Evaluation of surface roughness parameters in agricultural soils with different tillage conditions using a laser profile meter

•21 roughness parameters were selected and evaluated on different agricultural tilled soils.•Parameters LD and MUD were the most suitable for differentiating and characterizing different tillage types.•Parameters LS and crossover lengths (lSMV and lRMS) were the most sensitive to the effect of preci...

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Published inSoil & tillage research Vol. 161; pp. 19 - 30
Main Authors Martinez-Agirre, Alex, Álvarez-Mozos, Jesús, Giménez, Rafael
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.08.2016
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Online AccessGet full text
ISSN0167-1987
1879-3444
1879-3444
DOI10.1016/j.still.2016.02.013

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Abstract •21 roughness parameters were selected and evaluated on different agricultural tilled soils.•Parameters LD and MUD were the most suitable for differentiating and characterizing different tillage types.•Parameters LS and crossover lengths (lSMV and lRMS) were the most sensitive to the effect of precipitation.•Many parameters were strongly correlated and thus provided very similar information. Surface roughness crucially affects the hydrological and erosive behaviours of soils. In agricultural areas surface roughness is directly related to tillage, whose action strongly affects the key physical properties of soils and determines the occurrence and fate of several processes (e.g., surface storage, infiltration, etc.). The characterisation of surface roughness as a result of tillage operations is not straightforward, and numerous parameters and indices have been proposed for quantifying it. In this article, a database of 164 profiles (each 5m long), measured in 5 different roughness classes, was analysed. Four roughness classes corresponded to typical tillage operations (i.e., mouldboard, harrow, seedbed, etc.), and the fifth represented a seedbed soil that was subject to rainfall. The aim of the research was to evaluate and select the surface roughness parameters that best characterised and quantified the surface roughness caused by typical tillage operations. In total, 21 roughness parameters (divided into 4 categories) were assessed. The parameters that best separated and characterised the different roughness classes were the limiting elevation difference (LD) and the Mean Upslope Depression index (MUD); however, the parameters most sensitive to rainfall action on seedbed soils were limiting slope (LS) and the crossover lengths measured with the semivariogram method (lSMV) and the root mean square method (lRMS). Many parameters had high degrees of correlation with each other, and therefore gave almost identical information. The results of this study may contribute to the understanding of the surface roughness phenomenon and its parameterisation in agricultural soils.
AbstractList Surface roughness crucially affects the hydrological and erosive behaviours of soils. In agricultural areas surface roughness is directly related to tillage, whose action strongly affects the key physical properties of soils and determines the occurrence and fate of several processes (e.g., surface storage, infiltration, etc.). The characterisation of surface roughness as a result of tillage operations is not straightforward, and numerous parameters and indices have been proposed for quantifying it. In this article, a database of 164 profiles (each 5m long), measured in 5 different roughness classes, was analysed. Four roughness classes corresponded to typical tillage operations (i.e., mouldboard, harrow, seedbed, etc.), and the fifth represented a seedbed soil that was subject to rainfall. The aim of the research was to evaluate and select the surface roughness parameters that best characterised and quantified the surface roughness caused by typical tillage operations. In total, 21 roughness parameters (divided into 4 categories) were assessed. The parameters that best separated and characterised the different roughness classes were the limiting elevation difference (LD) and the Mean Upslope Depression index (MUD); however, the parameters most sensitive to rainfall action on seedbed soils were limiting slope (LS) and the crossover lengths measured with the semivariogram method (lSMV) and the root mean square method (lRMS). Many parameters had high degrees of correlation with each other, and therefore gave almost identical information. The results of this study may contribute to the understanding of the surface roughness phenomenon and its parameterisation in agricultural soils.
•21 roughness parameters were selected and evaluated on different agricultural tilled soils.•Parameters LD and MUD were the most suitable for differentiating and characterizing different tillage types.•Parameters LS and crossover lengths (lSMV and lRMS) were the most sensitive to the effect of precipitation.•Many parameters were strongly correlated and thus provided very similar information. Surface roughness crucially affects the hydrological and erosive behaviours of soils. In agricultural areas surface roughness is directly related to tillage, whose action strongly affects the key physical properties of soils and determines the occurrence and fate of several processes (e.g., surface storage, infiltration, etc.). The characterisation of surface roughness as a result of tillage operations is not straightforward, and numerous parameters and indices have been proposed for quantifying it. In this article, a database of 164 profiles (each 5m long), measured in 5 different roughness classes, was analysed. Four roughness classes corresponded to typical tillage operations (i.e., mouldboard, harrow, seedbed, etc.), and the fifth represented a seedbed soil that was subject to rainfall. The aim of the research was to evaluate and select the surface roughness parameters that best characterised and quantified the surface roughness caused by typical tillage operations. In total, 21 roughness parameters (divided into 4 categories) were assessed. The parameters that best separated and characterised the different roughness classes were the limiting elevation difference (LD) and the Mean Upslope Depression index (MUD); however, the parameters most sensitive to rainfall action on seedbed soils were limiting slope (LS) and the crossover lengths measured with the semivariogram method (lSMV) and the root mean square method (lRMS). Many parameters had high degrees of correlation with each other, and therefore gave almost identical information. The results of this study may contribute to the understanding of the surface roughness phenomenon and its parameterisation in agricultural soils.
