streamflow reconstructions
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Hydrology ◽  
2021 ◽  
Vol 9 (1) ◽  
pp. 8
Author(s):  
Giuseppe Formetta ◽  
Glenn Tootle ◽  
Giacomo Bertoldi

The Adige River Basin (ARB) provides a vital water supply source for varying demands including agriculture (wine production), energy (hydropower) and municipal water supply. Given the importance of this river system, information about past (paleo) drought and pluvial (wet) periods would quantity risk to water managers and planners. Annual streamflow data were obtained for four gauges that were spatially located within the upper ARB. The Old World Drought Atlas (OWDA) provides an annual June–July–August (JJA) self-calibrating Palmer Drought Severity Index (scPDSI) derived from 106 tree-ring chronologies for 5414 grid points across Europe from 0 to 2012 AD. In lieu of tree-ring chronologies, the OWDA dataset was used as a proxy to reconstruct both individual gauge and ARB regional streamflow from 0 to 2012. Principal component analysis (PCA) was applied to the four ARB streamflow gauges to generate one representative vector of regional streamflow. This regional streamflow vector was highly correlated with the four individual gauges, as coefficient of determination (R2) values ranged from 85% to 96%. Prescreening methods included correlating annual streamflow and scPDSI cells (within a 450 km radius) in which significant (p ≤ 0.01 or 99% significance) scPDSI cells were identified. The significant scPDSI cells were then evaluated for temporal stability to ensure practical and reliable reconstructions. Statistically significant and temporally stable scPDSI cells were used as predictors (independent variables) to reconstruct streamflow (predictand or dependent variable) for both individual gauges and at the regional scale. This resulted in highly skillful reconstructions of upper ARB streamflow from 0 to 2012 AD. Multiple drought and pluvial periods were identified in the paleo record that exceed those observed in the recent, historic record. Moreover, this study concurred with streamflow reconstructions in nearby European watersheds.


2020 ◽  
Author(s):  
Jean-Philippe Vidal ◽  
Alexandre Devers ◽  
Claire Lauvernet ◽  
Olivier Vannier ◽  
Laurie Caillouet ◽  
...  

<p>The recently developed French hYdrometerological Reanalysis (FYRE) covers the period 1871-2012 and provide high-resolution ensemble reconstructions of both climate and hydrology over France. FYRE Climate combines a statistical downscaling of the global Twentieth Century reanalysis (Caillouet <em>et al.</em>, 2019) with in-situ station observations through Ensemble Kalman filter (EnKF) data assimilation (Devers <em>et al.</em>, 2020). FYRE Climate is composed of 25 members of daily temperature and precipitation fields on a 8~km grid over France. It served as forcings for a conceptual hydrological model over 661 near-natural catchments to build streamflow reconstructions spanning 142 years. These reconstructions have then been combined with historical streamflow observations, again through EnKF data assimilation, to build the FYRE Hydro 25-member daily hydrological reanalysis over the 661 catchments.</p><p>FYRE Hydro is here validated with various types of documentary evidence (poem, complaint letter, and photograph), focusing on extreme low-flow events and their spatial and temporal fingerprint. They serve as examples of naturally extreme hydrological events that are exacerbated through human interventions, the magnitude of which has yet to be consistently quantified over the course of the Anthropocene.</p><p> </p><p>References</p><p>Caillouet, L., Vidal, J.-P., Sauquet, E., Graff, B., Soubeyroux, J.-M. (2019) SCOPE Climate: a 142-year daily high-resolution ensemble meteorological reconstruction dataset over France. <em>Earth System Science Data</em>, 11, 241-260. https://doi.org./10.5194/essd-11-241-2019</p><p>Devers, A., Vidal, J.-P., Lauvernet, C., Graff, B., Vannier, O. (2020) A framework for high-resolution meteorological surface reanalysis through offline data assimilation in an ensemble of downscaled reconstructions. <em>Quarterly Journal of the Royal Meteorological Society</em>. https://doi.org./10.1002/qj.3663</p>


2015 ◽  
Vol 64 ◽  
pp. 132-152 ◽  
Author(s):  
Kathryn J. Allen ◽  
Greg Lee ◽  
Fiona Ling ◽  
Stuart Allie ◽  
Mark Willis ◽  
...  

2015 ◽  
Vol 51 (7) ◽  
pp. 5487-5503 ◽  
Author(s):  
K. J. Allen ◽  
S. C. Nichols ◽  
R. Evans ◽  
E. R. Cook ◽  
S. Allie ◽  
...  

The Holocene ◽  
2015 ◽  
Vol 25 (7) ◽  
pp. 1093-1101 ◽  
Author(s):  
David M Meko ◽  
Jonathan M Friedman ◽  
Ramzi Touchan ◽  
Jesse R Edmondson ◽  
Eleanor R Griffin ◽  
...  

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