Application of Soil Physics to Rainwater Dynamics at Forested Hillslopes

Σχετικά έγγραφα
Y. Mualem. M. Th. van Genuchten

Development of Automated Suction Controlled Flux Sampler for Unsaturated Sandy Soil

* ** *** *** Jun S HIMADA*, Kyoko O HSUMI**, Kazuhiko O HBA*** and Atsushi M ARUYAMA***

Reviewing classical studies in soil physics. Analysis of the vertical downward flow of water through a two layered soil By S. Takagi.

Anisotropy of Drainable Macropores in Andosols and Alluvial Soils

Changes and Issues of Consolidation Techniques of Peaty Arable Land in Hokkaido

Comparison of Evapotranspiration between Indigenous Vegetation and Invading Vegetation in a Bog

ΜΑΘΗΜΑΤΙΚΗ ΠΡΟΣΟΜΟΙΩΣΗ ΤΗΣ ΔΥΝΑΜΙΚΗΣ ΤΟΥ ΕΔΑΦΙΚΟΥ ΝΕΡΟΥ ΣΤΗΝ ΠΕΡΙΠΤΩΣΗ ΑΡΔΕΥΣΗΣ ΜΕ ΥΠΟΓΕΙΟΥΣ ΣΤΑΛΑΚΤΗΦΟΡΟΥΣ ΣΩΛΗΝΕΣ ΣΕ ΔΙΑΣΤΡΩΜΕΝΑ ΕΔΑΦΗ

E#ects of Drying on Bacterial Activity and Iron Formation in Acid Sulfate Soils

Reaction of a Platinum Electrode for the Measurement of Redox Potential of Paddy Soil

J.R. Philip and D.A. de Vries

Physical and Chemical Properties of the Nest-site Beach of the Horseshoe Crab Rehabilitated by Sand Placement

; +302 ; +313; +320,.

:,**0 +* +. : E#ects of Organic Matter, Clay, and Water Content on Water Repellency of Sandy Soils. 2* kpa. ph Eh

GS3. A liner offset equation of the volumetric water content that capacitance type GS3 soil moisture sensor measured

Table 2 Suggested prediction methods to use for a given set of available input parameters per each examined soil hydraulic property) a.

Boundary Conditions for the Convective-dispersive Solute Transport in Soils

ΑΞΙΟΛΟΓΗΣΗ ΤΩΝ ΥΔΡΟΔΥΝΑΜΙΚΩΝ ΧΑΡΑΚΤΗΡΙΣΤΙΚΩΝ ΠΟΡΩΔΩΝ ΜΕΣΩΝ ΜΕ ΤΗ ΧΡΗΣΗ ΤΟΥ ΠΡΟΓΡΑΜΜΑΤΟΣ RETC

Soil Temperature Change and Heat of Wetting during Infiltration into Dry soils

GF GF 3 1,2) KP PP KP Photo 1 GF PP GF PP 3) KP ULultra-light 2.KP 2.1KP KP Fig. 1 PET GF PP 4) 2.2KP KP GF 2 3 KP Olefin film Stampable sheet

ΠΟΛΥΤΕΧΝΕΙΟ ΚΡΗΤΗΣ ΣΧΟΛΗ ΜΗΧΑΝΙΚΩΝ ΠΕΡΙΒΑΛΛΟΝΤΟΣ

Neutralization E#ects of Acidity of Rain by Cover Plants on Slope Land

Correction of chromatic aberration for human eyes with diffractive-refractive hybrid elements

Trace gas emissions from soil ecosystems and their implications in the atmospheric environment

The Technique for Improving Soil Physical Characteristics by Preventing the Formation of Soil Crust by Dressing the Sandy Pyroclastic Deposits

2000cm 3 (1) Derby m s m w m a V s. : w = m w /m s : θ= V w / V t (1)

Soil Water Hydraulic Functions for a Sandy Soil and an Aggregated Soil

,**+ Seiichi Ohta : Soils of Humid Tropical Forests in Southeast Asia Their Characteristics and Changes with Forest Degradation

«ΑΝΑΠΣΤΞΖ ΓΠ ΚΑΗ ΥΩΡΗΚΖ ΑΝΑΛΤΖ ΜΔΣΔΩΡΟΛΟΓΗΚΩΝ ΓΔΓΟΜΔΝΩΝ ΣΟΝ ΔΛΛΑΓΗΚΟ ΥΩΡΟ»

