Dissertations / Theses on the topic 'Digital terrain model'
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Terei, Gabor. "A thorough investigation of digital terrain model generalization using adaptive filtering /." The Ohio State University, 2000. http://rave.ohiolink.edu/etdc/view?acc_num=osu1488193272068463.
Full textFabian, Christopher J. "Application of a digital terrain model for forrest land classification and soil survey." Diss., Columbia, Mo. : University of Missouri-Columbia, 2004. http://hdl.handle.net/10355/4107.
Full textThe entire dissertation/thesis text is included in the research.pdf file; the official abstract appears in the short.pdf file (which also appears in the research.pdf); a non-technical general description, or public abstract, appears in the public.pdf file. Title from title screen of research.pdf file viewed on (June 30, 2006). Vita. Includes bibliographical references.
Hartshorne, James Byng. "Assessing the influence of digital terrain model characteristics on tropical slope stability analysis." Thesis, University of Bristol, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.336822.
Full textGillin, Cody Palmer. "Digital terrain analysis to predict soil spatial patterns at the Hubbard Brook Experimental Forest." Thesis, Virginia Tech, 2013. http://hdl.handle.net/10919/50818.
Full textMaster of Science
Jordan, Gyözö. "Terrain Modelling with GIS for Tectonic Geomorphology : Numerical Methods and Applications." Doctoral thesis, Uppsala universitet, Miljö- och landskapsdynamik, 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-4635.
Full textHöfler, Veit, Christine Wessollek, and Pierre Karrasch. "Modelling prehistoric terrain Models using LiDAR-data: A geomorphological approach." SPIE, 2015. https://tud.qucosa.de/id/qucosa%3A35056.
Full textHeliani, Leni Sophia. "Determination of the Indonesian gravity fields from combination of surface gravity, satellite altimeter and digital terrain model data." 京都大学 (Kyoto University), 2003. http://hdl.handle.net/2433/149084.
Full textMcKeon, Sean Patrick. "A GPU Stream Computing Approach to Terrain Database Integrity Monitoring." Digital Archive @ GSU, 2009. http://digitalarchive.gsu.edu/cs_theses/65.
Full textPegler, Kevin Huntly. "An examination of alternative compensation methods for the removal of the rid[g]ing effect from digital terrain model data files." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1999. http://www.collectionscanada.ca/obj/s4/f2/dsk1/tape9/PQDD_0020/MQ54638.pdf.
Full textSardeiro, Simone Soraia Silva. "Modelagem digital de terreno do município de Graccho Cardoso, nordeste de Sergipe." Universidade Federal de Sergipe, 2016. https://ri.ufs.br/handle/riufs/5412.
Full textIn the Geographic Information Systems platform, Digital Terrain Model (DTM) is a mathematical way, to show a natural feature that occurs in the Earth's surface. The purpose of this dissertation was to build a digital terrain model for the municipality of Graccho Cardoso, approximate scale 1:65.000, and analyze their products (contour map, slope map, shading map, and geological and geomorphological maps superimposed on the digital terrain model). The city of Graccho Cardoso is located in the north of the state of Sergipe, at about 120 km away from Aracaju. The study area was selected to present geomorphological and geological diversity and have Satellite Images (SRTM) with good resolution for the selected working range. Graccho Cardoso occurs in quotas ranging between 140 m and 280 m above sea level, where the predominant pattern dendritic drainage. Since its relief is under the process planing and pediplanation. Its steepness varies from 0% to over 75%. Where there is a predominance with the angle of inclination between 3 and 45%. It has been more remarkable shading which fit fluvial channels, showing that the notching index or grain dissection is more pronounced. It has two types of morphostructures: Remnants Fold Roots (Sergipano Orogenic System – Proterozoic) and Sedimentary Basins and Covers (Superficial Formations – Fanerozoic). The results obtained by integration of the various maps shows up very similar to many traditional data mapping surveys.
No ambiente dos Sistemas de Informações Geográficas, o Modelo Digital de Terreno (MDT) representa, de maneira matemática, uma feição natural que ocorre na superfície terrestre. A proposta dessa dissertação foi confeccionar um modelo digital de terreno para o município de Graccho Cardoso, na escala aproximada de 1:65.000, e analisar os seus produtos (mapa de curva de nível, mapa de declividade, modelo sombreado, mapa geomorfológico e mapa geológico sobrepostos ao modelo digital de terreno). O município de Graccho Cardoso está localizado na região norte do Estado de Sergipe, a cerca de 120 km de distância de Aracaju. A área de estudo foi selecionada por apresentar diversidade geomorfológica e geológica e, dispor de Imagens de Satélite (SRTM) com boa resolução para a escala de trabalho escolhida. A região de Graccho Cardoso ocorre em cotas variando entre de 140 m e 280 m de altitude, onde predomina o padrão de drenagem dendrítico. O seu relevo está sob o processo de aplainamento e pediplanação. Sua declividade varia entre 0 % a mais de 75 %. Onde existe um predomínio ondulado, o ângulo de inclinação varia entre 3 a 45%. Tem-se um sombreado mais marcante onde se encaixam os canais fluviais, mostrando que o índice de entalhamento, ou grau de dissecação, é mais acentuado. Possui dois tipos de morfoestruturas: Remanescentes de Raízes de Dobramentos (Sistema Orogênico Sergipano do Proterozóico) e, Bacias e Coberturas Sedimentares (Formações Superficiais do Fanerozóico). Os resultados obtidos pela integração dos diversos mapas mostram-se muitos similares com os dados tradicionais de levantamentos cartográficos.
Berveglieri, Adilson [UNESP]. "Classificação fuzzy de vertentes por krigagem e TPS com agregação de regiões via diagrama de Voronoi." Universidade Estadual Paulista (UNESP), 2011. http://hdl.handle.net/11449/88156.
