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Carrillo, Ricardo
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Publications (6 of 6) Show all publications
Wård, C., Mason, R. J., Carrillo, R. & Polvi, L. E. (2025). Potential and constraints of uncrewed aerial vehicle orthoimagery for rivers: a direct comparison with field measurements for mapping boulders. Earth Surface Processes and Landforms, 50(8), Article ID e70106.
Open this publication in new window or tab >>Potential and constraints of uncrewed aerial vehicle orthoimagery for rivers: a direct comparison with field measurements for mapping boulders
2025 (English)In: Earth Surface Processes and Landforms, ISSN 0197-9337, E-ISSN 1096-9837, Vol. 50, no 8, article id e70106Article in journal (Refereed) Published
Abstract [en]

Technological advances continue to improve our ability to detect landforms and landscape changes. Remote sensing can provide geomorphological information at larger scales than previously possible but interpreting this information can be more challenging than for field data. Measuring and mapping roughness elements, such as boulders and large wood, is essential for understanding geomorphic processes and restoration in many landscapes where these are abundant. Mapping roughness elements from aerial orthoimagery is common but could produce different results than field measurements due to the 2D nature of the imagery and the variable ability to detect boulders through water and vegetation. We compared measurements of river boulders from aerial imagery collected by uncrewed aerial vehicles (UAVs) to direct measurements in the field. We surveyed boulder size, density and spatial distributions using both approaches at eight river reaches in northern Sweden. We found that the density, coverage and size of boulders mapped from UAVs were strongly correlated with those from field measurements, giving confidence in UAV methods. However, the UAV approach consistently resulted in fewer boulders (30% lower density), lower boulder coverage and smaller boulders (7% smaller mean b-axis) compared to field measurements. The difference between field and UAV measurements was strongly associated with river bankfull depth. Therefore, we conclude that UAV measurements should be restricted to sites with low depth or high visibility through the water column and where bias in boulder detection with depth is not likely to influence study conclusions. In reaches with many boulders, overlap of boulders also likely reduces the suitability of aerial imagery. We conclude that aerial imagery has high potential for mapping landforms in rivers but is not directly equivalent to field studies and the implications of hiding by water, sediment and vegetation need to be considered.

Place, publisher, year, edition, pages
John Wiley & Sons, 2025
Keywords
boulders, drone, remote sensing, river restoration, UAV
National Category
Environmental Sciences Physical Geography
Identifiers
urn:nbn:se:umu:diva-242164 (URN)10.1002/esp.70106 (DOI)2-s2.0-105008868604 (Scopus ID)
Funder
Swedish Research Council Formas, 2014-00484Swedish Agency for Marine and Water Management
Available from: 2025-07-14 Created: 2025-07-14 Last updated: 2025-12-22Bibliographically approved
Donoso, R. S., Carrillo Muñoz, R., Polvi, L. E., Baida, M., Holst, F. & Martín Duque, J. F. (2025). Understanding the landforms and landscapes of northern Sweden to inspire geomorphic landform design in mine rehabilitation and closure. In: Mine Closure2025: proceedings of the 18 international conference on mine closure. Paper presented at 18th International Conference on Mine Closure, Mine Closure 2025. Australian Centre for Geomechanics, Article ID 80.
Open this publication in new window or tab >>Understanding the landforms and landscapes of northern Sweden to inspire geomorphic landform design in mine rehabilitation and closure
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2025 (English)In: Mine Closure2025: proceedings of the 18 international conference on mine closure, Australian Centre for Geomechanics , 2025, article id 80Conference paper, Published paper (Refereed)
Abstract [en]

Geomorphic-based solutions for land rehabilitation in areas transformed by human activities such as mining, civil engineering, or urbanisation focus on designing and constructing landforms and landscapes that replicate the morphology and dynamics of natural systems.

The GeoFluv method is the most widely used approach for geomorphic landform design, combining the design of stream channels and upland hillslope areas into stable landforms. Its widespread application in various climatic environments has led users to consider how it could be better adapted to replicate the geomorphic features and dynamics found in these different climate regions.

The objective of this study is to assess the characteristics of drainage networks in the Norrbotten region (northern Sweden) and provide recommendations applicable to geomorphic landform design projects in mine sites within such climatic environments. Using a combination of remote sensing tools and fieldwork, 67 first-order channels and four drainage networks developed on quaternary moraine and glacial till deposits were identified around Kiruna, Abisko and Svappavaara. The identified channels had low-flow to moderate-flow, with varying degrees of sinuosity and a clearly identifiable stream bed. Channel morphometric parameters such as the width/depth ratio, channel reach length, drainage density, distance from ridgeline to channel’s head, and sinuosity were measured using remote sensing tools and mobile Global Positioning System (GPS) stations.

