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Volumn 409, Issue 1-2, 2011, Pages 94-103

Topographic controls on overland flow generation in a forest - An ensemble tree approach

Author keywords

Digital Elevation Model; Overland flow; Random Forest; Spatial scale; Topography; Tropical rainforest

Indexed keywords

DIGITAL ELEVATION MODEL; OVERLAND FLOW; RANDOM FORESTS; SPATIAL SCALE; TROPICAL RAIN FOREST;

EID: 80054057033     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2011.08.002     Document Type: Article
Times cited : (29)

References (84)
  • 1
    • 24644449881 scopus 로고    scopus 로고
    • Rainfall-induced soil surface sealing: a critical review of observations, conceptual models, and solutions
    • Assouline S. Rainfall-induced soil surface sealing: a critical review of observations, conceptual models, and solutions. Soil Sci. Soc. Am. J. 2004, 3:570-591.
    • (2004) Soil Sci. Soc. Am. J. , vol.3 , pp. 570-591
    • Assouline, S.1
  • 2
    • 0018441920 scopus 로고
    • A physically-based variable contributing area model of basin hydrology
    • Beven K., Kirkby M. A physically-based variable contributing area model of basin hydrology. Hydrol. Sci. Bull. 1979, 24:43-69.
    • (1979) Hydrol. Sci. Bull. , vol.24 , pp. 43-69
    • Beven, K.1    Kirkby, M.2
  • 3
    • 0029413274 scopus 로고
    • Scale issues in hydrological modelling: a review
    • Bloeschl G., Sivapalan M. Scale issues in hydrological modelling: a review. Hydrol. Process. 1995, 9(3-4):251-290.
    • (1995) Hydrol. Process. , vol.9 , Issue.3-4 , pp. 251-290
    • Bloeschl, G.1    Sivapalan, M.2
  • 4
    • 0018061256 scopus 로고
    • The development of overland flow in a tropical rainforest catchment
    • Bonell M., Gilmour D. The development of overland flow in a tropical rainforest catchment. J. Hydrol. 1978, 39:365-382.
    • (1978) J. Hydrol. , vol.39 , pp. 365-382
    • Bonell, M.1    Gilmour, D.2
  • 5
    • 80054067327 scopus 로고    scopus 로고
    • A hydrological approach to tropical forestation: controversial issues on surface and subsurface water transfer in a tropical rainforest catchment
    • Bonell M., Molicova H. A hydrological approach to tropical forestation: controversial issues on surface and subsurface water transfer in a tropical rainforest catchment. Hydrol. Sci. Bull. 2003, 26:1-18.
    • (2003) Hydrol. Sci. Bull. , vol.26 , pp. 1-18
    • Bonell, M.1    Molicova, H.2
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random Forest
    • Breiman L. Random Forest. Mach. Learn. 2001, 45:5-32.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 7
    • 80054067794 scopus 로고    scopus 로고
    • Manual on setting up
    • using, and understanding Random Forest v3.1.
    • Breiman, L., 2002. Manual on setting up, using, and understanding Random Forest v3.1. http://oz.berkeley.edu/users/breiman/Using_random_forests_V3.1.pdf.
    • (2002)
    • Breiman, L.1
  • 9
    • 0036299432 scopus 로고    scopus 로고
    • Logistic modeling to spatially predict the probability of soil drainage classes
    • Campling P., Gobin A., Feyen J. Logistic modeling to spatially predict the probability of soil drainage classes. Soil Sci. Soc. Am. J. 2002, 66:1390-1401.
    • (2002) Soil Sci. Soc. Am. J. , vol.66 , pp. 1390-1401
    • Campling, P.1    Gobin, A.2    Feyen, J.3
  • 10
    • 75849118322 scopus 로고    scopus 로고
    • Predicting the natural flow regime: models for assessing hydrological alteration in streams
    • Carlisle D., Falcone K., Wol D., Meador M., Norris R. Predicting the natural flow regime: models for assessing hydrological alteration in streams. River Res. Appl. 2010, 26:118v-136.
