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Issue Information

Issue Information RSEC Volume 6 | December 2020 | Number 4 R RSE2_v6_i4_oc.indd 1 SE2_v6_i4_oc.indd 1 1 12/17/2020 8:22:26 AM 2/17/2020 8:22:26 AM Aims and Scope Remote Sensing in Ecology and Conservation provides a forum for rapid, peer-reviewed publication of novel, multidisciplinary research at the interface between remote sensing science and ecology and conservation. The journal prioritizes fi ndings that advance the scientifi c basis of ecology and conservation, promoting the development of remote-sensing based methods relevant to the management of land use and biological systems at all levels, from populations and species to ecosystems and biomes. The journal defi nes remote sensing in its broadest sense, including data acquisition by hand-held and fi xed ground-based sensors, such as camera traps and acoustic recorders, and sensors on airplanes and satellites. The intended journal’s audience includes ecologists, conservation scientists, policy makers, managers of terrestrial and aquatic systems, remote sensing scientists, and students. Remote Sensing in Ecology and Conservation publishes original research articles, reviews, Editorial, Policy Forum, and Interdisciplinary Perspectives. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper. Remote Sensing in Ecology and Conservation is a Wiley Open Access journal, one of a new series of peer-reviewed titles publishing quality research with speed and effi ciency. For further information visit the Wiley Open Access website at http://www.wileyopenaccess.com. Open Access and Copyright All articles published by Remote Sensing in Ecology and Conservation are fully open access: immediately freely available to read, download and share. All articles accepted from 2014 are published under the terms of the Creative Commons Attribution License. All articles accepted before this date were published under a Creative Commons Attribution License. The Creative Commons Attribution License permits which allows users to copy, distribute and transmit an article, adapt the article and make commercial use of the article. The CC BY license permits commercial and non-commercial re-use of an open access article, as long as the author is properly attributed. Copyright on any research article in a journal published by Remote Sensing in Ecology and Conservation is retained by the author(s). Authors grant Wiley a license to publish the article and identify itself as the original publisher. Authors also grant any third party the right to use the article freely as long as its integrity is maintained and its original authors, citation details and publisher are identifi ed. Further information about open access license and copyright can be found at http://www.wileyopenaccess.com/details/content/12f25db4c87/Copyright--License.html. Purchasing Print Reprints Print reprints of Wiley Open Access articles can be purchased from corporatesales@wiley.com. Disclaimer The Publisher and Editors cannot be held responsible for errors or any consequences arising from the use of information contained in this journal; the views and opinions expressed do not necessarily refl ect those of the Publisher and Editors, neither does the publication of advertisements constitute any endorsements by the Publisher and Editors of the products advertised. Wiley Open Access articles posted to repositories or websites are without warranty from Wiley of any kind, either express or implied, including, but not limited to, warranties of merchantability, fi tness for a particular purpose, or non-infringement. To the fullest extent permitted by law Wiley disclaims all liability for any loss or damage arising out of, or in connection with, the use of or inability to use the content. R RSE2_v6_i4_issue_info.indd 1 SE2_v6_i4_issue_info.indd 1 1 12/17/2020 8:22:09 AM 2/17/2020 8:22:09 AM Editor-in-Chief Nathalie Pettorelli Zoological Society of London, UK Honorary Editors Gregory Asner Gregoire Dubois Tim O’Brien Stanford University, European Commission Joint Research Centre, Wildlife Conservation Society, USA Italy USA Zoe Davies Claudia Kuenzer Aurélie