Multitemporal Analysis of Gully Erosion in Olive Groves by Means of Digital Elevation Models Obtained with Aerial Photogrammetric and LiDAR Data

Gully erosion is one of the main processes of soil degradation, representing 50%–90% of total erosion at basin scales. Thus, its precise characterization has received growing attention in recent years. Geomatics techniques, mainly photogrammetry and LiDAR, can support the quantitative analysis of gully development. This paper deals with the application of these techniques using aerial photographs and airborne LiDAR data available from public database servers to identify and quantify gully erosion through a long period (1980–2016) in an area of 7.5 km2 in olive groves. Several historical flights (1980, 1996, 2001, 2005, 2009, 2011, 2013 and 2016) were aligned in a common coordinate reference system with the LiDAR point cloud, and then, digital surface models (DSMs) and orthophotographs were obtained. Next, the analysis of the DSM of differences (DoDs) allowed the identification of gullies, the calculation of the affected areas as well as the estimation of height differences and volumes between models. These analyses result in an average depletion of 0.50 m and volume loss of 85000 m3 in the gully area, with some periods (2009–2011 and 2011–2013) showing rates of 10,000–20,000 m3/year (20–40 t/ha*year). The manual edition of DSMs in order to obtain digital elevation models (DTMs) in a detailed sector has facilitated an analysis of the influence of this operation on the erosion calculations, finding that it is not significant except in gully areas with a very steep shape.

[1]  John B. Lindsay,et al.  High resolution quantification of gully erosion in upland peatlands at the landscape scale , 2010 .

[2]  M. Hodgson,et al.  Geomorphic change detection using historic maps and DEM differencing: The temporal dimension of geospatial analysis , 2012 .

[3]  Olivier Dewitte,et al.  Predicting the susceptibility to gully initiation in data-poor regions , 2015 .

[4]  M. Sánchez-Gómez,et al.  An evaporite‐bearing accretionary complex in the northern front of the Betic‐Rif orogen , 2017 .

[5]  Jorge Delgado,et al.  Analysis of Landslide Evolution Affecting Olive Groves Using UAV and Photogrammetric Techniques , 2016, Remote. Sens..

[6]  Anthony J. Jakeman,et al.  A review of erosion and sediment transport models , 2003, Environ. Model. Softw..

[7]  S. Lane,et al.  Estimation of erosion and deposition volumes in a large, gravel‐bed, braided river using synoptic remote sensing , 2003 .

[8]  J. Brasington,et al.  Monitoring and modelling morphological change in a braided gravel‐bed river using high resolution GPS‐based survey , 2000 .

[9]  John Boardman,et al.  Soil erosion science: Reflections on the limitations of current approaches ☆ , 2006 .

[10]  Shengtian Yang,et al.  Determining the influence of catchment area on intensity of gully erosion using high-resolution aerial imagery: A 40-year case study from the Loess Plateau, northern China , 2019, Geoderma.

[11]  P. Tarolli.  High-resolution topography for understanding Earth surface processes: Opportunities and challenges , 2014 .

[12]  Pierre Karrasch,et al.  Measuring gullies by synergetic application of UAV and close range photogrammetry - A case study from Andalusia, Spain , 2015 .

[13]  E. Fereres,et al.  The influence of cover crops and tillage on water and sediment yield, and on nutrient, and organic matter losses in an olive orchard on a sandy loam soil , 2009 .

[14]  W. Rieger,et al.  Assessment of gully erosion in eastern Ethiopia using photogrammetric techniques , 2003 .

[15]  C. Conoscenti,et al.  Morphometric and hydraulic geometry assessment of a gully in SW Spain , 2016 .

[16]  J. Brasington,et al.  Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets , 2009 .

[17]  J. Brasington,et al.  Monitoring and modelling particle and reach-scale morphological change in gravel-bed rivers: Applications and challenges , 2008 .

[18]  T. Vanwalleghem,et al.  Reconstructing long-term gully dynamics in Mediterranean agricultural areas , 2016 .

[19]  Ben Jarihani,et al.  Assessment of UAV and Ground-Based Structure from Motion with Multi-View Stereo Photogrammetry in a Gullied Savanna Catchment , 2017, ISPRS Int. J. Geo Inf..

[20]  Jürgen Schmidt,et al.  Small-Scale Surface Reconstruction and Volume Calculation of Soil Erosion in Complex Moroccan Gully Morphology Using Structure from Motion , 2014, Remote. Sens..

[21]  Qiang Xu,et al.  Evaluation of gully head retreat and fill rates based on high-resolution satellite images in the loess region of China , 2019, Environmental Earth Sciences.

[22]  N. Trustrum,et al.  Gully erosion in Mangatu Forest, New Zealand, estimated from digital elevation models , 1998 .

[23]  J. Poesen,et al.  The potential of 3D gully monitoring with GIS using high-resolution aerial photography and a digital photogrammetry system , 2009 .

[24]  S. Cox,et al.  Aerial and terrestrial-based monitoring of channel erosion, headcutting, and sinuosity , 2018, Environmental Monitoring and Assessment.

[25]  J. Brasington,et al.  Methodological sensitivity of morphometric estimates of coarse fluvial sediment transport , 2003 .