    • (2010) River Res. Appl. , vol.26
    • Carlisle, D.1    Falcone, K.2    Wol, D.3    Meador, M.4    Norris, R.5
  • 11
    • 0034019855 scopus 로고    scopus 로고
    • Influence of aspect and slope gradient on hydraulic conductivity measured by tension infiltrometer
    • Casanova M., Messing I., Joel A. Influence of aspect and slope gradient on hydraulic conductivity measured by tension infiltrometer. Hydrol. Process. 2000, 14:155-164.
    • (2000) Hydrol. Process. , vol.14 , pp. 155-164
    • Casanova, M.1    Messing, I.2    Joel, A.3
  • 12
    • 21344437298 scopus 로고    scopus 로고
    • Contrasting flow pathways within tropical forest slopes of Ultisol soils
    • Chappell N., Sherlock M. Contrasting flow pathways within tropical forest slopes of Ultisol soils. Earth Surf. Process. Landforms 2005, 30:735-753.
    • (2005) Earth Surf. Process. Landforms , vol.30 , pp. 735-753
    • Chappell, N.1    Sherlock, M.2
  • 13
    • 33144466823 scopus 로고    scopus 로고
    • BARUMODEL: a new approach to tropical catchment modelling for forestry and management
    • Chappell N., Tych W., Chotai A., Bidin K., Sinun W., Thang H. BARUMODEL: a new approach to tropical catchment modelling for forestry and management. Forest Ecol. Manage. 2006, 204:104-118.
    • (2006) Forest Ecol. Manage. , vol.204 , pp. 104-118
    • Chappell, N.1    Tych, W.2    Chotai, A.3    Bidin, K.4    Sinun, W.5    Thang, H.6
  • 14
  • 16
    • 0037011848 scopus 로고    scopus 로고
    • Evolution of soil surface roughness and flowpath connectivity in overland flow experiments
    • Darboux F., Davy P., Gascuel-Odoux C., Huang C. Evolution of soil surface roughness and flowpath connectivity in overland flow experiments. Catena 2001, 46:125-139.
    • (2001) Catena , vol.46 , pp. 125-139
    • Darboux, F.1    Davy, P.2    Gascuel-Odoux, C.3    Huang, C.4
  • 17
    • 0036179930 scopus 로고    scopus 로고
    • Effect of depression storage capacity on overland-flow generation for rough horizontal surfaces: water transfer distance and scaling
    • Darboux F., Davy P., Gascuel-Odoux C. Effect of depression storage capacity on overland-flow generation for rough horizontal surfaces: water transfer distance and scaling. Earth Surf. Process. Landforms 2002, 27:177-191.
    • (2002) Earth Surf. Process. Landforms , vol.27 , pp. 177-191
    • Darboux, F.1    Davy, P.2    Gascuel-Odoux, C.3
  • 18
    • 0036123964 scopus 로고    scopus 로고
    • Topographic position affects the water regime in a semideciduous tropical forest in Panama
    • Daws M., Mullins C., Burslem D., Paton S., Dalling J. Topographic position affects the water regime in a semideciduous tropical forest in Panama. Plant Soil 2002, 238:79-90.
    • (2002) Plant Soil , vol.238 , pp. 79-90
    • Daws, M.1    Mullins, C.2    Burslem, D.3    Paton, S.4    Dalling, J.5
  • 19
    • 0031574315 scopus 로고    scopus 로고
    • Rainfall interception from a lowland tropical rainforest in Brunei
    • Dykes A. Rainfall interception from a lowland tropical rainforest in Brunei. J. Hydrol. 1997, 220(1-4):260-279.
    • (1997) J. Hydrol. , vol.220 , Issue.1-4 , pp. 260-279
    • Dykes, A.1
  • 20
    • 0032796015 scopus 로고    scopus 로고
    • Vegetation arcs and litter dams: similarities and differences
    • Eddy J., Humphreys G., Hart D., Mitchell P., Fanning P. Vegetation arcs and litter dams: similarities and differences. Catena 1999, 37:57-73.
    • (1999) Catena , vol.37 , pp. 57-73
    • Eddy, J.1    Humphreys, G.2    Hart, D.3    Mitchell, P.4    Fanning, P.5
  • 21
    • 0035393093 scopus 로고    scopus 로고
    • Hydrological flowpaths in tropical rainforest soilscapes - a review
    • Elsenbeer H. Hydrological flowpaths in tropical rainforest soilscapes - a review. Hydrol. Process. 2001, 15:1751-1759.
