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Cohen MCL, Yao Q, de Souza AV, Liu KB, Pessenda LCR. Hurricanes are limiting the mangrove canopy heights in the Gulf of Mexico. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 927:172284. [PMID: 38588743 DOI: 10.1016/j.scitotenv.2024.172284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 03/14/2024] [Accepted: 04/05/2024] [Indexed: 04/10/2024]
Abstract
Mangrove canopy height (MCH) has been described as a leading characteristic of mangrove forests, protecting coastal economic interests from hurricanes. Meanwhile, winter temperature has been considered the main factor controlling the MCH along subtropical coastlines. However, the MCH in Cedar Key, Florida (∼12 m), is significantly higher than in Port Fourchon, Louisiana (∼2.5 m), even though these two subtropical locations have similar winter temperatures. Port Fourchon has been more frequently impacted by hurricanes than Cedar Key, suggesting that hurricanes may have limited the MCH in Port Fourchon rather than simply winter temperatures. This hypothesis was evaluated using novel high-resolution remote sensing techniques that tracked the MCH changes between 2002 and 2023. Results indicate that hurricanes were the limiting factor keeping the mean MCH at Port Fourchon to <1 m (2002-2013), as the absence of hurricane impacts between 2013 and 2018 allowed the mean MCH to increase by 60 cm despite the winter freezes in Jan/2014 and Jan/2018. Hurricanes Zeta (2020) and Ida (2021) caused a decrease in the mean MCH by 20 cm, breaking branches, defoliating the canopy, and toppling trees. The mean MCH (∼1.6 m) attained before Zeta and Ida has not yet been recovered as of August 2023 (∼1.4 m), suggesting a longer-lasting impact (>4 years) of hurricanes on mangroves than winter freezes (<1 year). The high frequency of hurricanes affecting mangroves at Port Fourchon has acted as a periodic "pruning," particularly of the tallest Avicennia trees, inhibiting their natural growth rates even during quiet periods following hurricane events (e.g., 12 cm/yr, 2013-2018). By contrast, the absence of hurricanes in Cedar Key (2000-2020) has allowed the MCH to reach 12 m (44-50 cm/yr), implying that, besides the winter temperature, the frequency and intensity of hurricanes are important factors limiting the MCH on their latitudinal range limits in the Gulf of Mexico.
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Affiliation(s)
- Marcelo C L Cohen
- Department of Oceanography and Coastal Sciences, Louisiana State University, Baton Rouge, Louisiana 70803, USA; Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Brazil Federal University of Pará. Rua Augusto Corrêa, 01 - Guamá. CEP, 66075-110, Belém, PA, Brazil.
| | - Qiang Yao
- Department of Oceanography and Coastal Sciences, Louisiana State University, Baton Rouge, Louisiana 70803, USA
| | - Adriana V de Souza
- Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Brazil Federal University of Pará. Rua Augusto Corrêa, 01 - Guamá. CEP, 66075-110, Belém, PA, Brazil
| | - Kam-Biu Liu
- Department of Oceanography and Coastal Sciences, Louisiana State University, Baton Rouge, Louisiana 70803, USA; Coastal Studies Institute, Louisiana State University, Baton Rouge, Louisiana 70803, USA
| | - Luiz C R Pessenda
- University of São Paulo, CENA/(14)C Laboratory, Av. Centenário 303, 13400-000 Piracicaba, São Paulo, Brazil
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Siegel KJ, Cavanaugh KC, Dee LE. Balancing multiple management objectives as climate change transforms ecosystems. Trends Ecol Evol 2024; 39:381-395. [PMID: 38052686 DOI: 10.1016/j.tree.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 10/30/2023] [Accepted: 11/09/2023] [Indexed: 12/07/2023]
Abstract
As climate change facilitates significant and persistent ecological transformations, managing ecosystems according to historical baseline conditions may no longer be feasible. The Resist-Accept-Direct (RAD) framework can guide climate-informed management interventions, but in its current implementations RAD has not yet fully accounted for potential tradeoffs between multiple - sometimes incompatible - ecological and societal goals. Key scientific challenges for informing climate-adapted ecosystem management include (i) advancing our predictive understanding of transformations and their socioecological impacts under novel climate conditions, and (ii) incorporating uncertainty around trajectories of ecological change and the potential success of RAD interventions into management decisions. To promote the implementation of RAD, practitioners can account for diverse objectives within just and equitable participatory decision-making processes.
