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Original Articles

Semi-automatic derivation of channel network from a high-resolution DTM: the example of an Italian alpine region

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Pages 152-174 | Received 24 Apr 2012, Accepted 23 Oct 2012, Published online: 17 Feb 2017

References

  • Ardizzone F., Cardinali M., Galli M., Guzzetti F., Reichenbach P. (2007)—Identification and mapping of recent rainfall-induced landslides using elevation data collected by airborne Lidar. Natural Hazards and Earth System Sciences, 7 (6): 637–650. doi: http://dx.doi.org/10.5194/nhess-7-637-2007.
  • Band L.E. (1986)—Topographic Partition ofWatersheds with Digital ElevationModels. Water Resources Research, 22 (1): 15–24. doi: http://dx.doi.org/10.1029/WR022i001p00015.
  • Bodansky E., Gribov A., Pilouk M. (2002)—Smoothing and compression of lines obtained by raster-to-vector conversion. Graphics Recognition: Algorithms and Applications, 2390: 256–265. doi: http://dx.doi.org/10.1007/3-540-45868-9_22.
  • Booth A.M., Roering J.J., Perron J.T. (2009)—Automated landslide mapping using spectral analysis and high-resolution topographic data: Puget Sound lowlands, Washington, and Portland Hills, Oregon. Geomorphology, 109 (3–4): 132–147. doi: http://dx.doi.org/10.1016/j.geomorph.2009.02.027.
  • Brardinoni F., Hassan M.A., Rollerson T., Maynard D. (2009)—Colluvial sediment dynamics in mountain drainage basins. Earth and Planetary Science Letters, 284 (3–4): 310–319. doi: http://dx.doi.org/10.1016/j.epsl.2009.05.002.
  • Burrough P.A., McDonnell R.A. (1998)—Principles of Geographic Information Systems. Oxford University, Oxford.
  • Campbell J.B. (2008)—Introduction to remote sensing. Fourth edition. The Guilford Press, New York.
  • Carturan L., Cazorzi F., Dalla Fontana G. (2009)—Enhanced estimation of glacier mass balance in unsampled areas by means of topographic data. Annals of Glaciology, 50 (50): 37–46. doi: http://dx.doi.org/10.3189/172756409787769519.
  • Castellarin A., Dal Piaz G.V., Picotti V., Selli L., Cantelli L., Martin S., Montresor L., Rigatti G., Prosser G., Bollettinari G., Pellegrini G.B., Carton A., Nardin M. (2005)—Note illustrative della carta geologica d'Italia alla scala 1:50000, foglio 059 Tione di Trento. In: S.G.-P.A.d. Trento (Ed.). APAT and Dipartimento Difesa del Suolo—Servizio Geologico d'Italia. pp. 159.
  • Cavalli M., Marchi L. (2008)—Characterisation of the surface morphology of an alpine alluvial fan using airborne LiDAR. Natural Hazards and Earth System Sciences, 8 (2): 323–333. doi: http://dx.doi.org/10.5194/nhess-8-323-2008.
  • Cavalli M., Tarolli P., Marchi L., Dalla Fontana G. (2008)—The effectiveness of airborne LiDAR data in the recognition of channel-bed morphology. Catena, 73 (3): 249–260. doi: http://dx.doi.org/10.1016/j.catena.2007.11.001.
  • Cavalli M., Tarolli P. (2011)—Application of LiDAR technology for rivers analysis. Italian Journal of Engineering Geology and Environment, Special Issue 1: 33–44. doi:10.4408/IJEGE.2011-01.S-03.
  • Cavalli M., Trevisani S., Comiti F., Marchi L. (2012)—Geomorphometric assessment of spatial sediment connectivity in small Alpine catchments. Geomorphology. http://dx.doi.org/10.1016/j.geomorph.2012.05.007.
  • Cazorzi F., Dalla Fontana G., De Luca A., Sofia G., Tarolli P. (2012)—Drainage network detection and assessment of network storage capacity in agrarian landscape. Hydrological Processes, 27 (4): 541–553. doi: http://dx.doi.org/10.1002/hyp.9224.
  • Dalla Fontana G. (2005)—I processi di formazione del reticolo idrografico. In: C.V. D'Agostino V. (Ed.), Conoscere il sistema fiume in ambiente alpino. Pubblicazione del Corso di Cultura in Ecologia, Atti del 41.mo corso. Università di Padova. pp. 11–21.
  • Dalla Fontana G., Marchi L. (2003)—Slope-area relationships and sediment dynamics in two alpine streams. Hydrological Processes, 17 (1): 73–87. doi: http://dx.doi.org/10.1002/hyp.1115.