Shapiro University of Kent, UK German Aerospace Center, Germany WWF-Germany, Germany Senior Editors Mathias Disney Kate He Ned Horning Marcus Rowcliffe Kylie Scales University College London Murray State University, American Museum of Zoological Society of University of the Sunshine and NERC National USA Natural History, USA London, UK Coast, Australia Centre for Earth Observation (NCEO), UK Associate Editors Abdulhakim Abdi Anthony Caravaggi Natalie Kelly Nicola Quick Australian Antarctic Division, Lund University, Sweden University of South Wales, UK Duke University, USA Australia Jorge Ahumada, Anna Carter Denise Risch Tobias Kümmerle Conservation International, USA Scottish Association for Marine Iowa State University, USA Humboldt-University Berlin, Science (SAMS), UK Karen Anderson Nicola Clerici Germany Francesco Rovero University of Exeter, UK Universidad del Rosario, Vincent Lecours University of Florence, Italy Colombia Carlos de Angelo University of Florida, USA Gwilym Rowlands National Scientifi c and Technical Anna Cord Shaun Levick University of Oxford, UK Research Council (CONICET), Helmholtz Centre for Environmen- CSIRO, Australia Argentina Rahel Sollmann tal Research – UFZ, Germany Xuehua Liu University of California Davis, Dolors Armenteras Dan Friess Tsinghua University, China USA Colombia National University, National University of Singapore, Colombia Mailys Lopes Matthew Van Den Broeke Singapore Zoological Society of London, UK University of Nebraska-Lincoln, Christos Astaras USA Jean Guillard Justin Moat Forest Research Institute, French National Institute for Royal Botanic Gardens, Kew, Oliver Wearn Greece Agricultural Research (INRA), UK Zoological Society of London, Stephanie Bohlman France UK Margarita Mulero-Pázmány University of Florida, USA José Luís Hernández Stefanoni Liverpool John Moores University, Martin Wegmann Centro de Investigación Científi ca Phil Bouchet UK University of Würzburg, de Yucatán A.C., Mexico University of St Andrews, UK Germany Nicholas Murray Tim Hofmeester Doreen Boyd Jian Zhang James Cook University, Australia University of Nottingham, UK Swedish University of Agricultural East China Normal University, Dimitris Poursanidis Sciences, Sweden China Graeme Buchanan Foundation for Research and Royal Society for the Protection Tommaso Jucker Technology - Hellas (FORTH), András Zlinszky of Birds, UK CSIRO, Australia Greece Aarhus University, Denmark R RSE2_v6_i4_issue_info.indd 2 SE2_v6_i4_issue_info.indd 2 1 12/17/2020 8:22:09 AM 2/17/2020 8:22:09 AM Remote Sensing in Ecology and Conservation Volume 6, Issue 4 December 2020 Contents Special Issue Section: Land cover mapping with ultra-high-resolution aerial imagery Editorial Land cover mapping with ultra-high-resolution aerial imagery .......................................................................................... 429 Ned Horning Original Research Deep learning for coastal resource conservation: automating detection of shellfi sh reefs ................................................. 431 Justin T. Ridge, Patrick C. Gray, Anna E. Windle & David W. Johnston Ultra-high-resolution mapping of biocrusts with Unmanned Aerial Systems .................................................................... 441 Caroline A. Havrilla, Miguel L. Villarreal, Jacob L. DiBiase, Michael C. Duniway & Nichole N. Barger Detecting northern peatland vegetation patterns at ultra-high spatial resolution .............................................................. 457 Aleksi Räsänen, Mika Aurela, Sari Juutinen, Timo Kumpula, Annalea Lohila, Timo Penttilä & Tarmo Virtanen Convolutional Neural Networks accurately predict cover fractions of plant species and communities in Unmanned Aerial Vehicle imagery ...................................................................................................................................... 472 Teja Kattenborn, Jana Eichel, Susan Wiser, Larry Burrows, Fabian E. Fassnacht & Sebastian Schmidtlein Mapping of land cover with open-source software and ultra-high-resolution imagery acquired with unmanned aerial vehicles ........................................................................................................................................................................ 