    • (2001) Hydrol. Process. , vol.15 , pp. 1751-1759
    • Elsenbeer, H.1
  • 22
    • 0030131268 scopus 로고    scopus 로고
    • Hydrometric and hydrochemical evidence for fast flowpaths at La Cuenca, western Amazonia
    • Elsenbeer H., Lack A. Hydrometric and hydrochemical evidence for fast flowpaths at La Cuenca, western Amazonia. J. Hydrol. 1996, 180(1-4):237-250.
    • (1996) J. Hydrol. , vol.180 , Issue.1-4 , pp. 237-250
    • Elsenbeer, H.1    Lack, A.2
  • 23
    • 0034298241 scopus 로고    scopus 로고
    • Stormflow generation and flowpath characteristics in an Amazonian rainforest catchment
    • Elsenbeer H., Vertessy R. Stormflow generation and flowpath characteristics in an Amazonian rainforest catchment. Hydrol. Process. 2000, 14:1256-1270.
    • (2000) Hydrol. Process. , vol.14 , pp. 1256-1270
    • Elsenbeer, H.1    Vertessy, R.2
  • 25
    • 80054071962 scopus 로고    scopus 로고
    • FAO (Ed.), World Reference Base for Soils, World Soil Resources Report 84, Food & Agriculture Organisation of United Nations, Italy.
    • FAO (Ed.), 1998. World Reference Base for Soils, World Soil Resources Report 84, Food & Agriculture Organisation of United Nations, Italy.
    • (1998)
  • 26
    • 80054074453 scopus 로고
    • The Ecology of a Tropical Rainforest: Seasonal Rhythms and Long-Term Changes
    • Smitsonian Institution Press, Washington, DC
    • Foster R., Brokaw A. The Ecology of a Tropical Rainforest: Seasonal Rhythms and Long-Term Changes. Structure and History of the Vegetation of Barro Colorad Island 1982, Smitsonian Institution Press, Washington, DC.
    • (1982) Structure and History of the Vegetation of Barro Colorad Island
    • Foster, R.1    Brokaw, A.2
  • 27
    • 0025919818 scopus 로고
    • Calculating catchment area with divergent flow based on a regular grid
    • Freeman G. Calculating catchment area with divergent flow based on a regular grid. Comput. Geosci. 1991, 17:413-422.
    • (1991) Comput. Geosci. , vol.17 , pp. 413-422
    • Freeman, G.1
  • 28
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: the gradient boosting machine
    • Friedman J. Greedy function approximation: the gradient boosting machine. Ann. Stat. 2001, 29(5):337-374.
    • (2001) Ann. Stat. , vol.29 , Issue.5 , pp. 337-374
    • Friedman, J.1
  • 30
    • 72249093126 scopus 로고    scopus 로고
    • Influence of land use change on near-surface hydrological processes: undisturbed forest to pasture
    • Germer S., Neill C., Krusche A., Elsenbeer H. Influence of land use change on near-surface hydrological processes: undisturbed forest to pasture. J. Hydrol. 2010, 380:473-480.
    • (2010) J. Hydrol. , vol.380 , pp. 473-480
    • Germer, S.1    Neill, C.2    Krusche, A.3    Elsenbeer, H.4
  • 31
    • 3142636902 scopus 로고    scopus 로고
    • Overland flow generation in two lithologically distinct rainforest catchments
    • Godsey S., Elsenbeer H., Stallard R. Overland flow generation in two lithologically distinct rainforest catchments. J. Hydrol. 2004, 295:276-290.
    • (2004) J. Hydrol. , vol.295 , pp. 276-290
    • Godsey, S.1    Elsenbeer, H.2    Stallard, R.3
  • 32
    • 53549105570 scopus 로고    scopus 로고
    • Dynamic runoff connectivity of overland flow on steep forested hillslopes: scale effects and runoff transfer
    • Gomi T., Sidle R., Miyata S., Kosugi K., Onda Y. Dynamic runoff connectivity of overland flow on steep forested hillslopes: scale effects and runoff transfer. Water Resour. Res. 2008, 44:W08411.