Author Martinez-Agirre, Alex
Giménez, Rafael
Álvarez-Mozos, Jesús
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Cites_doi 10.1016/0167-1987(87)90047-X
10.2136/sssaj2000.6451749x
10.3390/s8074213
10.2136/sssaj1988.03615995005200020002x
10.2136/sssaj1998.03615995006200010031x
10.1590/S0103-90162009000200012
10.1016/j.still.2010.09.004
10.1016/j.still.2005.09.005
10.3390/s90100463
10.1007/BF02083489
10.1111/j.1365-2389.1983.tb01057.x
10.1016/j.ecolmodel.2004.04.012
10.2136/sssaj1992.03615995005600010002x
10.1016/j.still.2006.03.018
10.1016/0924-2716(95)00004-6
10.1016/j.still.2012.06.001
10.1016/j.rse.2005.02.018
10.1016/j.earscirev.2014.05.016
10.1029/96WR01394
10.1088/0305-4470/27/24/018
10.1016/0933-3630(95)00039-9
10.1016/j.biosystemseng.2005.06.008
10.1111/j.1365-2389.2009.01129.x
10.13031/2013.42670
10.1016/j.still.2014.06.010
10.1016/j.biosystemseng.2005.04.004
10.1016/j.agwat.2008.06.013
10.1016/j.proeng.2012.01.715
10.1088/0022-3727/22/9/001
10.1080/00224561.1993.12456826
10.5194/npg-14-223-2007
10.5194/npg-15-575-2008
10.1016/S0034-4257(02)00069-X
10.1109/TGRS.2003.813361
10.1111/j.1365-2389.1983.tb01058.x
10.13031/2013.42370
10.1016/0167-1987(90)90008-2
10.1109/36.477187
10.2136/sssaj1997.03615995006100060028x
10.1016/S0167-1987(99)00061-6
10.13031/2013.30167
10.1029/GL017i011p01953
10.1016/0933-3630(93)90016-8
10.1016/j.still.2015.01.017
10.1111/j.1365-2389.1986.tb00393.x
10.1016/j.rse.2008.08.004
10.1016/j.still.2007.10.006
10.1002/wrcr.20172
10.1051/agro:2000114
10.13031/2013.38702
10.1214/11-STS370
10.2136/sssaj1986.03615995005000060035x
10.1016/S0016-7061(03)00164-2
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Agricultural soils
Tillage
Roughness parameters
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References Vidal Vázquez, Miranda, González (bib0290) 2007; 14
Arvidsson, Bölenius (bib0030) 2006; 90
Römkens, Wang (bib0235) 1986; 29
Verhoest, Lievens, Wagner, Álvarez-Mozos, Moran, Mattia (bib0275) 2008; 8
Pardini (bib0220) 2003; 117
Casalí, Gastesi, Álvarez-Mozos, De Santisteban, de Lersundi, Giménez, Larrañaga, Goñi, Agirre, Campo, López, Donézar (bib0075) 2008; 95
Borgeaud, Attema, Salgado-Gispert, Bellini, Noll (bib0055) 1995
Mushkin, Gillespie (bib0210) 2005; 99
Vidal Vázquez, Vivas Miranda, Paz González (bib0285) 2005; 182
Dalla Rosa, Cooper, Darboux, Medeiros (bib0105) 2012; 124
Malinverno (bib0190) 1990; 17
Davidson, Mattia, Satalino, Verhoest, Le Toan, Borgeaud, Louis, Attema (bib0110) 2003; 41
Lehrsch, Whisler, Römkens (bib0160) 1988; 52
Álvarez-Mozos, Campo, Gimenez, Casali, Leibar (bib0015) 2011; 111
Bauer, Strauss, Grims, Kamptner, Mansberger, Spiegel (bib0040) 2015; 151
Kamphorst, Jetten, Guérif, Pitkänen, Iversen, Douglas, Paz (bib0155) 2000; 64
Helming, Römkens, Prasad (bib0145) 1998; 62
Planchon, Esteves, Silvera (bib0230) 1998
Xingming, Kai, Xiaojie, Yangyang, Jianhua (bib0300) 2014; 143
Magunda, Larson, Linden, Nater (bib0185) 1997; 10
Chi, Yang, Bogart, Chu (bib0080) 2012; 55
D’Urso, Menenti (bib0100) 1996; 51
Burrough (bib0065) 1983; 34
Zhixiong, Nan, Perdok, Hoogmoed (bib0305) 2005; 91
Mandelbrot (bib0195) 1977
Croft, Anderson, Kuhn (bib0085) 2009; 60
Liu, Molz (bib0180) 1996; 32
Taconet, Ciarletti (bib0260) 2007; 93
Zribi, Dechambre (bib0315) 2003; 84
Govers, Takken, Helming (bib0130) 2000; 20
Smith (bib0250) 2014; 136
Vermang, Norton, Baetens, Huang, Cornelis, Gabriels (bib0280) 2013; 56
Skriver (bib0245) 2007
Zobeck, Onstad (bib0310) 1987; 9
Bertuzzi, Rauws, Courault (bib0045) 1990; 17
Croft, Anderson, Brazier, Kuhn (bib0090) 2013; 49
Armstrong (bib0025) 1986; 37
Burrough (bib0070) 1983; 34
Helming, Roth, Wolf, Diestel (bib0140) 1993; 6
Saleh (bib0240) 1993; 48
Vivas Miranda, Paz González, Rubio, Morgan, Asins, Andreu (bib0295) 2002
Baghdadi, Zribi, Loumagne, Ansart, Anguela (bib0035) 2008; 112
Hansen, Schjønning, Sibbesen (bib0135) 1999; 52
Álvarez-Mozos, Casalí, González-Audícana, Verhoest (bib0005) 2005; 92
Allmaras, Burwell, Larson, Holt (bib0020) 1966; 7
Ogilvy, Foster (bib0215) 1989; 22
Currence, Lovely (bib0095) 1970; 13
Moreno, Álvarez, Alonso, Barrington, Requejo (bib0205) 2008; 98
Eltz, Norton (bib0115) 1997; 61
Paz-Ferreiro, Bertol, Vidal Väzquez (bib0225) 2008; 15
Gallant, Moore, Hutchinson, Gessler (bib0120) 1994; 26
Liang, Feng, Guangxiang (bib0165) 2012; 28
Moreira, Da Silva, Kamphorst (bib0200) 1994; 27
Bruzzone, Roli, Serpico (bib0060) 1995; 33
Boiffin, J., 1984. La dégradation structurale des couches superficielles sous l’action des pluies. Thèse de Docteur Ingénieur, Paris INA-PG, 320pp.
Gneiting, Ševcíková, Percival (bib0125) 2012; 27
Linden, Van Doren (bib0170) 1986; 50
Huang, Bradford (bib0150) 1992; 56
Vázquez, Vieira, De Maria, González (bib0270) 2009; 66
Swain, P.H., King, R.C., 1973. Two effective feature selection criteria for multispectral remote sensing. LARS Technical Reports. Paper 39. 536–540.