Full textConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
As vertentes, como superf cies inclinadas, consistem em express~oes da Geomorfologia moldadas por fatores naturais (end ogenos e ex ogenos) e pelo pr oprio homem. Suas formas determinam o uxo ou o ac umulo de agua e representam caracter sticas fundamentais para a preven c~ao e resolu c~ao de problemas associados ao relevo, tais como utiliza c~ao do solo, constru c~ao civil entre outros. A classi ca c~ao da vertente em c oncava, convexa ou retil - nea permite a identi ca c~ao de areas conforme sua declividade. Assim, por meio de uma grade retangular regular, base do modelo digital de terreno, gera-se uma malha interpolada por fun c~oes estimadoras: thin-plate spline, que possui caracter sticas de suaviza c~ao e krigagem, que al em da suavidade tamb em considera a depend encia espacial. Logo ap os, a classi ca c~ao e feita, obedecendo a infer encia fuzzy baseada em fun c~oes de pertin encia que de nem classes a partir do c alculo da inclina c~ao e da concavidade ou convexidade do terreno. Entretanto, o resultado dessa classi ca c~ao est a atrelado a resolu c~ao da malha, n~ao permitindo fazer qualquer corre c~ao pontual. Pois, pequenas areas de pouca signi c ancia podem ser formadas, necessitando elimin a-las. Nesse sentido, para que o resultado seja ajustado, aplica-se o diagrama de Voronoi, caracterizado por sua rela c~ao de abrang encia e proximidade, como ferramenta para agregar regi~oes anteriormente classi cadas de modo a permitir um ajuste local e tornar o resultado mais condizente com a area em estudo, quando comparada a mapas geomorfol ogicos correspondentes
Slopes, such as inclined surfaces, consist in geomorphological expressions shaped by natural factors (endogenous and exogenous) and also by man himself. Their shapes determine the ow or accumulation of water and represent fundamental characteristics for the prevention and resolution of problems associated with relief, as land use, buildings, and others. Classi- cating slopes in concave, convex or straight allows to identi cate areas based on declivity. Thus, by regular rectangular grid which represents a digital terrain model, it generates a interpolated mesh by estimator functions: thin-plate spline, which has characteristics of smoothing, and kriging, which besides smoothing also considers spatial dependence. After that, the classi cation is realized according to fuzzy inference based on membership functions that de ne classes from the calculation of the slope and concavity or convexity of the ground. However, the classi cation depends on mesh resolution and it not allows any point correction. Once small areas with little importance can be formed requiring eliminate them. In order to adjust the result, it applies the Voronoi diagram, characterized by its comprisement and close relationship and scope, as a tool to aggregate regions previously classi ed and allow a local adjustment, that can provides a consistent result in study areas, if it was compared to the corresponding geomorphological maps
Marconato, Renata. "Análise do custo de transporte de fertilizantes com uso de modelagem digital de terreno." Universidade de São Paulo, 2012. http://www.teses.usp.br/teses/disponiveis/3/3138/tde-04072013-174520/.
Full textThe Brazilian fertilizer industry is subject to a tax system that can cancel the competition of the national product with regard to imported, depending on the geographic configuration of the domestic supply and the fact that the imported products take advantage of tariff benefits. Such benefits are justified by the large dependence of the Brazilian agriculture has this important input. Therefore, the location of the consumer market in relation to the main ports of entry of the input and the domestic industry is a strategic information to the market and the viability of domestic investment projects. This study analyzed the logistics costs imposed on the main imported fertilizers by using a new methodology: the use of a digital terrain model. The model was generated interpolating price indicators constructed from the variables that act in the formation of prices of imported fertilizers by three different methods. The product of the study is a digital model that describes the behavior of the imported fertilizer price in a continuous manner over the surface. This model was used to analyze the coverage area of the imported fertilizer for each of the main ports and prepare simulations from the manipulation of model variables.
Persson, Karin. "Visualisering av strandlinjens läge kring Hammersta ruin i Nynäshamns kommun 500‒1500 e.Kr." Thesis, Stockholms universitet, Institutionen för naturgeografi och kvartärgeologi (INK), 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-74264.
Full textČička, Peter. "Využití programových prostředků GIS a CAD pro tvorbu digitálního modelu terénu." Master's thesis, Vysoké učení technické v Brně. Fakulta stavební, 2014. http://www.nusl.cz/ntk/nusl-227119.
Full textFernandez, Paulo Alexandre Justo. "Avaliação do risco de inundação em zonas urbanas com a integração de dados LIDAR e cartografia a escala grande." Doctoral thesis, Universidade de Évora, 2015. http://hdl.handle.net/10174/18221.
Full textSilva, Cláudia Alexandra Fernandes. "Dinâmica sedimentar em sistemas dunares litorais. Aplicação ao sistema dunar da praia do Guincho, Cascais." Master's thesis, ISA/UL, 2015. http://hdl.handle.net/10400.5/11160.
Full textThe Guincho's beach dune system is part of a larger system, called Guincho-Oitavos's dune system. This is one of the most remarkable wind corridors of the European continent, and is extremely important for our natural heritage. However, the anthropogenic activity has been causing changes in its natural evolution process, destabilizing it. In this dissertation it's analyzed the development of Guincho's beach dune system in recent years, and it's also developed a theoretical exercise that estimates its possible future development, based on its evolution pattern and on the premise that the inherent conditions for their development remain constant over time. Thus, its possible to suggest sustainable management measures allowing the development of its dynamic behavior in accordance with the surrounding elements, preserving its particular characteristics and biodiversity, as well as its potential as a natural heritage and recreational space
Staats, Wesley A. "USE OF LIDAR-DERIVED TERRAIN AND VEGETATION INFORMATION IN A DECIDUOUS FOREST IN KENTUCKY." UKnowledge, 2015. http://uknowledge.uky.edu/forestry_etds/24.
Full textRodrigues, Avilmar Antonio. "Uso de veículos aéreos não tripulados para mapeamento e avaliação de erosão urbana." Universidade Federal de Goiás, 2016. http://repositorio.bc.ufg.br/tede/handle/tede/6646.
