Research, Outreach, & Reports

Infographic describing HIMARC’s methods for creating maps of indicator condition around the Main Hawaiian Islands.

Overview of HIMARC Research Methods

Working with our data providing partners, we combine information from over 18,000 fish surveys and 11,000 benthic surveys measuring seven indicators. Surveys are taken via SCUBA.

These seven indicators were chosen after a thorough review of scientific literature. They represent specific measurements that are applicable to management and tell us about coral reef health and resilience.

After receiving data, HIMARC data specialists conduct back-and-forth quality analyses on the data alongside each data provider. After quality analysis, the datasets are combined and calibrated to correct for differences between methodologies and other factors.

This video clip from HIMARC’s Calibrate-a-thon workshop in Fall 2022 shows a scientific diving team from the Hawai‘i Division of Aquatic Resources swimming along a transect and collecting data on fish abundance.

How does HIMARC conduct our research?

Understanding the relationships between drivers and indicators of reef condition allows us to inform decisions regarding marine resource management using the best available science.

Using a statistical analysis called Bayesian Hierarchical Modeling allows us to understand the relationships between the drivers and the fish and benthic indicators. These models allow us to create continuous maps that predict the condition of all nearshore reefs around the Main Hawaiian Islands, providing flexible data products that are used for a variety of management applications, and serve as information on nearshore ecological condition equitable and accessible for stakeholders around Hawaiʻi.

The combined datasets are then layered with 27 drivers (variables that we hypothesize to influence the reef condition).

Published Research and Reports

Publications listed below are either authored by HIMARC ʻOhana members or utilize the HIMARC database. Click on the image of each publication to download the full PDF, or click the summary below each paper to read a short description of the research. 

2023

Evidence for managing herbivores for reef resilience

Linking land and sea through an ecological-economic model of coral reef recreation

2020

Dominance of endemics in the reef fish assemblages of the Hawaiian Archipelago

2019

Parsing human and biophysical drivers of coral reef regimes

2018

Advancing the integration of spatial data to map human and natural drivers on coral reefs

Combining fish and benthic communities into multiple regimes reveals complex reef dynamics

Managing local stressors for coral reef condition and ecosystem services delivery under climate scenarios

Characteristics of effective marine protected areas in Hawai‘i

Seascape models reveal places to focus coastal fisheries management

2017

2016

Human-induced gradients of reef fish declines in the Hawaiian Archipelago viewed through the lens of traditional management boundaries

Marine Biogeographic Assessment of the Main Hawaiian Islands

Coral reefs benefit from reduced land-sea impacts under ocean warming