    • (2008) Water Resour. Res. , vol.44
    • Gomi, T.1    Sidle, R.2    Miyata, S.3    Kosugi, K.4    Onda, Y.5
  • 33
    • 53549094931 scopus 로고    scopus 로고
    • Characteristics of overland flow generation on steep forested hillslopes of central Japan
    • Gomi T., Sidle R., Ueno M., Miyata S., Kosugi K. Characteristics of overland flow generation on steep forested hillslopes of central Japan. J. Hydrol. 2008, 361(3-4):275-290.
    • (2008) J. Hydrol. , vol.361 , Issue.3-4 , pp. 275-290
    • Gomi, T.1    Sidle, R.2    Ueno, M.3    Miyata, S.4    Kosugi, K.5
  • 34
    • 0030692620 scopus 로고    scopus 로고
    • Preferred states in spatial soil moisture patterns: local and nonlocal controls
    • Grayson R., Western A., Chiew F. Preferred states in spatial soil moisture patterns: local and nonlocal controls. Water Resour. Res. 1997, 33(12):2897-2908.
    • (1997) Water Resour. Res. , vol.33 , Issue.12 , pp. 2897-2908
    • Grayson, R.1    Western, A.2    Chiew, F.3
  • 35
    • 0842349305 scopus 로고    scopus 로고
    • Behaviour of chemical solutes during a storm in a rainforest headwater catchment
    • Grimaldi C., Grimaldi M., Millet A., Bariac T., BoulFgue J. Behaviour of chemical solutes during a storm in a rainforest headwater catchment. Hydrol. Process. 2004, 18:93-106.
    • (2004) Hydrol. Process. , vol.18 , pp. 93-106
    • Grimaldi, C.1    Grimaldi, M.2    Millet, A.3    Bariac, T.4    BoulFgue, J.5
  • 36
    • 48349147101 scopus 로고    scopus 로고
    • Soil organic carbon concentrations and stocks on Barro Colorado Island - Digital soil mapping using Random Forests analysis
    • Grimm R., Behrens T., Märker M., Elsenbeer H. Soil organic carbon concentrations and stocks on Barro Colorado Island - Digital soil mapping using Random Forests analysis. Geoderma 2008, 146:102-113.
    • (2008) Geoderma , vol.146 , pp. 102-113
    • Grimm, R.1    Behrens, T.2    Märker, M.3    Elsenbeer, H.4
  • 38
    • 0005101997 scopus 로고
    • Energy flow through litter in a Panamanian forest
    • Haines B., Foster R. Energy flow through litter in a Panamanian forest. J. Ecol. 1977, 65:147-155.
    • (1977) J. Ecol. , vol.65 , pp. 147-155
    • Haines, B.1    Foster, R.2
  • 39
    • 0037593540 scopus 로고    scopus 로고
    • Factors affecting runoff and soil erosion: plot-level soil loss monitoring for assessing sustainability of forest management
    • Hartanto H., Prabhu R., Widayat A., Asdak C. Factors affecting runoff and soil erosion: plot-level soil loss monitoring for assessing sustainability of forest management. Forest Ecol. Manage. 2003, 180(1-3):361-374.
    • (2003) Forest Ecol. Manage. , vol.180 , Issue.1-3 , pp. 361-374
    • Hartanto, H.1    Prabhu, R.2    Widayat, A.3    Asdak, C.4
  • 40
    • 20344399959 scopus 로고
    • Erosional development of streams and their drainage basins: hydrophysical approach to quantitative morphology
    • Horton R. Erosional development of streams and their drainage basins: hydrophysical approach to quantitative morphology. Geol. Soc. Am. Bull. 1945, 56:275-370.
    • (1945) Geol. Soc. Am. Bull. , vol.56 , pp. 275-370
    • Horton, R.1
  • 41
    • 0037011876 scopus 로고    scopus 로고
    • Hillslope topographic and hydrologic effects on overland flow and erosion
    • Huang C., Gascuel-Odoux C., Cros-Cayot S. Hillslope topographic and hydrologic effects on overland flow and erosion. Catena 2001, 46:177-188.
    • (2001) Catena , vol.46 , pp. 177-188
    • Huang, C.1    Gascuel-Odoux, C.2    Cros-Cayot, S.3
  • 42
    • 0024475989 scopus 로고
    • A new method for gridding elevation and streamline data with automatic removal of pits
    • Hutchinson M. A new method for gridding elevation and streamline data with automatic removal of pits. J. Hydrol. 1989, 106:211-232.