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This research aimed to evaluate the use of Unmanned Aerial Vehicle (UAV) as a platform for taking aerial photographs for mapping erosion planialtimetric located in urban areas. In addition, we evaluated the need to use or not to field control points for the generation of Digital Surface Model (DSM) and ortomosaico as tools to evaluate the erosive process. Despite the wide variation in attitude of aerial photographs that make up the aerophotogrammetric block arising from the instability of the UAV, it was possible to generate the MDS and ortomosaico with or without control points. This research was conducted in two urban erosions located in Goiania in Sector Fonte Nova in the stream of grass and the other in Silvânia called foot-washing. Whole generation of MDS, Digital Surface Model (MDT) and ortomosaico were performed in Agisoft PhotoScan program in semi-automatic processing, if used control points, or automatic without control points. The ortomosaicos generated without control points presented rotation, translation and scale of different generated with support. In addition, MDS generated without control points showed elevation or lowering of the reference surface with respect to the generated control, it is emphasized that these discrepancies are not constant. When performing automatic conversion of MDS to MDT, it was realized that the program was not able to eliminate the shrub vegetation located within the erosion. The vegetation or tree, shrub or undergrowth (grass) prevents proper limitation of erosion to the volume calculation. But unlike the MDS generated between two distinct epochs identifies the changes in the interval of time in areas without vegetation. The use of control points was essential to ensure the orientation, scale and the reference plane in the products generated from aerial photographs and thus evaluate the changes. Anyway, the UAV can be used as a platform for taking aerial photographs for generating cartographic products that enable the mapping and evaluation of erosions.
Esta pesquisa teve por objetivo avaliar a utilização do Veículo Aéreo Não Tripulado (VANT) como plataforma para a tomada de fotografias aéreas para o mapeamento planialtimétrico de erosão situada em zona urbana. Além disso, analisou-se a necessidade de utilização ou não de pontos de controle de campo para a geração de Modelo Digital de Superfície (MDS) e ortomosaico como instrumentos para examinar o processo erosivo. Apesar da grande variação da atitude da aeronave durante a obtenção das fotografias aéreas que compõem o bloco aerofotogramétrico, foi possível gerar o MDS e o ortomosaico com ou sem pontos de controle. Este estudo foi realizado em duas erosões urbanas, uma situada em Goiânia-GO, no Setor Fonte Nova/Córrego do Capim, e a outra em Silvânia-GO, denominada de Lava-Pés. Toda a geração dos MDS, Modelo Digital de Terreno (MDT) e ortomosaico foram realizados no programa Agisoft PhotoScan, em processamento semiautomático (i.e., com pontos de controle) e automático (i.e., sem pontos de controle). Os ortomosaicos gerados sem pontos de controle apresentaram rotação, translação e escala diferente dos gerados com apoio. Ademais, os MDS gerados sem pontos de controle apresentaram elevação ou rebaixamento da superfície de referência em relação aos gerados com controle. Ressalta-se, ainda, que essas discrepâncias não foram constantes. Ao realizar a conversão automática do MDS para o MDT, percebeu-se que o programa não foi capaz de eliminar a vegetação arbustiva localizada no interior da erosão. As vegetações arbórea, arbustiva ou rasteira (gramíneas) impedem a correta delimitação da erosão para o cálculo do volume. Porém, a diferença dos MDS gerados entre duas épocas distintas propicia identificar as alterações ocorridas nesse intervalo de tempo nas regiões sem cobertura vegetal. O uso de pontos de controle foi essencial para garantir a orientação, a escala e o plano de referência nos produtos gerados a partir das fotografias aéreas e, assim, avaliar as modificações da erosão. Por fim, o VANT pode ser utilizado como plataforma para a tomada de fotografias aéreas para gerar produtos cartográficos que possibilitem o mapeamento e as avaliações das erosões, sobretudo em áreas urbanas.
Persson, Erik, and Fredric Sjöwall. "Utvärdering av metoder för framställning och kontroll av digitala terrängmodeller." Thesis, Högskolan i Gävle, Avdelningen för Industriell utveckling, IT och Samhällsbyggnad, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-11985.
Full textAnvändningsområden för digitala terrängmodeller (DTM) är idag många och kraven på låg osäkerhet ökar. DTM kan framställas med Global Navigation Satellite System (GNSS), terrester laserskanning (TLS), flygburen laserskanning (FLS) eller totalstation. Riktlinjer för framställning och kontroll av DTM finns i Swedish Standards Institute - Tekniska specifikationer (SIS-TS) 21144:2007 och SIS 21145:2007. Dessa framtogs i ett samarbete mellan Banverket och Vägverket, idag Trafikverket, för att tillfredsställa behoven av kravformuleringar vid framställning av DTM för planering, projektering och byggande. Syftet med detta examensarbete är att framställa DTM över Åkermans kulle, beläget väster om Högskolan i Gävle enligt SIS-TS 21144:2007. Detta med hjälp av GNSS med nätverks-RTK, TLS och FLS, samt kontroll genom profilinmätning med totalstation enligt SIS-TS 21145:2007 och ytbaserad kontroll av modellerna mot varandra. Utgående från dessa resultat utvärderades kontrollmetoderna. Området är ca 2 ha stort och består av mycket kuperad ängsmark med viss vegetation. Efterbearbetningen av inmätta data skedde i programvarorna SBG Geo Professional School 2012, Cyclone 7.3 samt Microsoft Excel. Den profilbaserade kontrollen visade att GNSS är den metod som ger lägst osäkerhet för denna typ av område, med en medelavvikelse på 0,048 m, medan TLS och FLS avvek 0,162 m respektive 0,255 m. För den ytbaserade kontrollen var de största avvikelserna mellan FLS och GNSS, med en medelavvikelse på 0,270 m och den lägsta medelavvikelsen på 0,099 m mellan FLS och TLS. Vid framställning av terrängmodeller bör syfte, osäkerhetskrav, areal och typ av terräng tas i beaktande och analyseras noggrant. Utifrån denna analys bör den mest sanningsenliga metoden väljas. För kontroll är profilmätning med totalstation mest lämpat då det ger en sanningsenlig bild av verkligheten. Våra resultat visar att för kuperade vegetationsrika områden är GNSS att föredra medan TLS och FLS passar bättre för plana områden utan vegetation. En gemensam nationell standard för framställning och kontroll av DTM bör tas fram då det i dagsläget endast finns specifikationer.
Berveglieri, Adilson. "Classificação fuzzy de vertentes por krigagem e TPS com agregação de regiões via diagrama de Voronoi /." Presidente Prudente : [s.n.], 2011. http://hdl.handle.net/11449/88156.
