Stormflow Response and “Effective” Hydraulic Conductivity of a Degraded Tropical Imperata Grassland Catchment as Evaluated With Two Infiltration Models

Predicting catchment stormflow responses after tropical deforestation remains difficult. We used 5‐min rainfall and storm runoff data for 30 events to calibrate the Green–Ampt (GA) and the Spatially Variable Infiltration (SVI) models and predict runoff responses for a small, degraded grassland catchment on Leyte Island (the Philippines), where infiltration‐excess overland flow (IOF) is considered the dominant runoff process. SVI replicated individual stormflow hydrographs better than GA, particularly for events with small runoff responses or multiple peaks. Calibrated parameter values of the SVI model (i.e., spatially averaged maximum infiltration capacity, Im and initial abstraction, F0) varied markedly between events, but were statistically significant and negatively correlated with (mid‐slope) soil moisture content at 10 cm (SWC10)—as did the “catchment‐wide effective” hydraulic conductivity (Ke) of the GA model. Using SWC10‐based estimates of F0 and Im in SVI yielded satisfactory to good simulations for 11 out of 17 events with runoff coefficients ≥15%, but failed to reproduce the hydrographs for events with very small runoff amounts (0.25–1 mm) and low runoff coefficients (3%–6%). The median field‐measured near‐surface Ksat (2 mm hr−1) was distinctly lower than the median Im (32 mm hr−1) and, to a lesser extent, Ke (∼8 mm hr−1), suggesting an underestimation of the spatially averaged Ksat by the field measurements. Application of SVI is expected to give the most realistic results for situations where IOF is dominant, that is, where surface conditions are degraded and rainfall intensities high.

[1]  Agbortoko Bate Ashu,et al.  Multi-Site Calibration of Hydrological Model and Spatio-Temporal Assessment of Water Balance in a Monsoon Watershed , 2023, Water.

[2]  J. Minella,et al.  Soil water infiltration evaluation from punctual to hillslope scales , 2022, Environmental Monitoring and Assessment.

[3]  W. Dietrich,et al.  Controls on Stream Water Age in a Saturation Overland Flow‐Dominated Catchment , 2021, Water Resources Research.

[4]  L. A. Bruijnzeel,et al.  Changes in soil hydraulic conductivity and preferential flow pathways after assisted forest restoration on degraded land in the Khasi Hills (Meghalaya, NE India) , 2021 .

[5]  R. Stallard,et al.  Precipitation Characteristics and Land Cover Control Wet Season Runoff Source and Rainfall Partitioning in Three Humid Tropical Catchments in Central Panama , 2021, Water Resources Research.

[6]  C. Valentin,et al.  Higher runoff and soil detachment in rubber tree plantations compared to annual cultivation is mitigated by ground cover in steep mountainous Thailand , 2020, CATENA.

[7]  L. A. Bruijnzeel,et al.  Soil water- and overland flow dynamics in a tropical catchment subject to long-term slash-and-burn agriculture , 2020 .

[8]  C. Birkel,et al.  End member and Bayesian mixing models consistently indicate near‐surface flowpath dominance in a pristine humid tropical rainforest , 2019, Hydrological Processes.

[9]  K. Beven,et al.  Developing observational methods to drive future hydrological science: Can we make a start as a community? , 2019, Hydrological Processes.

[10]  Diane C. Bouchet,et al.  Tropical forest structure and understorey determine subsurface flow through biopores formed by plant roots , 2019, CATENA.

[11]  L. A. Bruijnzeel,et al.  Effects of Reforestation of a Degraded Imperata Grassland on Dominant Flow Pathways and Streamflow Responses in Leyte, the Philippines , 2019, Water Resources Research.

[12]  G. Blöschl,et al.  On the estimation of spatially representative plot scale saturated hydraulic conductivity in an agricultural setting , 2019, Journal of Hydrology.

