Do Clouds Save the Great Barrier Reef? Satellite Imagery Elucidates the Cloud-SST Relationship at the Local Scale
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{"title"=>"Do Clouds Save the Great Barrier Reef? Satellite Imagery Elucidates the Cloud-SST Relationship at the Local Scale", "type"=>"journal", "authors"=>[{"first_name"=>"Susannah M.", "last_name"=>"Leahy", "scopus_author_id"=>"35558856400"}, {"first_name"=>"Michael J.", "last_name"=>"Kingsford", "scopus_author_id"=>"7004059723"}, {"first_name"=>"Craig R.", "last_name"=>"Steinberg", "scopus_author_id"=>"35564989800"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"pmid"=>"23894649", "sgr"=>"84880819495", "doi"=>"10.1371/journal.pone.0070400", "scopus"=>"2-s2.0-84880819495", "pui"=>"369437854", "issn"=>"19326203"}, "id"=>"c00e7ca1-694d-3335-ba80-b708c903c0dc", "abstract"=>"Evidence of global climate change and rising sea surface temperatures (SSTs) is now well documented in the scientific literature. With corals already living close to their thermal maxima, increases in SSTs are of great concern for the survival of coral reefs. Cloud feedback processes may have the potential to constrain SSTs, serving to enforce an “ocean thermostat” and promoting the survival of coral reefs. In this study, it was hypothesized that cloud cover can affect summer SSTs in the tropics. Detailed direct and lagged relationships between cloud cover and SST across the central Great Barrier Reef (GBR) shelf were investigated using data from satellite imagery and in situ temperature and light loggers during two relatively hot summers (2005 and 2006) and two relatively cool summers (2007 and 2008). Across all study summers and shelf positions, SSTs exhibited distinct drops during periods of high cloud cover, and conversely, SST increases during periods of low cloud cover, with a three-day temporal lag between a change in cloud cover and a subsequent change in SST. Cloud cover alone was responsible for up to 32.1% of the variation in SSTs three days later. The relationship was strongest in both El Niño (2005) and La Niña (2008) study summers and at the inner-shelf position in those summers. SST effects on subsequent cloud cover were weaker and more variable among study summers, with rising SSTs explaining up to 21.6% of the increase in cloud cover three days later. This work quantifies the often observed cloud cooling effect on coral reefs. It highlights the importance of incorporating local-scale processes into bleaching forecasting models, and encourages the use of remote sensing imagery to value-add to coral bleaching field studies and to more accurately predict risks to coral reefs.", "link"=>"http://www.mendeley.com/research/clouds-save-great-barrier-reef-satellite-imagery-elucidates-cloudsst-relationship-local-scale", "reader_count"=>36, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>3, "Researcher"=>6, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>1, "Student > Master"=>5, "Other"=>2, "Student > Bachelor"=>4, "Lecturer"=>1, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>3, "Researcher"=>6, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>1, "Student > Master"=>5, "Other"=>2, "Student > Bachelor"=>4, "Lecturer"=>1, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>2, "Engineering"=>1, "Environmental Science"=>6, "Biochemistry, Genetics and Molecular Biology"=>1, "Agricultural and Biological Sciences"=>14, "Sports and Recreations"=>1, "Earth and Planetary Sciences"=>10, "Economics, Econometrics and Finance"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Sports and Recreations"=>{"Sports and Recreations"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>10}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>14}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Unspecified"=>{"Unspecified"=>2}, "Environmental Science"=>{"Environmental Science"=>6}}, "reader_count_by_country"=>{"United Kingdom"=>1, "Malaysia"=>1, "Australia"=>2, "Germany"=>1}, "group_count"=>2}