    • (1989) J. Hydrol. , vol.106 , pp. 211-232
    • Hutchinson, M.1
  • 43
    • 32144437965 scopus 로고    scopus 로고
    • Surface runoff and soil loss in tropical rainforest and pasture, Costa Rica, and indices explaining their variation
    • Jansson M., Stromberg K. Surface runoff and soil loss in tropical rainforest and pasture, Costa Rica, and indices explaining their variation. Zeitschrift für Geomorphologie 2004, 48(1):25-51.
    • (2004) Zeitschrift für Geomorphologie , vol.48 , Issue.1 , pp. 25-51
    • Jansson, M.1    Stromberg, K.2
  • 44
    • 33749252535 scopus 로고    scopus 로고
    • DOC and DIC in flowpaths of Amazonian headwater catchments with hydrologically contrasting soils
    • Johnson M., Lehmann J., Couto E., Novaes J., Riha S. DOC and DIC in flowpaths of Amazonian headwater catchments with hydrologically contrasting soils. Biogeochemistry 2006, 81(1):45-57.
    • (2006) Biogeochemistry , vol.81 , Issue.1 , pp. 45-57
    • Johnson, M.1    Lehmann, J.2    Couto, E.3    Novaes, J.4    Riha, S.5
  • 45
    • 34347212094 scopus 로고    scopus 로고
    • Stochastic analysis of soil moisture to understand spatial and temporal variations of soil wetness at a steep hillside
    • Kim S., Kim H. Stochastic analysis of soil moisture to understand spatial and temporal variations of soil wetness at a steep hillside. J. Hydrol. 2007, 341:1-11.
    • (2007) J. Hydrol. , vol.341 , pp. 1-11
    • Kim, S.1    Kim, H.2
  • 46
    • 3142605654 scopus 로고    scopus 로고
    • Identifying storm flow pathways in a rainforest catchment using hydrological and geochemical modelling
    • Kinner D., Stallard R. Identifying storm flow pathways in a rainforest catchment using hydrological and geochemical modelling. Hydrol. Process. 2004, 18:2851-2875.
    • (2004) Hydrol. Process. , vol.18 , pp. 2851-2875
    • Kinner, D.1    Stallard, R.2
  • 47
    • 80054081684 scopus 로고    scopus 로고
    • BCI GIS version 1.3. Smithsonian Tropical Research Institute, CD-Rom.
    • Kinner, D., Mixon, D., Stallard, R., Wahl, S., 2002. BCI GIS version 1.3. Smithsonian Tropical Research Institute, CD-Rom.
    • (2002)
    • Kinner, D.1    Mixon, D.2    Stallard, R.3    Wahl, S.4
  • 48
    • 0002649011 scopus 로고
    • Processes in Physical and Human Geography
    • Heinemann, England
    • Kirkby M. Processes in Physical and Human Geography. Hydrograph Modelling Strategies 1975, Heinemann, England, pp. 69-90.
    • (1975) Hydrograph Modelling Strategies , pp. 69-90
    • Kirkby, M.1
  • 49
    • 80054060094 scopus 로고    scopus 로고
    • The randomForest Package, Version 4.5-18.
    • Random Forest Documentation for R.
    • Liaw, A., Wiener, M., 2006. The randomForest Package, Version 4.5-18. Random Forest Documentation for R. http://cran.r-project.org/web/packages/randomForest/index.html.
    • (2006)
    • Liaw, A.1    Wiener, M.2
  • 50
    • 33745467016 scopus 로고    scopus 로고
    • Temporal stability of soil moisture spatial pattern and subsurface preferential flow pathways in the Shale Hill catchment
    • Lin H. Temporal stability of soil moisture spatial pattern and subsurface preferential flow pathways in the Shale Hill catchment. Vadose Zone J. 2006, 5:317-340.
    • (2006) Vadose Zone J. , vol.5 , pp. 317-340
    • Lin, H.1
  • 51
    • 80054064210 scopus 로고    scopus 로고
    • ArcHydro: GIS for Water Resources, ESRI, Redlands, CA, USA.
    • Maidment, D., 2002. ArcHydro: GIS for Water Resources, ESRI, Redlands, CA, USA.