[13]  L. A. Bruijnzeel,et al.  Water budget and run‐off response of a tropical multispecies “reforest” and effects of typhoon disturbance , 2018, Ecohydrology.

[14]  Shenglian Guo,et al.  Large increase in global storm runoff extremes driven by climate and anthropogenic changes , 2018, Nature Communications.

[15]  S. Fu,et al.  Comparative evaluation of three infiltration models for runoff and erosion prediction in the Loess Plateau region of China , 2018 .

[16]  L. A. Bruijnzeel,et al.  Runoff response and sediment yield of a landslide-affected fire-climax grassland micro-catchment (Leyte, the Philippines) before and after passage of typhoon Haiyan , 2018, Journal of Hydrology.

[17]  F. Ogden,et al.  Land Use‐Dependent Preferential Flow Paths Affect Hydrological Response of Steep Tropical Lowland Catchments With Saprolitic Soils , 2018, Water Resources Research.

[18]  P. Laterra,et al.  Water regulation by grasslands: A global meta‐analysis , 2018 .

[19]  J. Boll,et al.  Effects of land use on soil properties and hydrological processes at the point, plot, and catchment scale in volcanic soils near Turrialba, Costa Rica , 2018 .

[20]  C. Valentin,et al.  Linking crop structure, throughfall, soil surface conditions, runoff and soil detachment: 10 land uses analyzed in Northern Laos. , 2018, The Science of the total environment.

[21]  M. Iovino,et al.  Subsurface flow and large-scale lateral saturated soil hydraulic conductivity in a Mediterranean hillslope with contrasting land uses , 2017 .

[22]  David C. Goodrich,et al.  Comment on “Beyond the SCS‐CN method: A theoretical framework for spatially lumped rainfall‐runoff response” by M. S. Bartlett et al. , 2017 .

[23]  C. Valentin,et al.  From shifting cultivation to teak plantation: effect on overland flow and sediment yield in a montane tropical catchment , 2017, Scientific Reports.

[24]  Julia P. G. Jones,et al.  Rebuilding soil hydrological functioning after swidden agriculture in eastern Madagascar , 2017 .

[25]  Rodel D. Lasco,et al.  Observed trends and impacts of tropical cyclones in the Philippines , 2016 .

[26]  A. Porporato,et al.  Beyond the SCS‐CN method: A theoretical framework for spatially lumped rainfall‐runoff response , 2016 .

[27]  B. Diekkrüger,et al.  Modeling land use change impacts on water resources in a tropical West African catchment (Dano, Burkina Faso) , 2015 .

[28]  Holly K. Gibbs,et al.  Mapping the world's degraded lands , 2015 .

[29]  Benjamin L Turner,et al.  Connectivity of overland flow by drainage network expansion in a rain forest catchment , 2014 .

[30]  M. Bonell,et al.  Reforesting severely degraded grassland in the Lesser Himalaya of Nepal: Effects on soil hydraulic conductivity and overland flow production , 2013 .

[31]  J. Lehmann,et al.  Stream Discharge in Tropical Headwater Catchments as a Result of Forest Clearing and Soil Degradation , 2012 .

[32]  U. Ilstedt,et al.  Soil property changes over a 120-yr chronosequence from forest to agriculture in western Kenya , 2012 .

[33]  C. Valentin,et al.  Analysis of runoff production at the plot scale during a long-term survey of a small agricultural catchment in Lao PDR , 2012 .

[34]  H. Elsenbeer,et al.  Recovery of saturated hydraulic conductivity under secondary succession on former pasture in the humid tropics , 2011 .

[35]  Rupak Sarkar,et al.  An experimental investigation to characterise soil macroporosity under different land use and land covers of northeast India , 2010 .

[36]  M. Bonell,et al.  The Impact of forest use and reforestation on soil hydraulic conductivity in the Western Ghats of India: Implications for surface and sub-surface hydrology , 2010 .