Álvarez-Mozos, Verhoest, Larrañaga, Casalí, González-Audícana (bib0010) 2009; 9
Linden, Van Doren, Allmaras (bib0175) 1988
Dalla Rosa (10.1016/j.still.2016.02.013_bib0105) 2012; 124
Moreira (10.1016/j.still.2016.02.013_bib0200) 1994; 27
Bauer (10.1016/j.still.2016.02.013_bib0040) 2015; 151
Smith (10.1016/j.still.2016.02.013_bib0250) 2014; 136
Currence (10.1016/j.still.2016.02.013_bib0095) 1970; 13
Vidal Vázquez (10.1016/j.still.2016.02.013_bib0285) 2005; 182
Baghdadi (10.1016/j.still.2016.02.013_bib0035) 2008; 112
Borgeaud (10.1016/j.still.2016.02.013_bib0055) 1995
Helming (10.1016/j.still.2016.02.013_bib0145) 1998; 62
Zhixiong (10.1016/j.still.2016.02.013_bib0305) 2005; 91
Helming (10.1016/j.still.2016.02.013_bib0140) 1993; 6
Taconet (10.1016/j.still.2016.02.013_bib0260) 2007; 93
Allmaras (10.1016/j.still.2016.02.013_bib0020) 1966; 7
Gneiting (10.1016/j.still.2016.02.013_bib0125) 2012; 27
Planchon (10.1016/j.still.2016.02.013_bib0230) 1998
Bruzzone (10.1016/j.still.2016.02.013_bib0060) 1995; 33
Zobeck (10.1016/j.still.2016.02.013_bib0310) 1987; 9
Burrough (10.1016/j.still.2016.02.013_bib0070) 1983; 34
Ogilvy (10.1016/j.still.2016.02.013_bib0215) 1989; 22
Vázquez (10.1016/j.still.2016.02.013_bib0270) 2009; 66
Álvarez-Mozos (10.1016/j.still.2016.02.013_bib0005) 2005; 92
D’Urso (10.1016/j.still.2016.02.013_bib0100) 1996; 51
Moreno (10.1016/j.still.2016.02.013_bib0205) 2008; 98
Croft (10.1016/j.still.2016.02.013_bib0090) 2013; 49
Saleh (10.1016/j.still.2016.02.013_bib0240) 1993; 48
Bertuzzi (10.1016/j.still.2016.02.013_bib0045) 1990; 17
Mandelbrot (10.1016/j.still.2016.02.013_bib0195) 1977
Arvidsson (10.1016/j.still.2016.02.013_bib0030) 2006; 90
Chi (10.1016/j.still.2016.02.013_bib0080) 2012; 55
Linden (10.1016/j.still.2016.02.013_bib0170) 1986; 50
Liang (10.1016/j.still.2016.02.013_bib0165) 2012; 28
Gallant (10.1016/j.still.2016.02.013_bib0120) 1994; 26
Casalí (10.1016/j.still.2016.02.013_bib0075) 2008; 95
Kamphorst (10.1016/j.still.2016.02.013_bib0155) 2000; 64
Govers (10.1016/j.still.2016.02.013_bib0130) 2000; 20
Croft (10.1016/j.still.2016.02.013_bib0085) 2009; 60
10.1016/j.still.2016.02.013_bib0255
Vivas Miranda (10.1016/j.still.2016.02.013_bib0295) 2002
Xingming (10.1016/j.still.2016.02.013_bib0300) 2014; 143
Lehrsch (10.1016/j.still.2016.02.013_bib0160) 1988; 52
Malinverno (10.1016/j.still.2016.02.013_bib0190) 1990; 17
Davidson (10.1016/j.still.2016.02.013_bib0110) 2003; 41
10.1016/j.still.2016.02.013_bib0050
Pardini (10.1016/j.still.2016.02.013_bib0220) 2003; 117
Linden (10.1016/j.still.2016.02.013_bib0175) 1988
Álvarez-Mozos (10.1016/j.still.2016.02.013_bib0015) 2011; 111
Liu (10.1016/j.still.2016.02.013_bib0180) 1996; 32
Skriver (10.1016/j.still.2016.02.013_bib0245) 2007
Paz-Ferreiro (10.1016/j.still.2016.02.013_bib0225) 2008; 15
Huang (10.1016/j.still.2016.02.013_bib0150) 1992; 56
Verhoest (10.1016/j.still.2016.02.013_bib0275) 2008; 8
Zribi (10.1016/j.still.2016.02.013_bib0315) 2003; 84
Hansen (10.1016/j.still.2016.02.013_bib0135) 1999; 52
Eltz (10.1016/j.still.2016.02.013_bib0115) 1997; 61
Álvarez-Mozos (10.1016/j.still.2016.02.013_bib0010) 2009; 9
Römkens (10.1016/j.still.2016.02.013_bib0235) 1986; 29
10.1016/j.still.2016.02.013_bib0265
Burrough (10.1016/j.still.2016.02.013_bib0065) 1983; 34
Mushkin (10.1016/j.still.2016.02.013_bib0210) 2005; 99
Vidal Vázquez (10.1016/j.still.2016.02.013_bib0290) 2007; 14
Magunda (10.1016/j.still.2016.02.013_bib0185) 1997; 10
Armstrong (10.1016/j.still.2016.02.013_bib0025) 1986; 37
Vermang (10.1016/j.still.2016.02.013_bib0280) 2013; 56
References_xml – start-page: 2099
  year: 2002
  end-page: 2112
  ident: bib0295
  article-title: Fractal models for the description of soil surface roughness
  publication-title: Man and Soil at the Third Millennium. Proceedings International Congress of the European Society for Soil Conservation
– volume: 26
  start-page: 455
  year: 1994
  end-page: 481
  ident: bib0120
  article-title: Estimating fractal dimension of profiles: a comparison of methods
  publication-title: Math. Geol.
– volume: 27
  start-page: 247
  year: 2012
  end-page: 277
  ident: bib0125
  article-title: Estimators of fractal dimension: assessing the roughness of time series and spatial data
  publication-title: Stat. Sci.
