Abstract
Corales de Profundidad National Natural Park (CPNNP), at the central Colombian Caribbean margin, has an extension of 142.195 ha with depths ranging from 34 to 1,234 m. The CPNNPās essential ecological value is Madracis spp. as potential structure-forming deep-water coral; this work represents the first footages of these unique habitats for the Colombian Caribbean. In 11 sectors, remote video surveys are conducted, based on a detailed digital elevation model. From these sectors, four cover mesophotic zones (46ā169m depth), and seven cover aphotic zones (up to 354m depth). After still imagesā description and interpretation, a guide was generated with nine types of macrohabitats surrounding the coral formations of the CPNNP: soft substrate (mud/sand), soft substrate/rubble/rock with solitary corals, coral and shell rubble, rock/ledges with attached fauna, rugged stones with attached fauna, hard substrate with attached fauna, sandstone with attached fauna, soft substrate with burrows, and pockmark with attached fauna. Video transect analysis confirms the occurrence of Madracis spp., with coral patches as the main framework builder of the CPNNP. These patches comprise many clumped 50 to 80 cm high coral colonies that developed over slow slopes, with seafloor elevations between 107 and 233 m and textured soils of soft and not very compact ridges, associated with the macrohabitat sandstone with attached fauna. This information is being used for the management and monitoring of this unique protected area.
1 Introduction
The major deep-sea habitats or megahabitats according to have dimensions of kilometers, like the abyssal plains, mid-ocean ridges, hydrothermal vents, trenches, and the ones located in the continental margins that include sedimentary slopes, submarine canyons, cold seeps, mud volcanoes, pockmarks, and oxygen minimum zones (). Some of them have already been described in different regions for the Colombian continental margin, such as cold seeps (; ; ; ; ). On another scale are macrohabitats, defined as 1 to 10 m, including soft bottoms, rocky outcrops, biogenic habitats such as sponges, coral carbonate mounds, and cold-water corals (). Adding to the above, three-dimensional structures of cheilostome bryozoans have also been recognized as essential bio-builders, providing structures and spaces for the establishment of other organisms ().
Cold-water corals are nowadays known to be almost globally distributed (), and despite having evidence of 18 deep-sea azooxanthellate corals in the Colombian Caribbean, based on the material collected by the R/V Albatross, R/V Oregon in the 1960s, and R/V Pillsbury in 1972 campaigns (; ), it was not until the years 1998 and 2002 that the presence of coral banks in the Colombian Caribbean became evident (; ). The collection of species of cup corals and other azooxanthellate corals along three sites in the Colombian Caribbean was the result of systematic bottom trawl surveys, between 20 and 520 m depth, conducted by INVEMAR researchers on āMacrofaunaā cruises (1998ā2002) (; ; ). One of those findings, in the San Bernando locality, across the SinĆŗ Accretionary Prism offshore Colombia () triggered the designation of the Corales de Profundidad National Natural Park (CPNNP) in 2013 (Category IIāIUCN), becoming the first Colombian underwater marine National Natural Park aiming to conserve the deep-sea coral formations, especially Madracis spp., as a primary habitat-forming species (; ). The Park covers an extension of 142.195 ha with depths ranging from 34 to 1,234 m.
Mapping marine habitats makes it possible to visualize their spatial distribution and the quality and quantity of deep-sea resources, with the ultimate goal of generating a better understanding of the environment and thus having inputs for management, planning, policy, and research, in support of conservation and sustainable development. To describe and define the extent of CPNNPās benthic macrohabitats, scientific exploration was carried out in 2015, with the mission of conducting a non-disturbing video sampling. The collection of biological information was done through video surveys with a remotely operated vehicle (ROV), which made it possible to cover a large area in less time and to incorporate more information about the area that could complement the collections carried out between 1998 and 2002. In this work, we address the variation of macrohabitats in the CPNNP and their variability between mesophotic and aphotic environments and discuss the distribution of Madracis spp. coral patches in the National Natural Park.