    • (2002)
    • Maidment, D.1
  • 52
    • 0024251025 scopus 로고
    • Modelling in Geomorphological Systems
    • John Wiley
    • Mark D. Modelling in Geomorphological Systems. Network Models in Geomorphology 1988, John Wiley, pp. 73-97.
    • (1988) Network Models in Geomorphology , pp. 73-97
    • Mark, D.1
  • 53
    • 52349124787 scopus 로고    scopus 로고
    • Centimetre-scale digital representations of terrain and impacts on depression storage and runoff
    • Martin Y., Valeo C., Tait M. Centimetre-scale digital representations of terrain and impacts on depression storage and runoff. Catena 2008, 75:223v-233.
    • (2008) Catena , vol.75
    • Martin, Y.1    Valeo, C.2    Tait, M.3
  • 56
    • 80054078950 scopus 로고
    • Special map of Barro Colorado Island.
    • In: Engineer Production Plant, Panama Canal Department, US Army, Corozal, Canal Zone, Panama.
    • Miller, K., 1927. Special map of Barro Colorado Island. In: Engineer Production Plant, Panama Canal Department, US Army, Corozal, Canal Zone, Panama.
    • (1927)
    • Miller, K.1
  • 57
    • 0026359098 scopus 로고
    • Digital terrain modelling: a review of hydrological, geomorphological, and biological applications
    • Moore I., Grayson R., Ladson A. Digital terrain modelling: a review of hydrological, geomorphological, and biological applications. Hydrol. Process. 1991, 5:3-30.
    • (1991) Hydrol. Process. , vol.5 , pp. 3-30
    • Moore, I.1    Grayson, R.2    Ladson, A.3
  • 58
    • 0021644354 scopus 로고
    • The extraction of drainage networks from digital elevation data
    • OCallaghan J., Mark D. The extraction of drainage networks from digital elevation data. Comput. Vision Graph. Image Process. 1984, 28:328-344.
    • (1984) Comput. Vision Graph. Image Process. , vol.28 , pp. 328-344
    • Ocallaghan, J.1    Mark, D.2
  • 59
    • 80054058562 scopus 로고    scopus 로고
    • A Gentle Introduction to SAGA GIS,
    • Olaya, V., 2004. A Gentle Introduction to SAGA GIS, http://surfnet.dl.sourceforge.net/project/saga-gis/SAGA%20-%20Documentation/SAGA%20Documents/SagaManual.pdf.
    • (2004)
    • Olaya, V.1
  • 60
    • 0035658946 scopus 로고    scopus 로고
    • Soil water retention as related to topographic variables
    • Pachepsky Y., Timlin D., Rawls W. Soil water retention as related to topographic variables. Soil Sci. Soc. Am. J. 2001, 65(6):1787-1795.
    • (2001) Soil Sci. Soc. Am. J. , vol.65 , Issue.6 , pp. 1787-1795
    • Pachepsky, Y.1    Timlin, D.2    Rawls, W.3
  • 61
    • 80054071782 scopus 로고    scopus 로고
    • Meteorological and Hydrological Summary for Barro Colorado Island, 2006.
    • Paton, S., 2005. Meteorological and Hydrological Summary for Barro Colorado Island, 2006. http://striweb.si.edu/esp/.
    • (2005)
    • Paton, S.1
  • 62
    • 0025925677 scopus 로고
    • The prediction of hillslope flow paths for distributed hydrological modelling using digital terrain models
    • Quinn P., Beven K., Chevallier P., Planchon O. The prediction of hillslope flow paths for distributed hydrological modelling using digital terrain models. Hydrol. Process. 1991, 5:59-79.
    • (1991) Hydrol. Process. , vol.5 , pp. 59-79
    • Quinn, P.1    Beven, K.2    Chevallier, P.3    Planchon, O.4
  • 63
    • 80054087308 scopus 로고    scopus 로고
    • R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing.
    • R Development Core Team, 2005. R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing.
    • (2005)
  • 64
    • 1542347680 scopus 로고    scopus 로고
    • Stormflow generation in a small rainforest catchment in the Luquillo Experimental Forest, Puerto Rico
    • Schellekens J., Scatena F., Bruijnzeel L., van Dijk A. Stormflow generation in a small rainforest catchment in the Luquillo Experimental Forest, Puerto Rico. Hydrol. Process. 2004, 18:505-530.