– volume: 34
  start-page: 599
  year: 1983
  end-page: 620
  ident: bib0070
  article-title: Multiscale sources of spatial variation in soil. II. A non- Brownian fractal model and its application in soil survey
  publication-title: J. Soil Sci.
– volume: 22
  start-page: 1243
  year: 1989
  end-page: 1251
  ident: bib0215
  article-title: Rough surfaces: gaussian or exponential statistics?
  publication-title: J. Phys. D: Appl. Phys.
– volume: 61
  start-page: 1746
  year: 1997
  end-page: 1755
  ident: bib0115
  article-title: Surface roughness changes as affected by rainfall erosivity, tillage, and canopy cover
  publication-title: Soil Sci. Soc. Am. J.
– start-page: 4195
  year: 2007
  end-page: 4198
  ident: bib0245
  article-title: Signatures of polarimetrie parameters and their implications on land cover classification
  publication-title: International Geoscience and Remote Sensing Symposium (IGARSS)
– volume: 17
  start-page: 87
  year: 1990
  end-page: 99
  ident: bib0045
  article-title: Testing roughness indices to estimate soil surface roughness changes due to simulated rainfall
  publication-title: Soil Tillage Res.
– volume: 48
  start-page: 527
  year: 1993
  end-page: 529
  ident: bib0240
  article-title: Soil roughness measurement: chain method
  publication-title: J. Soil Water Conserv.
– volume: 95
  start-page: 1111
  year: 2008
  end-page: 1128
  ident: bib0075
  article-title: Runoff, erosion, and water quality of agricultural watersheds in central Navarre (Spain)
  publication-title: Agric. Water Manage.
– volume: 28
  start-page: 252
  year: 2012
  end-page: 257
  ident: bib0165
  article-title: Comparison of fractal dimension calculation methods for channel bed profiles
  publication-title: Procedia Eng.
– volume: 10
  start-page: 57
  year: 1997
  end-page: 67
  ident: bib0185
  article-title: Changes in microrelief and their effects on infiltration and erosion during simulated rainfall
  publication-title: Soil Technol.
– volume: 15
  start-page: 575
  year: 2008
  end-page: 590
  ident: bib0225
  article-title: Quantification of tillage, plant cover, and cumulative rainfall effects on soil surface microrelief by statistical, geostatistical and fractal indices
  publication-title: Nonlinear Processes Geophys.
– volume: 93
  start-page: 64
  year: 2007
  end-page: 76
  ident: bib0260
  article-title: Estimating soil roughness indices on a ridge-and-furrow surface using stereo photogrammetry
  publication-title: Soil Tillage Res.
– volume: 52
  start-page: 311
  year: 1988
  end-page: 319
  ident: bib0160
  article-title: Spatial variation of parameters describing soil surface roughness
  publication-title: Soil Sci. Soc. Am. J.
– volume: 182
  start-page: 337
  year: 2005
  end-page: 353
  ident: bib0285
  article-title: Characterizing anisotropy and heterogeneity of soil surface microtopography using fractal models
  publication-title: Ecol. Modell.
– reference: Swain, P.H., King, R.C., 1973. Two effective feature selection criteria for multispectral remote sensing. LARS Technical Reports. Paper 39. 536–540.
– volume: 84
  start-page: 42
  year: 2003
  end-page: 52
  ident: bib0315
  article-title: A new empirical model to retrieve soil moisture and roughness from C-band radar data
  publication-title: Remote Sens. Environ.
– volume: 55
  start-page: 1781
  year: 2012
  end-page: 1792
  ident: bib0080
  article-title: Fractal analysis of surface microtopography and its application in understanding hydrologic processes
  publication-title: Trans. ASABE
– volume: 37
  start-page: 641
  year: 1986
  end-page: 652
  ident: bib0025
  article-title: On the fractal dimensions of some transient soil properties
  publication-title: J. Soil Sci.
– volume: 51
  start-page: 78
  year: 1996
  end-page: 90
  ident: bib0100
  article-title: Performance indicators for the statistical evaluation of digital image classifications
  publication-title: ISPRS J. Photogramm. Remote Sens.
– volume: 17
  start-page: 1953
  year: 1990
  end-page: 1956
  ident: bib0190
  article-title: A simple method to estimate the fractal dimension of a self-affine series
  publication-title: Geophys. Res. Lett.
– volume: 33
  start-page: 1318
  year: 1995
  end-page: 1321
  ident: bib0060
  article-title: Extension of the Jeffreys-Matusita distance to multiclass cases for feature selection
  publication-title: IEEE Trans. Geosci. Remote Sens.
– volume: 90
  start-page: 222
  year: 2006
  end-page: 229
  ident: bib0030
  article-title: Effects of soil water content during primary tillage—laser measurements of soil surface changes
  publication-title: Soil Tillage Res.
– volume: 41
  start-page: 1651
  year: 2003
  end-page: 1658
  ident: bib0110
  article-title: Joint statistical properties of RMS height and correlation length derived from multisite 1-m roughness measurements
  publication-title: IEEE Trans. Geosci. Remote Sens.
– volume: 6
  start-page: 273
  year: 1993
  end-page: 286
  ident: bib0140
  article-title: Characterization of rainfall—microrelief interactions with runoff using parameters derived from digital elevation models (DEMs)
  publication-title: Soil Technol.
– volume: 92
  start-page: 119
  year: 2005
  end-page: 133
  ident: bib0005
  article-title: Correlation between ground measured soil moisture and RADARSAT-1 derived backscattering coefficient over an agricultural catchment of Navarre (North of Spain)
  publication-title: Biosyst. Eng.
– year: 1977
  ident: bib0195
  article-title: Fractals: Form, Chance, and Dimension, Revised ed.
– volume: 32
  start-page: 2601
  year: 1996
  end-page: 2605
  ident: bib0180
  article-title: Discrimination of fractional Brownian movement and fractional Gaussian noise structures in permeability and related property distributions with range analyses
  publication-title: Water Resour. Res.
– volume: 13
  start-page: 710
  year: 1970
  end-page: 714
  ident: bib0095
  article-title: Analysis of soil surface roughness
  publication-title: Trans. Am. Soc. Agric. Eng.