2 Materials and methods
2.1 Data acquisition and processing
Expedition PNN Corales de Profundidad was conducted aboard the R/V Los Angeles between 6 and 18 October 2015. The first step was to select the sectors that were evaluated; this was done taking into account the analysis performed with a digital elevation model and resolution of 10 m per pixel, obtained from the bathymetric data collected in a campaign performed by the Maritime General Directorate (DIMAR) () and the collection of information from the study area (; ; ). Eleven sectors (S) were chosen, which cover nine geoforms to make video surveys with an ROV Diavolo II (E384āE394) (FigureĀ 1A and Supplementary Table S1).
FigureĀ 1
ROV linear video transects were made at each sector, in water depths between 46 and 354 m, to characterize qualitatively the benthic macrohabitats and their associated macrobiota and fishes. The equipment had a front camera (¼ⳠCCD 380 I TV-lines, 0.1 Lux/F = 1.2) pointed ~30° to view near the bottom and far the horizon, with 10 cm parallel lasers for scale. Positioning was estimated using an underwater acoustic positioning method like an ultra-short baseline (USBL) mounted on the vehicle, which gave a geographic position every 30 s approximately. In each sector, ROV dives ranged from 1 to 4 h in length, covering approximately length 1 km (0.54 nm), sometimes doubling the time when necessary depending on the benthic complexity. The ROV tracks (navigation data like coordinates and depth) were projected to UTM Zone 18N using the Geographic Information System ArcGIS 10.3.1 software.
2.2 Video analysis
During the video analysis with the GOM player program, still images (photogram) were taken every minute (JPEG) (reducing autocorrelation between the same video transect) (; ). Blurred or dark video and images out of focus were excluded; if the camera has risen too high from the background to identify the macrohabitat type, the photogram was recorded as undetermined (N/A). Each photogram had an on-screen display (OSD) with ROV heading and depth; this information was entered in a Microsoft Excel spreadsheet file, in which the observation of the macrohabitat or associated macrobiota was included.
Macrohabitats defined as 1 to 10 m in scale, according to , were classified and modified, in each photogram, taking into account the classification of deep-sea macrohabitats by Southeastern United States Deep-Sea Corals (SEADESC) developed by the National Oceanic and Atmospheric Administration (NOAA) Deep-Sea Coral Program (), which is based on the classification of deep-sea habitats by ().
The observed macrobiota occurring during the video analysis were identified and separated into broad groups, according to Collaborative and Annotation Tools for Analysis of Marine Imagery and video (CATAMI), based on a taxonomic and morphological hierarchy (; ). The identification at the lowest possible taxa was carried out by the groupās taxonomist, from the Museum of Marine Natural History of Colombia-Makuriwa, only if the diagnostic characteristics of the species are visible and distinguishable in the photogram (). Some macrobiota were identified as genera or species, based on morphology and consulting with experts (see Acknowledgments), but many could only be identified to a higher taxonomic level such as family, order, or even class. Other cases, such as Echinoderms, were identified based on the samples collected in 1998 and 2002.
2.3 Madracis spp. macrohabitat characterization
To establish the distribution of Madracis spp. complex (Madracis myriaster, Madracis asperula, and Madracis brueggemanni) () along the 11 sectors surveyed on the CPNNP, during the video analysis, every time Madracis spp. coral colony or patch was visualized in the video transects, time was recorded, and thus, its position was later on established. The use of an underwater acoustic positioning method (USBL) during the recording of the images allowed the positioning of the video transects. This information was recorded in the same initial Microsoft Excel spreadsheet file and incorporated into the ROV video tracks to relate them to geographic position and depth. Substratum type was the only environmental variable determined from the ROV video transects and was classified into four classes: mud/sand, coral-shell rubble, rock/ledges, and sandstone. Terrain variables were derived from the digital elevation model (resolution of 10 m per pixel) to help support the analysis of the characterization of the coral patches.
