TY - JOUR
T1 - Advancing the integration of spatial data to map human and natural drivers on coral reefs
AU - Wedding, Lisa M.
AU - Lecky, Joey
AU - Gove, Jamison M.
AU - Walecka, Hilary R.
AU - Donovan, Mary K.
AU - Williams, Gareth J.
AU - Jouffray, Jean Baptiste
AU - Crowder, Larry B.
AU - Erickson, Ashley
AU - Falinski, Kim
AU - Friedlander, Alan M.
AU - Kappel, Carrie V.
AU - Kittinger, John N.
AU - McCoy, Kaylyn
AU - Norström, Albert
AU - Nyström, Magnus
AU - Oleson, Kirsten L.L.
AU - Stamoulis, Kostantinos A.
AU - White, Crow
AU - Selkoe, Kimberly A.
N1 - Funding Information:
NA13NOS482002andNA14NOS4820089and NA14NOS4820098,andauthorsreceivingfunding includedKirstenOleson,KimFalinski,JoeyLecky, andMaryDonovan;UnitedStatesDepartmentof Agriculture,NationalInstituteofFoodand Agriculture (https://nifa.usda.gov/), grant number: 2014HI433B,andauthorsreceivingfunding includedKimFalinski,JoeyLecky;andNOAA HawaiianIslandsHumpbackWhaleNational MarineSanctuary(http://hawaiihumpbackwhale.
Funding Information:
This study was supported by the Gordon and Betty Moore Foundation (https://www.moore.org/), grant number 2897.01, and authors receiving funding included Lisa M. Wedding, Mary K. Donovan, Hilary R. Walecka, Larry B. Crowder, Ashley Erickson, Carrie V. Kappel, John N. Kittinger, Crow White and Kimberly A. Selkoe; NOAA Coral Reef Conservation Program (http://coralreef.noaa.gov/), grant numbers: NA13NOS482002 and NA14NOS4820089 and NA14NOS4820098, and authors receiving funding included Kirsten Oleson, Kim Falinski, Joey Lecky, and Mary Donovan; United States Department of Agriculture, National Institute of Food and Agriculture (https://nifa.usda.gov/), grant number: 2014HI433B, and authors receiving funding included Kim Falinski, Joey Lecky; and NOAA Hawaiian Islands Humpback Whale National Marine Sanctuary (http://Hawaiihumpbackwhale.noaa.gov/), grant number: 004496-00002, and the author receiving funding was Joey Lecky. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
This is an open access article, free of all copyright, and May be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
PY - 2018/3
Y1 - 2018/3
N2 - A major challenge for coral reef conservation and management is understanding how a wide range of interacting human and natural drivers cumulatively impact and shape these ecosystems. Despite the importance of understanding these interactions, a methodological framework to synthesize spatially explicit data of such drivers is lacking. To fill this gap, we established a transferable data synthesis methodology to integrate spatial data on environmental and anthropogenic drivers of coral reefs, and applied this methodology to a case study location–the Main Hawaiian Islands (MHI). Environmental drivers were derived from time series (2002–2013) of climatological ranges and anomalies of remotely sensed sea surface temperature, chlorophyll-a, irradiance, and wave power. Anthropogenic drivers were characterized using empirically derived and modeled datasets of spatial fisheries catch, sedimentation, nutrient input, new development, habitat modification, and invasive species. Within our case study system, resulting driver maps showed high spatial heterogeneity across the MHI, with anthropogenic drivers generally greatest and most widespread on O‘ahu, where 70% of the state’s population resides, while sedimentation and nutrients were dominant in less populated islands. Together, the spatial integration of environmental and anthropogenic driver data described here provides a first-ever synthetic approach to visualize how the drivers of coral reef state vary in space and demonstrates a methodological framework for implementation of this approach in other regions of the world. By quantifying and synthesizing spatial drivers of change on coral reefs, we provide an avenue for further research to understand how drivers determine reef diversity and resilience, which can ultimately inform policies to protect coral reefs.
AB - A major challenge for coral reef conservation and management is understanding how a wide range of interacting human and natural drivers cumulatively impact and shape these ecosystems. Despite the importance of understanding these interactions, a methodological framework to synthesize spatially explicit data of such drivers is lacking. To fill this gap, we established a transferable data synthesis methodology to integrate spatial data on environmental and anthropogenic drivers of coral reefs, and applied this methodology to a case study location–the Main Hawaiian Islands (MHI). Environmental drivers were derived from time series (2002–2013) of climatological ranges and anomalies of remotely sensed sea surface temperature, chlorophyll-a, irradiance, and wave power. Anthropogenic drivers were characterized using empirically derived and modeled datasets of spatial fisheries catch, sedimentation, nutrient input, new development, habitat modification, and invasive species. Within our case study system, resulting driver maps showed high spatial heterogeneity across the MHI, with anthropogenic drivers generally greatest and most widespread on O‘ahu, where 70% of the state’s population resides, while sedimentation and nutrients were dominant in less populated islands. Together, the spatial integration of environmental and anthropogenic driver data described here provides a first-ever synthetic approach to visualize how the drivers of coral reef state vary in space and demonstrates a methodological framework for implementation of this approach in other regions of the world. By quantifying and synthesizing spatial drivers of change on coral reefs, we provide an avenue for further research to understand how drivers determine reef diversity and resilience, which can ultimately inform policies to protect coral reefs.
UR - http://www.scopus.com/inward/record.url?scp=85042908550&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85042908550&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0189792
DO - 10.1371/journal.pone.0189792
M3 - Article
C2 - 29494613
AN - SCOPUS:85042908550
SN - 1932-6203
VL - 13
JO - PloS one
JF - PloS one
IS - 3
M1 - e0189792
ER -