  • Desmet P.J.J., Poesen J., Govers G., Vandaele K. (1999)—Importance of slope gradient and contributing area for optimal prediction of the initiation and trajectory of ephemeral gullies. Catena, 37 (3–4): 377–392. doi: http://dx.doi.org/10.1016/S0341-8162(99)00027-2.
  • Dietrich W.E., Dunne T. (1993)—The channel head. In: K. Beven, M.J. Kirkby (Eds.), Channel network hydrology. Wiley, New York. pp. 176–219.
  • Dietrich W.E., Wilson C.J., Montgomery D.R., Mckean J. (1993)—Analysis of Erosion Thresholds, Channel Networks, and Landscape Morphology Using a Digital Terrain Model. Journal of Geology, 101 (2): 259–278. doi: http://dx.doi.org/10.1086/648220.
  • Frankel K.L., Dolan J.F. (2007)—Characterizing arid region alluvial fan surface roughness with airborne laser swath mapping digital topographic data. Journal of Geophysical Research-Earth Surface, 112 (F2). doi: http://dx.doi.org/10.1029/2006JF000644.
  • Hancock G.R., Evans K.G. (2006)—Channel head location and characteristics using digital elevation models. Earth Surface Processes and Landforms, 31 (7): 809–824. doi: http://dx.doi.org/10.1002/esp.1285.
  • Hengl T., Reuter H.I.E. (2009) Geomorphometry: Concepts, Software, Applications, 33. Elsevier, Amsterdam.
  • Lashermes B., Foufoula-Georgiou E., Dietrich W.E. (2007)—Channel network extraction from high resolution topography using wavelets. Geophysical Research Letters, 34 (23). doi: http://dx.doi.org/10.1029/2007GL031140.
  • Marchi L., Dalla Fontana G., Cavalli M., Tagliavini F. (2008)—Rocky Headwaters in the Dolomites, Italy: Field Observations and Topographic Analysis. Arctic Antarctic and Alpine Research, 40 (4): 685–694. doi: http://dx.doi.org/10.1657/1523-0430(07–037)[MARCHI]2.0.CO;2.
  • McKean J., Roering J. (2004)—Objective landslide detection and surface morphology mapping using high-resolution airborne laser altimetry. Geomorphology, 57 (3–4): 331–351. doi: http://dx.doi.org/10.1016/S0169-555X(03)00164-8.
  • Molloy I., Stepinski T.F. (2007)—Automatic mapping ofvalley networks on Mars. Computers & Geosciences, 33 (6): 728–738. doi: http://dx.doi.org/10.1016/j.cageo.2006.09.009.
  • Montgomery D.R., Dietrich W.E. (1988)—Where do channels begin? Nature, 336 (6196): 232–234. doi: http://dx.doi.org/10.1038/336232a0.
  • Montgomery D.R., Dietrich W.E. (1992)—Channel Initiation and the Problem of Landscape Scale. Science, 255 (5046): 826–830. doi: http://dx.doi.org/10.1126/science.255.5046.826.
  • Montgomery D.R., Foufoula-Georgiou E. (1993)—Channel Network Source Representation Using Digital Elevation Models. Water Resources Research, 29 (12): 3925–3934. doi: http://dx.doi.org/10.1029/93WR02463.
  • Notebaert B., Verstraeten G., Govers G., Poesen J. (2009)—Qualitative and quantitative applications of LiDAR imagery in fluvial geomorphology. Earth Surface Processes and Landforms, 34 (2): 217–231. doi: http://dx.doi.org/10.1002/esp.1705.
  • Orlandini S., Tarolli P., Moretti G., Dalla Fontana G. (2011)—On the prediction of channel heads in a complex alpine terrain using gridded elevation data. Water Resources Research, 47: W02538. doi: http://dx.doi.org/10.1029/2010WR009648.
  • Passalacqua P., Tarolli P., Fuofoula-Georgiou E. (2010)—Testing space-scale methodologies for automatic geomorphic feature extraction from LiDAR in a complex mountainous landscape. Water Resources Research, 46: W11535. doi: http://dx.doi.org/10.1029/2009WR008812.
  • Peuker T.K., Douglas D.H. (1975)—Detection of surface-specific points by local parallel processing of discrete terrain elevation data. Computer Graphics and Image Processing, 4 (4): 375–387. doi: http://dx.doi.org/10.1016/0146-664X(75)90005-2.
  • Pirotti F., Grigolato S., Lingua E., Sitzia T., Tarolli P. (2012)—Laser scanner applications in forest and environmental sciences. Italian Journal of Remote Sensing, 44 (1): 109–123. doi: http://dx.doi.org/10.5721/ItJRS20124419.
