메뉴 건너뛰기




Volumn 20, Issue 12, 2016, Pages 5049-5062

Using crowdsourced web content for informing water systems operations in snow-dominated catchments

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; CATCHMENTS; IMAGE PROCESSING; LAKES; REAL TIME SYSTEMS; WATER MANAGEMENT;

EID: 85007179490     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-20-5049-2016     Document Type: Article
Times cited : (24)

References (73)
  • 1
    • 84978744519 scopus 로고    scopus 로고
    • Value of long-term streamflow forecasts to reservoir operations for water supply in snowdominated river catchments
    • Anghileri, D., Voisin, N., Castelletti, A., Pianosi, F., Nijssen, B., and Lettenmaier, D.: Value of long-term streamflow forecasts to reservoir operations for water supply in snowdominated river catchments,Water Resour. Res., 52, 4209-4225, doi:10.1002/2015WR017864, 2016.
    • (2016) Water Resour. Res. , vol.52 , pp. 4209-4225
    • Anghileri, D.1    Voisin, N.2    Castelletti, A.3    Pianosi, F.4    Nijssen, B.5    Lettenmaier, D.6
  • 3
    • 27844501665 scopus 로고    scopus 로고
    • Potential impacts of a warming climate on water availability in snow-dominated regions
    • Barnett, T. P., Adam, J. C., and Lettenmaier, D. P.: Potential impacts of a warming climate on water availability in snow-dominated regions, Nature, 438, 303-309, 2005.
    • (2005) Nature , vol.438 , pp. 303-309
    • Barnett, T.P.1    Adam, J.C.2    Lettenmaier, D.P.3
  • 4
    • 85007213209 scopus 로고
    • Princeton University Press, Princeton
    • Bellman, R.: Dynamic programming, Princeton University Press, Princeton, 1957.
    • (1957) Dynamic Programming
    • Bellman, R.1
  • 5
    • 0343415039 scopus 로고    scopus 로고
    • Scaling issues in snow hydrology
    • Blöschl, G.: Scaling issues in snow hydrology, Hydrol. Process., 13, 2149-2175, 1999.
    • (1999) Hydrol. Process. , vol.13 , pp. 2149-2175
    • Blöschl, G.1
  • 6
    • 79959619528 scopus 로고    scopus 로고
    • Outdoor webcams as geospatial sensor networks: Challenges, issues and opportunities
    • Bradley, E. S. and Clarke, K. C.: Outdoor webcams as geospatial sensor networks: Challenges, issues and opportunities, Cartogr. Geogr. Inform., 38, 3-19, 2011.
    • (2011) Cartogr. Geogr. Inform. , vol.38 , pp. 3-19
    • Bradley, E.S.1    Clarke, K.C.2
  • 7
    • 0032376227 scopus 로고    scopus 로고
    • Spatial and temporal variability of Canadian monthly snow depths,1946-1995
    • Brown, R. D. and Braaten, R. O.: Spatial and temporal variability of Canadian monthly snow depths, 1946-1995, Atmos. Ocean, 36, 37-54, 1998.
    • (1998) Atmos. Ocean , vol.36 , pp. 37-54
    • Brown, R.D.1    Braaten, R.O.2
  • 9
    • 44349161626 scopus 로고    scopus 로고
    • Water reservoir control under economic, social and environmental constraints
    • Castelletti, A., Pianosi, F., and Soncini-Sessa, R.: Water reservoir control under economic, social and environmental constraints, Automatica, 44, 1595-1607, 2008.
    • (2008) Automatica , vol.44 , pp. 1595-1607
    • Castelletti, A.1    Pianosi, F.2    Soncini-Sessa, R.3
  • 10
    • 77956510727 scopus 로고    scopus 로고
    • Tree-based reinforcement learning for optimal water reservoir operation
    • Castelletti, A., Galelli, S., Restelli, M., and Soncini-Sessa, R.: Tree-based reinforcement learning for optimal water reservoir operation, Water Resour. Res., 46, W09507, doi:10.1029/2009WR008898, 2010.