Full textBanca: João Fernando Custodio da Silva
Banca: Ricardo Luís Barbosa
Resumo: As vertentes, como superf cies inclinadas, consistem em express~oes da Geomorfologia moldadas por fatores naturais (end ogenos e ex ogenos) e pelo pr oprio homem. Suas formas determinam o uxo ou o ac umulo de agua e representam caracter sticas fundamentais para a preven c~ao e resolu c~ao de problemas associados ao relevo, tais como utiliza c~ao do solo, constru c~ao civil entre outros. A classi ca c~ao da vertente em c^oncava, convexa ou retil - nea permite a identi ca c~ao de areas conforme sua declividade. Assim, por meio de uma grade retangular regular, base do modelo digital de terreno, gera-se uma malha interpolada por fun c~oes estimadoras: thin-plate spline, que possui caracter sticas de suaviza c~ao e krigagem, que al em da suavidade tamb em considera a depend^encia espacial. Logo ap os, a classi ca c~ao e feita, obedecendo a infer^encia fuzzy baseada em fun c~oes de pertin^encia que de nem classes a partir do c alculo da inclina c~ao e da concavidade ou convexidade do terreno. Entretanto, o resultado dessa classi ca c~ao est a atrelado a resolu c~ao da malha, n~ao permitindo fazer qualquer corre c~ao pontual. Pois, pequenas areas de pouca signi c^ancia podem ser formadas, necessitando elimin a-las. Nesse sentido, para que o resultado seja ajustado, aplica-se o diagrama de Voronoi, caracterizado por sua rela c~ao de abrang^encia e proximidade, como ferramenta para agregar regi~oes anteriormente classi cadas de modo a permitir um ajuste local e tornar o resultado mais condizente com a area em estudo, quando comparada a mapas geomorfol ogicos correspondentes
Abstract: Slopes, such as inclined surfaces, consist in geomorphological expressions shaped by natural factors (endogenous and exogenous) and also by man himself. Their shapes determine the ow or accumulation of water and represent fundamental characteristics for the prevention and resolution of problems associated with relief, as land use, buildings, and others. Classi- cating slopes in concave, convex or straight allows to identi cate areas based on declivity. Thus, by regular rectangular grid which represents a digital terrain model, it generates a interpolated mesh by estimator functions: thin-plate spline, which has characteristics of smoothing, and kriging, which besides smoothing also considers spatial dependence. After that, the classi cation is realized according to fuzzy inference based on membership functions that de ne classes from the calculation of the slope and concavity or convexity of the ground. However, the classi cation depends on mesh resolution and it not allows any point correction. Once small areas with little importance can be formed requiring eliminate them. In order to adjust the result, it applies the Voronoi diagram, characterized by its comprisement and close relationship and scope, as a tool to aggregate regions previously classi ed and allow a local adjustment, that can provides a consistent result in study areas, if it was compared to the corresponding geomorphological maps
Mestre
Coelho, Alessandra Martins. "Aplicação da geocomputação a estudos de susceptibilidade de deslizamentos de terra." Universidade do Estado do Rio de Janeiro, 2012. http://www.bdtd.uerj.br/tde_busca/arquivo.php?codArquivo=6552.
Full textThe purpose of this thesis is a methodology to detect locations susceptible to landslides from the aerial images, culminating in the development of software, denominated SASD/T, to testing the methodology. To justify this research, a survey about natural disasters in Brazilian history related to landslides and methodologies used for detection and analysis of areas susceptible to landslides was realized. Preliminaries studies of the 3D visualization and concepts related to 3D mapping of an area were carried out. The stereoscopy technique was implemented to visualize three-dimensionally the selected region. Altitudes were found via parallax, from the homologous points found by the SIFT algorithm. The experiments were performed with Nova Friburgo city images. The initial experiment showed that the results obtained using the SIFT algorithm together with the proposed filter was highly significant when compared with the results of Fernandes (2008) and Carmo (2010), due to the number of homologous points found and the generated surface. To detect locations susceptible to landslides, information such as altitude, slope, aspect and curvature areas was extracted from the stereo pairs and, together with the variables entered by the user, was provided an analysis of how a particular area is susceptible to landslides. The proposed methodology can be extended to the evaluation and prediction of landslide risks in any other region, since it allows interaction with the user, so that it specifies the characteristics, the items and the weights needed for the analysis in question.
Edlund, Susanne. "Framkomlighetsanalys med hjälp av en digital terrängmodell och kartdata." Thesis, Linköping University, Department of Computer and Information Science, 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-2413.
Full textDriveability analysis of terrain data offers an important technique for decision support for all kinds of movements in the terrain. The work described in this report uses a high resolution digital terrain model generated from the laser radar data and further processed by the Category Viewer program, and information from the Real Estate Map. Properties of features found in a filtering process are calculated and compared with a set of rules in a knowledge base to get a driveability cost. This cost is then visualized in a graphical user interface.
An evaluation of what driveability is and what it is affected by is performed, and a general cost function is developed, which can be used even if not all relevant information is available.
The methods for property and cost calculation need to be developed further, as well as the rules in the knowledge base. However, the implemented program offers a good framework for furtherresearch in the area.
Tyagur, Nataliya. "Zpřesnění digitálního modelu metodami laserového skenování." Doctoral thesis, Vysoké učení technické v Brně. Fakulta stavební, 2019. http://www.nusl.cz/ntk/nusl-408018.
Full textKlusák, Petr. "Tvorba digitálního modelu terénu zadané části lokality Jedovnice." Master's thesis, Vysoké učení technické v Brně. Fakulta stavební, 2014. http://www.nusl.cz/ntk/nusl-227081.
Full textCastenvall, Anna, and Elin Petersson. "Utvärdering av två digitala terrängmodeller på öppna ytor : Framställda med NRTK-GNSS och Laserdata NH." Thesis, Högskolan i Gävle, Samhällsbyggnad, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-32663.