VBA Microsoft Excel. J. Comput. Chem. Jpn., Vol. 5, No. 1, pp (2006)

Noburo H ARAGUCHI*, Yusuke A RAKAWA*, Akihiro T ANAKA*, Takashi K USABA*, Ken-ichi Y AKUSHIDO* and Ichiro Y AMADA*

Retrieval of Seismic Data Recorded on Open-reel-type Magnetic Tapes (MT) by Using Existing Devices

Resurvey of Possible Seismic Fissures in the Old-Edo River in Tokyo

Ελαφρές κυψελωτές πλάκες - ένα νέο προϊόν για την επιπλοποιία και ξυλουργική. ΒΑΣΙΛΕΙΟΥ ΒΑΣΙΛΕΙΟΣ και ΜΠΑΡΜΠΟΥΤΗΣ ΙΩΑΝΝΗΣ

Experimental Study of Water Redistribution Measurement in the Model Earthen Wall and its Numerical Analysis

DuPont Suva 95 Refrigerant

E#ects of Imogolite Addition on Colloidal Stability of Montmorillonite and Kaolinite

DuPont Suva 95 Refrigerant

Technical Information T-9100 SI. Suva. refrigerants. Thermodynamic Properties of. Suva Refrigerant [R-410A (50/50)]

DuPont Suva. DuPont. Thermodynamic Properties of. Refrigerant (R-410A) Technical Information. refrigerants T-410A ENG

Influence of Flow Rate on Nitrate Removal in Flow Process

Hydrologic Process in Wetland

2.1

CYPRUS UNIVERSITY OF TECHNOLOGY Faculty of Geotechnical Sciences and Environmental Management Department of Environmental Science and Technology

Parametrized Surfaces

VSC STEADY2STATE MOD EL AND ITS NONL INEAR CONTROL OF VSC2HVDC SYSTEM VSC (1. , ; 2. , )

High order interpolation function for surface contact problem

Vol. 31,No JOURNAL OF CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY Feb

*,* + -+ on Bedrock Bath. Hideyuki O, Shoichi O, Takao O, Kumiko Y, Yoshinao K and Tsuneaki G

ΙΕΥΘΥΝΤΗΣ: Καθηγητής Γ. ΧΡΥΣΟΛΟΥΡΗΣ Ι ΑΚΤΟΡΙΚΗ ΙΑΤΡΙΒΗ

Curran et al.,**. Davies et al ,**, ,***,**/

Numerical Modeling of Water, Heat, and Solute Transport during Soil Freezing

ΔΙΠΛΩΜΑΣΙΚΗ ΕΡΓΑΙΑ. του φοιτητή του Σμήματοσ Ηλεκτρολόγων Μηχανικών και. Σεχνολογίασ Τπολογιςτών τησ Πολυτεχνικήσ χολήσ του. Πανεπιςτημίου Πατρών

ΕΛΕΓΧΟΣ ΤΩΝ ΠΑΡΑΜΟΡΦΩΣΕΩΝ ΧΑΛΥΒ ΙΝΩΝ ΦΟΡΕΩΝ ΜΕΓΑΛΟΥ ΑΝΟΙΓΜΑΤΟΣ ΤΥΠΟΥ MBSN ΜΕ ΤΗ ΧΡΗΣΗ ΚΑΛΩ ΙΩΝ: ΠΡΟΤΑΣΗ ΕΦΑΡΜΟΓΗΣ ΣΕ ΑΝΟΙΚΤΟ ΣΤΕΓΑΣΤΡΟ

Emulsifying Properties of Egg Yolk as a Function of Diacylglycerol Oil

Προσαρμογή περιοχικών υδρολογικών σχέσεων στις Ελληνικές λεκάνες

A Determination Method of Diffusion-Parameter Values in the Ion-Exchange Optical Waveguides in Soda-Lime glass Made by Diluted AgNO 3 with NaNO 3

AΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ ΠΟΛΥΤΕΧΝΙΚΗ ΣΧΟΛΗ ΤΜΗΜΑ ΠΟΛΙΤΙΚΩΝ ΜΗΧΑΝΙΚΩΝ

ΑΡΙΣΤΟΤΕΛΕΙΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΘΕΣΣΑΛΟΝΙΚΗΣ ΓΕΩΠΟΝΙΚΗ ΣΧΟΛΗ ΕΙΔΙΚΕΥΣΗ ΕΔΑΦΟΛΟΓΙΑΣ ΚΑΙ ΔΙΑΧΕΙΡΙΣΗΣ ΕΔΑΦΙΚΩΝ ΠΟΡΩΝ

Development of a Tiltmeter with a XY Magnetic Detector (Part +)

1, +,*+* + +-,, -*, * : Key words: global warming, snowfall, snowmelt, snow water equivalent. Ohmura,,**0,**

ΖΩΝΟΠΟΙΗΣΗ ΤΗΣ ΚΑΤΟΛΙΣΘΗΤΙΚΗΣ ΕΠΙΚΙΝΔΥΝΟΤΗΤΑΣ ΣΤΟ ΟΡΟΣ ΠΗΛΙΟ ΜΕ ΤΗ ΣΥΜΒΟΛΗ ΔΕΔΟΜΕΝΩΝ ΣΥΜΒΟΛΟΜΕΤΡΙΑΣ ΜΟΝΙΜΩΝ ΣΚΕΔΑΣΤΩΝ

ΑΚΑ ΗΜΙΑ ΕΜΠΟΡΙΚΟΥ ΝΑΥΤΙΚΟΥ ΜΑΚΕ ΟΝΙΑΣ ΣΧΟΛΗ ΜΗΧΑΝΙΚΩΝ ΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ

Table of Contents 1 Supplementary Data MCD

E#ect of Grass Strips on Reduction of Sediment Loss from Upland Field

Homework 8 Model Solution Section

ΜΕΛΕΤΗ ΤΗΣ ΠΛΑΣΤΙΚΟΤΗΤΑΣ ΑΡΓΙΛΟΥΧΩΝ ΜΙΓΜΑΤΩΝ ΜΕ ΠΡΟΣΘΗΚΗ ΣΙΔΗΡΑΛΟΥΜΙΝΑΣ ΑΠΟ ΤΗ ΔΙΕΡΓΑΣΙΑ BAYER

Changes in Chemical Properties and Water-percolation of Soils Overlaid with Cattle Manure Compost

Stress Relaxation Test and Constitutive Equation of Saturated Soft Soil

ΘΕΩΡΗΤΙΚΗ ΚΑΙ ΠΕΙΡΑΜΑΤΙΚΗ ΙΕΡΕΥΝΗΣΗ ΤΗΣ ΙΕΡΓΑΣΙΑΣ ΣΚΛΗΡΥΝΣΗΣ ΙΑ ΛΕΙΑΝΣΕΩΣ

Technical Research Report, Earthquake Research Institute, the University of Tokyo, No. +-, pp. 0 +3,,**1. No ,**1

Development of a Seismic Data Analysis System for a Short-term Training for Researchers from Developing Countries

Toward the Quantitative Study of Hydrothermal Systems An Approach to Understand Hydrothermal Systems

Estimation for ARMA Processes with Stable Noise. Matt Calder & Richard A. Davis Colorado State University

Παίζοντας με τις φυσαλίδες: εμβάθυνση σε ένα απλό πείραμα μελέτης της ευθύγραμμης ομαλής κίνησης