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Affiliation(s)
- Katherine J Siegel
- Department of Ecology and Evolutionary Biology, University of Colorado Boulder, Boulder, CO, USA; Cooperative Programs for the Advancement of Earth System Science, University Corporation for Atmospheric Research, Boulder, CO, USA.
| | - Kyle C Cavanaugh
- Department of Geography, University of California Los Angeles, Los Angeles, CA, USA
| | - Laura E Dee
- Department of Ecology and Evolutionary Biology, University of Colorado Boulder, Boulder, CO, USA
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Abernathy VE, Good A, Blanchard A, Bongiovanni M, Bonds E, Warner H, Chaknis E, Pulsifer G, Huntley F. The Effects of Climate Change on the Nesting Phenology of Three Shorebird Species in the United States. Animals (Basel) 2023; 13:2459. [PMID: 37570268 PMCID: PMC10416824 DOI: 10.3390/ani13152459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 07/20/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023] Open
Abstract
Previous research suggests that a frequent response of organisms to the ongoing climate crisis is the adjustment of their reproductive timing or breeding phenology. Shorebirds may be especially vulnerable to increasing temperatures and precipitation, as many are migratory and depend on coastal habitats for wintering and breeding. These particular habitats could be at risk due to changes in climate, and nesting times often depend on food availability, which is often directly influenced by temperature. We investigated if clutch initiation dates (CID) for three shorebird species in the United States have become earlier over time with increasing temperatures and precipitation. We used nest records from Cornell's NestWatch program and various museum databases and weather station data from the National Oceanic and Atmospheric Administration. We found evidence that CIDs have become earlier over time, though this was only a significant factor for one species. While temperature in our study areas has increased significantly over time, precipitation changes were more variable and not always significantly predicted by time. We found evidence that one species may be responding to increasing temperatures by nesting earlier, but there was no support for our hypothesis that CID has changed due to changes in precipitation for any species. Results varied for each species, indicating the importance of further studies on shorebirds as the effects of climate change on their nesting phenology may not be fully realized and will likely depend on the species' biology and distribution.
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Affiliation(s)
- Virginia E. Abernathy
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
| | - Abby Good
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
- GAI Consultants, Homestead, PA 15120, USA
| | - Autum Blanchard
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
- Department of Geology and Environmental Geosciences, University of Charleston, SC at the College of Charleston, Charleston, SC 29424, USA
| | - Marlisa Bongiovanni
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
- Graduate School of Education & Human Development, George Washington University; Washington, DC 20052, USA
| | - Emily Bonds
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
| | - Hampton Warner
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
- School of Medicine Greenville, University of South Carolina, Greenville, SC 29605, USA
| | - Eleni Chaknis
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
- East Cooper OB/GYN, Mount Pleasant, SC 29464, USA
| | - Gabriella Pulsifer
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
| | - Faith Huntley
- Department of Biological Sciences, Clemson University, Clemson, SC 29631, USA; (A.G.); (A.B.); (M.B.); (E.B.); (H.W.); (E.C.); (G.P.); (F.H.)
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Nunes SPDQ, França MC, Cohen MCL, Pessenda LCR, Rodrigues ESF, Magalhães EAS, Silva FAB. Assessment the Impacts of Sea-Level Changes on Mangroves of Ceará-Mirim Estuary, Northeastern Brazil, during the Holocene and Anthropocene. PLANTS (BASEL, SWITZERLAND) 2023; 12:1721. [PMID: 37111944 PMCID: PMC10141466 DOI: 10.3390/plants12081721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 04/16/2023] [Accepted: 04/17/2023] [Indexed: 06/19/2023]
Abstract
Predictions of the effects of modern Relative Sea-Level (RSL) rise on mangroves should be based on decadal-millennial mangrove dynamics and the particularities of each depositional environment under past RSL changes. This work identified inland and seaward mangrove migrations along the Ceará-Mirim estuary (Rio Grande do Norte, northeastern Brazil) during the mid-late Holocene and Anthropocene based on sedimentary features, palynological, and geochemical (δ13C, δ15N, C/N) data integrated with spatial-temporal analysis based on satellite images. The data indicated three phases for the mangrove development: (1°) mangrove expansion on tidal flats with estuarine organic matter between >4420 and ~2870 cal yrs BP, under the influence of the mid-Holocene sea-level highstand; (2°) mangrove contraction with an increased contribution of C3 terrestrial plants between ~2870 and ~84 cal yrs BP due to an RSL fall, and (3°) mangrove expansion onto the highest tidal flats since ~84 cal yr BP due to a relative sea-level rise. However, significant mangrove areas were converted to fish farming before 1984 CE. Spatial-temporal analysis also indicated a mangrove expansion since 1984 CE due to mangrove recolonization of shrimp farming areas previously deforested for pisciculture. This work mainly evidenced a trend of mangrove expansion due to RSL rise preceding the effects of anthropogenic emissions of CO2 in the atmosphere and the resilience of these forests in the face of anthropogenic interventions.
