Access the full text.
Sign up today, get DeepDyve free for 14 days.
Loading next page...
/lp/wiley/deep-learning-for-coastal-resource-conservation-automating-detection-xSRz0BcYIi
References (46)
-
Byung-Hun Choe, Duk‐jin Kim, Ji-Hwan Hwang, Y. Oh, W. Moon (2012)
Detection of oyster habitat in tidal flats using multi-frequency polarimetric SAR dataEstuarine Coastal and Shelf Science, 97
-
Emmanuel Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez (2017)
Convolutional Neural Networks for Large-Scale Remote-Sensing Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 55
-
Emmanuel Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez (2016)
Fully convolutional neural networks for remote sensing image classification2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
-
S. Schill, D. E. Porter, L. D. Coen, D. Bushek, J. Vincent (2006)
Development of an Automated Mapping Technique for Monitoring and Managing Shellfish Distributions: A Final Report Submitted to The NOAA / UNH Cooperative Institute for Coastal and Estuarine Environmental Technology (CICEET) -
(2018)
Integrating drone -
(2014)
Classic paradigms -
(2019)
A convolutional neural -
Martin Längkvist, A. Kiselev, Marjan Alirezaie, A. Loutfi (2016)
Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural NetworksRemote. Sens., 8
-
P. Gray, A. Fleishman, D. Klein, M. Mckown, Vanessa Bézy, K. Lohmann, D. Johnston (2018)
A convolutional neural network for detecting sea turtles in drone imageryMethods in Ecology and Evolution, 10
-
M. Jollineau, P. Howarth (2008)
Mapping an inland wetland complex using hyperspectral imageryInternational Journal of Remote Sensing, 29
-
D. Johnston (2019)
Unoccupied Aircraft Systems in Marine Science and Conservation.Annual review of marine science, 11
-
(2019)
Division of Marine Fisheries -
A. Razavian, Hossein Azizpour, Josephine Sullivan, S. Carlsson (2014)
CNN Features Off-the-Shelf: An Astounding Baseline for Recognition2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops
-
K. Joyce, S. Duce, Susannah Leahy, J. León, S. Maier (2019)
Principles and practice of acquiring drone-based image data in marine environmentsMarine and Freshwater Research
-
F. Fodrie, Antonio Rodriguez, Christopher Baillie, Michelle Brodeur, Sara Coleman, Rachel Gittman, Danielle Keller, M. Kenworthy, A. Poray, J. Ridge, E. Theuerkauf, N. Lindquist (2014)
Classic paradigms in a novel environment: inserting food web and productivity lessons from rocky shores and saltmarshes into biogenic reef restorationJournal of Applied Ecology, 51
-
E. Barbier, S. Hacker, Chris Kennedy, E. Koch, A. Stier, B. Silliman (2011)
The value of estuarine and coastal ecosystem servicesEcological Monographs, 81
-
M. Beck, R. Brumbaugh, L. Airoldi, A. Carranza, L. Coen, C. Crawford, O. Defeo, G. Edgar, Boze Hancock, M. Kay, H. Lenihan, M. Luckenbach, C. Toropova, Guofan Zhang, Ximing Guo (2011)
Oyster Reefs at Risk and Recommendations for Conservation, Restoration, and Management, 61
-
Martijn Gough (2009)
Climate changeCanadian Medical Association Journal, 181
-
R. Grizzle, J. Adams, L. Walters (2002)
Historical changes in intertidal oyster (Crassostrea virginica) reefs in a Florida Lagoon potentially related to boating activities.Journal of Shellfish Research, 21
-
C. C. Jensen, L. S. Smart, A. S. Deaton (2014)
Strategic Habitat Area Nominations for Region 3: The White Oak River Basin in North Carolina -
Ben. Weinstein (2018)
A computer vision for animal ecology.The Journal of animal ecology, 87 3
-
(2015)
Remote sensing for mapping -
P. Simard, David Steinkraus, John Platt (2003)
Best practices for convolutional neural networks applied to visual document analysisSeventh International Conference on Document Analysis and Recognition, 2003. Proceedings.
