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Hydro-Geomorphology - Models and Trends Chapter 5 Digital Elevation Models in Geomorphology - Bartłomiej Szypuła


Hydro-Geomorphology - Models and Trends

Chapter 5

Digital Elevation Models in Geomorphology

Bartłomiej Szypuła

Additional information is available

at the end of the chapter


Abstract

 This chapter presents place of geomorphometry in contemporary geomorphology. The focus is on discussing digital elevation models (DEMs) that are the primary data source for the analysis. One has described the genesis and definition, main types, data sources and available free global DEMs. Then we focus on landform parameters, starting with primary morphometric parameters, then morphometric indices and at last examples of morphometric tools available in geographic information system (GIS) packages. The last section briefly discusses the landform classification systems which have arisen in recent years. 

Keywords: geomorphometry, DEM, DTM, LiDAR, morphometric variables and parameters, landform classification, ArcGIS, SAGA


Figure 1. Example of the GRID model (A), and TIN model (B).



Figure 2. Elevation map (A), and simplified Hammond’s landform classification (B).


Figure 3. Classification of form elements by plan and profile curvature (after Dikau [124]).



Figure 4. Elevation map (A), and TPI 3-category slope classification (B).


References
[1] de Margerie E. Geologie. Polybiblion Revue Bibliographique Universelle. Partie litteraire. 1886;2(24):310-330
[2] Bauer BO. Geomorphology. In: Goudie AS, editor. Encyclopedia of Geomorphology. London & New York: Taylor & Francis e-Library; 2006. pp. 428-435
[3] Huggett RJ. Fundamentals of Geomorphology. Routledge Fundamentals of Physical Geography. New York: Taylor & Francis e-Library; 2005. p. 386
[4] Klimaszewski M. Geomorfologia. 6th ed. Warszawa: PWN; 1980. p. 1063
[5] Davis WM. The rivers and valleys of Pennsylvania. National Geographical Magazine. 1889;1: 183-253. (Also in Geographical Essays)
[6] Davis WM. The geographical cycle. Geographical Journal. 1899;14:481-504
[7] Davis WM. Geographical Essays. Boston, Mass.: Ginn; 1909
[8] Penck W. Die morphologische Analyse, ein Kapitel der physikalischen Geologie. Stuttgart: Engelhorn; 1924
[9] Penck W. Morphological Analysis of Landforms. London: Macmillan; 1953
[10] Migoń P. Geomorfologia. 1st ed. Warszawa: PWN; 2006. p. 461
[11] Horton RE. Drainage basin characteristics. Transactions, American Geophysical Union. 1932;14:350-361
[12] Horton RE. Erosional development of streams and their drainage basins; hydrophysical approach to quantitative morphology. Bulletin of the Geological Society of America. 1945;56:275-370
[13] Strahler AN. Quantitative analysis of watershed geomorphology. Transactions, American Geophysical Union. 1957;38:913920
[14] Strahler AN. Hypsometric (area-altitude) analysis of erosional topography. Geological Society of America Bulletin. 1952;63:1117-1142. DOI: 10.1130/0016-7606(1952)63[1117:HAA
OET]2.0.CO;2
[15] Strahler AN. Quantitative slope analysis. Geological Society of America Bulletin. 1956;67: 571-596
[16] Strahler AN. Quantitative geomorphology of drainage basins and channel networks. In: Chow VT, editor. Handbook of Applied Hydrology. New York: McGraw-Hill; 1964. pp. 439-476
[17] Schumm S. The relation of drainage basin relief to sediment loss. International Association of Hydrological Sciences Publications. 1954;36:216-219
[18] Chorley RJ. The drainage basin as the fundamental geomorphic unit. In: Chorley RJ, editor. Water, Earth and Man. London: Methuen; 1969. pp. 77-100
[19] Williams PW. Morphometric analysis of polygonal karst in New Guinea. Geological Society of America Bulletin. 1972;83:761-796
[20] Evans IS. The geomorphology and morphometry of glacial and nival areas. In: Chorley RJ, editor. Water, Earth and Man. London: Methuen; 1969. pp. 369-380