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Affiliation(s)
- Sérgio. P. D. Q. Nunes
- Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Belém 66075-110, PA, Brazil
| | - Marlon C. França
- Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Belém 66075-110, PA, Brazil
- Federal Institute of Espírito Santo, Piúma 29285-000, ES, Brazil
| | - Marcelo C. L. Cohen
- Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Belém 66075-110, PA, Brazil
- Department of Oceanography and Coastal Sciences, College of the Coast and Environment, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Luiz C. R. Pessenda
- CENA/14C Laboratory, University of São Paulo, Av. Centenário 303, Piracicaba 13400-000, SP, Brazil
| | - Erika S. F. Rodrigues
- Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Belém 66075-110, PA, Brazil
| | - Evandro A. S. Magalhães
- CENA/14C Laboratory, University of São Paulo, Av. Centenário 303, Piracicaba 13400-000, SP, Brazil
| | - Fernando A. B. Silva
- Laboratory of Coastal Dynamics, Graduate Program of Geology and Geochemistry, Federal University of Pará, Belém 66075-110, PA, Brazil
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Yao Q, Liu KB, Rodrigues E, Fan D, Cohen M. A palynological record of mangrove biogeography, coastal geomorphological change, and prehistoric human activities from Cedar Keys, Florida, U.S.A. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 859:160189. [PMID: 36395834 DOI: 10.1016/j.scitotenv.2022.160189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 06/16/2023]
Abstract
Under the continuous warming trend in the 21st century, mangroves are likely to migrate into more temperate regions in North and South America. However, the biogeography of different mangrove species is still unclear, especially near their latitudinal range limits in the two continents. This study utilizes palynological, geochemical, and sedimentological analyses to record changes in the coastal morphology and vegetation during the Holocene in Cedar Keys, Florida, the mangrove sub-range limit in North America. The multi-proxy dataset indicates that the milder winters during the Medieval Climate Anomaly likely facilitated the establishment of mangroves in the study region, where Avicennia, Laguncularia, and Rhizophora were established in the ~12th (790-850 cal yr BP), ~14th (580-660 cal yr BP), and ~ 16th century (440-460 cal yr BP), respectively. Thus, the Medieval Climate Anomaly likely triggered the poleward mangrove migration in North and South America synchronously. Moreover, the multi-proxy dataset also documents the obliteration of the Woodland Culture near Cedar Keys, where a once-thriving native civilization on Seahorse Key was driven out by the European colonizers, who settled on the mainland and Atsena Otie Key. Over time, the relict sites of the Woodland people on Seahorse Key were covered by mangroves and marsh vegetation since the ~16th century. Overall, our dataset suggests that industrial-era warming may have intensified the poleward mangrove expansion, although this trend had started earlier during the Medieval Climate Anomaly.
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Affiliation(s)
- Qiang Yao
- Department of Oceanography and Coastal Sciences, Louisiana State University, Baton Rouge, LA 70803, United States of America
| | - Kam-Biu Liu
- Department of Oceanography and Coastal Sciences and Coastal Studies Institute, Louisiana State University, Baton Rouge, LA 70803, United States of America
| | - Erika Rodrigues
- Department of Oceanography and Coastal Sciences, Louisiana State University, Baton Rouge, LA 70803, United States of America; Institute of Geosciences, University of São Paulo, São Paulo, Brazil
| | - Daidu Fan
- School of Ocean and Earth Science, Tongji University, 1239 Siping Road, Shanghai 200092, China
| | - Marcelo Cohen
- Department of Oceanography and Coastal Sciences, Louisiana State University, Baton Rouge, LA 70803, United States of America; Graduate Program of Geology and Geochemistry, Federal University of Pará, Av. Perimentral 2651, Terra Firme, 66077-530 Belém, PA, Brazil.