ΠΑΝΕΠΙΣΤΗΜΙΟ ΠΑΤΡΩΝ ΤΜΗΜΑ ΗΛΕΚΤΡΟΛΟΓΩΝ ΜΗΧΑΝΙΚΩΝ ΚΑΙ ΤΕΧΝΟΛΟΓΙΑΣ ΥΠΟΛΟΓΙΣΤΩΝ ΤΟΜΕΑΣ ΣΥΣΤΗΜΑΤΩΝ ΗΛΕΚΤΡΙΚΗΣ ΕΝΕΡΓΕΙΑΣ

ΤΕΧΝΟΛΟΓΙΚΟ ΕΚΠΑΙΔΕΥΤΙΚΟ ΙΔΡΥΜΑ ΚΡΗΤΗΣ ΣΧΟΛΗ ΔΙΟΙΚΗΣΗΣ ΚΑΙ ΟΙΚΟΝΟΜΙΑΣ (ΣΔΟ) ΤΜΗΜΑ ΛΟΓΙΣΤΙΚΗΣ ΚΑΙ ΧΡΗΜΑΤΟΟΙΚΟΝΟΜΙΚΗΣ

ΚΕΙΜΕΝΟΚΕΝΤΡΙΚΗ ΘΕΩΡΙΑ: ΘΕΩΡΗΤΙΚΟ ΠΛΑΙΣΙΟ ΚΑΙ ΠΕΙΡΑΜΑΤΙΚΗ ΕΦΑΡΜΟΓΗ ΣΕ ΣΠΠΕ ΜΕ ΣΤΟΧΟ ΤΟΝ ΠΕΡΙΒΑΛΛΟΝΤΙΚΟ ΓΡΑΜΜΑΤΙΣΜΟ ΤΩΝ ΜΑΘΗΤΩΝ

X g 1990 g PSRB

Σπανό Ιωάννη Α.Μ. 148

Mean bond enthalpy Standard enthalpy of formation Bond N H N N N N H O O O


Επεξεργασία πειραματικών αποτελεσμάτων

Όλνκα πνπδάζηξηαο: Γξεγνξία αββίδνπ Α.Δ.Μ:7859. Δπηβιέπνλ Καζεγεηήο: Παζραιίδεο Αζαλάζηνο ΑΝΩΣΑΣΟ ΣΔΥΝΟΛΟΓΗΚΟ ΔΚΠΑΗΓΔΤΣΗΚΟ ΗΓΡΤΜΑ ΚΑΒΑΛΑ

Development of the Nursing Program for Rehabilitation of Woman Diagnosed with Breast Cancer

LUO, Hong2Qun LIU, Shao2Pu Ξ LI, Nian2Bing

ARISTOTLE UNIVERSITY OF THESSALONIKI FACULTY OF FORESTRY AND NATURAL ENVIRONMENT Institute of Mountainous Water Management and Control

Investigation of ORP (Oxidation-Reduction Potential) Measurement on Sulfur Springs and Its Application on Hot Spring Waters in Nozawa Onsen

Conductivity Logging for Thermal Spring Well

Study of In-vehicle Sound Field Creation by Simultaneous Equation Method

N. P. Mozhey Belarusian State University of Informatics and Radioelectronics NORMAL CONNECTIONS ON SYMMETRIC MANIFOLDS

Capacitors - Capacitance, Charge and Potential Difference

ΔΘΝΙΚΗ ΥΟΛΗ ΓΗΜΟΙΑ ΓΙΟΙΚΗΗ ΚΑ ΔΚΠΑΙΓΔΤΣΙΚΗ ΔΙΡΑ ΣΔΛΙΚΗ ΔΡΓΑΙΑ

ZLW Series. Single-stage Monoblock Centrifugal Pump ZL PUMP GROUP.,LTD

ΠΣΤΥΙΑΚΗ ΔΡΓΑΙΑ. Μειέηε Υξόλνπ Απνζηείξσζεο Κνλζέξβαο κε Τπνινγηζηηθή Ρεπζηνδπλακηθή. Αζαλαζηάδνπ Βαξβάξα

EXPERIMENT RESEARCH OF INFLUENCE OF DYNAMIC LOADING ON PROCESS OF CRACK FORMATION AT BOOTY OF LITHOIDAL BLOCKS T.

ΠΡΟΣΩΡΙΝΕΣ ΕΘΝΙΚΕΣ ΤΕΧΝΙΚΕΣ ΠΡΟ ΙΑΓΡΑΦΕΣ

ΤΕΧΝΟΛΟΓΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΚΥΠΡΟΥ ΣΧΟΛΗ ΓΕΩΠΟΝΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΒΙΟΤΕΧΝΟΛΟΓΙΑΣ ΚΑΙ ΕΠΙΣΤΗΜΗΣ ΤΡΟΦΙΜΩΝ. Πτυχιακή εργασία