    • (2010) Water Resour. Res. , vol.46 , pp. W09507
    • Castelletti, A.1    Galelli, S.2    Restelli, M.3    Soncini-Sessa, R.4
  • 11
    • 84987850104 scopus 로고    scopus 로고
    • A bottom-up approach to identifying the maximum operational adaptive capacity of water resource systems to a changing climate
    • Culley, S., Noble, S., Yates, A., Timbs, M., Westra, S., Maier, H., Giuliani, M., and Castelletti, A.: A bottom-up approach to identifying the maximum operational adaptive capacity of water resource systems to a changing climate, Water Resour. Res., 52, 6751-6768, doi:10.1002/2015WR018253, 2016.
    • (2016) Water Resour. Res. , vol.52 , pp. 6751-6768
    • Culley, S.1    Noble, S.2    Yates, A.3    Timbs, M.4    Westra, S.5    Maier, H.6    Giuliani, M.7    Castelletti, A.8
  • 12
    • 84893978591 scopus 로고    scopus 로고
    • Forest monitoring and social media-Complementary data sources for ecosystem surveillance?
    • Daume, S., Albert, M., and von Gadow, K.: Forest monitoring and social media-Complementary data sources for ecosystem surveillance?, Forest Ecol. Manag., 316, 9-20, 2014.
    • (2014) Forest Ecol. Manag. , vol.316 , pp. 9-20
    • Daume, S.1    Albert, M.2    Von Gadow, K.3
  • 13
    • 69249106902 scopus 로고    scopus 로고
    • Modelling snow melt and snowcover depletion in a small alpine cirque, Canadian Rocky Mountains
    • DeBeer, C. M. and Pomeroy, J.W.: Modelling snow melt and snowcover depletion in a small alpine cirque, Canadian Rocky Mountains, Hydrol. Process., 23, 2584-2599, 2009.
    • (2009) Hydrol. Process. , vol.23 , pp. 2584-2599
    • DeBeer, C.M.1    Pomeroy, J.W.2
  • 14
    • 84855446811 scopus 로고    scopus 로고
    • Remote sensing of snow - A review of available methods
    • Dietz, A. J., Kuenzer, C., Gessner, U., and Dech, S.: Remote sensing of snow - a review of available methods, Int. J. Remote Sens., 33, 4094-4134, 2012.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 4094-4134
    • Dietz, A.J.1    Kuenzer, C.2    Gessner, U.3    Dech, S.4
  • 15
    • 58249088308 scopus 로고    scopus 로고
    • Spatial variability of new snow amounts derived from a dense network of Alpine automatic stations
    • Egli, L.: Spatial variability of new snow amounts derived from a dense network of Alpine automatic stations, Ann. Glaciol., 49, 51-55, 2008.
    • (2008) Ann. Glaciol. , vol.49 , pp. 51-55
    • Egli, L.1
  • 16
    • 77954357645 scopus 로고    scopus 로고
    • Snow accumulation distribution inferred from time-lapse photography and simple modelling
    • Farinotti, D., Magnusson, J., Huss, M., and Bauder, A.: Snow accumulation distribution inferred from time-lapse photography and simple modelling, Hydrol. Process., 24, 2087-2097, 2010.
    • (2010) Hydrol. Process. , vol.24 , pp. 2087-2097
    • Farinotti, D.1    Magnusson, J.2    Huss, M.3    Bauder, A.4
  • 19
    • 67650299411 scopus 로고    scopus 로고
    • Measuring snow accumulation and ablation dynamics during rain-on-snow events: Innovative measurement techniques
    • Floyd, W. and Weiler, M.: Measuring snow accumulation and ablation dynamics during rain-on-snow events: innovative measurement techniques, Hydrol. Process., 22, 4805-4812, 2008.
    • (2008) Hydrol. Process. , vol.22 , pp. 4805-4812
    • Floyd, W.1    Weiler, M.2
  • 20
    • 84951972263 scopus 로고    scopus 로고
    • Social media as an information source for rapid flood inundation mapping
    • Fohringer, J., Dransch, D., Kreibich, H., and Schröter, K.: Social media as an information source for rapid flood inundation mapping, Nat. Hazards Earth Syst. Sci., 15, 2725-2738, doi:10.5194/nhess-15-2725-2015, 2015.