[21] Evans IS. The geomorphometry and asymmetry of glaciated mountains [Unpubl. Ph.D.Thesis]. University of Cambridge; 1974
[22] Lustig LK. Quantitative analysis of desert topography. Arid Lands in Perspective. 1969;45-48
[23] Evans IS. General geomorphometry, derivatives of altitude, and descriptive statistics. In: Chorley RJ, editor. Spatial Analysis in Geomorphology. Harper & Row, New York. 1972. pp. 17-90
[24] Pike RJ. Geomorphometry – progress, practice, and prospect. Zeitschrift fur Geomorphologie, Supplementband. 1995;101:221-238
[25] Pike RJ. A Bibliography of Terrain Modeling (Geomorphometry), the Quantitative  Representation of Topography - Supplement 4.0. (USGS, Open File Report 02-465). Menlo Park, Calif.: US Department of the Interior, United States Geological Survey; 2002
[26] Evans IS. Geomorphometry. In: Goudie AS, editor. Encyclopedia of Geomorphology. London & New York: Taylor & Francis e-Library; 2006. pp. 435-439
[27] Pike RJ. Digital elevation model. In: Goudie AS, editor. Encyclopedia of Geomorphology. London & New York: Taylor & Francis e-Library; 2006. pp. 260-263
[28] Meyer W. Concepts of Mathematical Modelling. New York: McGraw-Hill Book Company; 1995
[29] Miller CL, Laflamme RA. The digital terrain model — Theory and application. Photogrammetric Engineering. 1958;24(3):433-442
[30] Burrough PA. Methods of interpolation. In: Principles of Geographical Information Systems for Land Resources Assessment. Oxford: OUP; 1986. pp. 147-166
[31] Moore ID, Grayson RB, Ladson AR. Digital terrain modelling: A review of hydrological, geomorphological, and biological applications. Hydrological Processes. 1991;5(1):3-30. DOI: 10.1002/hyp.3360050103
[32] Moore ID, Turner AK, Wilson JP, Jenson S, Band L. GIS and land-surface–subsurface process modelling. In: Goodchild MF, Parkes BO, Steyaert LT, editors. Environmental Modeling with GIS. New York: Oxford University Press; 1993. pp. 196-230
[33] Weibel R., Heller M. Digital terrain modeling. In: Maguire D, Goodchild M, Rhind D, editors. Geographical Information Systems. London: Longman Scientific and Technical; 1991. pp. 269-297
[34] Li Z, Zhu Q, Gold C. Digital terrain modeling: Principles and methodology. Boca Raton: CRC Press; 2005. p. 319
[35] Hengl T, Evans IS. Mathematical and digital models of the land surface. In: Hengl T, Reuter HI, editors. Geomorphometry. Concepts, Software, Applications. Elsevier; 2009. pp. 31-64. DOI: 10.1016/S0166-2481(08)00002-0
[36] Wilson JP, Gallant JC. Digital terrain analysis. In: Wilson JP, Gallant JC, editors. Terrain Analysis: Principles and Applications. John Wiley & Sons, Inc.; 2000. pp. 1-28
[37] Wise SM. The effect of GIS interpolation errors on the use of digital elevation models in geomorphology. In: Lane SN, Richards KS, Chandler JH, editors. Landform Monitoring, Modelling and Analysis. Wiley; 1998. pp. 139-164
[38] Zevenbergen LW, Thorne CR. Quantitative analysis of land surface topography. Earth Surface Processes and Landforms. 1987;12:47-56
[39] Carter JR. Digital representations of topographic surfaces. Photogrammetric Engineering and Remote Sensing. 1988;54(11):1577-1580
[40] Hormann K. Geomorphologische Kartenanalyse mit Hilfe elektronischer Rechenanlagen. Zeitschrift für Geomorphologie. 1969;133(1):75-98
[41] Moore ID, Grayson RB. Terrain-based catchment partitioning and runoff prediction using vector elevation data. Water Resources Research. 1991;27:1177-1191
[42] Wood J. Digital elevation model (DEM). In: Kemp KK, editor. Encyclopedia of Geographic Information Science. SAGE Publications, Inc; 2008. Los Angeles. pp. 107-109. DOI: 10.4135/9781412953962
[43] Nelson A, Reuter HI, Gessler P. DEM production methods and sources. In: Hengl T, Reuter HI, editors. Geomorphometry. Concepts, Software, Applications. Elsevier, Amsterdam; 2009. pp. 65-86. DOI: 10.1016/S0166-2481(08)00003-2
[44] Baltsavias EP. A comparison between photogrammetry and laser scanning. ISPRS Journal of Photogrammetry and Remote Sensing, 1999; 54:83-94
