There are 1 repository under coral-reefs topic.
A CNN based image segmentation tool oriented to marine data analysis
A repository containing tools useful for interacting with CoralNet and other downstream tasks.
A repo for the paper titled, "Classifying 3D Models of Coral Reefs using Structure-from-Motion and Multiview Semantic Segmentation"; here we provide a walkthrough of the workflow and open-sourced code.
Code repository for the GCRMN benthic synthetic dataset
Individual back-calculated size-at-age based on otoliths from Pacific coral reef fish species
This code is part of a bigger project about the semantic segmentation of coral reefs for ecological monitoring.
Coral reefs benthic monitoring: spatio-temporal distribution, methods and stakeholders
An analysis of the factors that have affected the bleaching of coral reefs across a span of 20 years in different oceans around the globe.
SeaBloom uses AI models (CNNs and RNNs) + LiDAR to detect and pinpoint healthy corals to later selectively breed and transplant.
Tools for processing Pacific NCRMP carbonate budgets data
Repository for creating object detection and instance segmentation models for deep-sea benthic habitats.
Workflow for creating classified Structure from Motion models using Agisoft Metashape.
What drives spatial patterns of sub-adult gray snapper and bluestriped grunt abundances on coral patch reefs off the Florida Keys, USA? 🐠🌊
This repository contains methylation AFLP data as employed in Rodríguez-Casariego et al., Frontiers in Marine Sciences, 2020: "Genome-wide DNA methylation analysis reveals a conserved epigenetic response to seasonal environmental variation in the staghorn coral Acropora cervicornis"
Rallying together to gather and spread intel on the health of corals and provide coral reef organizations with up-to-date information using ML. (hackathon winner)
Effects of Overfishing on Coral Reef Ecosystems
experimental perlin-noise weekend-project ends up being a mesmerising screensaver
Status of coral reef monitoring: An assessment of methods and data at the national level
A workflow to integrate ecological monitoring data from different sources
This repository contains code used in the analysis of coral bleaching survey data collected across the Hawaiian Archipelago during the 2019 bleaching event. We investigated spatial, temporal, and taxa-specific variability in bleaching, as well as drivers of the event. See README for more information on downloading archived data.
Study on the role of body size, species identity, and functional traits on foraging area of herbivorous reef fishes
R code for reproducing analysis and figures of Pocillopora host-symbiont interactions along an extreme environmental gradient
This repository corresponds to the study: Carlot et al. (2021). Juvenile corals underpin coral reef carbonate production after disturbance. Global Change Biology. https://doi.org/10.1111/gcb.15610
This repository corresponds to the study: Carlot et al. (2022). Scaling up calcification, respiration, and photosynthesis rates of six prominent coral taxa. Ecology and Evolution. https://doi.org/10.1002/ece3.8613
Hard coral cover resilience in the Coral Triangle in a context of global decline
Dr. Lauriane Ribas-Deulofeu Website
Data and R code accompanying article 10.1002/aqc.3814 in Aquatic Conservation: Marine and Freshwater Ecosystems.
Dr Marion Couëdel's personal website
This repository contains code used to develop an automated bleaching classifier in CoralNet (https://coralnet.ucsd.edu). See README for overview of code, and link to more information on the development of the classifier.
Ecological surveys dashboard
All code and analyses performed for: Roitman, S., López-Londoño, T., Joseph Pollock, F. et al. Surviving marginalized reefs: assessing the implications of the microbiome on coral physiology and survivorship. Coral Reefs 39, 795–807 (2020).
The coral microbiome: Towards an understanding of the molecular mechanisms of coral-microbiota interactions
A website for the International CyberFair 2023. It was the first project I built using Astro. This was my third time participating in the CyberFair. This project won the Gold Award.
Analysis of the Allen Coral Atlas database on shallow-water tropical reefs worldwide
R scripts for 'Macroalgal cover on coral reefs: spatial, environmental and biotic predictors, and decadal trends in the Great Barrier Reef'