487 Ned Horning, Erica Fleishman, Peter J. Ersts, Frank A. Fogarty & Martha Wohlfeil Zillig Interplay between topography, fog and vegetation in the central South Arabian mountains revealed using a novel Landsat fog detection technique .......................................................................................................................................... 498 Lawrence Ball & Joseph Tzanopoulos Application of the Random Encounter Model in citizen science projects to monitor animal densities ............................ 514 Jessica Schaus, Antonio Uzal, Louise K. Gentle, Philip J. Baker, Lucy Bearman-Brown, Simone Bullion, Abigail Gazzard, Hannah Lockwood, Alexandra North, Tom Reader, Dawn M. Scott, Christopher S. Sutherland & Richard W. Yarnell Cameras replace human observers in multi-species aerial counts in Murchison Falls, Uganda ........................................ 529 Richard Lamprey, David Ochanda, Rob Brett, Charles Tumwesigye & Iain Douglas-Hamilton The effect of camera orientation on the detectability of wildlife: a case study from north-western Australia .................. 546 Harry A. Moore, Leonie E. Valentine, Judy A. Dunlop & Dale G. Nimmo Mapping the world's coral reefs using a global multiscale earth observation framework .................................................. 557 Mitchell B. Lyons, Chris M. Roelfsema, Emma V. Kennedy, Eva M. Kovacs, Rodney Borrego-Acevedo, Kathryn Markey, Meredith Roe, Doddy M. Yuwono, Daniel L. Harris, Stuart R. Phinn, Gregory P. Asner, Jiwei Li, David E. Knapp, Nicholas S. Fabina, Kirk Larsen, Dimosthenis Traganos & Nicholas J. Murray ISSN: 2056-3485 (Online) R RSE2_v6_i4_toc.indd 1 SE2_v6_i4_toc.indd 1 1 12/24/2020 9:17:27 AM 2/24/2020 9:17:27 AM http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Remote Sensing in Ecology and Conservation Wiley

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Remote Sensing in Ecology and Conservation , Volume 6 (4) – Dec 1, 2020
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Publisher
Wiley
Copyright
© 2020 Published by John Wiley & Sons Ltd.
eISSN
2056-3485
DOI
10.1002/rse2.192
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Abstract

RSEC Volume 6 | December 2020 | Number 4 R RSE2_v6_i4_oc.indd 1 SE2_v6_i4_oc.indd 1 1 12/17/2020 8:22:26 AM 2/17/2020 8:22:26 AM Aims and Scope Remote Sensing in Ecology and Conservation provides a forum for rapid, peer-reviewed publication of novel, multidisciplinary research at the interface between remote sensing science and ecology and conservation. The journal prioritizes fi ndings that advance the scientifi c basis of ecology and conservation, promoting the development of remote-sensing based methods relevant to the management of land use and biological systems at all levels, from populations and species to ecosystems and biomes. The journal defi nes remote sensing in its broadest sense, including data acquisition by hand-held and fi xed ground-based sensors, such as camera traps and acoustic recorders, and sensors on airplanes and satellites. The intended journal’s audience includes ecologists, conservation scientists, policy makers, managers of terrestrial and aquatic systems, remote sensing scientists, and students. Remote Sensing in Ecology and Conservation publishes original research articles, reviews, Editorial, Policy Forum, and Interdisciplinary Perspectives. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper. Remote Sensing in Ecology and Conservation is a Wiley Open Access journal, one of a new series of peer-reviewed titles publishing quality research with speed and effi ciency. For further information visit the Wiley Open Access website at http://www.wileyopenaccess.com. Open Access and Copyright All articles published by Remote Sensing in Ecology and Conservation are fully open access: immediately freely available to read, download and share. All articles accepted from 2014 are published under the terms of the Creative Commons Attribution License. All articles accepted before this date were published under a Creative Commons Attribution