[45] Smith SE. Topographic mapping. In: Grunwald S, editor. Environmental Soil–Landscape Modeling: Geographic Information Technologies and Pedometrics. Vol. 1. New York: CRC Press; 2005. pp. 155-182
[46] Gesch DB, Greenlee S. GTOPO30 Documentation. U.S. Geological Surv ey; 1997. p. 19
[47] DMA (Defense Mapping Agency). Defense Mapping Agency Product Specifications for Digital Terrain Elevation Data (DTED). 2nd ed. St. Louis, Missouri: Defense Mapping Agency Aerospace Center; 1986. p. 26
[48] DMA (Defense Mapping Agency). Digitizing the Future. 3d ed. Washington, D.C.: Defense Mapping Agency; 1990. p. 105
[49] USGS (United States Geological Survey). Digital Elevation Models, data User Guide 5. Reston, Virginia, USGS; 1993. p. 50
[50] Hastings DA, Dunbar PK. Global Land One-kilometer Base Elevation (GLOBE) Digital Elevation Model, Documentation, Volume 1.0. Key to Geophysical Records Documentation (KGRD) 34. 325 Broadway, Boulder, Colorado 80303, U.S.A: National Oceanic and Atmospheric Administration, National Geophysical Data Center; 1999
[51] Hastings DA. Global Land One-km Base Elevation (GLOBE) DEM. Southern Africa Subset; 2000. p. 6
[52] Rodriguez E, et al. An assessment of the SRTM topographic products [Technical Report JPL D-31639]. Pasadena, California: Jet Propulsion Laboratory; 2005. p. 143
[53] Farr TG, et al. The shuttle radar topography mission. Journal of Geophysical Research. 2007;45:43. RG2004, DOI: 10.1029/2005RG000183
[54] Amante C, Eakins BW. ETOPO1 1 arc-minute global relief model: Procedures, data sources and analysis. Boulder, Colorado: National Geophysical Data Center Marine Geology and Geophysics Division; 2009. p. 19
[55] NASA JPL. ASTER Global Digital Elevation Model [Data set]. NASA JPL; 2009. DOI: 10.5067/ASTER/ASTGTM.002
[56] Tachikawa T, Hato M, Kaku M, Iwasaki A. The characteristics of ASTER GDEM version 2; IGARSS, July 2011
[57] Danielson JJ, Gesch DB. Global multi-resolution terrain elevation data 2010 (GMTED2010): U.S. Geological Survey Open-File Report 2011-1073. 2011. p. 26
[58] Tadono T, Ishida H, Oda F, Naito S, Minakawa K, Iwamoto H. Precise global DEM generation by ALOS PRISM. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2014;II-4:71-76. DOI: 10.5194/isprsannals-II-4-71-2014
[59] Takaku J, Tadono T, Tsutsui K. Generation of high resolution Global DSM from ALOS PRISM. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XL-4, ISPRS TC IV Symposium, Suzhou, China; 2014. p. 243-248. DOI: 10.5194/isprsarchives-XL-4-243-2014.
[60] Mark DM. Geomorphometric parameters: a review and evaluation. Geografiska Annaler. 1975;57A(3-4):165-177
[61] Montgomery DR. Relief. In: Goudie AS, editor. Encyclopedia of Geomorphology. London & New York: Taylor & Francis e-Library; 2006. pp. 840-842
[62] Deng Y, Wilson JP, Gallant JC. Terrain analysis. In: Wilson JP, Fotheringham AS, editors. The Handbook of Geographic Information Science. 2008. pp. 417-435. DOI: 10.1002/9780470690819.ch23
[63] Chorley RJ. Climate and morphometry. Journal of Geology. 1957;65:628-638
[64] Chorley RJ. Group operator variance in morphometric work with maps. American Journal of Science. 1958;256:208-218
[65] Chorley RJ, Morgan MA. Comparison of morphometric features, Unaka Mountains,  Tennessee and North Carolina, and Dartmoor, England. Bulletin, Geological Society of America. 1962;73:17-34
[66] Stone RO, Dugundji J. A Study of Microrelief: Its Mapping, Classification, and Quantification by Means of a Fourier Analysis. Amsterdam: Elsevier; 1965. p. 97
[67] Hobson RD. Fortran IV programs to determine surface roughness in topography for the CDC 3400 computer. Kansas Geological Survey Computer Contribution. 1967;14:28
[68] Wood W.F, Snell JB. A Quantitative System for Classifying Landforms [Technical Report EP-124]. Natick, MA: U.S. Army Quartermaster Research and Engineering Center; 1960. p. 20
[69] Krcho J. Morphometric analysis of relief on the basis of geometric aspect of field theory. Acta geographica Universitatis Comenianae, Geographico-physica. 1973;1:11-233