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Cohen MCL, de Souza AV, Liu KB, Yao Q. A timely method for post-disaster assessment and coastal landscape survey using drone and satellite imagery. MethodsX 2023; 10:102065. [PMID: 36845369 PMCID: PMC9945794 DOI: 10.1016/j.mex.2023.102065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 02/04/2023] [Indexed: 02/08/2023] Open
Abstract
To mitigate floods and storm surges, coastal communities across the globe are under the pressure of high-cost interventions, such as coastal barriers, jetties, and renourishment projects, especially in areas prone to hurricanes and other natural disturbances. To evaluate the effectiveness of these coastal projects in a timely fashion, this methodology is supported by a Geographic Information System that is instaneously fed by regional and local data obtained shortly (24 h) after the disturbance event. Our study assesses the application of 3D models based on aerophotogrammetry from a Phantom 4 RTK drone, following a methodological flowchart with three phases. The Digital Elevation Models (DEMs) based on aerophotogrammetry obtained from a Phantom 4 RTK drone presented a low margin of error (± 5 cm) to dispense Ground Control Points. This technique enables a rapid assessment of inaccessible coastal areas due, for instance, to hurricane impacts. Evaluation of DEMs before and after the disturbance event allows quantifying the magnitudes of shoreline retreat, storm surges, difference in coastal sedimentary volumes, and identifying areas where erosion and sediment accretion occur. Orthomosaics permit the individualization and quantification of changes in vegetation units/geomorphological areas and damages to urban and coastal infrastructure. Our experience monitoring coastal dynamics in North and South America during the last decade indicates that this methodology provides an essential data flow for short and long-term decision-making regarding strategies to mitigate disaster impacts.•Permanent and regional monitoring with spatial-temporal analysis based on satellite/aerial images and lidar data prior to the event.•Local DEMs based on drone aerophotogrammetry after the event.•Integration of regional and local planialtimetric/environmental data.
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Affiliation(s)
- Marcelo Cancela Lisboa Cohen
- Graduate Program of Geology and Geochemistry, Federal University of Pará, Av. Perimentral 2651, Terra Firme, Belém, PA 66077-530, Brazil,Department of Oceanography and Coastal Sciences, College of the Coast and Environment, Louisiana State University, Baton Rouge, LA 70803, United States of America
| | - Adriana Vivan de Souza
- Graduate Program of Geology and Geochemistry, Federal University of Pará, Av. Perimentral 2651, Terra Firme, Belém, PA 66077-530, Brazil
| | - Kam-biu Liu
- Department of Oceanography and Coastal Sciences, College of the Coast and Environment, Louisiana State University, Baton Rouge, LA 70803, United States of America
| | - Qiang Yao
- Department of Oceanography and Coastal Sciences, College of the Coast and Environment, Louisiana State University, Baton Rouge, LA 70803, United States of America,Corresponding author.
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Cai Z, Newman G, Lee J, Ye X, Retcheless D, Zou L, Ham Y. Simulating the Spatial Impacts of a Coastal Barrier in Galveston Island, Texas: A Three-Dimensional Urban Modeling Approach. GEOMATICS, NATURAL HAZARDS & RISK 2023; 14:2192332. [PMID: 37200540 PMCID: PMC10187635 DOI: 10.1080/19475705.2023.2192332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 02/24/2023] [Accepted: 02/25/2023] [Indexed: 05/20/2023]
Abstract
Due to its vulnerability to hurricanes, Galveston Island, TX, USA, is exploring the implementation of a coastal surge barrier (also referred to as the "Ike Dike") for protection from severe flood events. This research evaluates the predicted effects that the coastal spine will have across four different storm scenarios, including a Hurricane Ike scenario and 10-year, 100-year, and 500-year storm events with and without a 2.4ft. sea level rise (SLR). To achieve this, we develop a 1:1 ratio, 3-dimensional urban model and ran real-time flood projections using ADCIRC model data with and without the coastal barrier in place. Findings show that inundated area and property damages due to flooding will both significantly decrease if the coastal spine is implemented, with a 36% decrease in the inundated area and $4 billion less in property damage across all storm scenarios, on average. When including SLR, the amount of protection of the Ike Dike diminishes due to flooding from the bay side of the island. While the Ike Dike does appear to offer substantial protection from flooding in the short term, integrating the coastal barrier with other non-structural mechanisms would facilitate more long-term protection when considering SLR.
