TY - JOUR
T1 - Selecting sites for afforestation to minimize sediment loss from a river basin
T2 - Computational complexity of Single and Multiple Flow Direction Methods in raster databases
AU - Castillo-Reyes, Grethell
AU - Estrella, René
AU - Gabriels, Karen
AU - Van Orshoven, Jos
AU - Abrams, Floris
AU - Roose, Dirk
N1 - Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2023/2
Y1 - 2023/2
N2 - To minimize the sediment flowing to the outlet of a river catchment with minimal effort or cost, the best areas to perform a certain intervention, e.g., afforestation, must be selected. CAMF is a method that performs this selection process iteratively in a raster geo-database. The original version of CAMF uses a Single Flow Direction (SFD) algorithm to simulate the flow paths. Although SFD is often used in studies related to hydrological applications, it may fail to reflect the nature of flow transport, depending on the topography. This paper describes and analyzes the integration of Multiple Flow Direction (MFD) methods in CAMF, in order to provide more accurate flow simulations in areas with specific topographic characteristics. We compare the computational complexity of CAMF-SFD and CAMF-MFD using two methods: FD8 and D∞, and we discuss the scalability w.r.t. the number of cells involved. We evaluate the behavior of these three variants for sediment yield minimization by afforestation in two catchments with different properties.
AB - To minimize the sediment flowing to the outlet of a river catchment with minimal effort or cost, the best areas to perform a certain intervention, e.g., afforestation, must be selected. CAMF is a method that performs this selection process iteratively in a raster geo-database. The original version of CAMF uses a Single Flow Direction (SFD) algorithm to simulate the flow paths. Although SFD is often used in studies related to hydrological applications, it may fail to reflect the nature of flow transport, depending on the topography. This paper describes and analyzes the integration of Multiple Flow Direction (MFD) methods in CAMF, in order to provide more accurate flow simulations in areas with specific topographic characteristics. We compare the computational complexity of CAMF-SFD and CAMF-MFD using two methods: FD8 and D∞, and we discuss the scalability w.r.t. the number of cells involved. We evaluate the behavior of these three variants for sediment yield minimization by afforestation in two catchments with different properties.
KW - Afforestation
KW - Multiple Flow Direction
KW - Sediment Flow Simulation
KW - Sediment Yield Minimization
KW - Single Flow Direction
UR - https://www.scopus.com/pages/publications/85143361224
U2 - 10.1016/j.cageo.2022.105269
DO - 10.1016/j.cageo.2022.105269
M3 - Artículo
AN - SCOPUS:85143361224
SN - 0098-3004
VL - 171
JO - Computers and Geosciences
JF - Computers and Geosciences
M1 - 105269
ER -