[70] Moore RF. Thornes JB. Leap - a suite of Fortran IV programs for generating erosional potentials of land surfaces from topographic information. Computers & Geosciences. 1976;2:493-499
[71] Pike RJ. Information content of planetary terrain: varied effectiveness of parameters for the Earth. In: Lunar and Planetary Science Conference. vol. 18; 1987
[72] Pike RJ. The geometric signature: quantifying landslide-terrain types from digital elevation models: Mathematical Geology. 1988;20:491-512. DOI: 10.1007/BF00890333
[73] Pike RJ. Geometric signatures-experimental design, first results. In: Ohmori H, editor. DEMs and Geomorphometry, Special Publications of the Geographic Information Systems Association, Proceedings of the Symposia on New Concepts and Modeling in Geomorphology and Geomorphometry, DEMs and GIS; In: Fifth International Conference on Geomorphology; 24-26 august 2001; Tokyo. pp. 50-51
[74] Pike RJ, Acevedo W, Card DH. Topographic grain automated from digital elevation models. In: Proceedings of the Ninth International Symposium on Computer Assisted Cartogtraphy. Baltimore, MD: ASPRS/ASCM; 1989. pp. 128-137
[75] Speight JG. A parametric approach to landform regions. Special Publication Institute of British Geographers. 1974;7:213-230
[76] Speight JG. The role of topography in controlling throughflow generation: A discussion. Earth Surface Processes and Landforms. 1980;5:187-191
[77] Schmidt J, Merz B, Dikau R. Morphological structure and hydrological process modelling. Zeitschrift für Geomorphologie. Suppl.-Bd. 1998;112:55-66
[78] Schmidt J, Dikau R. Extracting geomorphometric attributes and objects from digital elevation models — semantics, methods, future needs. In: Dikau R, Saurer H, editors.
GIS for Earth Surface Systems — Analysis and Modelling of the Natural Environment. Schweizbart’sche Verlagsbuchhandlung; 1999. pp. 153-173
[79] Basso B. Digital terrain analysis: Data source, resolution and applications for modeling physical processes in agroecosystems. Rivista Italiana di Agrometeorologia. 2005;2:5-14
[80] Wilson JP, Bishop MP. Geomorphometry. In: Shroder JF, Bishop MP, editors. Treatise on Geomorphology, vol 3, Remote Sensing and GIScience in Geomorphology. San Diego: Academic Press; 2013. pp. 162-186
[81] Bork HR, Rohdenburg H. Transferable parameterization methods for distributed hydrological and agroecological catchment models. Catena. 1986;13:99-117
[82] Shary PA, Sharaya SL, Mitusov AV. Fundamental quantitative methods of land surface analysis. Geoderma. 2002;107:1-32. DOI: 10.1016/S0016-7061(01)00136-7
[83] Pennock DJ. Terrain attributes, landform segmentation, and soil redistribution. Soil and Tillage Research, 2003;69(1-2):15-26.
[84] Goodwin CN, Tarboton DG. Morphometric properties. In: Goudie AS, editor. Encyclopedia of Geomorphology. London & New York: Taylor & Francis e-Library; 2006. pp. 696-698
[85] Hadley RF, Schumm SA. Sediment Sources and Drainage-Basin Characteristics in the Upper Cheyenne River Basin, Washington. US Geological Survey Water Supply Paper; 1961. p. 1,531
[86] Olaya V. Basic Land-Surface parameters. In: Hengl T, Reuter HI, editors. Geomorphometry. Concepts, Software, Applications. Elsevier, Amsterdam; 2009. pp. 141-169. DOI: 10.1016/ S0166-2481(08)00006-8
[87] Evans IS, Minár J. A classification of geomorphometric variables. In: International Geomorphometry 2011; May 30 2011; Redlands, CA: Geomorphometry.org;. 2011. p. 105-108
[88] Iwahashi J, Pike RJ. Automated classifications of topography from DEMs by an unsupervised nested-means algorithm and a three-part geometric signature. Geomorphology. 2007;86(3-4):409-440. DOI: 10.1016/j.geomorph.2006.09.012
[89] Florinsky I.V.: Accuracy of local topographic variables derived from digital elevation models. International Journal of Geographical Information Science. 19981;2(1):47-62.