License. The Creative Commons Attribution License permits which allows users to copy, distribute and transmit an article, adapt the article and make commercial use of the article. The CC BY license permits commercial and non-commercial re-use of an open access article, as long as the author is properly attributed. Copyright on any research article in a journal published by Remote Sensing in Ecology and Conservation is retained by the author(s). Authors grant Wiley a license to publish the article and identify itself as the original publisher. Authors also grant any third party the right to use the article freely as long as its integrity is maintained and its original authors, citation details and publisher are identifi ed. Further information about open access license and copyright can be found at http://www.wileyopenaccess.com/details/content/12f25db4c87/Copyright--License.html. Purchasing Print Reprints Print reprints of Wiley Open Access articles can be purchased from corporatesales@wiley.com. Disclaimer The Publisher and Editors cannot be held responsible for errors or any consequences arising from the use of information contained in this journal; the views and opinions expressed do not necessarily refl ect those of the Publisher and Editors, neither does the publication of advertisements constitute any endorsements by the Publisher and Editors of the products advertised. Wiley Open Access articles posted to repositories or websites are without warranty from Wiley of any kind, either express or implied, including, but not limited to, warranties of merchantability, fi tness for a particular purpose, or non-infringement. To the fullest extent permitted by law Wiley disclaims all liability for any loss or damage arising out of, or in connection with, the use of or inability to use the content. R RSE2_v6_i4_issue_info.indd 1 SE2_v6_i4_issue_info.indd 1 1 12/17/2020 8:22:09 AM 2/17/2020 8:22:09 AM Editor-in-Chief Nathalie Pettorelli Zoological Society of London, UK Honorary Editors Gregory Asner Gregoire Dubois Tim O’Brien Stanford University, European Commission Joint Research Centre, Wildlife Conservation Society, USA Italy USA Zoe Davies Claudia Kuenzer Aurélie Shapiro University of Kent, UK German Aerospace Center, Germany WWF-Germany, Germany Senior Editors Mathias Disney Kate He Ned Horning Marcus Rowcliffe Kylie Scales University College London Murray State University, American Museum of Zoological Society of University of the Sunshine and NERC National USA Natural History, USA London, UK Coast, Australia Centre for Earth Observation (NCEO), UK Associate Editors Abdulhakim Abdi Anthony Caravaggi Natalie Kelly Nicola Quick Australian Antarctic Division, Lund University, Sweden University of South Wales, UK Duke University, USA Australia Jorge Ahumada, Anna Carter Denise Risch Tobias Kümmerle Conservation International, USA Scottish Association for Marine Iowa State University, USA Humboldt-University Berlin, Science (SAMS), UK Karen Anderson Nicola Clerici Germany Francesco Rovero University of Exeter, UK Universidad del Rosario, Vincent Lecours University of Florence, Italy Colombia Carlos de Angelo University of Florida, USA Gwilym Rowlands National Scientifi c and Technical Anna Cord Shaun Levick University of Oxford, UK Research Council (CONICET), Helmholtz Centre for Environmen- CSIRO, Australia Argentina Rahel Sollmann tal Research – UFZ, Germany Xuehua Liu University of California Davis, Dolors Armenteras Dan Friess Tsinghua University, China USA Colombia National University, National University of Singapore, Colombia Mailys Lopes Matthew Van Den Broeke Singapore Zoological Society of London, UK University of Nebraska-Lincoln, Christos Astaras USA Jean Guillard Justin Moat Forest Research Institute, French National Institute for Royal Botanic Gardens, Kew, Oliver Wearn Greece Agricultural Research (INRA), UK Zoological Society of London, Stephanie Bohlman France UK Margarita Mulero-Pázmány University of Florida, USA José Luís Hernández Stefanoni Liverpool John Moores University, Martin Wegmann Centro de Investigación Científi ca Phil Bouchet UK University of Würzburg, de Yucatán A.C., Mexico