[37]  Nick A. Chappell,et al.  Soil pipe distribution and hydrological functioning within the humid tropics: a synthesis , 2010 .

[38]  Deborah Lawrence,et al.  Environmental Consequences of the Demise in Swidden Cultivation in Montane Mainland Southeast Asia: Hydrology and Geomorphology , 2009 .

[39]  T. Gomi,et al.  Effects of forest floor coverage on overland flow and soil erosion on hillslopes in Japanese cypress plantation forests , 2009 .

[40]  M. Schaepman,et al.  Proxy global assessment of land degradation , 2008 .

[41]  V. H. Zuazo,et al.  Soil-erosion and runoff prevention by plant covers. A review , 2008, Agronomy for Sustainable Development.

[42]  Li Ren,et al.  Assessing the Size Dependency of Measured Hydraulic Conductivity Using Double-Ring Infiltrometers and Numerical Simulation , 2007 .

[43]  J. Poesen,et al.  Runoff generation in a degraded Andean ecosystem: Interaction of vegetation cover and land use , 2007 .

[44]  A. Twele,et al.  Rainforest Conversion in Central Sulawesi, Indonesia: Recent Development and Consequences for River Discharge and Water Resources: An Integrated Remote Sensing and Hydrological Modelling Approach , 2007 .

[45]  Diego J. Pedregal,et al.  Environmental time series analysis and forecasting with the Captain toolbox , 2007, Environ. Model. Softw..

[46]  C. Valentin,et al.  Interrill erosion in the sloping lands of northern Laos subjected to shifting cultivation , 2007 .

[47]  Shoji Noguchi,et al.  Impacts of logging disturbance on hillslope saturated hydraulic conductivity in a tropical forest in Peninsular Malaysia , 2006 .

[48]  Vijay P. Singh,et al.  A relook at NEH‐4 curve number data and antecedent moisture condition criteria , 2006 .

[49]  A. Ziegler,et al.  Erosion processes in steep terrain—Truths, myths, and uncertainties related to forest management in Southeast Asia , 2006 .

[50]  W. Tych,et al.  BARUMODEL: Combined Data Based Mechanistic models of runoff response in a managed rainforest catchment , 2006 .

[51]  A. van Dijk,et al.  Runoff and sediment generation on bench‐terraced hillsides: measurements and up‐scaling of a field‐based model , 2005 .

[52]  Henrik Madsen,et al.  Sensitivity of soil parameters in unsaturated zone modelling and the relation between effective, laboratory and in situ estimates , 2005 .

[53]  David C. Garen,et al.  CURVE NUMBER HYDROLOGY IN WATER QUALITY MODELING: USES, ABUSES, AND FUTURE DIRECTIONS 1 , 2005 .

[54]  A. Dijk,et al.  A two-parameter exponential rainfall depth-intensity distribution applied to runoff and erosion modelling. , 2005 .

[55]  David A. Kinner,et al.  Identifying storm flow pathways in a rainforest catchment using hydrological and geochemical modelling , 2004 .

[56]  G. Brown,et al.  Effects of tropical endogeic earthworms on soil erosion , 2004 .

[57]  T. Giambelluca,et al.  Toward understanding the cumulative impacts of roads in upland agricultural watersheds of northern Thailand , 2004 .

[58]  A. van Dijk,et al.  Runoff and soil loss from bench terraces. 1. An event‐based model of rainfall infiltration and surface runoff , 2004 .

[59]  J. Boll,et al.  A hillslope‐scale experiment to measure lateral saturated hydraulic conductivity , 2004 .

[60]  T. Giambelluca,et al.  Hydrological consequences of landscape fragmentation in mountainous northern Vietnam: evidence of accelerated overland flow generation , 2004 .

[61]  Thomas W. Giambelluca,et al.  Improved method for modelling sediment transport on unpaved roads using KINEROS2 and dynamic erodibility , 2002 .

