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1D and 2D Flow Routing on a Terrain

Published: 13 November 2020 Publication History

Abstract

An important problem in terrain analysis is modeling how water flows across a terrain creating floods by forming channels and filling depressions. In this paper we study a number of flow-query related problems: given a terrain Σ represented as a triangulated xy-monotone surface with n vertices, and a rain distribution R which may vary over time, determine how much water is flowing over a given edge as a function of time. We develop internal-memory as well as I/O-efficient algorithms for flow queries. This paper contains four main results:
(i) An internal-memory algorithm for answering terrain-flow queries: preprocess Σ into a linear-size data structure so that given a rain distribution R the flow-rate functions of all edges of Σ can be reported quickly.
(ii) I/O-efficient algorithms for answering terrain-flow queries.
(iii) An internal memory algorithm for answering edge-flow queries: preprocess Σ into a linear-size data structure so that given a rain distribution R, the flow-rate function of an edge under the single-flow direction (SFD) model can be computed quickly.
(iv) We present an efficient algorithm that given a path in Σ computes the two-dimensional channel along which water flows.

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  • (2023)1D and 2D Flow Routing on a TerrainACM Transactions on Spatial Algorithms and Systems10.1145/35396609:1(1-39)Online publication date: 12-Jan-2023

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cover image ACM Conferences
SIGSPATIAL '20: Proceedings of the 28th International Conference on Advances in Geographic Information Systems
November 2020
687 pages
ISBN:9781450380195
DOI:10.1145/3397536
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 13 November 2020

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Author Tags

  1. Terrains
  2. flood-risk analysis
  3. hydrological modeling
  4. river-network extraction

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  • (2023)1D and 2D Flow Routing on a TerrainACM Transactions on Spatial Algorithms and Systems10.1145/35396609:1(1-39)Online publication date: 12-Jan-2023

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