Full textA Digital Terrain Model (DTM) only represent the surface and has a broad application within, for example, community planning. There are different ways of producing a DTM, with the most common methods being ground- or airborne laser scanning and terrestrial- or satellite based measurement. Airborne laser scanning (ALS) uses the technique LiDAR (Light Detection and Ranging) which measures distances with laser. Lantmäteriet, the Swedish cadastral mapping and surveying authority, began in 2009 with a project to scan entire Sweden with ALS and was finished in 2019. The outcome of the project was a new national height model that is called Laserdata NH with a positional accuracy of 0,1 m in height. The purpose of this bachelor thesis is to study the uncertainty of Laserdata NH and to investigate if it can replace terrestrial measurements, for example replacing Laserdata NH with GNSS mapping. The study area is approximately 0,85 hectares and consists of a grassland area surrounded by gravel paths. The area is located in Teknikparken, Gävle. To see if Laserdata NH can replace GNSS-measurements a DTM was created from Laserdata NH as well as a DTM created from measurements with NRTK-GNSS. All measurements followed the requirements and tolerances according to SIS-TS 21144:2016. To control the uncertainty for Laserdata NH, control profiles were measured, which acted as a reference. The control profiles were also used as a reference when comparing the two DTMs. Max and min deviation, mean deviation, standard deviation and RMS were calculated for each profile, per ground area and using two models. The calculations were performed to see if the values were too high or too low in any part of an area and to be able to see the probability of systematic deviations. A statistical analysis was performed to see if there were any difference between the DTM and the mean deviation of the control profiles. The result showed that there was a statistic significant deviation on the mean deviation between the DTM created by Laserdata NH and the control profile for both the gravel and the grass surface. This means that Laserdata NH cannot replace NRTK-GNSS on open, plain grass or gravel surfaces. The controls of the two DTMs are within the tolerances according to SIS-TS 21144:2016 and are considered reliable. The study concluded that Laserdata NH can be used without supplement to do general plans. However, for detailed analysis Laserdata NH needs to be supplemented with additional measurements or orthophoto.
Coelho, Fabrício Fernandes. "Comparação de métodos de mapeamento digital de solos através de variáveis geomorfométricas e sistemas de informações geográficas." reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2010. http://hdl.handle.net/10183/25062.
Full textSoil maps are sources of important information for land planning and management, but are expensive to produce. This study proposes testing and comparing single stage classification methods (multiple multinomial logistic regression and Bayes) and multiple stage classification methods (CART, J48 and LMT) using geographic information system and terrain parameters for producing soil maps with both original and simplified legend. In ArcGis environment terrain parameters and original soil map were sampled for training algoritms. The results from statistical software Weka were implemented in ArcGis environment to generate digital soil maps. Error matrices were genereted for analysis accuracies of the maps.The terrain parameters that best explained soil distribution were slope, profile and planar curvature, elevation, and topographic wetness index. The multiple stage classification methods showed small improvements in overall accuracies and large improvements in the Kappa index. Simplification of the original legend significantly increased the producer and user accuracies, however produced small improvements in overall accuracies and Kappa index.
Reeves, Robert William. "Image matching in the compressed domain." Thesis, Queensland University of Technology, 1999.
Find full textWang, Chen. "Large-scale 3D environmental modelling and visualisation for flood hazard warning." Thesis, University of Bradford, 2009. http://hdl.handle.net/10454/3350.
Full textGustafsson, Jacob. "Mapping drainage of the rootless shield volcano at Dimmuborgir, northern Iceland." Thesis, Stockholms universitet, Institutionen för geologiska vetenskaper, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-131405.
Full textPanchártek, Jan. "Podklady pro tvorbu mapy pro orientační běh." Master's thesis, Vysoké učení technické v Brně. Fakulta stavební, 2013. http://www.nusl.cz/ntk/nusl-226211.
Full textBárta, František. "Zaměření a tvorba 3D modelu pro hydrotechnický projekt." Master's thesis, Vysoké učení technické v Brně. Fakulta stavební, 2013. http://www.nusl.cz/ntk/nusl-226225.
Full textEskina, Ksenija, and Ali Watoot. "En jämförelsestudie mellan punktmoln framställda med UAS-fotogrammetri och Laserdata NH på ett industriområde i Västsverige." Thesis, Högskolan Väst, Avdelningen för Matematik, Data- och Lantmäteriteknik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:hv:diva-15321.
Full textGeneration of Digital Terrain Model (DTM) is an essential part in project planning in questions related to spatial planning. Basis for the DTM is the point cloud which obtains initial data from the measurement. DTM can be used in different areas, accepted quality level is depending on the assignment for which DTM is produced. UAS-photogrammetry is one of the methods which is used for DTM generation, but it is possible to produce DTM from point cloud originated from Laserdata NH. A DTM is a model representing entirely terrain surface, where the data used for its generation gathers from measuring of a certain object. The purpose of this study accomplished at Department of Engineering Science at University West was to compare two different methods for point cloud generation as a basis for DTM. First point cloud generated comes from own measurement with UAS-photogrammetry and second is a point cloud from acquired Laserdata NH. The goal of the comparison is to examine if it is possible to replace UAS-photogrammetry with the cost effective Laserdata NH in the project for the industrial area (Lödöse varvet) in Lilla Edet municipality, and if it is possible to replace it generally. With help of Agisoft Metashape software the point cloud from UAS-measurement with DJI Phantom 4 Advanced was generated and then compared to Laserdata NH point cloud in CloudCompare program. Result of this study is showing that it is possible to replace UAS-photogrammetry with Laserdata NH in this specific and others similar projects which have same purpose and certain decided precision since point clouds are not significantly deviating from each other. While it is not possible to replace them generally, as UAS-photogrammetry obtains higher precision concerning point cloud generation compared to accuracy that Laserdata NH has in its measurements.
Nghiem, Huu-Luyen. "Evaluation des dommages induits par des mouvements de terrain sur des structures en maçonnerie à l'aide de la modélisation physique." Thesis, Université Grenoble Alpes (ComUE), 2015. http://www.theses.fr/2015GREAI012/document.
