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CAREER: Decoding seascape-scale vegetation patterns on coral reefs to understand ecosystem health: Integrating research and education from organismal to planetary scales

CAREER: Decoding seascape-scale vegetation patterns on coral reefs to understand ecosystem health: Integrating research and education from organismal to planetary scales
职业:解码珊瑚礁上的海景尺度植被模式以了解生态系统健康:整合从有机体到行星尺度的研究和教育
批准号:
1941737
负责人:
Elizabeth Madin
金额:
$87.87万
依托单位:
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-06-01 至 2025-05-31

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中文摘要
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英文摘要
Coral reefs worldwide are under increasing threat from a range of human-induced stressors. Climate change is understood to be a key global stressor threatening reefs, but the only proven levers for ecosystem managers to increase reef resilience is to mitigate local and regional stressors such as fishing pressure. A vexing question persists, however, which is how to measure the effects of fishing on ecosystems, particularly over the large spatial (e.g., 10s of meters) and temporal (multi-year) scales over which fishing occurs. One promising approach to doing so is using the large-scale vegetation patterns found on coral reefs globally, called “halos”, to remotely observe when, where, and to what extent fishing pressure is affecting community structure and function. This program combines lab- and field-based experiments with cutting-edge satellite imaging technology and computer science approaches to provide a leap forward in our understanding of how species-level interactions can scale up in space and time to shape coral reef seascapes around the world. By drawing on these approaches, the synergistic education program: 1) integrates science and art (i.e., murals and satellite imagery) to educate and inspire Hawai‘i’s students and general public about coral reef ecology; 2) builds technological capacity in Hawai‘i’s underrepresented minority high school to graduate students, and 3) empowers these students with science communication skills to communicate with diverse audiences. By leveraging this research program and the cutting-edge technologies it will involve, the investigator establishes a strong foundation for long-term teaching and mentoring activities focused on increasing capacity within STEM-underrepresented minorities with Hawaiian and other Pacific Islander backgrounds. Decoding what coral reef halos can tell us about the effects of fishing on reef ecosystem health provides valuable knowledge to reef ecosystem managers and conservation practitioners as reefs continue to rapidly change due to human stressors. This project combines lab- and field-based experiments with cutting-edge satellite imaging technology and computer science approaches to address the goals of: 1) determining the mechanisms that create the “halos” that form around coral patch reefs, and 2) testing the predictions arising from these mechanisms in a global arena. This project uses a transdisciplinary approach – spanning ecology, oceanography, geospatial science, and computer science – to address these goals. This program has three scientific objectives: to determine 1) which species interaction mechanisms and environmental factors cause reef halos and what their relative importance is; 2) whether these mechanisms are globally consistent or vary geographically; and 3) whether halos can therefore be used as an indicator of aspects of coral reef ecosystem health. In the process, this research advances our understanding of how remote observation tools (satellite and drone imagery; camera traps) can be integrated with computer science (machine learning) and ecological approaches (mechanistic experiments) to generate emergent insights that would not otherwise be possible.This project is jointly funded by the Biological Oceanography Program, the Established Program to Stimulate Competitive Research (EPSCoR), and Ocean Education Programs.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(2)
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会议论文
A deep learning model for measuring coral reef halos globally from multispectral satellite imagery
利用多光谱卫星图像测量全球珊瑚礁晕的深度学习模型
DOI: --
发表时间: 2023
期刊: Remote sensing of environment
影响因子: 13.5
作者: [Simone Franceschini, Amelia C.]
通讯作者: Simone Franceschini, Amelia C.
Global Conservation Potential in Coral Reef Halos: Consistency over Space, Time, and Ecosystems Worldwide
珊瑚礁光环的全球保护潜力:全球空间、时间和生态系统的一致性
DOI: 10.1086/721436
发表时间: 2022
期刊: The American Naturalist
影响因子: --
作者: [Madin, E. M., Precoda, K., Roelfsema, C. M., Suan, A.]
通讯作者: Suan, A.
International Research Fellowship Program: Disentangling the Factors Mediating Marine Trophic Cascades Over a Latitudinal Gradient in Australia
  • 批准号:
    0853117
  • 项目类别:
    Fellowship Award
  • 资助金额:
    $25.89万
  • 财政年份:
    2010
  • 负责人:
    Elizabeth Madin
  • 依托单位:
海外基金