Dinámica del manto de nieve en una pequeña cuenca de montaña mediterránea: el caso del río Tormes (Cuenca del Duero, España)
Keywords:
Cubierta de nieve, AVHRR-NOAA, MODIS, Modelo WRF-FSM, mediterráneo, cuenca de montañaAbstract
Recently, a homogeneous database has been generated to study the spatial-temporal dynamics of the snow cover in the Spanish peninsular territory, from remote sensing (AVHRR-NOAA and MODIS) and energy balance models (WRF-FSM). These data series used at regional scale show the uncertainty of their application in small headwaters to better understand the hydro-climatology of the same. Assuming the disparity of applied techniques, and the diversity of variables in which the estimates are expressed (snow cover, snow days, snow depth and snow water equivalent), the results obtained allow to describe the seasonal behavior of the snow cover in the study catchment, as well as its marked interannual variability. The results show that snow cover data are less useful for hydrological analysis than modeled series (WRF-FSM), which report the thickness and amount of snow water equivalent.
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ATIF, I.; MAHBOOB, M.A. & IQBAL, J. Snow cover area change assessment in 2003 and 2013 using MODIS data of the Upper Indus Basin, Pakistan. Journal of Himalayan Earth Sciences, 2015, Vol. 48, N° 2, p. 117-128.
AZORÍN-MOLINA, C.; BAENA-CALATRAVA, R.; ECHAVE-CALVO, I.; CORNELL, B.H.; VICENTE-SERRA- NO, S. & LÓPEZ-MORENO, J.I. A daytime over land algorithm for computing AVHRR convective cloud climatologies for the Iberian Peninsula and Balearic Islands. International Journal of Clima tology, 2013, N° 33, p. 2113-2128.
BARNETT, T.P.; ADAM, J.C. & LETTENMAIER, D.P. Potential impacts of a warming climate on water availability in snow-dominated regions. Nature, 2005, N° 438, p. 303-309.
BEGUERÍA, S.; LÓPEZ-MORENO, J.I.; LORENTE, A.; SEEGER, M. & GARCÍA-RUIZ, J.M. Assessing the effect of climate oscillations and land-use changes on stream-flow in the Central Spanish Pyre nees. Ambio, 2003, Vol. 33, N° 4, p. 283-286.
BENISTON, M.; KELLER, F.; KOFFI, B. & GOYETTE, S. Estimates of snow accumulation and volume in the Swiss Alps under changing climatic conditions. Theoretical and Applied Climatology, 2003, N° 76, p. 125-140.
BUISAN, S.; LÓPEZ-MORENO, J.I.; SANZ, M.A. & KOCHENDORFER, J. Impact of weather type va riability on winter precipitation, temperature and snowpack in the Spanish Pyrennees. Climate Research, 2016, N° 69, p. 79-92.
CEBALLOS-BARBANCHO, A. y MORÁN-TEJEDA, E. Evolución de las portaciones hídricas en una cuenca de montaña del Sistema Central: cabecera fluvial del río Tormes (1941-2004). Cuadernos de Investigación Geográfica, 2006, N° 32, p. 7-28.
CEBALLOS-BARBANCHO, A.; MORÁN-TEJEDA, E.; LUENGO-UGIDOS, M.A. & LLORENTE-PINTO, J.M. Water resources and environmental change in a Mediterranean environment: The south-west sec tor of the Duero river basin (Spain). Journal of Hydrology, 2008, N° 351, p. 126-138.
CORNWELL, E.; MOLOTCH, N.P. & MCPHEE, J. Spatio-temporal variability of snow water equivalent in the extra-tropical Andes Cordillera from distributed energy balance modeling and remotely sensed snow cover. Hydrology and Earth System Sciences, 2016, N° 20, p. 411-430.
DANKERS, R. & DE JONG, S.M. Monitoring snow cover dynamics in Northern Fennoscandia with SPOT VEGETATION images. International Journal of Remote Sensing, 2004, N° 25, p. 2933-2949.
DIETZ, A.J., KUENZER, C., GESSNER, U. & DECH, S. Remote sensing of snow - a review of available methods. International Journal of Remote Sensing , 2012a, Vol. 33, N° 13, p. 4094-4134.