Full textMasonry structures present a significant proportion of individual houses and are especially more vulnerable when subjected to ground movements. To deal with consequences of this problem, a test-platform has been developed in order to simulate ground movements and their effect on structure models on the surface. This thesis is based on a reduced physical model and develops damage assessment methods for masonry structures using physical modelling. Firstly, a small-scaled physical model under Earth's gravity (1g) has been developed to reproduce this phenomenon. This model of soil-foundation-masonry interaction has a scale factor of 1/40. The analogue soil consists of the Fontainebleau sand. The foundation part of the structure is made of liquid silicon and masonry walls are made from small wooden blocks. To measure displacements fields of the soil and the structure, a digital image correlation (DIC) technique is used. Discussions about the use of this technique when performing a test, especially the consideration of measurement errors, are also addressed. Secondly, we first assess the damage through conventional methods based on damage indicators and graphs. Then, new easy to use tools based on the DIC technique are proposed to carry out a more effective damage assessment. The first tool helps identify failure modes in the structure, based on the Winkler soil-structure interaction model. To do this, the inverse problem of soil-structure interaction is resolved, and the failure modes, based on internal forces, are identified. Then, a DIC-M model is proposed to reproduce the crack propagation in the masonry wall. The key point of this model consists in the simulation of the block movements in a discrete element system (DES). Consequently, cracks can appear easily, and then the crack identification and quantification become easier. More precisely, a new damage indicator related to the cumulated length of cracks allows to better quantify the damage and the cartography the cracks. The measurement uncertainty is determined by Monte-Carlo simulation. Thirdly, the performance of proposed tools is discussed through an example of assessing potential damages. An individual house in masonry subjected to ground movements was studied using physical experimentation. A test campaign related to the most sensitive positions of the structure with respect to the subsidence centre is performed. Damage assessment is conducted using deformation measurement and crack characteristics. The comparison between conventional and developed methods shows the relevance of the damage indicator related to the cumulated length of cracks, and this indicator can be considered as a new tool for damage assessment in practice. Finally, operational recommendations are suggested in order to obtain a better estimation of the damage level of the structure
Gustafsson, Amanda, and Olov Wängborg. "Mätosäkerhet vid digital terrängmodellering med handhållen laserskanner : Undersökning av den handhållna laserskannern ZEB-REVO." Thesis, Högskolan i Gävle, Samhällsbyggnad, GIS, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-26841.
Full textA digital terrain model (DTM) represent exclusively the earth surface. There are several methods which can be utilized to create DTMs, where laser scanning have become a common used method. Airborne laser scanning (ALS) is often used since the method can cover a large area in a relatively short time. However a disadvantage with ALS is that the data collection, for a wooded area, can be inadequate due to penetration difficulties for some laser beams. For that reason a handheld laser scanner (HLS) can be an alternative since measurements can be done fast and does not need the same extensive planning. Earlier studies mention HLS to have several advantages but can still not yet be compared with terrestrial laser scanning (TLS) concerning the measurements uncertainty. There are, however, no studies that investigates how measurements with HLS stands against FLS. The purpose with the study is to evaluate the ability to use measurements from HLS to create a DTM for a wooded area in comparison with ALS. This is done by comparing the different uncertainties for each DTM. In the study the acquisition of HLS laser data was collected with the instrument ZEB-REVO and the ALS laser data was received from Lantmäteriet (cadastral mapping and surveying authority in Sweden). After the data acquisition a DTM were created from each data set (method). The DTMs were then compared to control profiles, which have been measured with total station. From the comparison with the control profiles average height deviation and standard deviation were calculated for each DTM. The result shows that the DTM created from ALS data received an average height deviation of 0,055 m for the whole area with a standard deviation of 0,046 m. Corresponding result for the DTM created from HLS data were calculated, at best, to 0,043 m in average height deviation and 0,034 m in standard deviation. The study shows that the methods HLS and ALS gave equivalent result regarding the comparison with the control profiles, however HLS gave a generally lower value for standard deviation. Furthermore ZEB-REVO with its processing program GeoSLAM was considered to be very easy and user friendly. The area (approx. 2000 m2) for the study was scanned within only 10 min. The conclusion which were drawn from the obtained result was that measurements with HLS can generate an equivalent DTM, concerning the uncertainty, as measurements with FLS. Thereby HLS can be a complementing method but still FLS is seen as an effective method.
Žilinskas, Linas. "Nuotolinių tyrimų metodais gautų duomenų patikimumo įvertinimas." Master's thesis, Lithuanian Academic Libraries Network (LABT), 2013. http://vddb.laba.lt/obj/LT-eLABa-0001:E.02~2013~D_20130621_143214-53614.
Full textLIDAR terrain laser scanning technique is increasingly used in digital terrain model creation. This method provides dense uneven three-dimensional scatter geometric and radiometric information that simulates objects on earth’s surface. This is a relatively recent method used to record topographic data of the land. One of the key issues still associated with remote sensing methods is its reliability, which is why it is relevant to analyze and evaluate this aspect. This thesis aims at evaluating LIDAR data reliability, comparing them with data obtained by field measurements carried out at selected control areas using geodesic instruments. Riešės river basin area was selected as an object for the study and its elevation data have been investigated in the research. It was concluded that LIDAR data are reliable and can be used for the basin volume calculation. However, the size of the grid should be selected according to terrain relief.
Cui, Zheng. "A Generalized Adaptive Mathematical Morphological Filter for LIDAR Data." FIU Digital Commons, 2013. http://digitalcommons.fiu.edu/etd/995.
Full textLibosvár, Marek. "Studie protipovodňových opatření v lokalitě Žabovřesky na Svratce v km 42,000 – 45,000." Master's thesis, Vysoké učení technické v Brně. Fakulta stavební, 2016. http://www.nusl.cz/ntk/nusl-240067.
Full textKidner, David B. "Digital terrain models for radio path loss calculations." Thesis, University of South Wales, 1991. https://pure.southwales.ac.uk/en/studentthesis/digital-terrain-models-for-radio-path-loss-calculations(6733f679-d3c0-4a25-916f-0464321ea520).html.
Full textSköld, Olivia. "Analys av lägesosäkerheter hos fotogrammetriskt framställda DTM - en jämförelse mellan två programvaror." Thesis, Högskolan i Gävle, Samhällsbyggnad, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-32058.