    • (2004) Hydrol. Process. , vol.18 , pp. 505-530
    • Schellekens, J.1    Scatena, F.2    Bruijnzeel, L.3    van Dijk, A.4
  • 65
    • 80054088294 scopus 로고    scopus 로고
    • Unsupervised Learning with Random Forest.
    • Shi, T., Horvath, S., 2005. Unsupervised Learning with Random Forest. http://www.genetics.ucla.edu/labs/horvath/RFclustering/RFclustering.htm.
    • (2005)
    • Shi, T.1    Horvath, S.2
  • 66
    • 31844439916 scopus 로고    scopus 로고
    • Erosion processes in steep terrain - truths, myths, and uncertainties related to forest management in Southeast Asia
    • Sidle R., Ziegler A., Negishi J., Nik A., Siew R., Turkelboom F. Erosion processes in steep terrain - truths, myths, and uncertainties related to forest management in Southeast Asia. Forest Ecol. Manage. 2006, 224(1-2):199-225.
    • (2006) Forest Ecol. Manage. , vol.224 , Issue.1-2 , pp. 199-225
    • Sidle, R.1    Ziegler, A.2    Negishi, J.3    Nik, A.4    Siew, R.5    Turkelboom, F.6
  • 67
    • 0036075490 scopus 로고    scopus 로고
    • Spatial variability of soil hydraulic conductivity along a tropical rainforest catena
    • Sobieraj J., Elsenbeer H., Coelho R., Newton B. Spatial variability of soil hydraulic conductivity along a tropical rainforest catena. Geoderma 2002, 108(1/2):79-90.
    • (2002) Geoderma , vol.108 , Issue.1-2 , pp. 79-90
    • Sobieraj, J.1    Elsenbeer, H.2    Coelho, R.3    Newton, B.4
  • 68
    • 0030619636 scopus 로고    scopus 로고
    • A new method for the determination of flow directions and contributing areas in grid digital elevation models
    • Tarboton D. A new method for the determination of flow directions and contributing areas in grid digital elevation models. Water Resour. Res. 1997, 33(2):309-319.
    • (1997) Water Resour. Res. , vol.33 , Issue.2 , pp. 309-319
    • Tarboton, D.1
  • 69
    • 4143065920 scopus 로고    scopus 로고
    • Terrain Analysis Using Digital Elevation Models (TauDEM)
    • Online, Utah State University, USA.
    • Tarboton, D., 2003. Terrain Analysis Using Digital Elevation Models (TauDEM), Online, Utah State University, USA.
    • (2003)
    • Tarboton, D.1
  • 71
    • 68949164728 scopus 로고    scopus 로고
    • Vegetation and weather explain variation in crown damage within a large mixed-severity wildfire
    • Thompson J., Spies T. Vegetation and weather explain variation in crown damage within a large mixed-severity wildfire. Forest Ecol. Manage. 2009, 258(7):1684-1694.
    • (2009) Forest Ecol. Manage. , vol.258 , Issue.7 , pp. 1684-1694
    • Thompson, J.1    Spies, T.2
  • 72
    • 0035128409 scopus 로고    scopus 로고
    • Digital elevation model resolution: effects on terrain attribute calculation and quantitative soil-landscape modeling
    • Thompson R., Bell J., Butler C. Digital elevation model resolution: effects on terrain attribute calculation and quantitative soil-landscape modeling. Geoderma 2001, 100:67-89.
    • (2001) Geoderma , vol.100 , pp. 67-89
    • Thompson, R.1    Bell, J.2    Butler, C.3
  • 73
    • 0019392137 scopus 로고
    • Spatial and temporal patterns of infiltration
    • Tricker A. Spatial and temporal patterns of infiltration. J. Hydrol. 1981, 49:261-277.
    • (1981) J. Hydrol. , vol.49 , pp. 261-277
    • Tricker, A.1
  • 74
    • 0033061983 scopus 로고    scopus 로고
    • Distributed modeling of stormflow generation in an Amazonian rainforest catchment: effects of model parameterization
    • Vertessy R., Elsenbeer H. Distributed modeling of stormflow generation in an Amazonian rainforest catchment: effects of model parameterization. Water Resour. Res. 1999, 35(7):2173-2187.