3 Results
3.1 Classification of benthic macrohabitats
A total of 14 ROV dives were surveyed in 11 sectors; 35.9 h of video was recorded, and 1,215 photograms were analyzed. Nine benthic macrohabitat classifications were established for the area and defined as follows: A) soft substrate (mud/sand), B) soft substrate/rubble/rock with solitary corals, C) coral and shell rubble, D) rock/ledges with attached fauna, E) rugged stones with attached fauna, F) hard substrate with attached fauna, G) sandstone with attached fauna, H) soft substrate with burrows, and I) pockmark with attached fauna) (FigureĀ 2).
FigureĀ 2
3.1.1 Soft substrate (mud/sand)
Homogeneous, unconsolidated, and not colonized habitats (Figure 2A), present in eight of the eleven sampling sectors of the CPNNP. Sector 4 (Frijol or BarĆŗ Bank, low part on the platform), Sector 2 (elongated hill), Sector 3 (slope), Sector 5 (Angeles channel), Sector 6 (continental shelf), Sector 8 (shelf-break scarp), Sector 9 (shelf-break scarp), and Sector 11 (platform with pockmarks). Five taxa were identified associated with this macrohabitat belonging to three phyla: Echinodermata with ophiuroids, Arthropoda with squat lobsters from the family Munididae, and fishes from the families Serranidae, Lutjanidae, and Carangidae (Supplementary Table S2).
3.1.2 Soft substrate/rubble/rock with solitary corals
Homogeneous habitat, with either rubble or rock colonized by solitary corals (Figure 2B). Present in three sampling sectors: Sector 8 (shelf-break scarp), Sector 9 (shelf-break scarp), and Sector 11 (platform with pockmarks). Sixteen taxa were identified in this macrohabitat from four phyla: Cnidaria with scleractinians like cup corals from the families Cariophylliidae, Dendrophylliidae, and Flabelliidae and Madracis spp complex. Octocorals and antipatharians, one echinoderm belonging to the class Crinoidea, Democrinus cf. conifer, arthropods like crabs, hermit crabs, arrow crabs, and fishes from the families Priacanthidae and Carangidae (Supplementary Table S2).
3.1.3 Coral and shell rubble
Unconsolidated habitat, formed by broken pieces of rock, corals, or shells; can be colonized by bas-relief macrofauna (Figure 2C). Present in two sampling sectors of the CPNNP: Sector 7 (trough and hills) and Sector 8 (shelf-break scarp). Eight taxa were identified in this macrohabitat from three phyla: Cnidaria with various types of octocorals and cup corals, some echinoderms belonging to Crinoidea and Echinoidea classes (Figure 3G), from the orders Comatulida (possibly several species) and Clypeaster euclastus (order Clypeasteroida), and the Carangidae fish Seriola rivoliana (Figure 3L and Supplementary Table S2).
3.1.4 Rock/ledges with attached fauna
Heterogeneous habitat composed of soft terrain interrupted by large rocks or boulders colonized by macrofauna, usually sponges and octocorals (FigureĀ 2D). Present in four sampling sectors of the CPNNP: Sector 1 (CalamarĆ Bank, on the slope), Sector 2 (summit of the elongated hill), Sector 6 (continental shelf), and Sector 8 (shelf-break scarp). Twenty-seven taxa were identified in this macrohabitat from four phyla: Cnidaria with representatives from five orders Anthoathecata, Actiniaria, Scleractinia, Alcyonacea, and Antipatharia; echinoderms from the classes Crinoidea (order Comatulida), Asteroidea (one unidentified species), Ophiuroidea (orders Ophiacanthida and Ophiurida), and Echinoidea (order Arbacioida); and fishes from the families Holocentridae, Carangidae, Chaetodontidae, Serranidae, Gerreidae, Pomacanthidae, and Scorpaenidae. It is necessary to highlight the presence of the glass sponges, Class Hexactinellida (FigureĀ 2C), at depths between 309.6 and 325 m (Supplementary Table S2).