    • (2015) Nat. Hazards Earth Syst. Sci. , vol.15 , pp. 2725-2738
    • Fohringer, J.1    Dransch, D.2    Kreibich, H.3    Schröter, K.4
  • 21
    • 84899916378 scopus 로고    scopus 로고
    • A comparison of model-based and data-driven controller tuning
    • Formentin, S., Heusden, K., and Karimi, A.: A comparison of model-based and data-driven controller tuning, Int. J. Adapt. Control, 28, 882-897, 2012.
    • (2012) Int. J. Adapt. Control , vol.28 , pp. 882-897
    • Formentin, S.1    Heusden, K.2    Karimi, A.3
  • 22
    • 84877574535 scopus 로고    scopus 로고
    • Optimal input design for direct data-driven tuning of model-reference controllers
    • Formentin, S., Karimi, A., and Savaresi, S. M.: Optimal input design for direct data-driven tuning of model-reference controllers, Automatica, 49, 1874-1882, 2013.
    • (2013) Automatica , vol.49 , pp. 1874-1882
    • Formentin, S.1    Karimi, A.2    Savaresi, S.M.3
  • 24
    • 84879100709 scopus 로고    scopus 로고
    • From observation to the quantification of snow processes with a time-lapse camera network
    • Garvelmann, J., Pohl, S., and Weiler, M.: From observation to the quantification of snow processes with a time-lapse camera network, Hydrol. Earth Syst. Sci., 17, 1415-1429, doi:10.5194/hess-17-1415-2013, 2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , pp. 1415-1429
    • Garvelmann, J.1    Pohl, S.2    Weiler, M.3
  • 25
    • 84954329166 scopus 로고    scopus 로고
    • Is robustness really robust? How different definitions of robustness impact decision-making under climate change
    • Giuliani, M. and Castelletti, A.: Is robustness really robust? How different definitions of robustness impact decision-making under climate change, Climatic Change, 135, 409-424, 2016.
    • (2016) Climatic Change , vol.135 , pp. 409-424
    • Giuliani, M.1    Castelletti, A.2
  • 26
    • 84899038091 scopus 로고    scopus 로고
    • Manyobjective reservoir policy identification and refinement to reduce policy inertia and myopia in water management
    • Giuliani, M., Herman, J., Castelletti, A., and Reed, P.: Manyobjective reservoir policy identification and refinement to reduce policy inertia and myopia in water management, Water Resour. Res., 50, 3355-3377, 2014a.
    • (2014) Water Resour. Res. , vol.50 , pp. 3355-3377
    • Giuliani, M.1    Herman, J.2    Castelletti, A.3    Reed, P.4
  • 27
    • 84929833398 scopus 로고    scopus 로고
    • Universal approximators for direct policy search in multi-purpose water reservoir management: A comparative analysis
    • Cape Town (South Africa)
    • Giuliani, M., Mason, E., Castelletti, A., Pianosi, F., and Soncini-Sessa, R.: Universal approximators for direct policy search in multi-purpose water reservoir management: A comparative analysis, in: Proceedings of the 19th IFAC World Congress, Cape Town (South Africa), 2014b.
    • (2014) Proceedings of the 19th IFAC World Congress
    • Giuliani, M.1    Mason, E.2    Castelletti, A.3    Pianosi, F.4    Soncini-Sessa, R.5
  • 28
    • 84947756297 scopus 로고    scopus 로고
    • Making the most of data: An information selection and assessment framework to improve water systems operations
    • Giuliani, M., Pianosi, F., and Castelletti, A.: Making the most of data: an information selection and assessment framework to improve water systems operations, Water Resour. Res., 51, 9073-9093, 2015.
    • (2015) Water Resour. Res. , vol.51 , pp. 9073-9093
    • Giuliani, M.1    Pianosi, F.2    Castelletti, A.3
  • 29
    • 84955276734 scopus 로고    scopus 로고
    • Curses, tradeoffs, and scalable management: Advancing evolutionary multi-objective direct policy search to improve water reservoir operations
    • Giuliani, M., Castelletti, A., Pianosi, F., Mason, E., and Reed, P.: Curses, tradeoffs, and scalable management: advancing evolutionary multi-objective direct policy search to improve water reservoir operations, J. Water Res. Pl.-ASCE, 142, 04015050, doi:10.1061/(ASCE)WR.1943-5452.0000570, 2016a.