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1129771"], "description"=>"<p>Summer daytime cloud cover in the (A) inner, (B) mid, and (C) outer shelf study regions. Cloud cover is smoothed using five-day moving averages. Red lines denote summers with warmer thermal profiles (2005 and 2006); blue lines denote summers with cooler thermal profiles (2007 and 2008). The period of greatest difference in SST, cloud cover, and PAR between the warmer and cooler summers (discussed in-text) is highlighted in grey. The spike in cloud cover in late March 2006 is due to the path of Tropical Cyclone Larry.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature"], "article_id"=>754208, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g003", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Cloud_time_series_/754208", "title"=>"Cloud time series.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129765"], "description"=>"<p>Summer daytime SSTs in the (A) inner, (B) mid, and (C) outer shelf study regions. SSTs are smoothed using five-day moving averages. Red lines denote summers with warmer thermal profiles (2005 and 2006); blue lines denote summers with cooler thermal profiles (2007 and 2008). The period of greatest difference in SST, cloud cover, and PAR between the warmer and cooler summers (discussed in-text) is highlighted in grey.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature"], "article_id"=>754202, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g002", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_SST_time_series_/754202", "title"=>"SST time series.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129779"], "description"=>"<p>All significant relationships were negative, i.e. increased cloud cover was associated with subsequent decreases in SST.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature", "regressed", "sst", "residuals", "days", "positions"], "article_id"=>754215, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.t003", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Transformed_cloud_cover_regressed_against_SST_residuals_three_days_later_across_all_shelf_positions_and_study_summers_/754215", "title"=>"Transformed cloud cover regressed against SST residuals three days later, across all shelf positions and study summers.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129780"], "description"=>"<p>All significant relationships were negative.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature", "5-day", "moving", "averages", "par", "arcsine", "transformed", "positions"], "article_id"=>754216, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.t002", "stats"=>{"downloads"=>4, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Regressions_between_5_day_moving_averages_of_PAR_and_arcsine_transformed_cloud_cover_across_all_shelf_positions_in_all_study_summers_/754216", "title"=>"Regressions between 5-day moving averages of PAR and arcsine transformed cloud cover across all shelf positions in all study summers.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129778"], "description"=>"<p>SST and PAR violated the assumption of normality and are therefore interpreted with a more conservative <i>p</i><0.01.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature", "tested", "photosynthetically", "arcsine", "transformed", "interactive"], "article_id"=>754214, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.t001", "stats"=>{"downloads"=>3, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_ANOVAs_that_tested_sea_surface_temperature_SST_photosynthetically_active_radiation_PAR_and_arcsine_transformed_cloud_cover_by_shelf_position_summer_month_and_their_interactive_effects_/754214", "title"=>"ANOVAs that tested sea surface temperature (SST), photosynthetically active radiation (PAR), and arcsine transformed cloud cover by shelf position, summer, month, and their interactive effects.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129775"], "description"=>"<p>Visualization of lags between cloud cover phenomena and SST responses; summer 2006, inner shelf position. Blue arrows indicate suggested causative lagged cloud cooling events; red arrows and circles indicate suggested causative lagged warming events.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature", "sst"], "article_id"=>754211, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g006", "stats"=>{"downloads"=>0, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Sample_cloud_cover_and_SST_overlay_/754211", "title"=>"Sample cloud cover and SST overlay.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129773"], "description"=>"<p>Summer daytime PAR (Photosynthetically Active Radiation, in µmol·s<sup>−1</sup>·m<sup>−2</sup>) in the (A) inner, (B) mid, and (C) outer shelf study regions. PAR is smoothed using five-day moving averages. Red lines denote summers with warmer thermal profiles (2005 and 2006); blue lines denote summers with cooler thermal profiles (2007 and 2008). The period of greatest difference in SST, cloud cover, and PAR between the warmer and cooler summers (discussed in-text) is highlighted in grey.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature"], "article_id"=>754210, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g005", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_PAR_time_series_/754210", "title"=>"PAR time series.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129764"], "description"=>"<p>Location and extent of cross-shelf study regions and AIMS monitoring loggers used in this study. Named reefs indicate loggers used in this study. Black-fill triangles indicate loggers used to validate the generality of SST trends for each study region. Inset: approximate location of the study area; composite satellite image of Australia courtesy of NASA (2002) MODIS technology.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature"], "article_id"=>754201, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g001", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Study_area_/754201", "title"=>"Study area.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129777"], "description"=>"<p>All significant relationships were positive, i.e. rising SSTs were associated with subsequent increases in cloud cover.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature", "residuals", "regressed", "transformed", "days", "positions"], "article_id"=>754213, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.t004", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_SST_residuals_regressed_against_transformed_cloud_cover_three_days_later_across_all_shelf_positions_and_study_summers_/754213", "title"=>"SST residuals regressed against transformed cloud cover three days later, across all shelf positions and study summers.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129776"], "description"=>"<p>Cross-correlation of cloud cover against SSTs, across all study regions and summers. Note the negative peak in the relationship at −3 days of lag, and the positive peak in the relationship at +3 days lag.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature"], "article_id"=>754212, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g007", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Cross_correlation_output_/754212", "title"=>"Cross-correlation output.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129772"], "description"=>"<p>Images were taken on the same day in each of the four study summers. Images have been reclassified to Y/N cloud present (grey: yes cloud; white: no cloud). Black polygons indicate study regions (inner, mid, and outer shelf). Cloud cover illustrated in each image is approximately representative of mean and median cloud cover for February of each study summer.</p>", "links"=>[], "tags"=>["ecology", "Marine ecology", "Coral reefs", "Marine biology", "corals", "Atmospheric science", "Climatology", "climate change", "meteorology", "marine and aquatic sciences", "oceanography", "El Nino Southern Oscillation", "Ocean temperature", "modis"], "article_id"=>754209, "categories"=>["Biological Sciences", "Earth and Environmental Sciences"], "users"=>["Susannah M. Leahy", "Michael J. Kingsford", "Craig R. Steinberg"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0070400.g004", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Sample_MODIS_imagery_/754209", "title"=>"Sample MODIS imagery.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:24:58"}

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Relative Metric

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