Semi-Automated Image Analysis for the Assessment of Megafaunal Densities at the Arctic Deep-Sea Observatory HAUSGARTEN
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J Thomson, 1987, Geology and geochemistry of abyssal plains.
RS Carney, 1997, Basing conservation policies for the deep-sea oor on current-diversity concepts: a consideration of rarity., Biodiversity and Conservation, 6, 1463, 10.1023/A:1018310302215
JD Gage, 2004, Diversity in deep-sea benthic macrofauna: the importance of local ecology, the larger scale, history and the Antarctic., Deep Sea Research Part II: Topical Studies in Oceanography, 51, 1689, 10.1016/j.dsr2.2004.07.013
P Schwinghamer, 1981, Characteristic size distributions of integral benthic communities., Canadian Journal of Fisheries and Aquatic Sciences, 38, 1255, 10.1139/f81-167
RS Lampitt, 1986, Biomass of the invertebrate megabenthos from 500 to 4100 m in the northeast Atlantic Ocean., Marine Biology, 93, 69, 10.1007/BF00428656
B Christiansen, 1992, Deep-sea epibenthic megafauna of the northeast Atlantic: Abundance and biomass at three mid-oceanic locations estimated from photographic transects., 125
D Piepenburg, 1996, Megabenthic communities in the waters around Svalbard., Polar Biology, 16, 431
JF Grassle, 1975, Pattern and zonation: a study of the bathyal megafauna using the research submersible Alvin., Deep-Sea Research and Oceanographic Abstracts, 22, 457, 10.1016/0011-7471(75)90020-0
MA Rex, 1981, Community structure in the deep-sea benthos., Annual Review of Ecology and Systematics, 12, 331, 10.1146/annurev.es.12.110181.001555
J Collie, 1997, Effects of bottom fishing on the benthic megafauna of georges bank., Marine Ecology Progress Series, 155, 159, 10.3354/meps155159
M Kaiser, 1999, Importance of benthic habitat complexity for demersal fish assemblages. In: American Fisheries Society Symposium., volume 22,, 212–223
T Soltwedel, 2001, Bacterial abundance and biomass in response to organismgenerated habitat heterogeneity in deep-sea sediments., Marine Ecology Progress Series, 219, 291, 10.3354/meps219291
C Hasemann, 2006, Small-scale heterogeneity in the arctic deep sea: impact of small coldwater-sponges on the diversity of benthic nematode communities., Rep Polar Mar Res, 527, 1
N Quéric, 2007, Impact of small-scale biogenic sediment structures on bacterial distribution and activity in arctic deep-sea sediments., Marine Ecology, 28, 66, 10.1111/j.1439-0485.2007.00177.x
J Gray, 1981, Detecting pollution induced changes in communities using the log-normal distribution of individuals among species., Marine Pollution Bulletin, 12, 173, 10.1016/0025-326X(81)90230-7
H Feder, 1988, The benthic ecology of loch linnhe and loch eil, a sea-loch system on the west coast of scotland. v. biology of the dominant soft-bottom epifauna and their interaction with the infauna., Journal of experimental marine biology and ecology, 116, 99, 10.1016/0022-0981(88)90050-0
J Freire, 1996, Feeding ecology of liocarcinus depurator (decapoda: Portunidae) in the ria de arousa (galicia, north-west spain): effects of habitat, season and life history., Marine Biology, 126, 297, 10.1007/BF00347454
R Sarda, 1998, The impact of epifaunal predation on the structure of macroinfaunal invertebrate communities of tidal saltmarsh creeks., Estuarine, Coastal and Shelf Science, 46, 657, 10.1006/ecss.1997.0322
F Gallucci, 2008, Effects of megafauna exclusion on nematode assemblages at a deep-sea site., Deep Sea Research Part I: Oceanographic Research Papers, 55, 332, 10.1016/j.dsr.2007.12.001
M Huettel, 1992, Impact of bioroughness on interfacial solute exchange in permeable sediments., Marine Ecology Progress Series 89: 253,, 267
K Smith, 1993, Mobile megafaunal activity monitored with a timelapse camera in the abyssal north pacific., Deep Sea Research Part I: Oceanographic Research Papers, 40, 2307, 10.1016/0967-0637(93)90106-D
D Piepenburg, 1995, Partitioning of benthic community respiration in the arctic (northwestern barents sea)., Marine Ecology Progress Series, 118, 199, 10.3354/meps118199
B Bett, 2001, Temporal variability in phytodetritus and megabenthic activity at the seabed in the deep northeast Atlantic., Progress in Oceanography, 50, 349, 10.1016/S0079-6611(01)00066-0
K Lochte, 2003, Processes driven by the small sized organisms at the water-sediment interface.