3.1.5 Rugged stones with attached fauna
Heterogeneous soft substrate or gravel and hard bottom habitat areas colonized by macrofauna, mainly sponges and octocorals (FigureĀ 2E). Present in three sampling sectors of the CPNNP: Sector 8 (shelf-break scarp), Sector 10 (trough), and Sector 11 (platform with pockmarks). Twenty-two taxa from five phyla were identified in this macrohabitat: Cnidaria with representatives of four orders Anthoathecata, Scleractinia, Alcyonacea, and Antipatharia; echinoderms from the class Crinoidea (order Comatulida); sponges from the orders Agelasida, Tetractinellida, Dictyoceratida, and Haplosclerida; and fishes from the families Holocentridae, Carangidae, Chaetodontidae, and Priacanthidae (Supplementary Table S2).
3.1.6 Sandstone with attached fauna
Unconsolidated pavement colonized by macrofauna habitat (such as corals or anemones) (FigureĀ 2F) present in five sampling sectors: Sector 3 (slope), Sector 6 (continental shelf), Sector 8 (shelf-break scarp), Sector 9 (shelf-break scarp), and Sector 10 (trough). Twenty-eight taxa from five phyla were identified in this macrohabitat: Cnidaria with representatives from six orders Spirularia (ceriantarians), Actiniaria (anemones), Alcyonacea, Pennatulacea, Antipatharia, and Scleractinia, with Madracis spp. as the framework builder coral; echinoderms from the classes Crinoidea (order Comatulida), Ophiuroidea (order Euryalida), and Echinoidea (orders Echinothurioida and Clypeasteroida); sponges such as Xestospongia muta and Agelasida specimens; arthropods such as Brachyura crabs; and fishes from the families Chlorophthalmidae, Synodontidae, Caproidae, Carangidae, Serranidae, Sciaenidae, Polymixiidae, and Scorpaenidae (Supplementary Table S2).
3.1.7 Hard substrate with attached fauna
Homogeneous, consolidated, and mainly flat habitat, colonized by calcareous and fleshy algae and other encrusting fauna (FigureĀ 2G). Present in three sampling sectors: Sector 1 (CalamarĆ Bank, between 65 and 71 m), Sector 4 (Frijol or BarĆŗ Bank, between 48 and 51 m), and Sector 7 (trough and hills, between 86 and 112 m). Twenty-five taxa from five phyla were identified along this macrohabitat: Cnidaria with representatives from four orders Anthoathecata, Scleractinia, Alcyonacea, and Antipatharia; echinoderms from Crinoidea class (Nemaster grandis); sponges from the orders Agelasidae, Aplysinidae, and Petrosiidae; and fishes from the families Acanthuridae, Carangidae, Chaetodontidae, Pomacanthidae, Sphyraenidae, Pomacentridae, Scorpaenidae, Monacanthidae, and Balistidae. It is the only macrohabitat with the presence of Halimeda copiosa and Lobophora variegata macroalgae, located at the mesophotic zones between 48.5 and 51.9 m (Supplementary Table S2).
3.1.8 Soft substrate with burrows
Unconsolidated habitat with bottom depressions easily identifiable, some of which could be produced by a variety of fishes; sometimes, it was possible to observe fish inhabiting them (FigureĀ 2H). Present in two sampling sectors: Sector 5 (Angeles channel) and Sector 11 (platform with pockmarks). In this macrohabitat, the only organism possible to be identified is the fish S. rivoliana (Supplementary Table S2).
3.1.9 Pockmark with attached fauna
Loose sediment habitat with one or more sinks colonized by macrofauna (sponges and corals) (FigureĀ 2I). Present in two sampling sectors of the CPNNP: Sector 8 (shelf-break scarp) and Sector 9 (shelf-break scarp). Only two phyla were identified in this macrohabitat: octocorals (Cnidaria) and echinoderms from the Crinoidea class (order Comatulida) (Supplementary Table S2).