ΠΕΡΙΓΡΑΦΗ ΚΥΜΑΤΙΚΟΥ ΚΛΙΜΑΤΟΣ ΣΤΟ ΘΡΑΚΙΚΟ ΠΕΛΑΓΟΣ ΜΕ ΤΗ ΧΡΗΣΗ ΤΟΥ ΜΑΘΗΜΑΤΙΚΟΥ ΟΜΟΙΩΜΑΤΟΣ SWAN

ΧΡΗΣΗ ΤΟΥ ΠΡΟΪΟΝΤΟΣ ΤΗΣ ΗΛΕΚΤΡΟΛΥΣΗΣ ΝΕΡΟΥ ΩΣ ΠΡΟΣΘΕΤΟ ΚΑΥΣΙΜΟΥ ΣΕ ΜΗΧΑΝΗ ΕΣΩΤΕΡΙΚΗΣ ΚΑΥΣΗΣ

Transcript:

J. Jpn. Soc. Soil Phys. No. +**, p.+/,0,**/ * Application of Soil Physics to Rainwater Dynamics at Forested Hillslopes Ken ichirou KOSUGI* * Graduate School of Agriculture, Kyoto University, Kyoto 0*02/*,, Japan Abstract Rainwater dynamics at forested hillslopes are one of the most important themes in forest hydrology, because they have large e#ects on storm and base flow hydrographs, occurrences of slope failures, material transports in forest ecosystem, and stream water chemistry. Rainwater infiltration and discharge processes at forested hillslopes can be e#ectively studied by using methodologies developed in soil physical studies, which includes methods for determining saturated-unsaturated soil hydraulic properties, equipments for measuring matric potential and water content in field soils, and numerical simulation techniques for saturated-unsaturated soil water flow. This paper introduces several previous and new studies which applied the methodologies of soil physics to the analyses of rainwater dynamics at forested hillslopes. Topics includes characteristics of forest soil hydraulic properties in comparison with disturbed sandy and loamy soils, e#ects of pore structure of forest soil on rainwater infiltration, indices of water holding capacity of forest soils, e#ects of soil water-repellency on heterogeneous infiltration and occurrence of surface runo#, experiments and modeling of soil-pipe flow, as well as rainwater infiltration in weathered bedrock. Key words : forest hydrology, forest soil, water retention characteristic, hydraulic conductivity, pipe flow + CO,,,+ + 0*1* cm,** mmh * 0*02/*, :

16 +**,**/ Brooks and Corey, +30. ; van Genuchten, +32* ; +32, Kosugi, +330 ; Chan and Govindaraju,,**- y r Young Laplace yar + A y r cm *.+/ cm,,* Kutílek and Nielsen, +33. lnr Kosugi, +33., +330 S e qqr Q lnyy m q sq r s / mm +** cm -.0*.- g, /.0+ cm,,,/ cm,.* + 0*1* cm +** + +33,,, Richards q C y K y C dq dy exp lnyym,,s, KK s S e +, Q lnyy m s s, S e : K s : q s : y* q q r : y q Q Qx exp u,, du x Excel QxNORMSDISTx y m S e*./ y m r m s lnr

: 17, y m s y m r m, Kosugi +331 a r m s heavy clay sandy loam -, qy Ky K s y m s Kosugi, +331 b y /* cm q -a y * y K - b,-, - +/* cm./., mm - a b +333

18 +**,**/. a b, c d 2* cm.b, c Richards. b, c *.*+. c 2. d. c +/+2 2,-. d *.*+. b +3. d 3. b - 2,,.2,

: 19 / S +333. d,.. - a qy C y +** cm C - b y,* cm K q y Ky +32, +32/ +333 S p q out p q out S S p q outp q q z y q outp / q outp y / a

20 +**,**/ y yz K yp / a, b y * / b Ky q y / c, +, yz / a / c y z q q outp yy * / a q y * q / c +, S + S +, S, y L L y * q + y q S C dq dy S / df qy K y, - K. K s p / e Kp y -. / e y -y. y - / d y - S. / f S -S. K S S K C 0. S p +/* cm - qy, Ky S...0 mmh S 0*/ mmh 0 S. 0 -+ S +333 -, Richards 1 Sentek EasyAG-/P / cm 1/ cm +* cm. 1 a 1 b. b, c +/ +3 mm +/+2 1/ cm // cm - * +* cm *.0,*.00,,*** mmh