J Guillén, 2008, Alteration of bottom roughness by benthic organisms in a sandy coastal environment., Continental Shelf Research, 28, 2382, 10.1016/j.csr.2008.05.003
P Sumida, 2008, Temporal changes in benthic megafaunal abundance and composition across the west antarctic peninsula shelf: results from video surveys., Deep Sea Research Part II: Topical Studies in Oceanography, 55, 2465, 10.1016/j.dsr2.2008.06.006
H Ruhl, 2007, Abundance and size distribution dynamics of abyssal epibenthic megafauna in the northeast pacific., Ecology, 88, 1250, 10.1890/06-0890
R Kaufmann, 1997, Activity patterns of mobile epibenthic megafauna at an abyssal site in the eastern North Pacific: Results from a 17-month time-lapse photographic study., 559
Hartmut, 2001, Re-establishment of an abyssal megabenthic community after experimental physical disturbance of the seaoor., Deep Sea Research Part II: Topical Studies in Oceanography, 48, 3841, 10.1016/S0967-0645(01)00070-4
I Kogan, 2006, ATOC/Pioneer seamount cable after 8 years on the seaoor: Observations, environmental impact., Continental Shelf Research, 26, 771, 10.1016/j.csr.2006.01.010
M Bergmann, 2011, The interannual variability of megafaunal assemblages in the arctic deep sea: Preliminary results from the HAUSGARTEN observatory (79 N)., Deep Sea Research Part I: Oceanographic Research Papers, 58, 711, 10.1016/j.dsr.2011.03.007
KL Smith, 2009, Climate, carbon cycling, and deep-ocean ecosystems., Proceedings of The National Academy of Sciences, 106, 19211, 10.1073/pnas.0908322106
D Billett, 2010, Long-term change in the abyssal ne Atlantic: The Amperima Event revisited., Deep Sea Research Part II: Topical Studies in Oceanography, 57, 1406, 10.1016/j.dsr2.2009.02.001
KL Hunkins, 1960, Biological and geological observations on the first photographs of the Arctic Ocean deep-sea oor., Limnology and Oceanography, 5, 154, 10.4319/lo.1960.5.2.0154
I Afanasev, 1978, Investigations of the deep-sea bottom fauna in the central part of the Arctic Ocean., Oceanology, 18, 950
IR MacDonald, 2010, Benthic macrofauna and megafauna assemblages in the arctic deep-sea Canada Basin., Deep Sea Research Part II: Topical Studies in Oceanography, 57, 136, 10.1016/j.dsr2.2009.08.012
AZ Paul, 1974, Benthic ecology of the high arctic deep sea., Marine Biology, 27, 251, 10.1007/BF00391950
M Mayer, 1996, Epibenthic distribution patterns on the continental slope off East Greenland at 75 N., Marine Ecology Progress Series, 143, 151, 10.3354/meps143151
A Starmans, 2002, Mega-epibenthic diversity: a polar comparison., Marine Ecology Progress Series, 225, 45, 10.3354/meps225045
DOB Jones, 2007, Depth-related changes in the arctic epibenthic megafaunal assemblages of Kangerdlugssuaq, East Greenland., Marine Biology Research, 3, 191, 10.1080/17451000701455287
M Schulz, 2010, Colonisation of hard substrata along a channel system in the deep Greenland Sea., Polar Biology, 33, 1359, 10.1007/s00300-010-0825-9
BA Bluhm, 2005, Macro- and megabenthic communities in the high arctic Canada Basin: initial findings., Polar Biology, 28, 218, 10.1007/s00300-004-0675-4
T Soltwedel, 2009, Bathymetric patterns of megafaunal assemblages from the arctic deep-sea observatory HAUSGARTEN., Deep Sea Research Part I: Oceanographic Research Papers, 56, 1856, 10.1016/j.dsr.2009.05.012
T Soltwedel, 2005, HAUSGARTEN: multidisciplinary investigations at a deep-sea, long-term observatory in the Arctic Ocean., Oceanography, 18, 46, 10.5670/oceanog.2005.24
K Frauenheim, 1989, The distribution of the larger epifauna during summer and winter in the North Sea and its suitability for environmental monitoring., Senckenbergiana Maritima, 20, 101
P van Leeuwen, 1994, Variations in abundance and distribution of demersal fish species in the coastal zone of the southeastern North Sea between 1980 and 1993.
