Large-Scale, High-Resolution Mapping of Soil Aggregate Stability in Croplands Using APEX Hyperspectral Imagery

[1]  Nicholas B. Comerford,et al.  Land use and landscape effects on aggregate stability and total carbon of Andisols from the Colombian Andes , 2005 .

[2]  Patrick Hostert,et al.  The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation , 2015, Remote. Sens..

[3]  R. Schulin,et al.  Erosion-induced losses of carbon, nitrogen, phosphorus and heavy metals from agricultural soils of contrasting organic matter management. , 2018, The Science of the total environment.

[4]  Marian-Daniel Iordache,et al.  MISCELLANEA GEOGRAPHICA – REGIONAL STUDIES ON DEVELOPMENT , 2016 .

[5]  R. Schulin,et al.  Soil aggregate stability and size-selective sediment transport with surface runoff as affected by organic residue amendment. , 2017, The Science of the total environment.

[6]  C. Chenu,et al.  The effects of organic inputs over time on soil aggregate stability – a literature analysis , 2009 .

[7]  E. Amezketa,et al.  Soil aggregate stability: a review , 1999 .

[8]  Y. Bissonnais,et al.  Soil resistance to interrill erosion: Model parameterization and sensitivity , 2009 .

[9]  B. Wesemael,et al.  Spatial analysis of soil organic carbon evolution in Belgian croplands and grasslands, 1960–2006 , 2011 .

[10]  K. Paustian,et al.  Stabilization mechanisms of soil organic matter: Implications for C-saturation of soils , 2002, Plant and Soil.

[11]  M. Schaepman,et al.  Minimizing soil moisture variations in multi-temporal airborne imaging spectrometer data for digital soil mapping , 2019, Geoderma.

[12]  J. Cornelis,et al.  The effect of pre‐industrial charcoal kilns on chemical properties of forest soil of Wallonia, Belgium , 2016 .

[13]  N. K. Awadhwal,et al.  Soil crust and its impact on crop establishment: A review , 1985 .

[14]  J. Herrick,et al.  Spatial heterogeneity of aggregate stability and soil carbon in semi-arid rangeland. , 2002, Environmental pollution.

[15]  L. A. Sherrod,et al.  Inorganic Carbon Analysis by Modified Pressure-Calcimeter Method , 2002 .

[16]  J. M. Soriano-Disla,et al.  The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties , 2014 .

[17]  Gerard Govers,et al.  Erosion models: quality of spatial predictions , 2003 .

[18]  Antonio J. Plaza,et al.  Characterization of Soil Erosion Indicators Using Hyperspectral Data From a Mediterranean Rainfed Cultivated Region , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[19]  Kristof Van Oost,et al.  Spatially-explicit regional-scale prediction of soil organic carbon stocks in cropland using environmental variables and mixed model approaches , 2013 .

[20]  D. Mulla,et al.  Aggregate Stability in the Palouse Region of Washington: Effect of Landscape Position , 1990 .

[21]  P. Loveland,et al.  Is there a critical level of organic matter in the agricultural soils of temperate regions: a review , 2003 .

[22]  Peter Gege,et al.  Calibration facility for airborne imaging spectrometers , 2005 .

[23]  K. Oost,et al.  Vis-NIR spectroscopic assessment of soil aggregate stability and aggregate size distribution in the Belgian Loam Belt , 2020 .

[24]  Rattan Lal,et al.  Matching policy and science: Rationale for the ‘4 per 1000 - soils for food security and climate’ initiative , 2017, Soil and Tillage Research.

[25]  V. Viaud,et al.  Toward Landscape-Scale Modeling of Soil Organic Matter Dynamics in Agroecosystems , 2010 .

[26]  B. Wesemael,et al.  Spatial filtering of a legacy dataset to characterize relationships between soil organic carbon and soil texture , 2015 .

[27]  S. Mooney,et al.  Does organic management lead to enhanced soil physical quality , 2014 .

[28]  E. Roose,et al.  Aggregate stability as an indicator of soil susceptibility to runoff and erosion; validation at several levels , 2002 .

[29]  J. Hovenier,et al.  Removal of atmospheric influences on satellite-borne imagery: A radiative transfer approach , 1991 .

[30]  C. Gomez,et al.  Spatial variability of soil aggregate stability at the scale of an agricultural region in Tunisia , 2017 .

[31]  R. Horn,et al.  Mechanisms of aggregate stabilization in Ultisols from subtropical China , 2001 .

[32]  Sabine Chabrillat,et al.  Soil Organic Carbon Estimation in Croplands by Hyperspectral Remote APEX Data Using the LUCAS Topsoil Database , 2018, Remote. Sens..

[33]  K. Itten,et al.  Advanced radiometry measurements and Earth science applications with the Airborne Prism Experiment (APEX) , 2015 .

[34]  Y. Le Bissonnais,et al.  Aggregate stability and assessment of soil crustability and erodibility: I. Theory and methodology , 1996 .

[35]  Marian-Daniel Iordache,et al.  Data acquisition with the APEX hyperspectral sensor , 2016 .

[36]  J. Mohammadi,et al.  Spatial Prediction of Soil Aggregate Stability and Aggregate-Associated Organic Carbon Content at the Catchment Scale Using Geostatistical Techniques , 2011 .

[37]  John S. Shenk,et al.  Population Definition, Sample Selection, and Calibration Procedures for Near Infrared Reflectance Spectroscopy , 1991 .

[38]  Mohammadmehdi Saberioon,et al.  Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging , 2018, Remote Sensing of Environment.

[39]  K. Vandaele,et al.  Seasonal evolution of runoff generation on agricultural land in the Belgian loess belt and implications for muddy flood triggering , 2008 .

[40]  P. Lagacherie,et al.  Regional predictions of eight common soil properties and their spatial structures from hyperspectral Vis–NIR data , 2012 .

[41]  E. Ben-Dor.  The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400-2500 nm) during a controlled decomposition process , 1997 .

[42]  Daniel Zízala,et al.  Assessment of Soil Degradation by Erosion Based on Analysis of Soil Properties Using Aerial Hyperspectral Images and Ancillary Data, Czech Republic , 2017, Remote. Sens..