  • Sofia G., Tarolli P., Cazorzi F., Dalla Fontana G. (2011)—An objective approach for feature extraction: distribution analysis and statistical descriptors for scale choice and channel network identification. Hydrology and Earth System Sciences, 15 (5): 1387–1402. doi: http://dx.doi.org/10.5194/hess-15-1387-2011.
  • Staley D.M., Wasklewicz T.A., Blaszczynski J.S. (2006)—Surficial patterns of debris flow deposition on alluvial fans in Death Valley, CA using airborne laser swath mapping data. Geomorphology, 74 (1–4): 152–163. doi: http://dx.doi.org/10.1016/j.geomorph.2005.07.014.
  • Tarboton D.G. (1997)—A new methodfor the determination of flow directions and upslope areas in grid digital elevation models. Water Resources Research, 33 (2): 309–319. doi: http://dx.doi.org/10.1029/96WR03137.
  • Tarboton D.G., Ames D.P. (2001)—Advances in the mapping of flow networks from digital elevation data. Proceedings of World Water and Environmental Resources Congress, Orlando, Florida.
  • Tarboton D.G., Bras R.L., Rodrigueziturbe I. (1991)—On the Extraction of Channel Networks from Digital Elevation Data. Hydrological Processes, 5 (1): 81–100. doi: http://dx.doi.org/10.1002/hyp.3360050107.
  • Tarboton D.G., Bras R.L., Rodrigueziturbe I. (1992)—A Physical Basis for Drainage Density. Geomorphology, 5 (1–2): 59–76. doi: http://dx.doi.org/10.1016/0169-555X(92)90058-V.
  • Tarolli P., Arrowsmith J.R., Vivoni E.R. (2009)—Understanding earth surface processes from remotely sensed digital terrain models. Geomorphology, 113 (1–2): 1–3. doi: http://dx.doi.org/10.1016/j.geomorph.2009.07.005.
  • Tarolli P., Dalla Fontana G. (2009)—Hillslope-to-valley transition morphology: New opportunities from high resolution DTMs. Geomorphology, 113 (1–2): 47–56. doi: http://dx.doi.org/10.1016/j.geomorph.2009.02.006.
  • Tarolli P., Sofia G., Dalla Fontana G.D. (2012)—Geomorphic features extraction from highresolution topography: landslide crowns and bank erosion. Natural Hazards, 61 (1): 65–83. doi: http://dx.doi.org/10.1007/s11069-010-9695-2.
  • Thommeret N., Bailly J.S., Puech C. (2010)—Extraction of thalweg networks from DTMs: application to badlands. Hydrology and Earth System Sciences, 14 (8): 1527–1536. doi: http://dx.doi.org/10.5194/hess-14-1527-2010.
  • Trevisani S., Cavalli M., Marchi L. (2009)—Variogram mapsfrom LiDAR data as fingerprints of surface morphology on scree slopes. Natural Hazards and Earth System Sciences, 9 (1): 129–133. doi: http://dx.doi.org/10.5194/nhess-9-129-2009.
  • Trevisani S., Cavalli M., Marchi L. (2010)—Reading the bed morphology of a mountain stream: a geomorphometric study on high-resolution topographic data. Hydrology and Earth System Sciences, 14 (2): 393–405. doi: http://dx.doi.org/10.5194/hess-14-393-2010.
  • Trevisani S., Cavalli M., Marchi L. (2012)—Surface texture analysis of a high-resolution DTM: Interpreting an alpine basin. Geomorphology, 161: 26–39. doi: http://dx.doi.org/10.1016/j.geomorph.2012.03.031.
  • Van Den Eeckhaut M., Poesen J., Verstraeten G., Vanacker V., Moeyersons J., Nyssen J., van Beek L.P.H. (2005)—The effectiveness of hillshade maps and expert knowledge in mapping old deep-seated landslides. Geomorphology, 67 (3–4): 351–363. doi: http://dx.doi.org/10.1016/j.geomorph.2004.11.001.
  • Verdin K.L., Verdin J.P. (1999)—A topological system for delineation and codification of the Earth's river basins. Journal of Hydrology, 218 (1–2): 1–12. doi: http://dx.doi.org/10.1016/S0022-1694(99)00011-6.
  • Vianello A., Cavalli M., Tarolli P. (2009)—LiDAR-derived slopes for headwater channel network analysis. Catena, 76 (2): 97–106. doi: http://dx.doi.org/10.1016/j.catena.2008.09.012.
  • Yokoyama R., Shirasawa M., Pike R.J. (2002)—Visualizing topography by Openness: A new application of image processing to digital elevation models. Photogrammetric Engineering and Remote Sensing, 68 (3): 257–265.