– volume: 112
  start-page: 4370
  year: 2008
  end-page: 4379
  ident: bib0035
  article-title: Analysis of TerraSAR-X data and their sensitivity to soil surface parameters over bare agricultural fields
  publication-title: Remote Sens. Environ.
– volume: 66
  start-page: 225
  year: 2009
  end-page: 232
  ident: bib0270
  article-title: Geostatistical analysis of microrelief of an Oxisol as a function of tillage and cumulative rainfall
  publication-title: Scientia Agricola
– volume: 151
  start-page: 28
  year: 2015
  end-page: 38
  ident: bib0040
  article-title: Long-term agricultural management effects on surface roughness and consolidation of soils
  publication-title: Soil Tillage Res.
– volume: 56
  start-page: 14
  year: 1992
  end-page: 21
  ident: bib0150
  article-title: Applications of a laser scanner to quantify soil microtopography
  publication-title: Soil Sci. Soc. Am. J.
– volume: 27
  start-page: 8079
  year: 1994
  end-page: 8089
  ident: bib0200
  article-title: On the fractal dimension of self-affine profiles
  publication-title: J. Phys. A: Math. Gen.
– volume: 56
  start-page: 505
  year: 2013
  end-page: 514
  ident: bib0280
  article-title: Quantification of soil surface roughness evolution under simulated rainfall
  publication-title: Trans. ASABE
– volume: 62
  start-page: 243
  year: 1998
  end-page: 250
  ident: bib0145
  article-title: Surface roughness related processes of runoff and soil loss: a flume study
  publication-title: Soil Sci. Soc. Am. J.
– volume: 9
  start-page: 463
  year: 2009
  end-page: 489
  ident: bib0010
  article-title: Influence of surface roughness spatial variability and temporal dynamics on the retrieval of soil moisture from SAR observations
  publication-title: Sensors
– volume: 49
  start-page: 1858
  year: 2013
  end-page: 1870
  ident: bib0090
  article-title: Modeling fine-scale soil surface structure using geostatistics
  publication-title: Water Resour. Res.
– volume: 9
  start-page: 1
  year: 1987
  end-page: 20
  ident: bib0310
  article-title: Tillage and rainfall effects on random roughness: a review
  publication-title: Soil Tillage Res.
– volume: 14
  start-page: 223
  year: 2007
  end-page: 235
  ident: bib0290
  article-title: Describing soil surface microrelief by crossover length and fractal dimension
  publication-title: Nonlinear Processes Geophys.
– start-page: 373
  year: 1988
  end-page: 378
  ident: bib0175
  article-title: A model of the effects of tillage-induced soil surface roughness on erosion
  publication-title: ISTRO 11th Intern. Conference: Tillage and Traffic in Crop Production
– volume: 99
  start-page: 75
  year: 2005
  end-page: 83
  ident: bib0210
  article-title: Estimating sub-pixel surface roughness using remotely sensed stereoscopic data
  publication-title: Remote Sens. Environ.
– volume: 8
  start-page: 4213
  year: 2008
  end-page: 4248
  ident: bib0275
  article-title: On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar
  publication-title: Sensors
– volume: 64
  start-page: 1749
  year: 2000
  end-page: 1758
  ident: bib0155
  article-title: Predicting depressional storage from soil surface roughness
  publication-title: Soil Sci. Soc. Am. J.
– volume: 20
  start-page: 131
  year: 2000
  end-page: 146
  ident: bib0130
  article-title: Soil roughness and overland flow
  publication-title: Agronomie
– volume: 91
  start-page: 369
  year: 2005
  end-page: 377
  ident: bib0305
  article-title: Characterisation of soil profile roughness
  publication-title: Biosyst. Eng.
– volume: 143
  start-page: 137
  year: 2014
  end-page: 144
  ident: bib0300
  article-title: Improvements in farmland surface roughness measurement by employing a new laser scanner
  publication-title: Soil Tillage Res.
– volume: 98
  start-page: 35
  year: 2008
  end-page: 44
  ident: bib0205
  article-title: Tillage and soil type effects on soil surface roughness at semiarid climatic conditions
  publication-title: Soil Tillage Res.
– volume: 60
  start-page: 431
  year: 2009
  end-page: 442
  ident: bib0085
  article-title: Characterizing soil surface roughness using a combined structural and spectral approach
  publication-title: Eur. J. Soil Sci.
– volume: 136
  start-page: 202
  year: 2014
  end-page: 225
  ident: bib0250
  article-title: Roughness in the Earth sciences
  publication-title: Earth Sci. Rev.
– volume: 29
  start-page: 429
  year: 1986
  end-page: 433
  ident: bib0235
  article-title: Effect of tillage on surface roughness
  publication-title: Trans. Am. Soc. Agric. Eng.
– volume: 117
  start-page: 157
  year: 2003
  end-page: 167
  ident: bib0220
  article-title: Fractal scaling of surface roughness in artificially weathered smectite-rich soil regoliths
  publication-title: Geoderma
– volume: 7
  start-page: 1
  year: 1966
  end-page: 14
  ident: bib0020
  article-title: Total porosity and random roughness of the interrow zone as influenced by tillage
  publication-title: USDA Conserv. Res. Rep.
– volume: 124
  start-page: 226
  year: 2012
  end-page: 232
  ident: bib0105
  article-title: Soil roughness evolution in different tillage systems under simulated rainfall using a semivariogram-based index
  publication-title: Soil Tillage Res.
– volume: 50
  start-page: 1560
  year: 1986
  end-page: 1565
  ident: bib0170
  article-title: Parameters for characterizing tillage-induced soil surface roughness
  publication-title: Soil Sci. Soc. Am. J.
– start-page: 307
  year: 1995
  end-page: 316
  ident: bib0055
  article-title: Analysis of bare soil surface roughness parameter with ERS-1 SAR data
  publication-title: Symposium on the Extraction of Bio and Geophysical Parameters from SAR Data for Land Applications
– reference: Boiffin, J., 1984. La dégradation structurale des couches superficielles sous l’action des pluies. Thèse de Docteur Ingénieur, Paris INA-PG, 320pp.
– volume: 34
  start-page: 577
  year: 1983
  end-page: 597
  ident: bib0065
  article-title: Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation
  publication-title: J. Soil Sci.