    • (2016) J. Water Res. Pl.-ASCE , vol.142 , pp. 04015050
    • Giuliani, M.1    Castelletti, A.2    Pianosi, F.3    Mason, E.4    Reed, P.5
  • 30
    • 84987837112 scopus 로고    scopus 로고
    • A coupled human-natural systems analysis of irrigated agriculture under changing climate
    • Giuliani, M., Li, Y., Castelletti, A., and Gandolfi, C.: A coupled human-natural systems analysis of irrigated agriculture under changing climate, Water Resour. Res., 52, 6928-6947, doi:10.1002/2016WR019363, 2016b.
    • (2016) Water Resour. Res. , vol.52 , pp. 6928-6947
    • Giuliani, M.1    Li, Y.2    Castelletti, A.3    Gandolfi, C.4
  • 31
    • 84995491827 scopus 로고    scopus 로고
    • Developing a representative snow monitoring network in a forested mountain watershed
    • in review
    • Gleason, K. E., Nolin, A. W., and Roth, T. R.: Developing a representative snow monitoring network in a forested mountain watershed, Hydrol. Earth Syst. Sci. Discuss., doi:10.5194/hess-2016-317, in review, 2016.
    • (2016) Hydrol. Earth Syst. Sci. Discuss.
    • Gleason, K.E.1    Nolin, A.W.2    Roth, T.R.3
  • 32
    • 84897561727 scopus 로고    scopus 로고
    • Stable isotope analysis of precipitation samples obtained via crowdsourcing reveals the spatiotemporal evolution of superstorm sandy
    • Good, S. P., Mallia, D. V., Lin, J. C., and Bowen, G. J.: Stable isotope analysis of precipitation samples obtained via crowdsourcing reveals the spatiotemporal evolution of superstorm sandy, PloS one, 9, e91117, doi:10.1371/journal.pone.0091117, 2014.
    • (2014) PloS One , vol.9
    • Good, S.P.1    Mallia, D.V.2    Lin, J.C.3    Bowen, G.J.4
  • 33
    • 77952645263 scopus 로고    scopus 로고
    • Public Internet-connected cameras used as a crosscontinental ground-based plant phenology monitoring system
    • Graham, E. A., Riordan, E. C., Yuen, E. M., Estrin, D., and Rundel, P. W.: Public Internet-connected cameras used as a crosscontinental ground-based plant phenology monitoring system, Global Change Biol., 16, 3014-3023, 2010.
    • (2010) Global Change Biol. , vol.16 , pp. 3014-3023
    • Graham, E.A.1    Riordan, E.C.2    Yuen, E.M.3    Estrin, D.4    Rundel, P.W.5
  • 34
    • 84887667705 scopus 로고    scopus 로고
    • Borg: An auto-adaptive many-objective evolutionary computing framework
    • Hadka, D. and Reed, P.: Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework, Evol. Comput., 21, 231-259, 2013.
    • (2013) Evol. Comput. , vol.21 , pp. 231-259
    • Hadka, D.1    Reed, P.2
  • 35
    • 0019912332 scopus 로고
    • Reliability, resilience, and vulnerability criteria for water resource system performance evaluation
    • Hashimoto, T., Stedinger, J., and Loucks, D.: Reliability, resilience, and vulnerability criteria for water resource system performance evaluation, Water Resour. Res., 18, 14-20, 1982.
    • (1982) Water Resour. Res. , vol.18 , pp. 14-20
    • Hashimoto, T.1    Stedinger, J.2    Loucks, D.3
  • 37
    • 0037058343 scopus 로고    scopus 로고
    • Automatic snow cover monitoring at high temporal and spatial resolution, using images taken by a standard digital camera
    • Hinkler, J., Pedersen, S. B., Rasch, M., and Hansen, B. U.: Automatic snow cover monitoring at high temporal and spatial resolution, using images taken by a standard digital camera, Int. J. Remote Sens., 23, 4669-4682, 2002.