[90] Riley SJ, DeGloria SD, Elliot R. A terrain ruggedness index that quantifies topographic heterogeneity. Intermountain Journal of Sciences. 19995;:23-27
[91] Pike RI, Wilson SE. Elevation-relief ratio, hypsometric integral and geomorphic area altitude  analysis. Geological Society ofA merica Bulletin. 1971;82:1079-1084
[92] Yokoyama R, Sirasawa M, Pike RJ. Visualizing topography by openness: A new application of image processing to digital elevation models. Photogrammetric Engineering & Remote Sensing. 2002;68(3):257-265
[93] McNab WH. Terrain shape index: quantifying effect of minor landforms on tree height. Forest Science. 1989;35(1):91-104
[94] McNab WH. A topographic index to quantify the effect of mesascale landform on site productivity. Canadian Journal of Forest Research. 1992;23:1100-110
[95] McCune B, Keon D. Equations for potential annual direct incident radiation and heat load index. Journal of Vegetation Science. 2002;13:603-606
[96] Bishop TFA, Minasny B. Digital soil-terrain modelling: The predictive potential and uncertainty. In: Grunwald S, editor. Environmental Soil–Landscape Modeling: Geographic Information Technologies and Pedometrics. Boca Raton, FL: CRC Press; 2005. pp. 185-213
[97] Hengl T, Gruber S, Shrestha DP. Digital Terrain Analysis in ILWIS. Lecture Notes. Enschede: International Institute for Geo-Information Science & Earth Observation (ITC); 2003. p. 56
[98] Schumm SA. Evolution of drainage systems and slopes in badlands at Perth Amboy, New Jersey. Geological Society of America Bulletin. 1956;67(5):597-646. DOI: 10.1130/0016-7606(1956)67[597:EODSAS]2.0.CO;2
[99] Melton MA. An analysis of the relation among elements of climate, surface properties and Geomorphology [ONR Technical Report 11]. New York: Columbia University; 1957
[100] Melton MA. Correlation structure of morphometric properties of drainage systems and their controlling agents. Journal of Geology6. 6:1494528-4; 60
[101] Engstrom WN. Morphometric analysis of mountain drainage basins in the Basin and Range Province, USA. Zeitschrift für Geomorphologie N. 33F:.4 431-948593;
[102] Cannon PJ. Generation of explicite parameter for a quantitative geomorphic study of the Mill Creek drainage basin. Oklahoma Geology Not3e6s(.1 ):139-1766;
[103] Ramírez-Herrera MT. Geomorphic assessment of active tectonics in the Acambay graben, Mexican Volcanic Belt. Earth Surface Processess and Landfo2rm3:3s1. 7-1393928;
[104] Jenness J. Surface Areas and Ratios from Elevation Grid (surfgrids.avx) extension for ArcView 3.x, v. 1.2 Jenness Enterprises [Internet]. 2002. Available from:
http://www.jennessent.
com/arcview/surface_areas.htm (Accessed on: 1 eNmobver 2011)
[105] Bull WB, McFadden LD. Tectonic geomorphology north and south of the Garlock Fault, California. In: Doehring DO, editor. Geomorphology in Arid Regions: Annual Binghamton Conference. State University of New York at Binghamton; 1977. pp. 115-136
[106] Sharma HS, editor. Perspectives in Geomorphology. Essays on Indian Geomorphology. vol. 4. New Delhi: Concept Publishing; 1982. p. 358
[107] Szypuła B. Relief Index (RI) as a simple tool for geomorphometry. In: Jasiewicz J, Zwoliński Z, Mitasova H, Hengl T, editors. Geomorphometry for Geosciences. Poznań:
Adam Mickiewicz University in Poznań - Institute of Geoecology and Geoinformation, International Society for Geomorphometry; 2015. pp. 127-128
[108] SAGA-GIS Tool Library Documentation v3.0.0 [Internet]. 2016. Available from: 
http://www.saga-gis.org/en/index.htm 
(Accessed on: 21 December 2016)
[109] Conrad O, Bechtel B, Bock M, Dietrich H, Fischer E, Gerlitz L, Wehberg J, Wichmann V, Böhner J. System for Automated Geoscientific Analyses (SAGA) v. 2.1.4. Geoscientific Model Development. 2015;8:1991-2007. DOI: 10.5194/gmd-8-1991-2015
[110] ESRI (Environmental Systems Resource Institute). ArcGIS Desktop 10.5. Redlands, California; 2016