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Affiliation(s)
- Zhenhang Cai
- Department of Landscape Architecture and Urban Planning, Texas A&M University, College Station, USA
- Corresponding author. Tel.: +1 979-739-5972. (Z. Cai)
| | - Galen Newman
- Department of Landscape Architecture and Urban Planning, Texas A&M University, College Station, USA
| | - Jaekyung Lee
- Department of Urban Design and Planning, Hongik University, Seoul, Republic of Korea
| | - Xinyue Ye
- Department of Landscape Architecture and Urban Planning, Texas A&M University, College Station, USA
| | - David Retcheless
- Department of Marine Science and Coastal Environmental Science, Texas A&M University, Galveston, USA
| | - Lei Zou
- Department of Geography, Texas A&M University, College Station, USA
| | - Youngjib Ham
- Department of Construction Science, Texas A&M University, College Station, USA
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Editorial for the Special Issue: “Human-Environment Interactions Research Using Remote Sensing”. REMOTE SENSING 2022. [DOI: 10.3390/rs14112720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In the wake of increasingly frequent extreme weather events and population growth in hazard-prone areas worldwide, human communities are faced with growing threats from natural hazards [...]
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Nature versus Humans in Coastal Environmental Change: Assessing the Impacts of Hurricanes Zeta and Ida in the Context of Beach Nourishment Projects in the Mississippi River Delta. REMOTE SENSING 2022. [DOI: 10.3390/rs14112598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Hurricanes are one of the most devastating earth surface processes. In 2020 and 2021, Hurricanes Zeta and Ida pounded the Mississippi River Delta in two consecutive years, devastated South Louisiana, and raised tremendous concerns for scientists and stakeholders around the world. This study presents a high-resolution spatial-temporal analysis incorporating planialtimetric data acquired via LIDAR, drone, and satellite to investigate the shoreline dynamics near Port Fourchon, Louisiana, the eye of Ida at landfall, before and after the beach nourishment project and recent hurricane landfalls. The remote sensing analysis shows that the volume of the ~2 km studied beachfront was reduced by 240,858 m3 after consecutive landfalls of Hurricanes Zeta and Ida in 2020 and 2021, while 82,915 m3 of overwash fans were transported to the backbarrier areas. Overall, the studied beach front lost almost 40% of its volume in 2019, while the average dune crest height was reduced by over 1 m and the shoreline retreated ~60 m after the two hurricane strikes. Our spatial-temporal dataset suggests that the Louisiana Coastal Protection and Restoration Authority’s (CPRA’s) beach nourishment effort successfully stabilized the beach barrier at Port Fourchon during the hurricane-quiescent years but was not adequate to protect the shoreline at the Mississippi River Delta from intense hurricane landfalls. Our study supports the conclusion that, in the absence of further human intervention, Bay Champagne will likely disappear completely into the Gulf of Mexico within the next 40 years.
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Demystifying the Differences between Structure-from-MotionSoftware Packages for Pre-Processing Drone Data. DRONES 2022. [DOI: 10.3390/drones6010024] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
With the increased availability of low-cost, off-the-shelf drone platforms, drone data become easy to capture and are now a key component of environmental assessments and monitoring. Once the data are collected, there are many structure-from-motion (SfM) photogrammetry software options available to pre-process the data into digital elevation models (DEMs) and orthomosaics for further environmental analysis. However, not all software packages are created equal, nor are their outputs. Here, we evaluated the workflows and output products of four desktop SfM packages (AgiSoft Metashape, Correlator3D, Pix4Dmapper, WebODM), across five input datasets representing various ecosystems. We considered the processing times, output file characteristics, colour representation of orthomosaics, geographic shift, visual artefacts, and digital surface model (DSM) elevation values. No single software package was determined the “winner” across all metrics, but we hope our results help others demystify the differences between the options, allowing users to make an informed decision about which software and parameters to select for their specific application. Our comparisons highlight some of the challenges that may arise when comparing datasets that have been processed using different parameters and different software packages, thus demonstrating a need to provide metadata associated with processing workflows.
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