    • (2002) Int. J. Remote Sens. , vol.23 , pp. 4669-4682
    • Hinkler, J.1    Pedersen, S.B.2    Rasch, M.3    Hansen, B.U.4
  • 40
    • 0035057170 scopus 로고    scopus 로고
    • Measuring snow and glacier ice properties from satellite
    • König, M., Winther, J.-G., and Isaksson, E.: Measuring snow and glacier ice properties from satellite, Rev. Geophys., 39, 1-27, 2001.
    • (2001) Rev. Geophys. , vol.39 , pp. 1-27
    • König, M.1    Winther, J.-G.2    Isaksson, E.3
  • 42
    • 82555173082 scopus 로고    scopus 로고
    • High temporal resolution monitoring of snow cover using oblique view ground-based pictures
    • Laffly, D., Bernard, E., Griselin, M., Tolle, F., Friedt, J.-M., Martin, G., and Marlin, C.: High temporal resolution monitoring of snow cover using oblique view ground-based pictures, Polar Rec., 48, 11-16, 2012.
    • (2012) Polar Rec. , vol.48 , pp. 11-16
    • Laffly, D.1    Bernard, E.2    Griselin, M.3    Tolle, F.4    Friedt, J.-M.5    Martin, G.6    Marlin, C.7
  • 44
    • 84954306371 scopus 로고    scopus 로고
    • Gauging extreme floods on YouTube: Application of LSPIV to home movies for the post-event determination of stream discharges
    • Le Boursicaud, R., Pénard, L., Hauet, A., Thollet, F., and Le Coz, J.: Gauging extreme floods on YouTube: application of LSPIV to home movies for the post-event determination of stream discharges, Hydrol. Process., 30, 90-105, 2016.
    • (2016) Hydrol. Process. , vol.30 , pp. 90-105
    • Le Boursicaud, R.1    Pénard, L.2    Hauet, A.3    Thollet, F.4    Le Coz, J.5
  • 45
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random Forest
    • Liaw, A. and Wiener, M.: Classification and regression by random Forest, R news, 2, 18-22, 2002.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 46
    • 10044282815 scopus 로고    scopus 로고
    • A robust dynamic programming algorithm to extract skyline in images for navigation
    • Lie, W.-N., Lin, T. C.-I., Lin, T.-C., and Hung, K.-S.: A robust dynamic programming algorithm to extract skyline in images for navigation, Pattern Recogn. Lett., 26, 221-230, 2005.
    • (2005) Pattern Recogn. Lett. , vol.26 , pp. 221-230
    • Lie, W.-N.1    Lin, T.C.-I.2    Lin, T.-C.3    Hung, K.-S.4
  • 47
    • 33745830827 scopus 로고    scopus 로고
    • Interpolating local snow depth data: An evaluation of methods
    • López-Moreno, J. and Nogués-Bravo, D.: Interpolating local snow depth data: an evaluation of methods, Hydrol. Process., 20, 2217-2232, 2006.
    • (2006) Hydrol. Process. , vol.20 , pp. 2217-2232
    • López-Moreno, J.1    Nogués-Bravo, D.2
  • 48
    • 84871924921 scopus 로고    scopus 로고
    • CrowdHydrology: Crowdsourcing hydrologic data and engaging citizen scientists
    • Lowry, C. S. and Fienen, M. N.: CrowdHydrology: crowdsourcing hydrologic data and engaging citizen scientists, GroundWater, 51, 151-156, 2013.
    • (2013) GroundWater , vol.51 , pp. 151-156
    • Lowry, C.S.1    Fienen, M.N.2
  • 50
    • 84937821619 scopus 로고    scopus 로고
    • Assimilating uncertain, dynamic and intermittent streamflow observations in hydrological models
    • Mazzoleni, M., Alfonso, L., Chacon-Hurtado, J., and Solomatine, D.: Assimilating uncertain, dynamic and intermittent streamflow observations in hydrological models, Adv. Water Res., 83, 323-339, 2015a.
    • (2015) Adv. Water Res. , vol.83 , pp. 323-339
    • Mazzoleni, M.1    Alfonso, L.2    Chacon-Hurtado, J.3    Solomatine, D.4
  • 51
    • 85007221255 scopus 로고    scopus 로고
    • Can assimilation of crowdsourced streamflow observations in hydrological modelling improve flood prediction?