DIETZ, A.J.; WOHNER, C. & KUENZER, C. European snow cover characteristics between 2000 and 2011 derived from improved MODIS daily snow cover products. Remote Sensing, 2012b, N° 4, p. 2432-2454.
DOZIER, J. Spectral signature of alpine snow cover from the Landsat Thematic Mapper. Remote Sensing of Environment, 1989, N° 28, p. 9-22.
ESSERY, R. A factorial snowpack model (FSM 1.0). Geoscience Model Development, 2015, Vol. 8, N° 12, p. 3867-3876.
ESTRELA, T. y FRANCÉS, M. Datos sobre la nieve y los glaciares en las cordilleras españolas. El pro grama ERHIN (1984-2008). Madrid: Ministerio de Medio Ambiente y Medio Rural y Marino, 2008.
FASSNACHT, S.R.; SEXSTONE, G.A.; KASHIPAZHA, A.H.; LÓPEZ-MORENO, J.I.; JASINSKI, M.J.; KAM- PF, S.K. & VON THADEN, B.C. Deriving snow-cover depletion curves for different spatial scales from remote sensing and snow telemetry data. Hydrological Processes, 2016, Vol. 30,N° 11, p. 1708-1717.
FAYAD, A.; GASCOIN, S.; FAOUR, G.; LÓPEZ-MORENO, J.I.; DRAPEAU, L.; LE PAGE, M. & ESCADAFAL, R. Snow hydrology in Mediterranean mountain regions: A review. Journal of Hydroly, 2017, N° 551, p. 374-396.
FAYAZ, N.; VAZIFEDOUST, M. & ARAGHINEJAD, S. Monitoring of snow cover variation using MODIS snow product. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2013, N° 40, p.165-168.
GARCÍA-RUIZ, J.M.; LÓPEZ-MORENO, J.I.; VICENTE-SERRANO, S.M.; LASANTA-MARTÍNEZ, T. & BEGUERÍA, S. Mediterranean water resources in a global change scenario. Earth-Science Review, 2011, Vol. 105, N° 3, p. 121-139.
GARCÍA-VALDECASAS OJEDA, M.; GÁMIZ-FORTIS, S.R.; CASTRO-DÍEZ, Y. & ESTEBAN-PARRA, M.J. Evaluation of WRF capability to detect dry and wet periods in Spain using drought índices. Journal of Geophysical Research: Atmospheres, 2017, Vol. 122; N° 3, p. 1569-1594.
GASCOIN, S.; HAGOLLE, O.; HUC, M.; JARLAN, L.; DEJOUX, J.F.; SZCZYPTA, C.; MARTI, R. & SÁN CHEZ, R. A snow cover climatology for the Pyrenees from MODIS snow products. Hydrology and Earth System Sciences , 2015, N° 19, p. 2337-2351.
GILABERTE-BURDALO, M.; LOPEZ-MARTIN, F.; PINO-OTIN, M.R. & LOPEZ-MORENO, J.I. Impacts of climate change on ski industry. Environmental Science & Policy, 2014, N° 44, p. 51-61.
HUBANKS, P.A.; KING, M.D.; PLATNICK, S. & PINCUS, R. MODIS algorithm theoretical basis docu ment no. ATBD-MOD-30 for level-3 global gridded atmosphere products. NASA, 2008.
LASANTA, T.; LAGUNA, M. & VICENTE-SERRANO, S.M. Do tourism-based ski resorts contribute to the homogeneous development of the Mediterranean mountains? A case study in the Central Spanish Pyrenees. Tourism Management, 2007, N° 28, p. 1326-1339.
LI, X.; FU, W.; SHEN, H.; HUANG, C. & ZHANG, L. Monitoring snow cover variability (2000-2014) in the Hengduan Mountains based on cloud-removed MODIS products with an adaptive spatio-tem poral weighted method. Journal of Hydrology , 2017, N° 551, p. 314-327.