H Lindeboom, 1998, Impact-ii: The effects of different types of fisheries on the north sea and irish sea benthic ecosystems.
H Reiss, 2006, Estimating the catching efficiency of a 2-m beam trawl for sampling epifauna by removal experiments., ICES Journal of Marine Science: Journal du Conseil, 63, 1453, 10.1016/j.icesjms.2006.06.001
B Hecker, 1994, Unusual megafaunal assemblages on the continental slope off Cape Hatteras., Deep Sea Research Part II: Topical Studies in Oceanography, 41, 809, 10.1016/0967-0645(94)90050-7
J Nybakken, 1998, Distribution density and relative abundance of benthic invertebrate megafauna from three sites at the base of the continental slope off central California as determined by camera sled and beam trawl., Deep Sea Research Part II: Topical Studies in Oceanography, 45, 1753, 10.1016/S0967-0645(98)80016-7
HA Ruhl, 2007, Abundance and size distribution dynamics of abyssal epibenthic megafauna in the northeast Pacific., Ecology, 88, 1250, 10.1890/06-0890
M Bergmann, 2011, Megafaunal assemblages from two shelf stations west of Svalbard., Marine Biology Research, 7, 525, 10.1080/17451000.2010.535834
ML Weaver, 1996, Distribution and abundance of epibenthic megafauna at a long time-series station in the abyssal northeast Pacific., Deep Sea Research Part I: Oceanographic Research Papers, 43, 1075, 10.1016/0967-0637(96)00045-3
M Solan, 2003, Towards a greater understanding of pattern, scale and process in marine benthic systems: a picture is worth a thousand worms., Journal of Experimental Marine Biology and Ecology, 285–286, 313, 10.1016/S0022-0981(02)00535-X
P Tyler, 2003, Ecosystems of the deep oceans, volume 28.
P Culverhouse, 2003, Do experts make mistakes? a comparison of human and machine identification of dinoagellates., Marine Ecology Progress Series, 247, 17, 10.3354/meps247017
P Roberts, 2009, A multiview, multimodal fusion framework for classifying small marine animals with an opto-acoustic imaging system., 1
D Edgington, 2006, Detecting, tracking and classifying animals in underwater video., 1
M Gordan, 2006, A new SVM-based architecture for object recognition in color underwater images with classification refinement by shape descriptors. In: IEEE International Conference on Automation, Quality and Testing., volume 2,, 327–332
G Foresti, 2002, A hierarchical classification system for object recognition in underwater environments., Oceanic Engineering, IEEE Journal of, 27, 66, 10.1109/48.989889
C Barat, 2006, A robust visual attention system for detecting manufactured objects in underwater video., 1
A Rova, 2007, One fish, two fish, butterfish, trumpeter: Recognizing fish in underwater video.
C Spampinato, 2010, Automatic fish classification for underwater species behavior understanding., 10.1145/1877868.1877881
V Di Gesu, 2003, Finding essential features for tracking starfish in a video sequence., 504
J Powell, 2003, Detection and identification of sardine eggs at sea using a machine vision system. In: OCEANS 2003. volume 1, p., 175, Vol.1
R Clement, 2005, Toward robust image detection of crown-of-thorns starfish for autonomous population monitoring.