[62]  Bofu Yu,et al.  Evaluation of eight different methods to predict hillslope runoff rates for a grazing catchment in Australia , 2002 .

[63]  Erwin Zehe,et al.  Slope scale variation of flow patterns in soil profiles , 2001 .

[64]  Helmut Elsenbeer,et al.  Stormflow generation and flowpath characteristics in an Amazonian rainforest catchment , 2000 .

[65]  Nick A. Chappell,et al.  Effects of experimental uncertainty on the calculation of hillslope flow paths , 2000 .

[66]  I. Douglas,et al.  Parsimonious modelling of water and suspended sediment flux from nested catchments affected by selective tropical forestry. , 1999, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[67]  M. Waterloo,et al.  Evaporation from Pinus caribaea plantations on former grassland soils under maritime tropical conditions , 1999 .

[68]  R. Silberstein,et al.  The sensitivity of a catchment model to soil hydraulic properties obtained by using different measurement techniques , 1999 .

[69]  Soroosh Sorooshian,et al.  Status of Automatic Calibration for Hydrologic Models: Comparison with Multilevel Expert Calibration , 1999 .

[70]  D. Legates,et al.  Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation , 1999 .

[71]  M. F. Walter,et al.  RUNOFF RESPONSES AMONG COMMON LAND USES IN THE UPLANDS OF MATALOM, LEYTE, PHILIPPINES , 1998 .

[72]  Nick A. Chappell,et al.  Multi-scale permeability estimation for a tropical catchment , 1998 .

[73]  C. Rose A New Soil Conservation Methodology and Application to Cropping Systems in Tropical Steeplands: a Comparative Synthesis of Results Obtained in ACIAR Project PN 9201 , 1997 .

[74]  Bofu Yu,et al.  Plot-scale rainfall-runoff characteristics and modeling at six sites in Australia and Southeast Asia , 1997 .

[75]  N. M. Majid,et al.  The Imperata grasslands of tropical Asia: area, distribution, and typology , 1996, Agroforestry Systems.

[76]  J. Gómez-Hernández,et al.  Upscaling hydraulic conductivities in heterogeneous media: An overview , 1996 .

[77]  D. A. Woolhiser,et al.  Effects of Spatial Variability of Saturated Hydraulic Conductivity on Hortonian Overland Flow , 1996 .

[78]  Mark A. Nearing,et al.  Curve numbers and Green-Ampt effective hydraulic conductivities. , 1996 .

[79]  M. C. Quick,et al.  Erosion and sedimentation , 1996 .

[80]  Calvin Wyatt Rose,et al.  Methodology for a multi-country study of soil erosion management , 1995 .

[81]  L. M. Risse,et al.  Variability in Green-Ampt effective hydraulic conductivity under fallow conditions , 1995 .

[82]  Murugesu Sivapalan,et al.  Scale issues in hydrological modelling: A review , 1995 .

[83]  L. Lesack Water balance and hydrologic characteristics of a rain forest catchment in the Central Amazon Basin , 1993 .

[84]  T. Dunne,et al.  Effects of Rainfall, Vegetation, and Microtopography on Infiltration and Runoff , 1991 .

[85]  R. Sutherland,et al.  Runoff and erosion from a small semiarid catchment, Baringo district, Kenya , 1990 .

[86]  A. Amoozegar A Compact Constant-Head Permeameter for Measuring Saturated Hydraulic Conductivity of the Vadose Zone , 1989 .

[87]  Keith Beven,et al.  Changing ideas in hydrology — The case of physically-based models , 1989 .

[88]  M. Sharma,et al.  Areal distribution of infiltration parameters and some soil physical properties in lateritic catchments , 1987 .

[89]  R. H. Hawkins,et al.  STEADY‐STATE ANALYSIS OF INFILTRATION AND OVERLAND FLOW FOR SPATIALLY‐VARIED HILLSLOPES , 1987 .