    • Mazzoleni, M., Verlaan, M., Alfonso, L., Monego, M., Norbiato, D., Ferri, M., and Solomatine, D. P.: Can assimilation of crowdsourced streamflow observations in hydrological modelling improve flood prediction?, Hydrol. Earth Syst. Sci. Discuss., 12, 11371-11419, doi:10.5194/hessd-12-11371-2015, 2015b.
    • (2015) Hydrol. Earth Syst. Sci. Discuss. , vol.12 , pp. 11371-11419
    • Mazzoleni, M.1    Verlaan, M.2    Alfonso, L.3    Monego, M.4    Norbiato, D.5    Ferri, M.6    Solomatine, D.P.7
  • 55
    • 80051984559 scopus 로고    scopus 로고
    • Altitudinal dependency of snow amounts in two small alpine catchments: Can catchment-wide snow amounts be estimated via single snow or precipitation stations?
    • Newald, T. G. and Lehning, M.: Altitudinal dependency of snow amounts in two small alpine catchments: can catchment-wide snow amounts be estimated via single snow or precipitation stations?, Ann. Glaciol., 52, 153-158, 2011.
    • (2011) Ann. Glaciol. , vol.52 , pp. 153-158
    • Newald, T.G.1    Lehning, M.2
  • 56
    • 33749318365 scopus 로고    scopus 로고
    • Validation of MODIS snow cover images over Austria
    • Parajka, J. and Blöschl, G.: Validation of MODIS snow cover images over Austria, Hydrol. Earth Syst. Sci., 10, 679-689, doi:10.5194/hess-10-679-2006, 2006.
    • (2006) Hydrol. Earth Syst. Sci. , vol.10 , pp. 679-689
    • Parajka, J.1    Blöschl, G.2
  • 57
    • 43049092989 scopus 로고    scopus 로고
    • Spatio-temporal combination of MODIS images-potential for snow cover mapping
    • Parajka, J. and Blöschl, G.: Spatio-temporal combination of MODIS images-potential for snow cover mapping, Water Resour. Res., 44, W03406, doi:10.1029/2007WR006204, 2008.
    • (2008) Water Resour. Res. , vol.44 , pp. W03406
    • Parajka, J.1    Blöschl, G.2
  • 58
    • 84867191916 scopus 로고    scopus 로고
    • Potential of time-lapse photography of snow for hydrological purposes at the small catchment scale
    • Parajka, J., Haas, P., Kirnbauer, R., Jansa, J., and Blöschl, G.: Potential of time-lapse photography of snow for hydrological purposes at the small catchment scale, Hydrol. Process., 26, 3327-3337, 2012.
    • (2012) Hydrol. Process. , vol.26 , pp. 3327-3337
    • Parajka, J.1    Haas, P.2    Kirnbauer, R.3    Jansa, J.4    Blöschl, G.5
  • 59
    • 33745102849 scopus 로고    scopus 로고
    • Snow cover monitoring in Alpine regions using ENVISAT optical data
    • Pepe, M., Brivio, P., Rampini, A., Nodari, F., and Boschetti, M.: Snow cover monitoring in Alpine regions using ENVISAT optical data, Int. J. Remote Sens., 26, 4661-4667, 2005.
    • (2005) Int. J. Remote Sens. , vol.26 , pp. 4661-4667
    • Pepe, M.1    Brivio, P.2    Rampini, A.3    Nodari, F.4    Boschetti, M.5
  • 60
    • 84872300063 scopus 로고    scopus 로고
    • Stochastic dynamics of snow avalanche occurrence by superposition of Poisson processes
    • Perona, P., Daly, E., Crouzy, B., and Porporato, A.: Stochastic dynamics of snow avalanche occurrence by superposition of Poisson processes, P. R. Soc. A, 468, 4193-4208, 2012.
    • (2012) P. R. Soc. A , vol.468 , pp. 4193-4208
    • Perona, P.1    Daly, E.2    Crouzy, B.3    Porporato, A.4
  • 62
    • 0035510301 scopus 로고    scopus 로고
    • Edge, junction, and corner detection using color distributions
    • Ruzon, M. A. and Tomasi, C.: Edge, junction, and corner detection using color distributions, IEEE T. Pattern Anal., 23, 1281-1295, 2001.