LLORENTE-PINTO, J.M.; NAVARRO-SERRANO, F.J.; ALONSO-GONZÁLEZ, E. y CEBALLOS-BARBANCHO, A. Evolución reciente del manto de nieve en la España peninsular. En: ALLENDE, F.; CAÑADA, R;, FERNÁNDEZ-MAYORALES, G.; GÓMEZ, G.; LÓPEZ, N.; PALACIOS, A.; ROJO, F. y VIDAL, M.J. Naturaleza, territorio y ciudad en un mundo global. Madrid: Universidad Autónoma de Madrid, Asociación de Geógrafos Españoles, 2017, p. 200-209.
LÓPEZ-MORENO, J.I. & GARCÍA-RUIZ, J.M. Influence of snow accumulation and snowmelt on streamflow in the central Spanish Pyrenees. Hydrological Sciences Journal, 2004, Vol. 49, N°5, p. 787-802.
LÓPEZ-MORENO, J.I.; GOYETTE, S.; VICENTE-SERRANO, S.M. & BENISTON, M. Effects of climate change on the intensity and frequency of heavy snowfall events in the Pyrenees. Climatic Change, 2011, N° 105, p. 489-508.
MARCHANE, A.; JARLAN, L.; HANICH, L.; BOUDHAR, A.; GASCOIN, S.; TAVERNIER, A.; FILALI, N.; LE PAGE. M.; HAGOLLE, O. & BERJAMYE, B. Assessment of daily MODIS snow cover products to monitor snow cover dynamics over the Moroccan Atlas mountain range. Remote Sensing of Envi ronment, 2015, N° 160, p. 72-86.
MASKEY, S.; UHLENBROOK, S. & OJHA, S. An analysis of snow cover changes in the Himalayan region using MODIS snow products and in-situ temperature data. Climatic Change , 2011, N° 108, p. 391-400.
NAVARRO-SERRANO, F.M.; ALONSO-GONZÁLEZ, E.; SERRANO-NOTIVOLI, R.; SANMIGUEL-VA- LLELADO, A.; AZORÍN-MOLINA, C. y LÓPEZ-MORENO, J.I. Análisis comparativo de la superficie cubierta por nieve obtenida a partir de imágenes NOAA-AVHRR, MODIS-MOD10A1 y del modelo FSM-WRF. En: RUIZ-FERNÁNDEZ, J.; GARCÍA-HERNÁNDEZ, C.; OLIVA, M.; RODRÍGUEZ-PÉREZ, C. y GALLINAR, D. Ambientes periglaciares: avances en su estudio, valoración patrimonial y riesgos asociados . Oviedo: Servicio de Publicaciones de la Universidad de Oviedo , 2017, p. 199-206.
RIGGS, G.A.; HALL, D.K. & SALOMONSON, V.V. MODIS snow products user guide to collection 5. NASA, 2006.
RIGGS, G.A. & HALL, D.K. MODIS Snow Products Collection 6 User Guide. National Snow and Ice Data Center, 2015.
SAAVEDRA, F.A; KAMPF, S.K.; FASSNACHT, S.R. & SIBOLD, J.S. Changes in Andes snow cover from MODIS data, 2000-2016. The Cryosphere, 2018, N° 12, p. 1027-1046.
SANMIGUEL-VALLELADO, A.; MORÁN-TEJEDA, E.; ALONSO-GONZÁLEZ, E. & LÓPEZ-MORENO, J.I. Effect of snow on mountain river regimes: an example from the Pyrenees. Frontiers of Earth Scien ce, 2017, Vol. 11, N° 3, p. 515-530.
SKAMAROCK, W.C.; KLEMP, J.B.; DUDHIA, J.; GILL, D.O.; BARKER, D.M.; DUDHA, M.G.; HUANG, X.; WANG, W. & POWERS, J.G. Description of the Advanced Research WRF Version 3. NCAR Tech. Note NCAR/TN-475+STR. NCAR. Boulder: National Center for Atmospherie Research, 2008. Disponible en Internet: http://opensky.ucar.edu/islandora/object/technotes:500
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2018-12-03
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Ceballos-Barbancho, A., Llorente-Pinto, J. M. ., Alonso-González, E., & López-Moreno, J. I. . (2018). Dinámica del manto de nieve en una pequeña cuenca de montaña mediterránea: el caso del río Tormes (Cuenca del Duero, España). Revista De Geografía Norte Grande, (71), 9–34. Retrieved from https://revistanortegrande.uc.cl/index.php/RGNG/article/view/22687
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