyfe J, Kattsov V, Pitman A, Shukla J, Srinivasan J, Stouffer RJ, Sumi A, Taylor K.E (2007) Climate models and their evaluation. Chapter 8 in IPCC (2007), pp 589–662
Rowe HD, Dunbar RB (2004) Hydrologic-energy balance constraints on the Holocene lake-level history of Lake Titicaca, South America. Clim Dyn 23:439–454
Ryskov YG, Velichko AA, Nikolaev VI, Oleinik SA, Timireva SN, Nechaev VP, Panin PG, Morozova TD (2008) Reconstruction of the palaeotemperature and precipitation in the Pleistocene according to the isotope composition of humus and carbonates in loess on the Russian Plain. Eurasian Soil Sci 41:937–945
Shabalova MV, Können GP, Borzenkova II (1999) Precipitation change: model simulations and paleoreconstructions. Clim Change 42:693–712
Summerfield MA (1991) Global geomorphology. Wiley, New York, p 537
Tenues E (2002) Aquatic plant communities in lakes of the páramos of north and south of Ecuador. Caldasia 24:379–391
Tonneijck FH, Jansen B, Nierop KGJ, Verstraten JM, Sevink J, De Lange L (2010) Towards understanding of carbon stocks and stabilization in volcanic ash soils in natural Andean ecosystems of northern Ecuador. Eur J Soil Sci 61:392–405
Torres V, Vandenberghe J, Hooghiemstra H (2006) An environmental reconstruction of the sediment infill of the Bogotá basin (Colombia) during the last 3 million years from abiotic and biotic proxies. Palaeogeogr Palaeoclimatol Palaeoecol 226:127–148
Van ‘t Veer R, Hooghiemstra H (2000) Montane forest evolution during the last 650,000 years in Colombia: a multivariate approach based on pollen record Funza-I. J Quat Sci 15:329–346
Van Boxel JH (2001) Climate change and precipitation: detecting changes. Meteorol Colomb 3:21–31. http://www.science.uva.nl/~jboxel/Publications/PDFs/MCOL01-Boxel.pdf
Van Boxel JH (2002) Modelling global radiation for the Portofino area in Italy. Unpublished report of the Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, The Netherlands, p 21 http://www.science.uva.nl/~jboxel/Publications/PDFs/REP_02-Portofino_ALL.pdf
Vis M (1989) Processes and patterns of erosion in natural and disturbed Andean forest ecosystems. Unpublished PhD thesis, University of Amsterdam, The Netherlands, p 115
Acknowledgments
This research was funded by The Netherlands Organisation for Tropical Research, grant WB 84-636 to H. Hooghiemstra and Z. González-Carranza. We thank J.C. Berrío and L. Bremond for support in the field. M. Blaauw supported us with the development of the age model. Prof. Georges Gorin (Genève), Marcela Jojoa and Paula Muñoz are acknowledged for helpful information on the outlet of Lake La Cocha, an area we could not visit during our field work because of political instability. We thank two anonymous reviewers for constructive comments on an earlier version of this paper.
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Van Boxel, J.H., González-Carranza, Z., Hooghiemstra, H. et al. Reconstructing past precipitation from lake levels and inverse modelling for Andean Lake La Cocha. J Paleolimnol 51, 63–77 (2014). https://doi.org/10.1007/s10933-013-9755-1
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DOI: https://doi.org/10.1007/s10933-013-9755-1