– volume: 111
  start-page: 142
  year: 2011
  end-page: 153
  ident: bib0015
  article-title: Implications of scale, slope, tillage operation and direction in the estimation of surface depression storage
  publication-title: Soil Tillage Res.
– volume: 52
  start-page: 103
  year: 1999
  end-page: 111
  ident: bib0135
  article-title: Roughness indices for estimation of depression storage capacity of tilled soil surfaces
  publication-title: Soil Tillage Res.
– year: 1998
  ident: bib0230
  article-title: Micro-relief induced by ridging: measurement, modelling, consequences on overland flow and erosion. p. 1–7. Poster no. 447
  publication-title: Proc. 16th World Congress Soil Science
– volume: 9
  start-page: 1
  issue: 1
  year: 1987
  ident: 10.1016/j.still.2016.02.013_bib0310
  article-title: Tillage and rainfall effects on random roughness: a review
  publication-title: Soil Tillage Res.
  doi: 10.1016/0167-1987(87)90047-X
– volume: 64
  start-page: 1749
  issue: 5
  year: 2000
  ident: 10.1016/j.still.2016.02.013_bib0155
  article-title: Predicting depressional storage from soil surface roughness
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj2000.6451749x
– volume: 8
  start-page: 4213
  issue: 7
  year: 2008
  ident: 10.1016/j.still.2016.02.013_bib0275
  article-title: On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar
  publication-title: Sensors
  doi: 10.3390/s8074213
– volume: 52
  start-page: 311
  issue: 2
  year: 1988
  ident: 10.1016/j.still.2016.02.013_bib0160
  article-title: Spatial variation of parameters describing soil surface roughness
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1988.03615995005200020002x
– volume: 62
  start-page: 243
  issue: 1
  year: 1998
  ident: 10.1016/j.still.2016.02.013_bib0145
  article-title: Surface roughness related processes of runoff and soil loss: a flume study
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1998.03615995006200010031x
– volume: 66
  start-page: 225
  issue: 2
  year: 2009
  ident: 10.1016/j.still.2016.02.013_bib0270
  article-title: Geostatistical analysis of microrelief of an Oxisol as a function of tillage and cumulative rainfall
  publication-title: Scientia Agricola
  doi: 10.1590/S0103-90162009000200012
– start-page: 4195
  year: 2007
  ident: 10.1016/j.still.2016.02.013_bib0245
  article-title: Signatures of polarimetrie parameters and their implications on land cover classification
  publication-title: International Geoscience and Remote Sensing Symposium (IGARSS)
– volume: 7
  start-page: 1
  year: 1966
  ident: 10.1016/j.still.2016.02.013_bib0020
  article-title: Total porosity and random roughness of the interrow zone as influenced by tillage
  publication-title: USDA Conserv. Res. Rep.
– volume: 111
  start-page: 142
  issue: 2
  year: 2011
  ident: 10.1016/j.still.2016.02.013_bib0015
  article-title: Implications of scale, slope, tillage operation and direction in the estimation of surface depression storage
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2010.09.004
– volume: 90
  start-page: 222
  issue: 1–2
  year: 2006
  ident: 10.1016/j.still.2016.02.013_bib0030
  article-title: Effects of soil water content during primary tillage—laser measurements of soil surface changes
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2005.09.005
– volume: 9
  start-page: 463
  issue: 1
  year: 2009
  ident: 10.1016/j.still.2016.02.013_bib0010
  article-title: Influence of surface roughness spatial variability and temporal dynamics on the retrieval of soil moisture from SAR observations
  publication-title: Sensors
  doi: 10.3390/s90100463
– volume: 26
  start-page: 455
  issue: 4
  year: 1994
  ident: 10.1016/j.still.2016.02.013_bib0120
  article-title: Estimating fractal dimension of profiles: a comparison of methods
  publication-title: Math. Geol.
  doi: 10.1007/BF02083489
– volume: 34
  start-page: 577
  issue: 3
  year: 1983
  ident: 10.1016/j.still.2016.02.013_bib0065
  article-title: Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1983.tb01057.x
– volume: 182
  start-page: 337
  issue: 3–4
  year: 2005
  ident: 10.1016/j.still.2016.02.013_bib0285
  article-title: Characterizing anisotropy and heterogeneity of soil surface microtopography using fractal models
  publication-title: Ecol. Modell.
  doi: 10.1016/j.ecolmodel.2004.04.012
– volume: 56
  start-page: 14
  issue: 1
  year: 1992
  ident: 10.1016/j.still.2016.02.013_bib0150
  article-title: Applications of a laser scanner to quantify soil microtopography
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1992.03615995005600010002x
– volume: 93
  start-page: 64
  issue: 1
  year: 2007
  ident: 10.1016/j.still.2016.02.013_bib0260
  article-title: Estimating soil roughness indices on a ridge-and-furrow surface using stereo photogrammetry
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2006.03.018
– volume: 51
  start-page: 78
  issue: 2
  year: 1996
  ident: 10.1016/j.still.2016.02.013_bib0100
  article-title: Performance indicators for the statistical evaluation of digital image classifications
  publication-title: ISPRS J. Photogramm. Remote Sens.
  doi: 10.1016/0924-2716(95)00004-6
– volume: 124
  start-page: 226
  year: 2012
  ident: 10.1016/j.still.2016.02.013_bib0105
  article-title: Soil roughness evolution in different tillage systems under simulated rainfall using a semivariogram-based index
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2012.06.001
– volume: 99
  start-page: 75
  issue: 1–2
  year: 2005
  ident: 10.1016/j.still.2016.02.013_bib0210
  article-title: Estimating sub-pixel surface roughness using remotely sensed stereoscopic data
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2005.02.018
– volume: 136
  start-page: 202
  year: 2014
  ident: 10.1016/j.still.2016.02.013_bib0250
  article-title: Roughness in the Earth sciences
  publication-title: Earth Sci. Rev.
  doi: 10.1016/j.earscirev.2014.05.016
– ident: 10.1016/j.still.2016.02.013_bib0050
– volume: 32
  start-page: 2601
  issue: 8
  year: 1996
  ident: 10.1016/j.still.2016.02.013_bib0180
  article-title: Discrimination of fractional Brownian movement and fractional Gaussian noise structures in permeability and related property distributions with range analyses
  publication-title: Water Resour. Res.