A compilation of morphometric characteristics of the measured channels is presented in this study. The results show that glacial legacy landforms and materials strongly influence channel geometry by constraining fluvial processes. Morphometric characteristics of the channels such as the width/depth ratio and overland flow path length show a clear deviation compared with the same characteristics in channels dominated by fluvial processes. Suggestions that can be incorporated in geomorphic landform design software are presented according to the observed results in order to adapt design outcomes for the northern Sweden climate and achieve more stable landforms.

Place, publisher, year, edition, pages
Australian Centre for Geomechanics, 2025
Series
Mine Closure, ISSN 2208-8288, E-ISSN 2208-8296 ; 2025
Keywords
cold environments, GeoFluv, geomorphic landform design, geomorphic restoration, mine closure
National Category
Physical Geography
Identifiers
urn:nbn:se:umu:diva-246477 (URN)10.36487/ACG_repo/2515_80 (DOI)2-s2.0-105019801476 (Scopus ID)
Conference
18th International Conference on Mine Closure, Mine Closure 2025
Available from: 2025-11-18 Created: 2025-11-18 Last updated: 2025-11-18Bibliographically approved
Mao, L., Toro, M., Carrillo, R., Brardinoni, F. & Fraccarollo, L. (2020). Controls over particle motion and resting times of coarse bed load transport in a glacier‐fed mountain stream. Journal of Geophysical Research - Earth Surface, 125(4), Article ID e2019JF005253.
Open this publication in new window or tab >>Controls over particle motion and resting times of coarse bed load transport in a glacier‐fed mountain stream
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2020 (English)In: Journal of Geophysical Research - Earth Surface, ISSN 2169-9003, E-ISSN 2169-9011, Vol. 125, no 4, article id e2019JF005253Article in journal (Refereed) Published
Abstract [en]

Coarse bed load transport is a crucial process in river morphodynamics but is difficult to monitor in mountain streams. Here we present a new sediment transport data set obtained from 2 years of field-based monitoring (2014–2015) at the Estero Morales, a high-gradient stream in the central Chilean Andes. This stream features step-pool bed geometry and a glacier-fed hydrologic regime characterized by abrupt daily fluctuations in discharge. Bed load was monitored directly using Bunte samplers and by surveying the mobility of passive integrated transponder (PIT) tags. We used the competence method to quantify the effective slope, which is the fraction of the topographical slope responsible for bed load transport. This accounts for only 10% of the topographical slope, confirming that most of the energy is dissipated on macroroughness elements. We used the displacement lengths of PIT tags to analyze displacement lengths and virtual velocity of a wide range of tracer sizes (38–415 mm). Bed load transport in the Estero Morales shown to be size-selective, and the distance between steps influences the displacement lengths of PIT tags. Displacement lengths were also used to derive the statistics of flight distances and resting times. Our results show that the average length of flight scales inversely to grain size. This contradicts Einstein's conjecture about the linear relationship between grain size and intervals between resting periods in a steep step-pool stream in ordinary flood conditions.

Place, publisher, year, edition, pages
American Geophysical Union (AGU), 2020
National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-245041 (URN)10.1029/2019jf005253 (DOI)000529516200001 ()2-s2.0-85083669845 (Scopus ID)
Available from: 2025-10-08 Created: 2025-10-08 Last updated: 2025-10-08Bibliographically approved
Carrillo, R. & Mao, L. (2020). Coupling sediment transport dynamics with sediment and discharge sources in a glacial Andean basin. Water, 12(12), Article ID 3452.
Open this publication in new window or tab >>Coupling sediment transport dynamics with sediment and discharge sources in a glacial Andean basin
2020 (English)In: Water, E-ISSN 2073-4441, Vol. 12, no 12, article id 3452Article in journal (Refereed) Published
Abstract [en]

Suspended and bedload transport dynamics on rivers draining glacierized basins depend on complex processes of runoff generation together with the degree of sediment connectivity and coupling at the basin scale. This paper presents a recent dataset of sediment transport in the Estero Morales, a 27 km2 glacier-fed basin in Chile where suspended sediment concentration (SSC) and bedload (BL) fluxes have been continuously monitored during two ablation seasons (2014–2015 and 2015–1016). The relationship between discharge and SSC depends on the origin of runoff, which is higher during glacier melting, although the hysteresis index reveals that sediment sources are closer to the outlet during snowmelt. As for suspended sediment transport, bedload availability and yield depend on the origin of runoff. Bedload yield and bedload transport efficiency are higher during the glacier melting period in the first ablations season due to a high coupling to the proglacial area after the snowmelt period. Instead, on the second ablation seasons the peak of bedload yield and bedload transport efficiency occur in the snowmelt period, due to a better coupling of the lower part of the basin caused by a longer permanency of snow. Differences in volumes of transported sediments between the two seasons reveal contrasting mechanisms in the coupling dynamic of the sediment cascade, due to progressive changes of type and location of the main sources of runoff and sediments in this glacierized basin. The paper highlights the importance of studying these trends, as with retreating glaciers basins are likely producing less sediments after the "peak flow", with long-term consequences on the ecology and geomorphology of rivers downstream.