: 21 1 a b 1 b Noguchi et al., +333 ; +333 +321 1 3* +333 -,, 2 +, m -,***.,*** ha A *, cm.* + m,, m 2 a +32 mm 2*

22 +**,**/ +33/ +,+-*,,+-* mmh A * / cm,,2.*-,-1* mmh A * 2 b /2 NDST ninety degree surface tension / / cm +/./ cm 1 3 +33/ +/ 1.- cm +* cm, 1* cm + cm, *.2 cm, -* cm *./ cm - s +* a No pipe Open pipe +/ cm Closed pipe No pipe Kosugi et al.,**. +* a..+ Darcy 3 Uchida et al., +333

: 23 +* a b Kosugi et al.,**. Open pipe Closed pipe ++ a b Kosugi et al.,,**. +* Closed pipe *.+2 cms *.*,,- cms +* b Closed pipe ++ a ++ b Tsutsumi et al.,**/

24 +**,**/ +, a b c Darcy-Buckingham.,,**. :,**. +, a +, b N c +* cm /* +330 +- TDR +, c TDR k +-,

: 25 - TDR +2 mm, +- k - cm k k k +- JSTCREST / Richards Kosugi et al.,,**+ +, c Katsura et al.,,**/ +33+ Richards Fick Brooks, R.H. and Corey, A.T. (+30.): Hydraulic properties of porous media. Hydrol. Pap. no. -. Colorado State Univ., Ft. Collins. Chan, T.P. and Govindaraju, R.S. (,**-): A new model for soil hydraulic properties based on a stochastic conceptualization of porous media. Water Resour. Res., -3 : ++3/, doi : +*.+*,3 /,**, WR **+3/.. +33+ :.. :,--*. Katsura, S, Kosugi, K., Yamamoto, N. and Mizuyama, T. (,**/): Saturated and unsaturated hydraulic conductivities and water-retention characteristics of weathered granitic bedrock +333 : --/ : -/.,. Kosugi, K. (+33.): Three-parameter lognormal distribution model for soil water retention. Water Resour. Res., -* : 23+3*+. Kosugi, K. (+330): Lognormal distribution model for unsaturated soil hydraulic properties. Water Resour. Res., -, :,031,1*-. Kosugi, K. (+331 a): A new model to analyze water retention characteristics of forest soils based on soil pore radius distribution. J. For. Res.,, : +2. Kosugi, K. (+331 b): New diagrams to evaluate soil

26 +**,**/ pore radius distribution and saturated hydraulic conductivity of forest soil. J. For. Res.,, : 3/+*+. +333 : 2+ :,,0,-/.,**. :. /1 - : 1+13. Kosugi, K., Mori, K. and Yasuda, H. (,**+) : An inverse modeling approach for the characterization of unsaturated water flow in an organic forest floor. J. Hydrol.,,.0 : 30+*2. Kosugi, K., Uchida, T. and Mizuyama, T. (,**.) : Numerical calculation of soil pipe flow and its e#ect on water dynamics in a slope. Hydrol. Process., +2 : 111123. Kutílek, M. and Nielsen, D.R. (+33.) : Soil hydrology. p. /-, Catena Verlag, Cremlingen, Germany. Noguchi, S., Tsuboyama, Y., Sidle, R. C. and Hosoda, I. (+333) : Morphological characteristics of macropores and the distribution of preferential flow pathways in a forested slope segment. Soil Sci. Soc. Am. J., 0- : +.+-+.,-. +321 : 03 : -0,-01. +330 : pp. +/,- +32, : 0. :.*3.+2. +32/ : 01 :..3.0*. +33, : p. -1 Tsutsumi, D., Sidle, R.C. and Kosugi, K. (,**/) :A simple model of lateral preferential flow in hillslope soils.,**. : - /1, : /2 0.. Uchida, T., Kosugi, K. and Mizuyama, T. (+333) : Runo# characteristics of pipeflow and e#ects of pipeflow on rainfall-runo# phenomena in a mountainous watershed. J. Hydrol.,,,, : +2-0. +33/ : +*0 : /*//*2. van Genuchten, M. Th. (+32*) : Aclosed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci. Soc. Am. J.,.. : 23, 232. +33/ : 11 :,,.,-+. :,**/. +2 :,**/ / +3