    • (1999) Water Resour. Res. , vol.35 , Issue.7 , pp. 2173-2187
    • Vertessy, R.1    Elsenbeer, H.2
  • 75
    • 1142281993 scopus 로고    scopus 로고
    • Spatial correlation of soil moisture in small catchments and its relationship to dominant spatial hydrological processes
    • Western A., Zhou S., Grayson R., McMahon T., Blöschl G., Wilson D. Spatial correlation of soil moisture in small catchments and its relationship to dominant spatial hydrological processes. J. Hydrol. 2004, 286:113-134.
    • (2004) J. Hydrol. , vol.286 , pp. 113-134
    • Western, A.1    Zhou, S.2    Grayson, R.3    McMahon, T.4    Blöschl, G.5    Wilson, D.6
  • 76
    • 0024855723 scopus 로고
    • Infiltration at the Tai rain forest (Ivory Coast): measurements and modelling
    • Wierda A., Veen A., Hutjes R. Infiltration at the Tai rain forest (Ivory Coast): measurements and modelling. Hydrol. Process. 1989, 3:371-382.
    • (1989) Hydrol. Process. , vol.3 , pp. 371-382
    • Wierda, A.1    Veen, A.2    Hutjes, R.3
  • 77
    • 0030740524 scopus 로고    scopus 로고
    • Solute dynamics in soil water and groundwater in a central Amazon catchment undergoing deforestation
    • Williams M., Fisher T., Melack J. Solute dynamics in soil water and groundwater in a central Amazon catchment undergoing deforestation. Biogeochemistry 1997, 38:303-335.
    • (1997) Biogeochemistry , vol.38 , pp. 303-335
    • Williams, M.1    Fisher, T.2    Melack, J.3
  • 78
    • 0003531197 scopus 로고    scopus 로고
    • Terrain Analysis: Principles and Applications
    • John Wiley & Sons, USA
    • Wilson J., Gallant J. Terrain Analysis: Principles and Applications. Primary Topographic Attributes 2000, John Wiley & Sons, USA.
    • (2000) Primary Topographic Attributes
    • Wilson, J.1    Gallant, J.2
  • 79
    • 0003407439 scopus 로고
    • Climate and moisture variability in a tropical forest
    • long-term records from Barro Colorado Island, Panama, Smithsonian Contribution to the Earth Sciences, 29.
    • Windsor, D., 1990. Climate and moisture variability in a tropical forest: long-term records from Barro Colorado Island, Panama, Smithsonian Contribution to the Earth Sciences, 29.
    • (1990)
    • Windsor, D.1
  • 80
    • 1842380898 scopus 로고
    • Geology of Barro Colorado Island, Canal Zone
    • Smithsonian Miscellaneous Collections, 135.
    • Woodring, W., 1958. Geology of Barro Colorado Island, Canal Zone, Smithsonian Miscellaneous Collections, 135.
    • (1958)
    • Woodring, W.1
  • 82
    • 0023163773 scopus 로고
    • Quantitative analysis of land surface topography
    • Zevenberg L., Thorne C. Quantitative analysis of land surface topography. Earth Surf. Process. Landforms 1987, 12(1):47-56.
    • (1987) Earth Surf. Process. Landforms , vol.12 , Issue.1 , pp. 47-56
    • Zevenberg, L.1    Thorne, C.2
  • 83
    • 31444454923 scopus 로고    scopus 로고
    • The influence of land-use changes on soil hydraulic properties: implications for runoff generation
    • Zimmermann B., Elsenbeer H., De Moraes J. The influence of land-use changes on soil hydraulic properties: implications for runoff generation. Forest Ecol. Manage. 2006, 222(1-3):29-38.
    • (2006) Forest Ecol. Manage. , vol.222 , Issue.1-3 , pp. 29-38
    • Zimmermann, B.1    Elsenbeer, H.2    De Moraes, J.3
  • 84
    • 72149134603 scopus 로고    scopus 로고
    • Rainfall redistribution in a tropical forest: spatial and temporal patterns
    • Zimmermann A., Zimmermann B., Elsenbeer H. Rainfall redistribution in a tropical forest: spatial and temporal patterns. Water Resour. Res. 2009, 45:W11413.
    • (2009) Water Resour. Res. , vol.45
    • Zimmermann, A.1    Zimmermann, B.2    Elsenbeer, H.3


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