The biotic assemblage of the 11 sectors of the Corales de Profundidad National Natural Park, comprised 88 taxa, including algae, sponges, hydrozoans, anthozoans, echinoderms, and fishes (Supplementary Table S2). Corales de Profundidad NNP brings together mesophotic environments ranging from 30 to 150 m depth, and aphotic from 150 to the abyssal zone (
3.2 Madracis spp. coral patch distribution
Linear extension of the video transects mapping effort totaled 32.4 km measured in a GIS of which 67% was mud/sand, 15% rock/ledges, 15% sandstone, and 4% coral-shell rubble. The video transects analysis confirms the occurrence of Madracis spp. as the framework builder of the CPNNP. These patches (observed on 101 photograms of 1,215) are associated with the macrohabitat sandstone with attached fauna (Figure 4).
Combining bathymetry, the digital elevation model derivatives, and the geomorphological unitās map (
Madracis spp. coral patches were identified in five sectors: in Sector 10, small and scattered colonies were recorded over a mud/sand located on the north escarp of the Frijol or BarĆŗ Bank at 169 m depth. In Sector 4, 20 cm high colonies were observed between 163 and 167 m depth, scattered on mud/sand substrate. In Sector 6, the patches were recorded at depths between 197 and 233 m, on mud/sand substrate (Supplementary Figures S3āS5). In Sectors 8A, extensive and dense Madracis spp. patches of approximately 50ā80 cm high were recorded on mud/sand substrate between 118 and 197 m depth (Figure 4), and in Sectors 8B and 9A, small and scattered colonies were recorded on the soft bottom 107 and 230 m depths (Figure 4).
Although several attempts were made to generate a suitable habitat mapping for the coral patches, the environmental data available for the area lacked the spatial resolution needed to have an accurate model map.
4 Discussion
The mesophotic zones, of the Corales de Profundidad National Natural Park, range from 46 up to 169 m depth; aphotic ranges from 108 to 354 m depth (the deepest ROV video transect). The overlap in depths between these zones and the changes in their community structure is driven by the light penetration conditions in each sector, as suggested by
The mesophotic zones distribute between the summits of two banks and two hills of diapir origin (
FigureĀ 3

Example of the fauna found in the Corales de Profundidad National Natural Park (CPNNP). (A)Agaricia sp.; Lobophora variegata and Stegastes partitus. (B)Halimeda copiosa. (C) Glass sponges and Comatulida spp. 2. (D)Ceriantheopsis sp. (E, F)Liponema spp. (G)Araeosoma cf. fenestratum. (H) Comatulida spp. 2 and Ophiacanthida sp. (I)Nemaster grandis. (J) Percophidae, Bembrops sp. (K)Epinephelus sp. (L)SeriolaĀ rivoliana.
FigureĀ 4

Distribution of the macrohabitats identified in Sectors 8 and 9 of the Corales de Profundidad National Natural Park; area superimposed on the 3D bathymetry map. The occurrence of Madracis spp. coral patches is also shown.