    • (2001) IEEE T. Pattern Anal. , vol.23 , pp. 1281-1295
    • Ruzon, M.A.1    Tomasi, C.2
  • 63
    • 3543081934 scopus 로고    scopus 로고
    • Mountain Areas in Europe: Analysis of mountain areas in EU member states, acceding and other European countrie
    • Nordic Centre for Spatial Development
    • Schuler, M., Stucki, E., Roque, O., and Perlik, M.: Mountain Areas in Europe: Analysis of mountain areas in EU member states, acceding and other European countrie, Tech. Rep. 2002.CE.16.0.AT.136, Nordic Centre for Spatial Development, 2004.
    • (2004) Tech. Rep. 2002.CE.16.0.AT.136
    • Schuler, M.1    Stucki, E.2    Roque, O.3    Perlik, M.4
  • 64
    • 70350120724 scopus 로고    scopus 로고
    • On forecasting large and infrequent snow avalanches
    • Schweizer, J., Mitterer, C., and Stoffel, L.: On forecasting large and infrequent snow avalanches, Cold Reg. Sci. Technol., 59, 234-241, 2009.
    • (2009) Cold Reg. Sci. Technol. , vol.59 , pp. 234-241
    • Schweizer, J.1    Mitterer, C.2    Stoffel, L.3
  • 66
    • 85028405958 scopus 로고    scopus 로고
    • Assessing the utility of social media as a data source for flood risk management using a real-time modelling framework
    • in press
    • Smith, L., Liang, Q., James, P., and Lin,W.: Assessing the utility of social media as a data source for flood risk management using a real-time modelling framework, Journal of Flood Risk Management, doi:10.1111/jfr3.12154, in press, 2015.
    • (2015) Journal of Flood Risk Management
    • Smith, L.1    Liang, Q.2    James, P.3    Lin, W.4
  • 68
    • 24144458579 scopus 로고    scopus 로고
    • Metadata practices for consumer photos
    • Tesic, J.: Metadata practices for consumer photos, IEEE MultiMedia, 12, 86-92, 2005.
    • (2005) IEEE MultiMedia , vol.12 , pp. 86-92
    • Tesic, J.1
  • 69
    • 0029752470 scopus 로고    scopus 로고
    • Feature-based methods for large scale dynamic programming
    • Tsitsiklis, J. and Van Roy, B.: Feature-Based Methods for Large Scale Dynamic Programming, Mach. Learn., 22, 59-94, 1996.
    • (1996) Mach. Learn. , vol.22 , pp. 59-94
    • Tsitsiklis, J.1    Van Roy, B.2
  • 71
    • 33846531715 scopus 로고    scopus 로고
    • A test bed for new seasonal hydrologic forecasting approaches in the western United States
    • Wood, A. and Lettenmaier, D.: A test bed for new seasonal hydrologic forecasting approaches in the western United States, B. Am. Meteorol. Soc., 87, 1699-1712, doi:10.1175/BAMS-87-12-1699, 2006.
    • (2006) B. Am. Meteorol. Soc. , vol.87 , pp. 1699-1712
    • Wood, A.1    Lettenmaier, D.2
  • 72
    • 84963511088 scopus 로고    scopus 로고
    • A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control
    • Zatarain-Salazar, J., Reed, P., Herman, J., Giuliani, M., and Castelletti, A.: A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control, Adv. Water Resour., 92, 172-185, 2016.
    • (2016) Adv. Water Resour. , vol.92 , pp. 172-185
    • Zatarain-Salazar, J.1    Reed, P.2    Herman, J.3    Giuliani, M.4    Castelletti, A.5
  • 73
    • 0036115636 scopus 로고    scopus 로고
    • Approximating networks and extended Ritz method for the solution of functional optimization problems
    • Zoppoli, R., Sanguineti, M., and Parisini, T.: Approximating networks and extended Ritz method for the solution of functional optimization problems, J. Optimiz. Theory App., 112, 403-440, 2002.
    • (2002) J. Optimiz. Theory App. , vol.112 , pp. 403-440
    • Zoppoli, R.1    Sanguineti, M.2    Parisini, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.