Full textDrones have become a more and more frequent tool to document the surface of the ground, especially in smaller areas that otherwise are too expensive to observe by other means. This technology makes it possible to create digital terrain models (DTM) that represents the surface of the ground excluding vegetation, houses or other objects on the ground. These models can be created by laser scanned data (LiDAR-data) or aerial photogrammetry (aerial photos). In order to create a digital model from raw data are various software needed. This study aims to test two software’s ability to create digital terrain models from UAS photos. The software were evaluated by the uncertainties of the models, as well as the user-friendliness of each software. All data used in this study was collected by Norconsult for another project in 2018 and consist of UAS photos and data from terrestrial measurements. The softwares used in this study for comparison are UAS Master (using both computer vision and photogrammetric methods) and SURE Aerial (using computer vision). It turned out that additional use of software were needed to create DTMs that were comparable. UAS Master could not show or edit point clouds in 3D, because of this the software Trimble Business Centre had to be used. This program was also used to obtain height deviations. SURE Aerial on the other hand turned out to only be able to create digital surface models (models of the visible ground). The software Cloud Compare and Agisoft Photoscan (nowadays Metashape) were therefore used to create the DTM from the point cloud. The height deviations from the ladder DTM were obtained from the software Geo. Two conclusions could be drawn from this study: 1) the uncertainties of the different surface types were similar in the software despite the different ways to create the DTMs (asphalt: 0.039 m; gravel: 0.040 m; grass: 0.048 m). All of which meet the requirements according to HMK – Flygfotografering 2017; 2) SURE Aerial is a lot easier and quicker to work with but UAS Master give the user a lot more feedback in the way of documentation throughout the different processes.
Silva, Karla de Andrade e. "Análise da variabilidade espacial da precipitação e parâmetros hidrológicos em bacia experimental: estudo da transformação da chuva em uma pequena bacia hidrográfica urbana." Universidade de São Paulo, 2003. http://www.teses.usp.br/teses/disponiveis/18/18138/tde-16112016-093025/.
Full textIn first part of this work consists on the installation of pluviographic, water-height graphs and surveying of hydrological events with obtained data from spatial distribution of precipitation observed and resultant hydrograms. Experiments of water infiltration in the soil were done by an infiltrometer disc to characterize the spatial variability of hydraulic conductivity and the losses of infiltration in the basin obtaining two sets of data that showed to be lognormally distributed in average equal to 15.8 mm/h and 5.47 mm/h. A theoric study was conduced in the second part of work comprehending the development of hydrologic model distributed. The conception of the model proceed from the premise that allbasin area can be represented by cells derived from a Digital Terrain Model (DTM) specifying in each cell the hydraulic equation - hydrologic. The soil heterogeneity and the precipitation were studied by model simulation considering spatial distributions different to the hydraulic conductivity satured of the soil and to pluvial events. The results pointed out the differences among peak outflow can be more than 100% considering minimum and maximumresolution degrees as the precipitation and affirmed the consensus that the acquaintance of the pluvial spatial distribution is fundamental in the adjustment of hydrologic models distributed.
Sun, Hua. "Digital terrain modelling of catchment erosion and sedimentation /." Title page, contents and abstract only, 1998. http://web4.library.adelaide.edu.au/theses/09PH/09phs9565.pdf.
Full textVaišvila, Andrius. "Nenusistovėjusio tekėjimo reiškiniai Kruonio HAE reversiniame kanale ir jų modeliavimas." Master's thesis, Lithuanian Academic Libraries Network (LABT), 2012. http://vddb.laba.lt/obj/LT-eLABa-0001:E.02~2012~D_20120530_125628-26197.
Full textThis work deals with fluctuations in the water flow regime that occur in the outlet channel of the Kruonis Pumped Storage Plant and are produced by uneven running of hydrounits while starting and stopping them. Research purpose: to determine the patterns of fluctuations in the water flow regime that occur in the outlet channel of the Kruonis Pumped Storage Plant and the nearest part of Kaunas Lagoon. Research method: numerical modeling of hydrodynamics in the MIKE21 environment. A digital terrain model of the reverse channel bottom consisting of a rectangular grid network (grid), made following the latest bathymetric measurements, was used for the hydrodynamic model. The elementary grid cell dimentions in the model were 5x5 m. To describe the boundary conditions of the model, time functions which express the water flow rate changes over time of each hydrounit in different operating modes of the KPSP were chosen. The fixed Kaunas Reservoir water level was set in the model as the other open boundary. The results of the hydrodynamic modeling were output and recorded at each computational time step and their analysis was performed using MIKE21 software package tools. To evaluate the accuracy and reliability of the hydrodynamic simulation results, a verification of the model was performed, which used the results of visual monitoring of actually measured water level dynamics and flow vector field directions . Analyzing the findings of simulation, consistent patterns of the... [to full text]
Баранова, Ірина Володимирівна, Ирина Владимировна Баранова, Iryna Volodymyrivna Baranova, I. Voitsekhovskyi, and V. Zubko. "The Technology and Construction Methods of Digital Terrain Models." Thesis, Sumy State University, 2016. http://essuir.sumdu.edu.ua/handle/123456789/47052.
Full textLundmark, Johan, and Häggström Lukas Grönlund. "Utvärdering av digitala terrängmodeller framtagna med flygburen laserskanning och UAS-fotogrammetri." Thesis, Högskolan i Gävle, Samhällsbyggnad, GIS, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-27295.
Full textDe senaste åren har tekniken för Unmanned Aircraft System (UAS) utvecklats snabbt och idag finns flera system på marknaden. Ett resultat av den snabba utvecklingen är att de olika systemen skiljer sig åt, dels i pris men även i kapacitet. Syftet med studien var att undersöka hur olika UAS-system skiljer sig åt i mätosäkerhet vid framställning av digitala terrängmodeller, men även hur olika UAS-system står sig mot det regelverk som finns för framställning av digitala terrängmodeller vid detaljprojektering enligt SIS-TS 21144:2016 Tabell 6 klass 1-3. Ytterligare ett syfte med studien var att undersöka hur olika programvaror skiljer sig åt vid framställning av punktmoln från bilddata. I studien kontrollerades och jämfördes tre digitala terrängmodeller genererade över samma område med två olika UAS-system samt laserskanning från ett flygplan. Terrängmodellerna jämfördes mot kontrollprofiler framställda med RUFRIS-metoden. De olika UAS-systemen var en dyrare variant, Smartplanes S1C (fastavingar), och en billigare variant, Dji Phantom 4 PRO (roterande vingar). De tillämpade flyghöjderna för flygningarna var 174 m för Smartplanes och 80 m för Dji Phantom. Resultatet från studien visar att laserskanning från flygplanet uppnådde lägst mätosäkerhet och klarade samtliga krav för varje separat marktyp för detaljprojektering enligt SIS-TS 201144:2016 Tabell 6 klass 1-3. Marktyper som undersöktes var: asfalt, naturmark, gräs och grus. Vidare klarade terrängmodellen producerad med Dji Phantom endast kravet för asfaltsytor, där medelavvikelsen fastställdes till 0,001 m. Terrängmodellen producerad med Smartplanes klarade endast kraven för marktyperna asfalt och grus där medelavvikelsen fastställdes till -0,007 m respektive 0,017 m. Som en del i studien jämfördes programvarorna PhotoScan och UASMaster för framställning av punktmoln för bilder insamlade med Smartplanes S1C. Resultatet visar att PhotoScan uppnådde lägst mätosäkerhet för asfalt, gräs och grus medan UASMaster uppnådde lägst mätosäkerhet för naturmark. Studien visar att flygburen laserskanning borde vara en fortsatt föredragen metod för insamling av topografisk data då metoden resulterade i lägst mätosäkerheter i denna studie. Vidare visar studien att det är möjligt att framställa digitala terrängmodeller med UAS för detaljprojektering enligt SISTS 21144:2016 för asfalt- och grusytor. Dessutom konstateras att olika bearbetningsprogram skiljer sig vid framställning av punktmoln.