-
Tsung-Yi Lin, M. Maire, Serge Belongie, James Hays, P. Perona, D. Ramanan, Piotr Dollár, C. Zitnick (2014)
Microsoft COCO: Common Objects in Context -
Ronald Kemker, C. Salvaggio, Christopher Kanan (2017)
Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learningISPRS Journal of Photogrammetry and Remote Sensing
-
A. Bris, P. Rosa, Astrid Lerouxel, Bruno Cognie, P. Gernez, P. Launeau, M. Robin, L. Barillé (2016)
Hyperspectral remote sensing of wild oyster reefsEstuarine Coastal and Shelf Science, 172
-
Yann LeCun, Yoshua Bengio, Geoffrey Hinton (2015)
Deep LearningNature, 521
-
(2018)
Deploying Fixed Wing Unoccupied Aerial Systems (UAS) for coastal morphology a 2019 The Authors -
Carmen Chilson, Katherine Avery, A. McGovern, E. Bridge, D. Sheldon, Jeffrey Kelly (2018)
Automated detection of bird roosts using NEXRAD radar data and Convolutional Neural NetworksRemote Sensing in Ecology and Conservation, 5
-
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick (2017)
Mask R-CNN2017 IEEE International Conference on Computer Vision (ICCV)
-
S. Manfreda, M. Mccabe, P. Miller, R. Lucas, Victor Madrigal, G. Mallinis, E. Ben-Dor, D. Helman, L. Estes, G. Ciraolo, J. Müllerová, F. Tauro, M. Lima, J. Lima, A. Maltese, F. Francés, Kelly Caylor, M. Kohv, M. Perks, G. Ruiz-Pérez, Z. Su, G. Vico, B. Tóth (2018)
On the Use of Unmanned Aerial Systems for Environmental MonitoringRemote. Sens., 10
-
M. Spalding, A. McIvor, M. Beck, E. Koch, I. Möller, D. Reed, P. Rubinoff, T. Spencer, T. Tolhurst, T. Wamsley, B. Wesenbeeck, E. Wolanski, C. Woodroffe (2014)
Coastal Ecosystems: A Critical Element of Risk ReductionConservation Letters, 7
-
(2014)
Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II, and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change -
J. Grabowski, R. Brumbaugh, R. Conrad, A. Keeler, J. Opaluch, C. Peterson, M. Piehler, S. Powers, A. Smyth (2012)
Economic Valuation of Ecosystem Services Provided by Oyster Reefs, 62
-
P. Gray, J. Ridge, Sarah Poulin, A. Seymour, Amanda Schwantes, J. Swenson, D. Johnston (2018)
Integrating Drone Imagery into High Resolution Satellite Remote Sensing Assessments of Estuarine EnvironmentsRemote. Sens., 10
-
N. Nahirnick, L. Reshitnyk, M. Campbell, M. Hessing‐Lewis, Maycira Costa, J. Yakimishyn, L. Lee (2018)
Mapping with confidence; delineating seagrass habitats using Unoccupied Aerial Systems (UAS)Remote Sensing in Ecology and Conservation, 5
-
J. Yosinski, J. Clune, Yoshua Bengio, Hod Lipson (2014)
How transferable are features in deep neural networks? -
Antonio Rodriguez, F. Fodrie, J. Ridge, N. Lindquist, E. Theuerkauf, Sara Coleman, J. Grabowski, Michelle Brodeur, Rachel Gittman, Danielle Keller, M. Kenworthy (2014)
Oyster reefs can outpace sea-level riseNature Climate Change, 4
-
Jana Wäldchen, Patrick Mäder (2018)
Machine learning for image based species identificationMethods in Ecology and Evolution, 9
-
(2014)
Strategic Habitat Area Nominations for Region 3: The White Oak River Basin in North Carolina. Final Report to Marine Fisheries Commission, North Carolina Division of Marine Fisheries -
D. Bushek (2006)
Development of an Automated Mapping Technique for Monitoring and Managing Shellfish Distributions -
J. Lefcheck, Brent Hughes, Andrew Johnson, Bruce Pfirrmann, D. Rasher, A. Smyth, B. Williams, M. Beck, R. Orth (2019)
Are coastal habitats important nurseries? A meta‐analysisConservation Letters, 12
-
C. Corbane, S. Lang, Kyle Pipkins, S. Alleaume, M. Deshayes, V. Millán, T. Strasser, J. Borre, T. Spanhove, M. Förster (2015)
Remote sensing for mapping natural habitats and their conservation status - New opportunities and challengesInt. J. Appl. Earth Obs. Geoinformation, 37
-
R. Grizzle, K. Ward, Laura Geselbracht, A. Birch (2018)
Distribution and Condition of Intertidal Eastern Oyster (Crassostrea virginica) Reefs in Apalachicola Bay Florida Based on High-Resolution Satellite ImageryJournal of Shellfish Research, 37
-
(2012)
Detection of oyster habitat in tidal flats using 438 -
A. Seymour, J. Ridge, A. Rodriguez, E. Newton, J. Dale, D. Johnston (2017)
Deploying Fixed Wing Unoccupied Aerial Systems (UAS) for Coastal Morphology Assessment and ManagementJournal of Coastal Research, 34
- Publisher
- Wiley
- Copyright
- © 2020 Published by John Wiley & Sons Ltd.
- eISSN
- 2056-3485
- DOI
- 10.1002/rse2.134
- Publisher site
- See Article on Publisher Site
Abstract
Journal
Remote Sensing in Ecology and Conservation – Wiley
Published: Dec 1, 2020
Keywords: ; ; ; ; ;