[26]  G. Asner,et al.  Comparison of gully erosion estimates using airborne and ground-based LiDAR on Santa Cruz Island, California , 2010 .

[27]  R. Cruse,et al.  Effects of topography and land use change on gully development in typical Mollisol region of Northeast China , 2016, Chinese Geographical Science.

[28]  J. Cardenal,et al.  Assessment of the Evolution of a Landslide Using Digital Photogrammetry and LiDAR Techniques in the Alpujarras Region (Granada, Southeastern Spain) , 2017 .

[29]  Rolf Aalto,et al.  Channel and Floodplain Change Analysis over a 100-Year Period: Lower Yuba River, California , 2010, Remote. Sens..

[30]  Michael Märker,et al.  A GIS-based approach for gully erosion susceptibility modelling: a test in Sicily, Italy , 2013, Environmental Earth Sciences.

[31]  K. Kjær,et al.  Digital elevation model and orthophotographs of Greenland based on aerial photographs from 1978–1987 , 2016, Scientific Data.

[32]  Hu Ding,et al.  Detection of Catchment-Scale Gully-Affected Areas Using Unmanned Aerial Vehicle (UAV) on the Chinese Loess Plateau , 2016, ISPRS Int. J. Geo Inf..

[33]  A. Montejo-Ráez,et al.  A new soil quality index based on morpho-pedological indicators as a site-specific web service applied to olive groves in the Province of Jaen (South Spain) , 2018, Comput. Electron. Agric..

[34]  Lin Ding,et al.  Morphology and controlling factors of the longitudinal profile of gullies in the Yuanmou dry-hot valley , 2017, Journal of Mountain Science.

[35]  Qing Wang,et al.  Gully Erosion Mapping and Monitoring at Multiple Scales Based on Multi-Source Remote Sensing Data of the Sancha River Catchment, Northeast China , 2016, ISPRS Int. J. Geo Inf..

[36]  Toshio Koike,et al.  Global potential soil erosion with reference to land use and climate changes , 2003 .

[37]  J. A. Gomez,et al.  A century of gully erosion research: Urgency, complexity and study approaches , 2016 .

[38]  Francesca Ardizzone,et al.  The Use of Stereoscopic Satellite Images to Map Rills and Ephemeral Gullies , 2015, Remote. Sens..

[39]  J. Poesen,et al.  Gully erosion and environmental change: importance and research needs , 2003 .

[40]  Mitsuhiro Inoue,et al.  Using digital photogrammetry to monitor soil erosion under conditions of simulated rainfall and wind , 2010 .

[41]  Javier Cardenal,et al.  Measurement of Road Surface Deformation Using Images Captured from UAVs , 2019, Remote. Sens..

[42]  J. A. Gomez,et al.  Comparing the accuracy of several field methods for measuring gully erosion , 2012 .

[43]  Irene Marzolff,et al.  Unmanned Aerial Vehicle (UAV) for Monitoring Soil Erosion in Morocco , 2012, Remote. Sens..

[44]  Roberta Prokešová,et al.  Landslide dynamics from high-resolution aerial photographs: a case study from the Western Carpathians, Slovakia. , 2010 .

[45]  H. Pourghasemi,et al.  Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion. , 2019, The Science of the total environment.

[46]  Jean Poesen,et al.  Assessment of sidewall erosion in large gullies using multi-temporal DEMs and logistic regression analysis , 2004 .

[47]  J. A. Gomez,et al.  Using 3D scanner to study gully evolution and its hydrological analysis in the deep weathering of southern China , 2019 .

[48]  Saskia Keesstra,et al.  Long-term effects of soil management on ecosystem services and soil loss estimation in olive grove top soils. , 2016, The Science of the total environment.

[49]  K. Richards,et al.  Morphological Estimation of the Time‐Integrated Bed Load Transport Rate , 1995 .

[50]  Ian P. Prosser,et al.  Gully erosion prediction across a large region: Murray–Darling Basin, Australia , 2012 .

[51]  José A. Gómez,et al.  Quantifying the effect of historical soil management on soil erosion rates in Mediterranean olive orchards , 2011 .

[52]  S. Lane,et al.  The Measurement of River Channel Morphology Using Digital Photogrammetry , 2000 .

[53]  José A. Martínez-Casasnovas,et al.  A spatial information technology approach for the mapping and quantification of gully erosion , 2003 .

[54]  H. Pourghasemi,et al.  Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework. , 2017, The Science of the total environment.

[55]  M. Seeger,et al.  Accuracy of high‐resolution photogrammetric measurements of gullies with contrasting morphology , 2009 .

[56]  K. Oost,et al.  An assessment of the global impact of 21st century land use change on soil erosion , 2017, Nature Communications.

[57]  J. Revuelto,et al.  The application of terrestrial laser scanner and SfM photogrammetry in measuring erosion and deposition processes in two opposite slopes in a humid badlands area (central Spanish Pyrenees) , 2015 .

[58]  J. Cardenal,et al.  Development of a methodological approach for the accurate measurement of slope changes due to landslides, using digital photogrammetry , 2014, Landslides.

[59]  Bg Williams,et al.  Erosion of a gully in duplex soils: results of a long-term photogrammetric monitoring program , 1988 .