[90]  M. Bonell,et al.  The generation and redistribution of overland flow on a massive oxic soil in a eucalypt woodland within the semi-arid tropics of north Australia , 1986 .

[91]  P. Dubreuil Review of field observations of runoff generation in the tropics , 1985 .

[92]  P. Koorevaar,et al.  Elements of soil physics , 1985 .

[93]  R. C. Ward,et al.  On the response to precipitation of headwater streams in humid areas , 1984 .

[94]  M. Bonell,et al.  The development of overland flow in a tropical rainforest catchment , 1978 .

[95]  Shu Tung Chu,et al.  Infiltration during an unsteady rain , 1978 .

[96]  Curtis L. Larson,et al.  Modeling infiltration during a steady rain , 1973 .

[97]  R. D. Black,et al.  Partial Area Contributions to Storm Runoff in a Small New England Watershed , 1970 .

[98]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[99]  D. Marquardt An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[100]  M. Dagg,et al.  Relation of Stormflow to Incident Rainfall , 1962 .

[101]  R. Hunt,et al.  Approaches to highly parameterized inversion: PEST++ Version 5, a software suite for parameter estimation, uncertainty analysis, management optimization and sensitivity analysis , 2020 .

[102]  Apip,et al.  Comparison of runoff generation methods for land use impact assessment using the SWAT model in humid tropics , 2020, Hydrological Research Letters.

[103]  J. Herbohn,et al.  Typhoon-induced changes in rainfall interception loss from a tropical multi-species ‘reforest’ , 2019, Journal of Hydrology.

[104]  P. Owens,et al.  A hydropedological approach to a mountainous Clayey Humic Dystrudept in the Mantiqueira Range, southeastern Brazil , 2018 .

[105]  A. Abdu,et al.  Soil Characteristics in An Oil Palm Field, Central Pahang, Malaysia with Special Reference to Micro Sites under Different Managements and Slope Positions , 2014 .

[106]  Nick A. Chappell,et al.  Tropical cyclone effects on rapid runoff responses: quantifying with new continuous-time transfer function models , 2012 .

[107]  In Sopper Factors affecting the response of small watersheds to precipitation in humid areas , 2009 .

[108]  J. Stone,et al.  Rainfall Intensity-Dependent Infiltration Rates on Rangeland Rainfall Simulator Plots , 2008 .

[109]  Bofu Yu Process-based erosion modelling: promises and progress , 2004 .

[110]  J. A. Zinck,et al.  Temporal variation of soil compaction and deterioration of soil quality in pasture areas of Colombian Amazonia , 2004 .

[111]  James C. Ascough,et al.  The Water Erosion Prediction Project ( WEPP ) Model , 2001 .

[112]  Peter Young,et al.  Data-based Mechanistic Modelling and Validation of Rainfall-flow Processes , 2001 .

[113]  Bofu Yu,et al.  A COMPARISON OF THE GREEN-AMPT AND A SPATIALLY VARIABLE INFILTRATION MODEL FOR NATURAL STORM EVENTS , 1999 .

[114]  Bofu Yu,et al.  Plot-scale Runoff Modelling for Soil Loss Predictions , 1997 .

[115]  V. Ponce,et al.  Runoff Curve Number: Has It Reached Maturity? , 1996 .

[116]  J. Fritsch The hydrological effects of clearing tropical rainforest and of the implementation of alternative land uses , 1993 .

[117]  L. A. Bruijnzeel,et al.  Impact of mechanized selective logging of rainforest on topsoil infiltrability in the Upper Segama area, Sabah, Malaysia , 1993 .

[118]  農業土木学会応用水文研究部会,et al.  応用水文 = Applied hydrology , 1991 .

[119]  K. F. Wiersum Effects of various vegetation layers of an Acacia auriculiformis forest plantation on surface erosion in Java, Indonesia , 1985 .

[120]  M. G. Bos Discharge measurement structures , 1976 .