Servadio, Zarah. "Apports de l’imagerie à haute résolution spectrale et spatiale dans les bilans de volume et bilans radiatifs au Piton de La Fournaise." Thesis, La Réunion, 2011. http://www.theses.fr/2011LARE0020/document.
Full textRemote sensing opens new perspectives for the study and monotoring of volcanoes. In this thesis, different approaches were discussed. optical and thermal satellite imagery provides a synoptic view over a wide area. The understanding of surface state changes is particulary important in the monotoring of the activity of active volcanoes. Several, questions arise: • What advantages offer optical observation satellites of the Earth for calculations of lava volumes issues? • What are their limits? • Calculations of flow by remote sensing are reliable? • What is the interest of a multi-tool and multi-source approach? These issues were addressed by taking the Piton de la Fournaise to target. Several methods have been implemented and tested: 1) automatic extraction of the contours of flows of lava, 2) the cretion of numerical model of elevation (DEM) imaging satellite, 3) the calculation of flows from thermal images, 4) follow-up post eruptive flow modelling of cooling and the observed deformations in-situ measurement. The added value of this work is the ability to validate the results of remote sensing measurements from models because of the proximity of the sites studied in situ. The use of these techniques to obtain the average flow rates of lavas to several eruptions and follow topographic evolution of the volcano and its large structures. Satellite thermal measurements provide the means of forcing changes in the flow of eruptions over time, while Dems helped to obtain a total volume in the case of flows with high thicknesses. With these techniques, it was possible to define two types of erutions with changes similar to those observed on different volcanoes
Ahmad, Ali Mohsin. "Digital terrain models in engineering : assessment and improvement of accuracy." Thesis, University of Newcastle Upon Tyne, 1987. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.278756.
Full textMtshatsha, Bandile. "Analysis of photogrammetrically-derived digital surface and terrain models for building recognition." Master's thesis, University of Cape Town, 1997. http://hdl.handle.net/11427/9466.
Full textBuildings are one of the most frequently occurring man-made objects and in urban scenes their detection and reconstruction, e.g., in the form of three-dimensional CAD (computer aided design) models, is very important to many users such as architects, town planners and telecommunications and environmental engineers. This thesis examines the role of digital terrain and surface models in supporting this reconstruction process. The thesis is structured into four main parts, namely, image matching to derive the data sets, building detection to delineate buildings from other man-made objects in DSM (digital surface model), DSM quality analysis to determine the reliability of the data, hydrological analysis to determine flood zones as an additional example of DTM application and finally conclusions and possible future outlook. Image matching was performed using an in-house image matching software in the Geomatics department. Off-the-shelf GIS functionality was used to tackle building detection, DSM quality analysis and hydrological analysis. A key feature of GIS functionality is the ability to exploit standard functions for the input/output, management, spatial analysis, editing and visualisation. It also aims at enhancing the accessibility of developed tools to end users.
Mohamed, Gar Al-nabi Ibrahim. "Digital terrain models : off-line quality control of source data and derived information." Thesis, University of Newcastle Upon Tyne, 1991. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.315618.
Full textChou, Yi-Chun, and 周怡君. "Simulation of Watershed Potential Landslides Using Digital Terrain Model." Thesis, 2002. http://ndltd.ncl.edu.tw/handle/n46f39.
Full text逢甲大學
土木及水利工程所
90
Landslide which caused by high-intensity rainfall has become an important factor of triggering debris flow. In this study, by stability theory and digital terrain model (DTM) data, wetness character and riverbed physical character, we can establish slope stability model and result in critical angle of failure. With landslide site, landslide slope and landslide area, the above three character can estimate the model accuracy. As results, the simulated hillslope failure site and failure slope matches will with the model in Nan-Ping-Keng, Jun-Ken-Kou, Er-Bu-Keng, San-Bu-Keng, Feng-Qiu in NanTou County after Tao-Zhi typhoon and its failure critical angle result between . Although the simulate failure landslide area has rater low accuracy, and lager than the actual value after Tao-Zhi typhoon, but it indicates that the above five area still has a great deal of landslide failure potential, and the occur of debris flow is relative high.
Lan, Shyh-Cherng, and 藍士呈. "Fractal and Spatial Variation Analysis of Digital Terrain Model." Thesis, 1996. http://ndltd.ncl.edu.tw/handle/51261077674570346960.
Full text國立臺灣大學
農業工程學系
84
Many hydrologic models nowadays use require spatially distributed data to derive watershed characteristics . Among these spatial data , DTM is increasingly importantin delineating subwatersheds ,defining flow paths , calculating slopes and 40m*40m grid areas . It is necessary to investigate the suitability of deriving hydrologic parameters form DTM through the analyses of scale invariance and spatial variability. DTM proflies along different directions of the Feitsuei Reservoir watershed located in northern Taiwan were considered fractional Brownain random field. Spatial variability of along each profile is characterized by its variogram. In our normalized variogram of different profiles were established and compared. No anisotropic spatial variability of elevation was found for the watershed. The effect of scale is investigated by resampling while keeping the suppory of the data unchange. Original DTM data were resampled at different spatial sampling intervals and use for study of scale invariance of elevation variability. Fractal dimension of the original and resampled DTM data are identical indicating the existence of scale invariance, thus,hydrologic parameters derived from DTM data can be used in distributed hydrological models .