The aphotic zones correspond to one hill, one channel, and an escarpment and basin (
Deep-sea macrohabitats (mesophotic or aphotic) with hard substrata components hold the highest richness of fauna observed; species richness is related to the heterogeneity of the seabed that offers shelter and resources obtained from the community of sessile organisms with different attachment mechanisms (
The presence of demersal predators such as jacks, snappers, barracudas, and groupers are characteristic of these areas. Other groups associated with rocky areas are triggerfishes (Balistidae), damselfishes (Pomacentridae), angelfishes (Pomacanthidae), butterflyfishes (Chaetodontidae), filefishes (Monacanthidae), surgeonfishes (Acanthuridae), and squirrel fishes (Holocentridae). Even at depths reaching 150 m, the presence of the invasive lionfish (Pterois volitans) associated with sponges or rock ledges was common (
The dominance of Madracis spp. complex (M. myriaster, M. asperula, and M. brueggemanni) on sandy mud bottoms over the shelf break of CPNNP is of particular importance since it has not been identified as a dominant structuring species in other regions of the world (
Although macrobenthic species footage recognition from ROV video transects may not be the most appropriate method for identification, it is one of the methods that can provide us with direct observations of a deep-sea habitat where a diver cannot reach (
Analysis of videos and photograms becomes a bottleneck in the habitat classification process due to a large amount of acquired material needing to be reviewed. Although automatic or semi-automatic software can be used for the detection and classification of fauna and substrate (
All fauna identified in this work were previously recorded in earlier studies (
Our study contributes to refine the scale of identification of deep water macrohabitats in the Colombian Caribbean specifically for the Corales de Profundidad NNP. The distinctive macrohabitats: hard substrate with attached fauna and the rock/ledges with attached fauna are distributed on three big geoforms of the CPNNP: Hills, Angeles channel, Calamari Bank, Frijol or BarĆŗ Bank; the last one is a mesophotic zone studied in the last few years using rebreathers (
Efforts should concentrate on implementing a research strategy to address the management of this marine protected area, given the limited knowledge and understanding of the ecological and physical processes. Research topics should use higher-resolution ROV video surveys with in situ collections or the use of emerging tools like environmental DNA (eDNA), address the distribution of corals, and other bio-builders, and understand the physical and geological processes that control their presence, community structure, patterns, and abundance.
Funding
This work was supported and funded by INVEMAR through the projects PNN Corales de Profundidad (Convenio 291-14 ANH-INVEMAR) co-funded by Parques Nacionales Naturales, Manchester University and Agencia Nacional de Hidrocarburos.
Acknowledgments
Thanks to the Institute of Marine and Coastal Research-INVEMAR for co-financing Agencia Nacional de Hidrocarburos Anadarko (ANH), Parques Nacionales Naturales, Manchester University. We thank SERPORT and the crew of the R/V Los Angeles and MARISCOPE and Diavolo II ROV pilot, Juan Manuel Casal, during the surveys in 2015. Additional taxonomic experts who contributed to the further identification of some organisms are as follows: Sven Zea, Nadiezhda Santodomingo, and Sergio Stampar. Thanks to the Taxonomy Research Group of INVEMAR for their collaboration and good friendship. Contribution No. 1347 of the Marine and Coastal Research Institute ā INVEMAR.
Publisherās note
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Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material, Further inquiries can be directed to the corresponding author.
Author contributions
CC-P did the video analysis of the expedition. CC-P, AP, and GB identified the macrofauna of the videos. CC-P, AP, and GB wrote the biological component of the article. MV-C and VR contributed to spatial analysis. DA, CC-P, MV-C, and VR contributed to the project research and conceived the manuscript. All authors contributed to the article and approved the submitted version.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmars.2022.995419/full#supplementary-material
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Summary
Keywords
macrohabitat, deep-sea coral, national natural park, megafauna, new records
Citation
CedeƱo-Posso C, Vides-Casado M, Rocha V, Borrero-PƩrez GH, Polanco F A and Alonso D (2022) Benthic macrohabitat classification and Madracis spp. coral patch distribution in a deep-sea marine protected area of Colombia. Front. Mar. Sci. 9:995419. doi: 10.3389/fmars.2022.995419
Received
15 July 2022
Accepted
14 October 2022
Published
15 November 2022
Volume
9 - 2022
Edited by
Pedro A. Ribeiro, University of Bergen, Norway
Reviewed by
Ivan HernĆ”ndez-Ćvila, Universidad Autónoma del Carmen, Mexico; Diogo Antonio Tschoeke, Federal University of Rio de Janeiro, Brazil
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Copyright
© 2022 Cedeño-Posso, Vides-Casado, Rocha, Borrero-Pérez, Polanco F and Alonso.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Cristina CedeƱo-Posso, cristina.cedeno@invemar.org.co
This article was submitted to Deep-Sea Environments and Ecology, a section of the journal Frontiers in Marine Science
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