  doi: 10.1029/96WR01394
– volume: 27
  start-page: 8079
  issue: 24
  year: 1994
  ident: 10.1016/j.still.2016.02.013_bib0200
  article-title: On the fractal dimension of self-affine profiles
  publication-title: J. Phys. A: Math. Gen.
  doi: 10.1088/0305-4470/27/24/018
– volume: 10
  start-page: 57
  issue: 1
  year: 1997
  ident: 10.1016/j.still.2016.02.013_bib0185
  article-title: Changes in microrelief and their effects on infiltration and erosion during simulated rainfall
  publication-title: Soil Technol.
  doi: 10.1016/0933-3630(95)00039-9
– volume: 92
  start-page: 119
  issue: 1
  year: 2005
  ident: 10.1016/j.still.2016.02.013_bib0005
  article-title: Correlation between ground measured soil moisture and RADARSAT-1 derived backscattering coefficient over an agricultural catchment of Navarre (North of Spain)
  publication-title: Biosyst. Eng.
  doi: 10.1016/j.biosystemseng.2005.06.008
– start-page: 373
  year: 1988
  ident: 10.1016/j.still.2016.02.013_bib0175
  article-title: A model of the effects of tillage-induced soil surface roughness on erosion
  publication-title: ISTRO 11th Intern. Conference: Tillage and Traffic in Crop Production
– volume: 60
  start-page: 431
  issue: 3
  year: 2009
  ident: 10.1016/j.still.2016.02.013_bib0085
  article-title: Characterizing soil surface roughness using a combined structural and spectral approach
  publication-title: Eur. J. Soil Sci.
  doi: 10.1111/j.1365-2389.2009.01129.x
– volume: 56
  start-page: 505
  issue: 2
  year: 2013
  ident: 10.1016/j.still.2016.02.013_bib0280
  article-title: Quantification of soil surface roughness evolution under simulated rainfall
  publication-title: Trans. ASABE
  doi: 10.13031/2013.42670
– volume: 143
  start-page: 137
  year: 2014
  ident: 10.1016/j.still.2016.02.013_bib0300
  article-title: Improvements in farmland surface roughness measurement by employing a new laser scanner
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2014.06.010
– volume: 91
  start-page: 369
  issue: 3
  year: 2005
  ident: 10.1016/j.still.2016.02.013_bib0305
  article-title: Characterisation of soil profile roughness
  publication-title: Biosyst. Eng.
  doi: 10.1016/j.biosystemseng.2005.04.004
– ident: 10.1016/j.still.2016.02.013_bib0255
– volume: 95
  start-page: 1111
  issue: 10
  year: 2008
  ident: 10.1016/j.still.2016.02.013_bib0075
  article-title: Runoff, erosion, and water quality of agricultural watersheds in central Navarre (Spain)
  publication-title: Agric. Water Manage.
  doi: 10.1016/j.agwat.2008.06.013
– volume: 28
  start-page: 252
  year: 2012
  ident: 10.1016/j.still.2016.02.013_bib0165
  article-title: Comparison of fractal dimension calculation methods for channel bed profiles
  publication-title: Procedia Eng.
  doi: 10.1016/j.proeng.2012.01.715
– start-page: 2099
  year: 2002
  ident: 10.1016/j.still.2016.02.013_bib0295
  article-title: Fractal models for the description of soil surface roughness
  publication-title: Man and Soil at the Third Millennium. Proceedings International Congress of the European Society for Soil Conservation
– volume: 22
  start-page: 1243
  issue: 9
  year: 1989
  ident: 10.1016/j.still.2016.02.013_bib0215
  article-title: Rough surfaces: gaussian or exponential statistics?
  publication-title: J. Phys. D: Appl. Phys.
  doi: 10.1088/0022-3727/22/9/001
– volume: 48
  start-page: 527
  issue: 6
  year: 1993
  ident: 10.1016/j.still.2016.02.013_bib0240
  article-title: Soil roughness measurement: chain method
  publication-title: J. Soil Water Conserv.
  doi: 10.1080/00224561.1993.12456826
– volume: 14
  start-page: 223
  issue: 3
  year: 2007
  ident: 10.1016/j.still.2016.02.013_bib0290
  article-title: Describing soil surface microrelief by crossover length and fractal dimension
  publication-title: Nonlinear Processes Geophys.
  doi: 10.5194/npg-14-223-2007
– volume: 15
  start-page: 575
  issue: 4
  year: 2008
  ident: 10.1016/j.still.2016.02.013_bib0225
  article-title: Quantification of tillage, plant cover, and cumulative rainfall effects on soil surface microrelief by statistical, geostatistical and fractal indices
  publication-title: Nonlinear Processes Geophys.
  doi: 10.5194/npg-15-575-2008
– volume: 84
  start-page: 42
  issue: 1
  year: 2003
  ident: 10.1016/j.still.2016.02.013_bib0315
  article-title: A new empirical model to retrieve soil moisture and roughness from C-band radar data
  publication-title: Remote Sens. Environ.
  doi: 10.1016/S0034-4257(02)00069-X
– start-page: 307
  year: 1995
  ident: 10.1016/j.still.2016.02.013_bib0055
  article-title: Analysis of bare soil surface roughness parameter with ERS-1 SAR data
  publication-title: Symposium on the Extraction of Bio and Geophysical Parameters from SAR Data for Land Applications
– volume: 41
  start-page: 1651
  issue: 7
  year: 2003
  ident: 10.1016/j.still.2016.02.013_bib0110
  article-title: Joint statistical properties of RMS height and correlation length derived from multisite 1-m roughness measurements
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/TGRS.2003.813361
– volume: 34
  start-page: 599
  issue: 3
  year: 1983
  ident: 10.1016/j.still.2016.02.013_bib0070
  article-title: Multiscale sources of spatial variation in soil. II. A non- Brownian fractal model and its application in soil survey
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1983.tb01058.x
– volume: 55
  start-page: 1781
  issue: 5
  year: 2012
  ident: 10.1016/j.still.2016.02.013_bib0080
  article-title: Fractal analysis of surface microtopography and its application in understanding hydrologic processes
  publication-title: Trans. ASABE
  doi: 10.13031/2013.42370
– volume: 17
  start-page: 87
  issue: 1–2
  year: 1990
  ident: 10.1016/j.still.2016.02.013_bib0045
  article-title: Testing roughness indices to estimate soil surface roughness changes due to simulated rainfall
  publication-title: Soil Tillage Res.