Place, publisher, year, edition, pages
MDPI, 2020
Keywords
bedload, suspended sediment, sediment coupling, snowmelt, glacier melt, Andes
National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-245039 (URN)10.3390/w12123452 (DOI)000603022800001 ()2-s2.0-85100020108 (Scopus ID)
Available from: 2025-10-08 Created: 2025-10-08 Last updated: 2025-10-08Bibliographically approved
Mao, L. & Carrillo, R. (2017). Temporal dynamics of suspended sediment transport in a glacierized Andean basin. Geomorphology, 287, 116-125
Open this publication in new window or tab >>Temporal dynamics of suspended sediment transport in a glacierized Andean basin
2017 (English)In: Geomorphology, ISSN 0169-555X, E-ISSN 1872-695X, Vol. 287, p. 116-125Article in journal (Refereed) Published
Abstract [en]

Suspended sediment transport can affect water quality and aquatic ecosystems, and its quantification is of the highest importance for river and watershed management. Suspended sediment concentration (SSC) and discharge were measured at two locations in the Estero Morales, a Chilean Andean stream draining a small basin (27 km2) hosting glacierized areas of about 1.8 km2. Approximately half of the suspended sediment yield (470 t year− 1 km− 2) was transported during the snowmelt period and half during glacier melting. The hysteresis patterns between discharge and SSC were calculated for each daily hydrograph and were analysed to shed light on the location and activity of different sediment sources at the basin scale. During snowmelt, an unlimited supply of fine sediments is provided in the lower and middle part of the basin and hysteresis patterns tend to be clockwise as the peaks in SSC precede the peak of discharge in daily hydrographs. Instead, during glacier melting the source of fine sediments is the proglacial area, producing counterclockwise hysteresis. It is suggested that the analysis of hysteretic patterns over time provides a simple concept for interpreting variability of location and activity of sediment sources at the basin scale. 

Place, publisher, year, edition, pages
Elsevier, 2017
Keywords
Chile, Glacier melting, Hysteresis, Suspended sediment transport
National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-245044 (URN)10.1016/j.geomorph.2016.02.003 (DOI)000405045600009 ()2-s2.0-84957637099 (Scopus ID)
Available from: 2025-10-08 Created: 2025-10-08 Last updated: 2025-10-08Bibliographically approved
Mao, L., Carrillo, R., Escauriaza, C. & Iroume, A. (2016). Flume and field-based calibration of surrogate sensors for monitoring bedload transport. Geomorphology, 253, 10-21
Open this publication in new window or tab >>Flume and field-based calibration of surrogate sensors for monitoring bedload transport
2016 (English)In: Geomorphology, ISSN 0169-555X, E-ISSN 1872-695X, Vol. 253, p. 10-21Article in journal (Refereed) Published
Abstract [en]

Bedload transport assessment is important for geomorphological, engineering, and ecological studies of gravel-bed rivers. Bedload can be monitored at experimental stations that require expensive maintenance or by using portable traps, which allows measuring instantaneous transport rates but at a single point and at high costs and operational risks. The need for continuously measuring bedload intensity and dynamics has therefore increased the use and enhancement of surrogate methods. This paper reports on a set of flume experiments in which a Japanese acoustic pipe and an impact plate have been tested using four well-sorted and three poorly sorted sediment mixtures. Additional data were collected in a glacierized high-gradient Andean stream (Estero Morales) using a portable Bunte-type bedload sampler. Results show that the data provided by the acoustic pipe (which is amplified on 6 channels having different gains) can be calibrated for the grain size and for the intensity of transported sediments coarser than 9mm (R2=0.93 and 0.88, respectively). Even if the flume-based calibration is very robust, upscaling the calibration to field applications is more challenging, and the bedload intensity could be predicted better than the grain size of transported sediments (R2=0.61 and 0.43, respectively). The inexpensive impact plate equipped with accelerometer could be calibrated for bedload intensity quite well in the flume but only poorly in the field (R2=0.16) and could not provide information on the size of transported sediments.

Place, publisher, year, edition, pages
Elsevier, 2016
Keywords
Acoustic pipe, Andes, Bunte-type sampler, Impact plate, Mountain streams, Transported grain size
National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-245043 (URN)10.1016/j.geomorph.2015.10.002 (DOI)000367114100002 ()2-s2.0-84943608286 (Scopus ID)
Available from: 2025-10-08 Created: 2025-10-08 Last updated: 2025-10-08Bibliographically approved
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