University of St Andrews, UK Germany Nicholas Murray Tim Hofmeester Doreen Boyd Jian Zhang James Cook University, Australia University of Nottingham, UK Swedish University of Agricultural East China Normal University, Dimitris Poursanidis Sciences, Sweden China Graeme Buchanan Foundation for Research and Royal Society for the Protection Tommaso Jucker Technology - Hellas (FORTH), András Zlinszky of Birds, UK CSIRO, Australia Greece Aarhus University, Denmark R RSE2_v6_i4_issue_info.indd 2 SE2_v6_i4_issue_info.indd 2 1 12/17/2020 8:22:09 AM 2/17/2020 8:22:09 AM Remote Sensing in Ecology and Conservation Volume 6, Issue 4 December 2020 Contents Special Issue Section: Land cover mapping with ultra-high-resolution aerial imagery Editorial Land cover mapping with ultra-high-resolution aerial imagery .......................................................................................... 429 Ned Horning Original Research Deep learning for coastal resource conservation: automating detection of shellfi sh reefs ................................................. 431 Justin T. Ridge, Patrick C. Gray, Anna E. Windle & David W. Johnston Ultra-high-resolution mapping of biocrusts with Unmanned Aerial Systems .................................................................... 441 Caroline A. Havrilla, Miguel L. Villarreal, Jacob L. DiBiase, Michael C. Duniway & Nichole N. Barger Detecting northern peatland vegetation patterns at ultra-high spatial resolution .............................................................. 457 Aleksi Räsänen, Mika Aurela, Sari Juutinen, Timo Kumpula, Annalea Lohila, Timo Penttilä & Tarmo Virtanen Convolutional Neural Networks accurately predict cover fractions of plant species and communities in Unmanned Aerial Vehicle imagery ...................................................................................................................................... 472 Teja Kattenborn, Jana Eichel, Susan Wiser, Larry Burrows, Fabian E. Fassnacht & Sebastian Schmidtlein Mapping of land cover with open-source software and ultra-high-resolution imagery acquired with unmanned aerial vehicles ........................................................................................................................................................................ 487 Ned Horning, Erica Fleishman, Peter J. Ersts, Frank A. Fogarty & Martha Wohlfeil Zillig Interplay between topography, fog and vegetation in the central South Arabian mountains revealed using a novel Landsat fog detection technique .......................................................................................................................................... 498 Lawrence Ball & Joseph Tzanopoulos Application of the Random Encounter Model in citizen science projects to monitor animal densities ............................ 514 Jessica Schaus, Antonio Uzal, Louise K. Gentle, Philip J. Baker, Lucy Bearman-Brown, Simone Bullion, Abigail Gazzard, Hannah Lockwood, Alexandra North, Tom Reader, Dawn M. Scott, Christopher S. Sutherland & Richard W. Yarnell Cameras replace human observers in multi-species aerial counts in Murchison Falls, Uganda ........................................ 529 Richard Lamprey, David Ochanda, Rob Brett, Charles Tumwesigye & Iain Douglas-Hamilton The effect of camera orientation on the detectability of wildlife: a case study from north-western Australia .................. 546 Harry A. Moore, Leonie E. Valentine, Judy A. Dunlop & Dale G. Nimmo Mapping the world's coral reefs using a global multiscale earth observation framework .................................................. 557 Mitchell B. Lyons, Chris M. Roelfsema, Emma V. Kennedy, Eva M. Kovacs, Rodney Borrego-Acevedo, Kathryn Markey, Meredith Roe, Doddy M. Yuwono, Daniel L. Harris, Stuart R. Phinn, Gregory P. Asner, Jiwei Li, David E. Knapp, Nicholas S. Fabina, Kirk Larsen, Dimosthenis Traganos & Nicholas J. Murray ISSN: 2056-3485 (Online) R RSE2_v6_i4_toc.indd 1 SE2_v6_i4_toc.indd 1 1 12/24/2020 9:17:27 AM 2/24/2020 9:17:27 AM

Journal

Remote Sensing in Ecology and Conservation – Wiley

Published: Dec 1, 2020

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