[111] Evans IS, Hengl T, Gorsevski P. Applications in geomorphology. In: Hengl T, Reuter HI, editors. Geomorphometry. Elsevier, Amsterdam; 2009. pp. 497-526. DOI: 10.1016/ S0166-2481(08)00022-6
[112] Hammond EH. Small-scale continental landform maps. Annals of the Association of American Geographers. 1954;44(1):33-42
[113] Anstey RL. Physical characteristics of alluvial fans. Technical Report ES-20, US Army Natick Labs; 1965
[114] Anstey RL. Application of Quantified Terrain Data to Vehicle Design Criteria. In: Proceedings of the 5th US Army Science Conference. West Point; 1966
[115] Hammond EH. Analysis of properties in land form geography: An application to broad-scale land form mapping. Annals of the Association of American Geographers. 1964;54:11-19
[116] Peucker TK, Douglas DH. Detection of Surface-Specific points by local parallel processing of discrete terrain elevation data. Computer Graphics and Image Processing. 1975;4(4):375-387. DOI: 10.1016/0146-664X(75)90005-2
[117] Ruhe RV. Elements of the soil landscape. In: Transactions of the 9th Congress of the International Society of Soil Science. Vol. 4. Madison, WI: International Soil Science Society; 1960. pp. 165-170
[118] Dalrymple JB, Blong RJ, Conacher AJ. A hypothetical nine unit landsurface model. Zeitschrift für Geomorphologie. 1968;12:60-76
[119] Conacher AJ, Dalrymple JB. The nine-unit landsurface model: an approach to pedogeomorphic research. Geoderma. 1977;18(1-2):1-154
[120] MacMillan RA, Shary PA. Landforms and landform elements in geomorphometry. In: Hengl T, Reuter HI, editors. Geomorphometry. Concepts, Software, Applications. Elsevier, Amsterdam; 2009. pp. 227-254. DOI: 10.1016/S0166-2481(08)00009-3
[121] Speight JG. Landform. In: McDonald RC, Isbell RF, Speight JG, Walker J, editors. Australian Soil and Land Survey: Field Handbook. Melbourne: Inkata Press; 1990. pp. 9-57
[122] Dikau R, Rasemann S, Schmidt J. Hillslope, Form. In: Goudie AS, editor. Encyclopedia of Geomorphology. London & New York: Taylor & Francis e-Library; 2006. pp. 516-521
[123] Young A. Slopes. London: Longman; 1972. p. 268
[124] Dikau R. The application of a digital relief model to landform analysis in geomorphology. In: Raper J, editor. Three-dimensional Applications in Geographical Information Systems. London: Taylor and Francis; 1989. pp. 51-77
[125] Dikau R, Brabb EE, Mark RM. Landform classification of New Mexico by computer. Open File Report 91-634. U.S. Geological Survey; 1991. p. 15
[126] Pennock DJ, Zebarth BJ, De Jong E. Landform classification and soil distribution in hummocky terrain, Saskatchewan, Canada. Geoderma. 1987;40(3-4):297-315. DOI:
10.1016/0016-7061(87)90040-1
[127] Fels JE, Zobel R. Landscape position and classified landtype mapping for statewide DRASTIC mapping project. North Carolina State University Technical Report VEL. 95.1; 1995
[128] Weiss A. Topographic positions and landforms analysis (Conference Poster). ESRI International User Conference; 2001; San Diego, CA. p. 9-13
[129] Jenness J. Topographic position index (tpi_jen.avx) extension for ArcView 3.x. Jenness Enterprises [Internet]. 2005. Available from: http://www.jennessent.com (Accessed: 11 December 2017)
[130] Drăguţ L, Blaschke T. Automated classification of landform elements using object-based image analysis. Geomorphology. 2006;81:330-344. DOI: 10.1016/j.geomorph.2006.04.013
[131] Minár J, Evans IS. Elementary forms for land surface segmentation: The theoretical basis of terrain analysis and geomorphological mapping. Geomorphology. 2008;95(3-4):236-259. DOI: 10.1016/j.geomorph.2007.06.003
[132] Drăguţ L, Csillik O, Minár J, Evans IS. Land-surface segmentation to delineate elementary forms from Digital Elevation Models. In: Geomorphometry 2013; 16-20 october 2013; Nanjing, China; 2013
[133] Jasiewicz J, Stepinski TF. Geomorphons — A pattern recognition approach to classification and mapping of landforms. Geomorphology. 2013;182(2013):147-156. DOI: 10.1016/j.geomorph.2012.11.005


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