  doi: 10.1016/0167-1987(90)90008-2
– volume: 33
  start-page: 1318
  issue: 6
  year: 1995
  ident: 10.1016/j.still.2016.02.013_bib0060
  article-title: Extension of the Jeffreys-Matusita distance to multiclass cases for feature selection
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/36.477187
– volume: 61
  start-page: 1746
  issue: 6
  year: 1997
  ident: 10.1016/j.still.2016.02.013_bib0115
  article-title: Surface roughness changes as affected by rainfall erosivity, tillage, and canopy cover
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1997.03615995006100060028x
– volume: 52
  start-page: 103
  issue: 1–2
  year: 1999
  ident: 10.1016/j.still.2016.02.013_bib0135
  article-title: Roughness indices for estimation of depression storage capacity of tilled soil surfaces
  publication-title: Soil Tillage Res.
  doi: 10.1016/S0167-1987(99)00061-6
– ident: 10.1016/j.still.2016.02.013_bib0265
– volume: 29
  start-page: 429
  issue: 2
  year: 1986
  ident: 10.1016/j.still.2016.02.013_bib0235
  article-title: Effect of tillage on surface roughness
  publication-title: Trans. Am. Soc. Agric. Eng.
  doi: 10.13031/2013.30167
– volume: 17
  start-page: 1953
  issue: 11
  year: 1990
  ident: 10.1016/j.still.2016.02.013_bib0190
  article-title: A simple method to estimate the fractal dimension of a self-affine series
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/GL017i011p01953
– volume: 6
  start-page: 273
  issue: 3
  year: 1993
  ident: 10.1016/j.still.2016.02.013_bib0140
  article-title: Characterization of rainfall—microrelief interactions with runoff using parameters derived from digital elevation models (DEMs)
  publication-title: Soil Technol.
  doi: 10.1016/0933-3630(93)90016-8
– volume: 151
  start-page: 28
  year: 2015
  ident: 10.1016/j.still.2016.02.013_bib0040
  article-title: Long-term agricultural management effects on surface roughness and consolidation of soils
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2015.01.017
– year: 1998
  ident: 10.1016/j.still.2016.02.013_bib0230
  article-title: Micro-relief induced by ridging: measurement, modelling, consequences on overland flow and erosion. p. 1–7. Poster no. 447
  publication-title: Proc. 16th World Congress Soil Science
– volume: 37
  start-page: 641
  issue: 4
  year: 1986
  ident: 10.1016/j.still.2016.02.013_bib0025
  article-title: On the fractal dimensions of some transient soil properties
  publication-title: J. Soil Sci.
  doi: 10.1111/j.1365-2389.1986.tb00393.x
– year: 1977
  ident: 10.1016/j.still.2016.02.013_bib0195
– volume: 112
  start-page: 4370
  issue: 12
  year: 2008
  ident: 10.1016/j.still.2016.02.013_bib0035
  article-title: Analysis of TerraSAR-X data and their sensitivity to soil surface parameters over bare agricultural fields
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2008.08.004
– volume: 98
  start-page: 35
  issue: 1
  year: 2008
  ident: 10.1016/j.still.2016.02.013_bib0205
  article-title: Tillage and soil type effects on soil surface roughness at semiarid climatic conditions
  publication-title: Soil Tillage Res.
  doi: 10.1016/j.still.2007.10.006
– volume: 49
  start-page: 1858
  issue: 4
  year: 2013
  ident: 10.1016/j.still.2016.02.013_bib0090
  article-title: Modeling fine-scale soil surface structure using geostatistics
  publication-title: Water Resour. Res.
  doi: 10.1002/wrcr.20172
– volume: 20
  start-page: 131
  issue: 2
  year: 2000
  ident: 10.1016/j.still.2016.02.013_bib0130
  article-title: Soil roughness and overland flow
  publication-title: Agronomie
  doi: 10.1051/agro:2000114
– volume: 13
  start-page: 710
  issue: 6
  year: 1970
  ident: 10.1016/j.still.2016.02.013_bib0095
  article-title: Analysis of soil surface roughness
  publication-title: Trans. Am. Soc. Agric. Eng.
  doi: 10.13031/2013.38702
– volume: 27
  start-page: 247
  issue: 2
  year: 2012
  ident: 10.1016/j.still.2016.02.013_bib0125
  article-title: Estimators of fractal dimension: assessing the roughness of time series and spatial data
  publication-title: Stat. Sci.
  doi: 10.1214/11-STS370
– volume: 50
  start-page: 1560
  issue: 6
  year: 1986
  ident: 10.1016/j.still.2016.02.013_bib0170
  article-title: Parameters for characterizing tillage-induced soil surface roughness
  publication-title: Soil Sci. Soc. Am. J.
  doi: 10.2136/sssaj1986.03615995005000060035x
– volume: 117
  start-page: 157
  issue: 1–2
  year: 2003
  ident: 10.1016/j.still.2016.02.013_bib0220
  article-title: Fractal scaling of surface roughness in artificially weathered smectite-rich soil regoliths
  publication-title: Geoderma
  doi: 10.1016/S0016-7061(03)00164-2
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Snippet •21 roughness parameters were selected and evaluated on different agricultural tilled soils.•Parameters LD and MUD were the most suitable for differentiating...
Surface roughness crucially affects the hydrological and erosive behaviours of soils. In agricultural areas surface roughness is directly related to tillage,...
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SubjectTerms agricultural land
Agricultural soils
harrows
Ontario
rain
roughness
Roughness parameters
seedbeds
Surface roughness
surface storage
Tillage
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Title Evaluation of surface roughness parameters in agricultural soils with different tillage conditions using a laser profile meter
URI https://dx.doi.org/10.1016/j.still.2016.02.013
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