A Purser, 2009, Use of machine-learning algorithms for the automated detection of cold-water coral habitats - a pilot study., 10.3354/meps08154
P Rigby, 2010, Toward adaptive benthic habitat mapping using gaussian process classification., Journal of Field Robotics, 27, 741, 10.1002/rob.20372
R Taylor, 2008, Evolution of a benthic imaging system from a towed camera to an automated habitat characterization system., 1
A York, 2008, Using a towed optical habitat mapping system to monitor the invasive tunicate species Didemnum sp. along the northeast continental shelf., 1
J Howland, 2006, Development of a towed survey system for deployment by the fishing industry., 1
N Teixido, 2011, Hierarchical segmentation-based software for cover classification analyses of seabed images (seascape)., Mar Ecol Prog Ser, 431, 45, 10.3354/meps09127
K Premke, 2003, Evidence for long-range chemoreceptive tracking of food odour in deep-sea scavengers by scanning sonar data., Journal of Experimental Marine Biology and Ecology, 285–286, 283, 10.1016/S0022-0981(02)00533-6
K Premke, 2006, Aggregations of arctic deep-sea scavengers at large food falls: temporal distribution, consumption rates and population structure., 121
F Gallucci, 2008, Caging experiment in the deep sea: Efficiency and artefacts from a case study at the arctic long-term observatory HAUSGARTEN., Journal of Experimental Marine Biology and Ecology, 354, 39, 10.1016/j.jembe.2007.10.006
N Quric, 2008, Characterization of prokaryotic community dynamics in the sedimentary microenvironment of the demosponge Tentorium semisuberites from arctic deep waters., 87
C Kanzog, 2009, Microbial colonisation of artificial and deep-sea sediments in the Arctic Ocean., Marine Ecology, 30, 391, 10.1111/j.1439-0485.2009.00290.x
C Kanzog, 2009, Response of benthic microbial communities to chitin enrichment: an in situ study in the deep Arctic Ocean., Polar Biology, 32, 105, 10.1007/s00300-008-0510-4
K Guilini, 2010, Nutritional importance of benthic bacteria for deep-sea nematodes from the arctic ice margin: Results of an isotope tracer experiment., Limnology and Oceanography, 55, 1977, 10.4319/lo.2010.55.5.1977
D van Oevelen, 2011, Carbon ows in the benthic food web at the deep-sea observatory HAUSGARTEN (Fram Strait)., Deep Sea Research, 58, 1069, 10.1016/j.dsr.2011.08.002
J Ontrup, 2009, BIIGLE - Web 2.0 enabled labelling and exploring of images from the Arctic deep-sea observatory HAUSGARTEN., 1
OR White, 2006
T Sikora, 2001, The MPEG-7 visual standard for content description-an overview., IEEE Transactions on Circuits and Systems for Video Technology, 11, 696, 10.1109/76.927422
M Baştan, 2010, BilVideo-7: An MPEG-7-compatible video indexing and retrieval system., IEEE MultiMedia, 17, 62, 10.1109/MMUL.2010.5692184
YQ Chen, 1995, Statistical geometrical features for texture classification., Pattern Recognition, 28, 537, 10.1016/0031-3203(94)00116-4
J Daugman, 1988, Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression., Acoustics, Speech and Signal Processing, IEEE Transactions on, 36, 1169, 10.1109/29.1644
J Ontrup, 2004, A computational feature binding model of human texture perception., Cognitive Processing, 5, 31, 10.1007/s10339-003-0003-x
T Caliski, 1974, A dendrite method for cluster analysis., Communications in Statistics, 3, 1
S Bandyopadhyay, 2007, Multiobjective genetic clustering for pixel classification in remote sensing imagery., Geoscience and Remote Sensing, IEEE Transactions on, 45, 1506, 10.1109/TGRS.2007.892604
DL Davies, 1979, A cluster separation measure., Pattern Analysis and Machine Intelligence, IEEE Transactions on, PAMI-1, 224, 10.1109/TPAMI.1979.4766909
A Rosenfeld, 1982, Digital Picture Processing.
N Cristianini, 2000, An introduction to support vector machines: and other kernel-based learning methods., 10.1017/CBO9780511801389
T Joachims, 1999, Making large-scale SVM learning practical., 169
CM Bishop, 2007, Pattern Recognition and Machine Learning (Information Science and Statistics).
JC Platt, 1999, Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. In: Advances in large margin classifiers., MIT Press,, 61